commit 9624771a6f400c64c4a2fd7497fba2bae016097b Author: s464968 Date: Tue Jul 4 20:42:14 2023 +0200 archive projects diff --git a/.idea/.gitignore b/.idea/.gitignore new file mode 100644 index 0000000..13566b8 --- /dev/null +++ b/.idea/.gitignore @@ -0,0 +1,8 @@ +# Default ignored files +/shelf/ +/workspace.xml +# Editor-based HTTP Client requests +/httpRequests/ +# Datasource local storage ignored files +/dataSources/ +/dataSources.local.xml diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml new file mode 100644 index 0000000..105ce2d --- /dev/null +++ b/.idea/inspectionProfiles/profiles_settings.xml @@ -0,0 +1,6 @@ + + + + \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml new file mode 100644 index 0000000..0749876 --- /dev/null +++ b/.idea/misc.xml @@ -0,0 +1,7 @@ + + + + + + \ No newline at end of file diff --git a/.idea/modules.xml b/.idea/modules.xml new file mode 100644 index 0000000..8f4523a --- /dev/null +++ b/.idea/modules.xml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/.idea/uczenie_maszynowe_zadania.iml b/.idea/uczenie_maszynowe_zadania.iml new file mode 100644 index 0000000..d0876a7 --- /dev/null +++ b/.idea/uczenie_maszynowe_zadania.iml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/.ipynb_checkpoints/zadanie-1-5-checkpoint.ipynb b/.ipynb_checkpoints/zadanie-1-5-checkpoint.ipynb new file mode 100644 index 0000000..8f5dda4 --- /dev/null +++ b/.ipynb_checkpoints/zadanie-1-5-checkpoint.ipynb @@ -0,0 +1,120 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 26, + "id": "da1135f1", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "\n", + "arr = np.array([4.,7.,2.,6.]).reshape(2,2)\n", + "mat = np.matrix(arr)" + ] + }, + { + "cell_type": "markdown", + "id": "0108e1d6", + "metadata": {}, + "source": [ + "Macierze " + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "19ba64f7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[4. 7.]\n", + " [2. 6.]]\n", + "[[4. 7.]\n", + " [2. 6.]]\n" + ] + } + ], + "source": [ + "# obiekty array i matrix wyświetlają się tak samo\n", + "\n", + "print(arr)\n", + "print(mat)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "3f697dfd", + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[0.25 0.14285714]\n", + " [0.5 0.16666667]]\n", + "[[ 0.6 -0.7]\n", + " [-0.2 0.4]]\n" + ] + } + ], + "source": [ + "# jednak dla działania **-1 wynik wychodzi zupełnie inny\n", + "# dla obiektu array działanie **-1 powoduję odwrócenie każdej liczby w tablicy\n", + "# dla obiektu matrix działanie **-1 powoduję odwrócenie całej macierzy tak że 'mat * mat^-1 = 1'\n", + "\n", + "print(arr**-1)\n", + "print(mat**-1)" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "ea293b68", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 0.6 -0.7]\n", + " [-0.2 0.4]]\n", + "[[ 0.6 -0.7]\n", + " [-0.2 0.4]]\n" + ] + } + ], + "source": [ + "print(mat**-1)\n", + "print(np.linalg.inv(mat))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/cw_1/Untitled.ipynb b/cw_1/Untitled.ipynb new file mode 100644 index 0000000..169e32e --- /dev/null +++ b/cw_1/Untitled.ipynb @@ -0,0 +1,129 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 19, + "id": "61b00965", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "\n", + "arr = np.arange(float(1),float(17)).reshape(4,4)\n", + "mat = np.matrix(arr)" + ] + }, + { + "cell_type": "markdown", + "id": "fba618ad", + "metadata": {}, + "source": [ + "Macierze " + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "aa353455", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 1. 2. 3. 4.]\n", + " [ 5. 6. 7. 8.]\n", + " [ 9. 10. 11. 12.]\n", + " [13. 14. 15. 16.]]\n", + "[[ 1. 2. 3. 4.]\n", + " [ 5. 6. 7. 8.]\n", + " [ 9. 10. 11. 12.]\n", + " [13. 14. 15. 16.]]\n" + ] + } + ], + "source": [ + "print(arr)\n", + "print(mat)" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "177edde8", + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[1. 0.5 0.33333333 0.25 ]\n", + " [0.2 0.16666667 0.14285714 0.125 ]\n", + " [0.11111111 0.1 0.09090909 0.08333333]\n", + " [0.07692308 0.07142857 0.06666667 0.0625 ]]\n" + ] + }, + { + "ename": "LinAlgError", + "evalue": "Singular matrix", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mLinAlgError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn [22], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28mprint\u001b[39m(arr\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m)\n\u001b[0;32m----> 2\u001b[0m \u001b[38;5;28mprint\u001b[39m(mat\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m)\n", + "File \u001b[0;32m~/.local/lib/python3.8/site-packages/numpy/matrixlib/defmatrix.py:231\u001b[0m, in \u001b[0;36mmatrix.__pow__\u001b[0;34m(self, other)\u001b[0m\n\u001b[1;32m 230\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__pow__\u001b[39m(\u001b[38;5;28mself\u001b[39m, other):\n\u001b[0;32m--> 231\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mmatrix_power\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mother\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m<__array_function__ internals>:180\u001b[0m, in \u001b[0;36mmatrix_power\u001b[0;34m(*args, **kwargs)\u001b[0m\n", + "File \u001b[0;32m~/.local/lib/python3.8/site-packages/numpy/linalg/linalg.py:643\u001b[0m, in \u001b[0;36mmatrix_power\u001b[0;34m(a, n)\u001b[0m\n\u001b[1;32m 640\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m a\n\u001b[1;32m 642\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m n \u001b[38;5;241m<\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[0;32m--> 643\u001b[0m a \u001b[38;5;241m=\u001b[39m \u001b[43minv\u001b[49m\u001b[43m(\u001b[49m\u001b[43ma\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 644\u001b[0m n \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mabs\u001b[39m(n)\n\u001b[1;32m 646\u001b[0m \u001b[38;5;66;03m# short-cuts.\u001b[39;00m\n", + "File \u001b[0;32m<__array_function__ internals>:180\u001b[0m, in \u001b[0;36minv\u001b[0;34m(*args, **kwargs)\u001b[0m\n", + "File \u001b[0;32m~/.local/lib/python3.8/site-packages/numpy/linalg/linalg.py:545\u001b[0m, in \u001b[0;36minv\u001b[0;34m(a)\u001b[0m\n\u001b[1;32m 543\u001b[0m signature \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mD->D\u001b[39m\u001b[38;5;124m'\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m isComplexType(t) \u001b[38;5;28;01melse\u001b[39;00m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124md->d\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m 544\u001b[0m extobj \u001b[38;5;241m=\u001b[39m get_linalg_error_extobj(_raise_linalgerror_singular)\n\u001b[0;32m--> 545\u001b[0m ainv \u001b[38;5;241m=\u001b[39m \u001b[43m_umath_linalg\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43minv\u001b[49m\u001b[43m(\u001b[49m\u001b[43ma\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msignature\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msignature\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mextobj\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mextobj\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 546\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m wrap(ainv\u001b[38;5;241m.\u001b[39mastype(result_t, copy\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m))\n", + "File \u001b[0;32m~/.local/lib/python3.8/site-packages/numpy/linalg/linalg.py:88\u001b[0m, in \u001b[0;36m_raise_linalgerror_singular\u001b[0;34m(err, flag)\u001b[0m\n\u001b[1;32m 87\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_raise_linalgerror_singular\u001b[39m(err, flag):\n\u001b[0;32m---> 88\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m LinAlgError(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mSingular matrix\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", + "\u001b[0;31mLinAlgError\u001b[0m: Singular matrix" + ] + } + ], + "source": [ + "print(arr**-1)\n", + "print(mat**-1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9c8bdb64", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6470536f", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/cw_1/notatki-od-prowadzacego b/cw_1/notatki-od-prowadzacego new file mode 100644 index 0000000..d1d0e3a --- /dev/null +++ b/cw_1/notatki-od-prowadzacego @@ -0,0 +1,3 @@ +# X^+Y^3 +# X^2-Y^2 +# punkt siadłowy \ No newline at end of file diff --git a/cw_1/zadanie-1-5.ipynb b/cw_1/zadanie-1-5.ipynb new file mode 100644 index 0000000..8f5dda4 --- /dev/null +++ b/cw_1/zadanie-1-5.ipynb @@ -0,0 +1,120 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 26, + "id": "da1135f1", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "\n", + "arr = np.array([4.,7.,2.,6.]).reshape(2,2)\n", + "mat = np.matrix(arr)" + ] + }, + { + "cell_type": "markdown", + "id": "0108e1d6", + "metadata": {}, + "source": [ + "Macierze " + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "19ba64f7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[4. 7.]\n", + " [2. 6.]]\n", + "[[4. 7.]\n", + " [2. 6.]]\n" + ] + } + ], + "source": [ + "# obiekty array i matrix wyświetlają się tak samo\n", + "\n", + "print(arr)\n", + "print(mat)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "3f697dfd", + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[0.25 0.14285714]\n", + " [0.5 0.16666667]]\n", + "[[ 0.6 -0.7]\n", + " [-0.2 0.4]]\n" + ] + } + ], + "source": [ + "# jednak dla działania **-1 wynik wychodzi zupełnie inny\n", + "# dla obiektu array działanie **-1 powoduję odwrócenie każdej liczby w tablicy\n", + "# dla obiektu matrix działanie **-1 powoduję odwrócenie całej macierzy tak że 'mat * mat^-1 = 1'\n", + "\n", + "print(arr**-1)\n", + "print(mat**-1)" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "ea293b68", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[ 0.6 -0.7]\n", + " [-0.2 0.4]]\n", + "[[ 0.6 -0.7]\n", + " [-0.2 0.4]]\n" + ] + } + ], + "source": [ + "print(mat**-1)\n", + "print(np.linalg.inv(mat))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/cw_1/zadanie-1-6-code.py b/cw_1/zadanie-1-6-code.py new file mode 100644 index 0000000..36e0bab --- /dev/null +++ b/cw_1/zadanie-1-6-code.py @@ -0,0 +1,6 @@ +import numpy as np + +X = np.matrix([[1.,2.,3.],[1.,3.,6.]]) +y = np.matrix([[5.],[6.]]) +result = ((X.T * X) ** -1) * X.T * y +print(result) \ No newline at end of file diff --git a/cw_2/od_alicji/ZAD2-1.py b/cw_2/od_alicji/ZAD2-1.py new file mode 100644 index 0000000..24b94da --- /dev/null +++ b/cw_2/od_alicji/ZAD2-1.py @@ -0,0 +1,10 @@ +import pandas as pd +import matplotlib.pyplot as plt + +data = pd.read_csv("data2.csv") +data = data.to_numpy() + +plt.plot(data[:,1], data[:,6], "go") +plt.xlabel("X - 2nd column") +plt.ylabel("Y - 7th column") +plt.show() \ No newline at end of file diff --git a/cw_2/od_alicji/ZAD2-2.py b/cw_2/od_alicji/ZAD2-2.py new file mode 100644 index 0000000..dbfc728 --- /dev/null +++ b/cw_2/od_alicji/ZAD2-2.py @@ -0,0 +1,19 @@ +import matplotlib.pyplot as plt +import numpy as np + +X = np.arange(-1.0, 1.0, 0.025) + +a = 9 +b = 6 +c = 8 + +Y = (a-4)*(X**2) + (b-5)*X + (c-6) + +G = np.exp(X)/(np.exp(X) + 1) + +plt.plot(X,Y, 'g', label="F(x) = 5x^2 + x + 2") +plt.plot(X,G, 'y', label="G(x) = e^x/(e^x+1)") +plt.legend(loc="upper left") + +plt.show() + diff --git a/cw_2/od_alicji/ZAD2-3.py b/cw_2/od_alicji/ZAD2-3.py new file mode 100644 index 0000000..9d2106f --- /dev/null +++ b/cw_2/od_alicji/ZAD2-3.py @@ -0,0 +1,19 @@ +from mpl_toolkits.mplot3d import Axes3D +from matplotlib import cm +import matplotlib.pyplot as plt +import numpy as np + +fig = plt.figure(figsize=(10, 8)) +ax = fig.add_subplot(111, projection="3d") + +X = np.arange(-5, 5, 0.25) +Y = np.arange(-5, 5, 0.25) +X, Y = np.meshgrid(X, Y) + +Z =-1*(X**2 + Y**3) + +surf = ax.plot_surface( + X, Y, Z, rstride=1, cstride=1, cmap=cm.jet, linewidth=0, antialiased=True +) + +plt.show() diff --git a/cw_2/od_alicji/data2.csv b/cw_2/od_alicji/data2.csv new file mode 100644 index 0000000..a0b3962 --- /dev/null +++ b/cw_2/od_alicji/data2.csv @@ -0,0 +1,178 @@ +1,14.23,1.71,2.43,15.6,127,2.8,3.06,.28,2.29,5.64,1.04,3.92,1065 +1,13.2,1.78,2.14,11.2,100,2.65,2.76,.26,1.28,4.38,1.05,3.4,1050 +1,13.16,2.36,2.67,18.6,101,2.8,3.24,.3,2.81,5.68,1.03,3.17,1185 +1,14.37,1.95,2.5,16.8,113,3.85,3.49,.24,2.18,7.8,.86,3.45,1480 +1,13.24,2.59,2.87,21,118,2.8,2.69,.39,1.82,4.32,1.04,2.93,735 +1,14.2,1.76,2.45,15.2,112,3.27,3.39,.34,1.97,6.75,1.05,2.85,1450 +1,14.39,1.87,2.45,14.6,96,2.5,2.52,.3,1.98,5.25,1.02,3.58,1290 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pd.read_csv("data2.csv") +data_array = data.to_numpy() + +x = data_array[:,2] +y = data_array[:,7] + +plt.plot(x,y,"gx") +plt.show() \ No newline at end of file diff --git a/cw_3/.ipynb_checkpoints/Untitled-checkpoint.ipynb b/cw_3/.ipynb_checkpoints/Untitled-checkpoint.ipynb new file mode 100644 index 0000000..363fcab --- /dev/null +++ b/cw_3/.ipynb_checkpoints/Untitled-checkpoint.ipynb @@ -0,0 +1,6 @@ +{ + "cells": [], + "metadata": {}, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/cw_3/.ipynb_checkpoints/main-checkpoint.ipynb b/cw_3/.ipynb_checkpoints/main-checkpoint.ipynb new file mode 100644 index 0000000..7a01e5a --- /dev/null +++ b/cw_3/.ipynb_checkpoints/main-checkpoint.ipynb @@ -0,0 +1,1092 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 5, + "id": "8ea563d5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " fires thefts\n", + "0 6.2 29\n", + "1 9.5 44\n", + "2 10.5 36\n", + "3 7.7 37\n", + "4 8.6 53\n", + "5 34.1 68\n", + "6 11.0 75\n", + "7 6.9 18\n", + "8 7.3 31\n", + "9 15.1 25\n", + "10 29.1 34\n", + "11 2.2 14\n", + "12 5.7 11\n", + "13 2.0 11\n", + "14 2.5 22\n", + "15 4.0 16\n", + "16 5.4 27\n", + "17 2.2 9\n", + "18 7.2 29\n", + "19 15.1 30\n", + "20 16.5 40\n", + "21 18.4 32\n", + "22 36.2 41\n", + "23 39.7 147\n", + "24 18.5 22\n", + "25 23.3 29\n", + "26 12.2 46\n", + "27 5.6 23\n", + "28 21.8 4\n", + "29 21.6 31\n", + "30 9.0 39\n", + "31 3.6 15\n", + "32 5.0 32\n", + "33 28.6 27\n", + "34 17.4 32\n", + "35 11.3 34\n", + "36 3.4 17\n", + "37 11.9 46\n", + "38 10.5 42\n", + "39 10.7 43\n", + "40 10.8 34\n", + "41 4.8 19\n" + ] + } + ], + "source": [ + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "data = pd.read_csv('fires_thefts.csv', names=['fires','thefts'])\n", + "print(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "2bc973dd", + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + 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' +\n", + " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n", + " 'Firefox 4 and 5 are also supported but you ' +\n", + " 'have to enable WebSockets in about:config.'\n", + " );\n", + " }\n", + "};\n", + "\n", + "mpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n", + " this.id = figure_id;\n", + "\n", + " this.ws = websocket;\n", + "\n", + " this.supports_binary = this.ws.binaryType !== undefined;\n", + "\n", + " if (!this.supports_binary) {\n", + " var warnings = document.getElementById('mpl-warnings');\n", + " if (warnings) {\n", + " warnings.style.display = 'block';\n", + " warnings.textContent =\n", + " 'This browser does not support binary websocket messages. ' +\n", + " 'Performance may be slow.';\n", + " }\n", + " }\n", + "\n", + " this.imageObj = new Image();\n", + "\n", + " this.context = undefined;\n", + " this.message = undefined;\n", + " this.canvas = undefined;\n", + " this.rubberband_canvas = undefined;\n", + " this.rubberband_context = undefined;\n", + " this.format_dropdown = undefined;\n", + "\n", + " this.image_mode = 'full';\n", + "\n", + " this.root = document.createElement('div');\n", + " this.root.setAttribute('style', 'display: inline-block');\n", + " this._root_extra_style(this.root);\n", + "\n", + " parent_element.appendChild(this.root);\n", + "\n", + " this._init_header(this);\n", + " this._init_canvas(this);\n", + " this._init_toolbar(this);\n", + "\n", + " var fig = this;\n", + "\n", + " this.waiting = false;\n", + "\n", + " this.ws.onopen = function () {\n", + " fig.send_message('supports_binary', { value: fig.supports_binary });\n", + " fig.send_message('send_image_mode', {});\n", + " if (fig.ratio !== 1) {\n", + " fig.send_message('set_device_pixel_ratio', {\n", + " device_pixel_ratio: fig.ratio,\n", + " });\n", + " }\n", + " fig.send_message('refresh', {});\n", + " };\n", + "\n", + " this.imageObj.onload = function () {\n", + " if (fig.image_mode === 'full') {\n", + " // Full images could contain transparency (where diff images\n", + " // almost always do), so we need to clear the canvas so that\n", + " // there is no ghosting.\n", + " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", + " }\n", + " fig.context.drawImage(fig.imageObj, 0, 0);\n", + " };\n", + "\n", + " this.imageObj.onunload = function () {\n", + " fig.ws.close();\n", + " };\n", + "\n", + " this.ws.onmessage = this._make_on_message_function(this);\n", + "\n", + " this.ondownload = ondownload;\n", + "};\n", + "\n", + "mpl.figure.prototype._init_header = function () {\n", + " var titlebar = document.createElement('div');\n", + " titlebar.classList =\n", + " 'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n", + " var titletext = document.createElement('div');\n", + " titletext.classList = 'ui-dialog-title';\n", + " titletext.setAttribute(\n", + " 'style',\n", + " 'width: 100%; text-align: center; padding: 3px;'\n", + " );\n", + " titlebar.appendChild(titletext);\n", + " this.root.appendChild(titlebar);\n", + " this.header = titletext;\n", + "};\n", + "\n", + "mpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n", + "\n", + "mpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n", + "\n", + "mpl.figure.prototype._init_canvas = function () {\n", + " var fig = this;\n", + "\n", + " var canvas_div = (this.canvas_div = document.createElement('div'));\n", + " canvas_div.setAttribute(\n", + " 'style',\n", + " 'border: 1px solid #ddd;' +\n", + " 'box-sizing: content-box;' +\n", + " 'clear: both;' +\n", + " 'min-height: 1px;' +\n", + " 'min-width: 1px;' +\n", + " 'outline: 0;' +\n", + " 'overflow: hidden;' +\n", + " 'position: relative;' +\n", + " 'resize: both;'\n", + " );\n", + "\n", + " function on_keyboard_event_closure(name) {\n", + " return function (event) {\n", + " return fig.key_event(event, name);\n", + " };\n", + " }\n", + "\n", + " canvas_div.addEventListener(\n", + " 'keydown',\n", + " on_keyboard_event_closure('key_press')\n", + " );\n", + " canvas_div.addEventListener(\n", + " 'keyup',\n", + " on_keyboard_event_closure('key_release')\n", + " );\n", + "\n", + " this._canvas_extra_style(canvas_div);\n", + " this.root.appendChild(canvas_div);\n", + "\n", + " var canvas = (this.canvas = document.createElement('canvas'));\n", + " canvas.classList.add('mpl-canvas');\n", + " canvas.setAttribute('style', 'box-sizing: content-box;');\n", + "\n", + " this.context = canvas.getContext('2d');\n", + "\n", + " var backingStore =\n", + " this.context.backingStorePixelRatio ||\n", + " this.context.webkitBackingStorePixelRatio ||\n", + " this.context.mozBackingStorePixelRatio ||\n", + " this.context.msBackingStorePixelRatio ||\n", + " this.context.oBackingStorePixelRatio ||\n", + " this.context.backingStorePixelRatio ||\n", + " 1;\n", + "\n", + " this.ratio = (window.devicePixelRatio || 1) / backingStore;\n", + "\n", + " var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n", + " 'canvas'\n", + " ));\n", + " rubberband_canvas.setAttribute(\n", + " 'style',\n", + " 'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n", + " );\n", + "\n", + " // Apply a ponyfill if ResizeObserver is not implemented by browser.\n", + " if (this.ResizeObserver === undefined) {\n", + " if (window.ResizeObserver !== undefined) {\n", + " this.ResizeObserver = window.ResizeObserver;\n", + " } else {\n", + " var obs = _JSXTOOLS_RESIZE_OBSERVER({});\n", + " this.ResizeObserver = obs.ResizeObserver;\n", + " }\n", + " }\n", + "\n", + " this.resizeObserverInstance = new this.ResizeObserver(function (entries) {\n", + " var nentries = entries.length;\n", + " for (var i = 0; i < nentries; i++) {\n", + " var entry = entries[i];\n", + " var width, height;\n", + " if (entry.contentBoxSize) {\n", + " if (entry.contentBoxSize instanceof Array) {\n", + " // Chrome 84 implements new version of spec.\n", + " width = entry.contentBoxSize[0].inlineSize;\n", + " height = entry.contentBoxSize[0].blockSize;\n", + " } else {\n", + " // Firefox implements old version of spec.\n", + " width = entry.contentBoxSize.inlineSize;\n", + " height = entry.contentBoxSize.blockSize;\n", + " }\n", + " } else {\n", + " // Chrome <84 implements even older version of spec.\n", + " width = entry.contentRect.width;\n", + " height = entry.contentRect.height;\n", + " }\n", + "\n", + " // Keep the size of the canvas and rubber band canvas in sync with\n", + " // the canvas container.\n", + " if (entry.devicePixelContentBoxSize) {\n", + " // Chrome 84 implements new version of spec.\n", + " canvas.setAttribute(\n", + " 'width',\n", + " entry.devicePixelContentBoxSize[0].inlineSize\n", + " );\n", + " canvas.setAttribute(\n", + " 'height',\n", + " entry.devicePixelContentBoxSize[0].blockSize\n", + " );\n", + " } else {\n", + " canvas.setAttribute('width', width * fig.ratio);\n", + " canvas.setAttribute('height', height * fig.ratio);\n", + " }\n", + " canvas.setAttribute(\n", + " 'style',\n", + " 'width: ' + width + 'px; 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rubberband_canvas.addEventListener(\n", + " 'mousemove',\n", + " on_mouse_event_closure('motion_notify')\n", + " );\n", + "\n", + " rubberband_canvas.addEventListener(\n", + " 'mouseenter',\n", + " on_mouse_event_closure('figure_enter')\n", + " );\n", + " rubberband_canvas.addEventListener(\n", + " 'mouseleave',\n", + " on_mouse_event_closure('figure_leave')\n", + " );\n", + "\n", + " canvas_div.addEventListener('wheel', function (event) {\n", + " if (event.deltaY < 0) {\n", + " event.step = 1;\n", + " } else {\n", + " event.step = -1;\n", + " }\n", + " on_mouse_event_closure('scroll')(event);\n", + " });\n", + "\n", + " canvas_div.appendChild(canvas);\n", + " canvas_div.appendChild(rubberband_canvas);\n", + "\n", + " this.rubberband_context = rubberband_canvas.getContext('2d');\n", + " this.rubberband_context.strokeStyle = '#000000';\n", + "\n", + " this._resize_canvas = function (width, height, forward) {\n", + " if (forward) {\n", + " canvas_div.style.width = width + 'px';\n", + " canvas_div.style.height = height + 'px';\n", + " }\n", + " };\n", + "\n", + " // Disable right mouse context menu.\n", + " this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n", + " event.preventDefault();\n", + " return false;\n", + " });\n", + "\n", + " function set_focus() {\n", + " canvas.focus();\n", + " canvas_div.focus();\n", + " }\n", + "\n", + " window.setTimeout(set_focus, 100);\n", + "};\n", + "\n", + "mpl.figure.prototype._init_toolbar = function () {\n", + " var fig = this;\n", + "\n", + " var toolbar = document.createElement('div');\n", + " toolbar.classList = 'mpl-toolbar';\n", + " this.root.appendChild(toolbar);\n", + "\n", + " function on_click_closure(name) {\n", + " return function (_event) {\n", + " return fig.toolbar_button_onclick(name);\n", + " };\n", + " }\n", + "\n", + " function on_mouseover_closure(tooltip) {\n", + " return function (event) {\n", + " if (!event.currentTarget.disabled) {\n", + " return fig.toolbar_button_onmouseover(tooltip);\n", + " }\n", + " };\n", + " }\n", + "\n", + " fig.buttons = {};\n", + " var buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'mpl-button-group';\n", + " for (var toolbar_ind in mpl.toolbar_items) {\n", + " var name = mpl.toolbar_items[toolbar_ind][0];\n", + " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", + " var image = mpl.toolbar_items[toolbar_ind][2];\n", + " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", + "\n", + " if (!name) {\n", + " /* Instead of a spacer, we start a new button group. */\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + " buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'mpl-button-group';\n", + " continue;\n", + " }\n", + "\n", + " var button = (fig.buttons[name] = document.createElement('button'));\n", + " button.classList = 'mpl-widget';\n", + " button.setAttribute('role', 'button');\n", + " button.setAttribute('aria-disabled', 'false');\n", + " button.addEventListener('click', on_click_closure(method_name));\n", + " button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n", + "\n", + " var icon_img = document.createElement('img');\n", + " icon_img.src = '_images/' + image + '.png';\n", + " icon_img.srcset = '_images/' + image + '_large.png 2x';\n", + " icon_img.alt = tooltip;\n", + " button.appendChild(icon_img);\n", + "\n", + " buttonGroup.appendChild(button);\n", + " }\n", + "\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + "\n", + " var fmt_picker = document.createElement('select');\n", + " fmt_picker.classList = 'mpl-widget';\n", + " toolbar.appendChild(fmt_picker);\n", + " this.format_dropdown = fmt_picker;\n", + "\n", + " for (var ind in mpl.extensions) {\n", + " var fmt = mpl.extensions[ind];\n", + " var option = document.createElement('option');\n", + " option.selected = fmt === mpl.default_extension;\n", + " option.innerHTML = fmt;\n", + " fmt_picker.appendChild(option);\n", + " }\n", + "\n", + " var status_bar = document.createElement('span');\n", + " status_bar.classList = 'mpl-message';\n", + " toolbar.appendChild(status_bar);\n", + " this.message = status_bar;\n", + "};\n", + "\n", + "mpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n", + " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", + " // which will in turn request a refresh of the image.\n", + " this.send_message('resize', { width: x_pixels, height: y_pixels });\n", + "};\n", + "\n", + "mpl.figure.prototype.send_message = function (type, properties) {\n", + " properties['type'] = type;\n", + " properties['figure_id'] = this.id;\n", + " this.ws.send(JSON.stringify(properties));\n", + "};\n", + "\n", + "mpl.figure.prototype.send_draw_message = function () {\n", + " if (!this.waiting) {\n", + " this.waiting = true;\n", + " this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_save = function (fig, _msg) {\n", + " var format_dropdown = fig.format_dropdown;\n", + " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", + " fig.ondownload(fig, format);\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_resize = function (fig, msg) {\n", + " var size = msg['size'];\n", + " if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n", + " fig._resize_canvas(size[0], size[1], msg['forward']);\n", + " fig.send_message('refresh', {});\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n", + " var x0 = msg['x0'] / fig.ratio;\n", + " var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n", + " var x1 = msg['x1'] / fig.ratio;\n", + " var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n", + " x0 = Math.floor(x0) + 0.5;\n", + " y0 = Math.floor(y0) + 0.5;\n", + " x1 = Math.floor(x1) + 0.5;\n", + " y1 = Math.floor(y1) + 0.5;\n", + " var min_x = Math.min(x0, x1);\n", + " var min_y = Math.min(y0, y1);\n", + " var width = Math.abs(x1 - x0);\n", + " var height = Math.abs(y1 - y0);\n", + "\n", + " fig.rubberband_context.clearRect(\n", + " 0,\n", + " 0,\n", + " fig.canvas.width / fig.ratio,\n", + " fig.canvas.height / fig.ratio\n", + " );\n", + "\n", + " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_figure_label = function (fig, msg) {\n", + " // Updates the figure title.\n", + " fig.header.textContent = msg['label'];\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_cursor = function (fig, msg) {\n", + " fig.rubberband_canvas.style.cursor = msg['cursor'];\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_message = function (fig, msg) {\n", + " fig.message.textContent = msg['message'];\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_draw = function (fig, _msg) {\n", + " // Request the server to send over a new figure.\n", + " fig.send_draw_message();\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_image_mode = function (fig, msg) {\n", + " fig.image_mode = msg['mode'];\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n", + " for (var key in msg) {\n", + " if (!(key in fig.buttons)) {\n", + " continue;\n", + " }\n", + " fig.buttons[key].disabled = !msg[key];\n", + " fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n", + " if (msg['mode'] === 'PAN') {\n", + " fig.buttons['Pan'].classList.add('active');\n", + " fig.buttons['Zoom'].classList.remove('active');\n", + " } else if (msg['mode'] === 'ZOOM') {\n", + " fig.buttons['Pan'].classList.remove('active');\n", + " fig.buttons['Zoom'].classList.add('active');\n", + " } else {\n", + " fig.buttons['Pan'].classList.remove('active');\n", + " fig.buttons['Zoom'].classList.remove('active');\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.updated_canvas_event = function () {\n", + " // Called whenever the canvas gets updated.\n", + " this.send_message('ack', {});\n", + "};\n", + "\n", + "// A function to construct a web socket function for onmessage handling.\n", + "// Called in the figure constructor.\n", + "mpl.figure.prototype._make_on_message_function = function (fig) {\n", + " return function socket_on_message(evt) {\n", + " if (evt.data instanceof Blob) {\n", + " var img = evt.data;\n", + " if (img.type !== 'image/png') {\n", + " /* FIXME: We get \"Resource interpreted as Image but\n", + " * transferred with MIME type text/plain:\" errors on\n", + " * Chrome. But how to set the MIME type? It doesn't seem\n", + " * to be part of the websocket stream */\n", + " img.type = 'image/png';\n", + " }\n", + "\n", + " /* Free the memory for the previous frames */\n", + " if (fig.imageObj.src) {\n", + " (window.URL || window.webkitURL).revokeObjectURL(\n", + " fig.imageObj.src\n", + " );\n", + " }\n", + "\n", + " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", + " img\n", + " );\n", + " fig.updated_canvas_event();\n", + " fig.waiting = false;\n", + " return;\n", + " } else if (\n", + " typeof evt.data === 'string' &&\n", + " evt.data.slice(0, 21) === 'data:image/png;base64'\n", + " ) {\n", + " fig.imageObj.src = evt.data;\n", + " fig.updated_canvas_event();\n", + " fig.waiting = false;\n", + " return;\n", + " }\n", + "\n", + " var msg = JSON.parse(evt.data);\n", + " var msg_type = msg['type'];\n", + "\n", + " // Call the \"handle_{type}\" callback, which takes\n", + " // the figure and JSON message as its only arguments.\n", + " try {\n", + " var callback = fig['handle_' + msg_type];\n", + " } catch (e) {\n", + " console.log(\n", + " \"No handler for the '\" + msg_type + \"' message type: \",\n", + " msg\n", + " );\n", + " return;\n", + " }\n", + "\n", + " if (callback) {\n", + " try {\n", + " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", + " callback(fig, msg);\n", + " } catch (e) {\n", + " console.log(\n", + " \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n", + " e,\n", + " e.stack,\n", + " msg\n", + " );\n", + " }\n", + " }\n", + " };\n", + "};\n", + "\n", + "// from https://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", + "mpl.findpos = function (e) {\n", + " //this section is from http://www.quirksmode.org/js/events_properties.html\n", + " var targ;\n", + " if (!e) {\n", + " e = window.event;\n", + " }\n", + " if (e.target) {\n", + " targ = e.target;\n", + " } else if (e.srcElement) {\n", + " targ = e.srcElement;\n", + " }\n", + " if (targ.nodeType === 3) {\n", + " // defeat Safari bug\n", + " targ = targ.parentNode;\n", + " }\n", + "\n", + " // pageX,Y are the mouse positions relative to the document\n", + " var boundingRect = targ.getBoundingClientRect();\n", + " var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n", + " var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n", + "\n", + " return { x: x, y: y };\n", + "};\n", + "\n", + "/*\n", + " * return a copy of an object with only non-object keys\n", + " * we need this to avoid circular references\n", + " * https://stackoverflow.com/a/24161582/3208463\n", + " */\n", + "function simpleKeys(original) {\n", + " return Object.keys(original).reduce(function (obj, key) {\n", + " if (typeof original[key] !== 'object') {\n", + " obj[key] = original[key];\n", + " }\n", + " return obj;\n", + " }, {});\n", + "}\n", + "\n", + "mpl.figure.prototype.mouse_event = function (event, name) {\n", + " var canvas_pos = mpl.findpos(event);\n", + "\n", + " if (name === 'button_press') {\n", + " this.canvas.focus();\n", + " this.canvas_div.focus();\n", + " }\n", + "\n", + " var x = canvas_pos.x * this.ratio;\n", + " var y = canvas_pos.y * this.ratio;\n", + "\n", + " this.send_message(name, {\n", + " x: x,\n", + " y: y,\n", + " button: event.button,\n", + " step: event.step,\n", + " guiEvent: simpleKeys(event),\n", + " });\n", + "\n", + " /* This prevents the web browser from automatically changing to\n", + " * the text insertion cursor when the button is pressed. We want\n", + " * to control all of the cursor setting manually through the\n", + " * 'cursor' event from matplotlib */\n", + " event.preventDefault();\n", + " return false;\n", + "};\n", + "\n", + "mpl.figure.prototype._key_event_extra = function (_event, _name) {\n", + " // Handle any extra behaviour associated with a key event\n", + "};\n", + "\n", + "mpl.figure.prototype.key_event = function (event, name) {\n", + " // Prevent repeat events\n", + " if (name === 'key_press') {\n", + " if (event.key === this._key) {\n", + " return;\n", + " } else {\n", + " this._key = event.key;\n", + " }\n", + " }\n", + " if (name === 'key_release') {\n", + " this._key = null;\n", + " }\n", + "\n", + " var value = '';\n", + " if (event.ctrlKey && event.key !== 'Control') {\n", + " value += 'ctrl+';\n", + " }\n", + " else if (event.altKey && event.key !== 'Alt') {\n", + " value += 'alt+';\n", + " }\n", + " else if (event.shiftKey && event.key !== 'Shift') {\n", + " value += 'shift+';\n", + " }\n", + "\n", + " value += 'k' + event.key;\n", + "\n", + " this._key_event_extra(event, name);\n", + "\n", + " this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n", + " return false;\n", + "};\n", + "\n", + "mpl.figure.prototype.toolbar_button_onclick = function (name) {\n", + " if (name === 'download') {\n", + " this.handle_save(this, null);\n", + " } else {\n", + " this.send_message('toolbar_button', { name: name });\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n", + " this.message.textContent = tooltip;\n", + "};\n", + "\n", + "///////////////// REMAINING CONTENT GENERATED BY embed_js.py /////////////////\n", + "// prettier-ignore\n", + "var _JSXTOOLS_RESIZE_OBSERVER=function(A){var t,i=new WeakMap,n=new WeakMap,a=new WeakMap,r=new WeakMap,o=new Set;function s(e){if(!(this instanceof s))throw new TypeError(\"Constructor requires 'new' operator\");i.set(this,e)}function h(){throw new TypeError(\"Function is not a constructor\")}function c(e,t,i,n){e=0 in arguments?Number(arguments[0]):0,t=1 in arguments?Number(arguments[1]):0,i=2 in arguments?Number(arguments[2]):0,n=3 in arguments?Number(arguments[3]):0,this.right=(this.x=this.left=e)+(this.width=i),this.bottom=(this.y=this.top=t)+(this.height=n),Object.freeze(this)}function d(){t=requestAnimationFrame(d);var s=new WeakMap,p=new Set;o.forEach((function(t){r.get(t).forEach((function(i){var r=t instanceof window.SVGElement,o=a.get(t),d=r?0:parseFloat(o.paddingTop),f=r?0:parseFloat(o.paddingRight),l=r?0:parseFloat(o.paddingBottom),u=r?0:parseFloat(o.paddingLeft),g=r?0:parseFloat(o.borderTopWidth),m=r?0:parseFloat(o.borderRightWidth),w=r?0:parseFloat(o.borderBottomWidth),b=u+f,F=d+l,v=(r?0:parseFloat(o.borderLeftWidth))+m,W=g+w,y=r?0:t.offsetHeight-W-t.clientHeight,E=r?0:t.offsetWidth-v-t.clientWidth,R=b+v,z=F+W,M=r?t.width:parseFloat(o.width)-R-E,O=r?t.height:parseFloat(o.height)-z-y;if(n.has(t)){var k=n.get(t);if(k[0]===M&&k[1]===O)return}n.set(t,[M,O]);var S=Object.create(h.prototype);S.target=t,S.contentRect=new c(u,d,M,O),s.has(i)||(s.set(i,[]),p.add(i)),s.get(i).push(S)}))})),p.forEach((function(e){i.get(e).call(e,s.get(e),e)}))}return s.prototype.observe=function(i){if(i instanceof window.Element){r.has(i)||(r.set(i,new Set),o.add(i),a.set(i,window.getComputedStyle(i)));var n=r.get(i);n.has(this)||n.add(this),cancelAnimationFrame(t),t=requestAnimationFrame(d)}},s.prototype.unobserve=function(i){if(i instanceof window.Element&&r.has(i)){var n=r.get(i);n.has(this)&&(n.delete(this),n.size||(r.delete(i),o.delete(i))),n.size||r.delete(i),o.size||cancelAnimationFrame(t)}},A.DOMRectReadOnly=c,A.ResizeObserver=s,A.ResizeObserverEntry=h,A}; // eslint-disable-line\n", + "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n", + "\n", + "mpl.extensions = [\"eps\", \"jpeg\", \"pgf\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", + "\n", + "mpl.default_extension = \"png\";/* global mpl */\n", + "\n", + "var comm_websocket_adapter = function (comm) {\n", + " // Create a \"websocket\"-like object which calls the given IPython comm\n", + " // object with the appropriate methods. Currently this is a non binary\n", + " // socket, so there is still some room for performance tuning.\n", + " var ws = {};\n", + "\n", + " ws.binaryType = comm.kernel.ws.binaryType;\n", + " ws.readyState = comm.kernel.ws.readyState;\n", + " function updateReadyState(_event) {\n", + " if (comm.kernel.ws) {\n", + " ws.readyState = comm.kernel.ws.readyState;\n", + " } else {\n", + " ws.readyState = 3; // Closed state.\n", + " }\n", + " }\n", + " comm.kernel.ws.addEventListener('open', updateReadyState);\n", + " comm.kernel.ws.addEventListener('close', updateReadyState);\n", + " comm.kernel.ws.addEventListener('error', updateReadyState);\n", + "\n", + " ws.close = function () {\n", + " comm.close();\n", + " };\n", + " ws.send = function (m) {\n", + " //console.log('sending', m);\n", + " comm.send(m);\n", + " };\n", + " // Register the callback with on_msg.\n", + " comm.on_msg(function (msg) {\n", + " //console.log('receiving', msg['content']['data'], msg);\n", + " var data = msg['content']['data'];\n", + " if (data['blob'] !== undefined) {\n", + " data = {\n", + " data: new Blob(msg['buffers'], { type: data['blob'] }),\n", + " };\n", + " }\n", + " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", + " ws.onmessage(data);\n", + " });\n", + " return ws;\n", + "};\n", + "\n", + "mpl.mpl_figure_comm = function (comm, msg) {\n", + " // This is the function which gets called when the mpl process\n", + " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", + "\n", + " var id = msg.content.data.id;\n", + " // Get hold of the div created by the display call when the Comm\n", + " // socket was opened in Python.\n", + " var element = document.getElementById(id);\n", + " var ws_proxy = comm_websocket_adapter(comm);\n", + "\n", + " function ondownload(figure, _format) {\n", + " window.open(figure.canvas.toDataURL());\n", + " }\n", + "\n", + " var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n", + "\n", + " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", + " // web socket which is closed, not our websocket->open comm proxy.\n", + " ws_proxy.onopen();\n", + "\n", + " fig.parent_element = element;\n", + " fig.cell_info = mpl.find_output_cell(\"
\");\n", + " if (!fig.cell_info) {\n", + " console.error('Failed to find cell for figure', id, fig);\n", + " return;\n", + " }\n", + " fig.cell_info[0].output_area.element.on(\n", + " 'cleared',\n", + " { fig: fig },\n", + " fig._remove_fig_handler\n", + " );\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_close = function (fig, msg) {\n", + " var width = fig.canvas.width / fig.ratio;\n", + " fig.cell_info[0].output_area.element.off(\n", + " 'cleared',\n", + " fig._remove_fig_handler\n", + " );\n", + " fig.resizeObserverInstance.unobserve(fig.canvas_div);\n", + "\n", + " // Update the output cell to use the data from the current canvas.\n", + " fig.push_to_output();\n", + " var dataURL = fig.canvas.toDataURL();\n", + " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", + " // the notebook keyboard shortcuts fail.\n", + " IPython.keyboard_manager.enable();\n", + " fig.parent_element.innerHTML =\n", + " '';\n", + " fig.close_ws(fig, msg);\n", + "};\n", + "\n", + "mpl.figure.prototype.close_ws = function (fig, msg) {\n", + " fig.send_message('closing', msg);\n", + " // fig.ws.close()\n", + "};\n", + "\n", + "mpl.figure.prototype.push_to_output = function (_remove_interactive) {\n", + " // Turn the data on the canvas into data in the output cell.\n", + " var width = this.canvas.width / this.ratio;\n", + " var dataURL = this.canvas.toDataURL();\n", + " this.cell_info[1]['text/html'] =\n", + " '';\n", + "};\n", + "\n", + "mpl.figure.prototype.updated_canvas_event = function () {\n", + " // Tell IPython that the notebook contents must change.\n", + " IPython.notebook.set_dirty(true);\n", + " this.send_message('ack', {});\n", + " var fig = this;\n", + " // Wait a second, then push the new image to the DOM so\n", + " // that it is saved nicely (might be nice to debounce this).\n", + " setTimeout(function () {\n", + " fig.push_to_output();\n", + " }, 1000);\n", + "};\n", + "\n", + "mpl.figure.prototype._init_toolbar = function () {\n", + " var fig = this;\n", + "\n", + " var toolbar = document.createElement('div');\n", + " toolbar.classList = 'btn-toolbar';\n", + " this.root.appendChild(toolbar);\n", + "\n", + " function on_click_closure(name) {\n", + " return function (_event) {\n", + " return fig.toolbar_button_onclick(name);\n", + " };\n", + " }\n", + "\n", + " function on_mouseover_closure(tooltip) {\n", + " return function (event) {\n", + " if (!event.currentTarget.disabled) {\n", + " return fig.toolbar_button_onmouseover(tooltip);\n", + " }\n", + " };\n", + " }\n", + "\n", + " fig.buttons = {};\n", + " var buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'btn-group';\n", + " var button;\n", + " for (var toolbar_ind in mpl.toolbar_items) {\n", + " var name = mpl.toolbar_items[toolbar_ind][0];\n", + " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", + " var image = mpl.toolbar_items[toolbar_ind][2];\n", + " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", + "\n", + " if (!name) {\n", + " /* Instead of a spacer, we start a new button group. */\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + " buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'btn-group';\n", + " continue;\n", + " }\n", + "\n", + " button = fig.buttons[name] = document.createElement('button');\n", + " button.classList = 'btn btn-default';\n", + " button.href = '#';\n", + " button.title = name;\n", + " button.innerHTML = '';\n", + " button.addEventListener('click', on_click_closure(method_name));\n", + " button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n", + " buttonGroup.appendChild(button);\n", + " }\n", + "\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + "\n", + " // Add the status bar.\n", + " var status_bar = document.createElement('span');\n", + " status_bar.classList = 'mpl-message pull-right';\n", + " toolbar.appendChild(status_bar);\n", + " this.message = status_bar;\n", + "\n", + " // Add the close button to the window.\n", + " var buttongrp = document.createElement('div');\n", + " buttongrp.classList = 'btn-group inline pull-right';\n", + " button = document.createElement('button');\n", + " button.classList = 'btn btn-mini btn-primary';\n", + " button.href = '#';\n", + " button.title = 'Stop Interaction';\n", + " button.innerHTML = '';\n", + " button.addEventListener('click', function (_evt) {\n", + " fig.handle_close(fig, {});\n", + " });\n", + " button.addEventListener(\n", + " 'mouseover',\n", + " on_mouseover_closure('Stop Interaction')\n", + " );\n", + " buttongrp.appendChild(button);\n", + " var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n", + " titlebar.insertBefore(buttongrp, titlebar.firstChild);\n", + "};\n", + "\n", + "mpl.figure.prototype._remove_fig_handler = function (event) {\n", + " var fig = event.data.fig;\n", + " if (event.target !== this) {\n", + " // Ignore bubbled events from children.\n", + " return;\n", + " }\n", + " fig.close_ws(fig, {});\n", + "};\n", + "\n", + "mpl.figure.prototype._root_extra_style = function (el) {\n", + " el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n", + "};\n", + "\n", + "mpl.figure.prototype._canvas_extra_style = function (el) {\n", + " // this is important to make the div 'focusable\n", + " el.setAttribute('tabindex', 0);\n", + " // reach out to IPython and tell the keyboard manager to turn it's self\n", + " // off when our div gets focus\n", + "\n", + " // location in version 3\n", + " if (IPython.notebook.keyboard_manager) {\n", + " IPython.notebook.keyboard_manager.register_events(el);\n", + " } else {\n", + " // location in version 2\n", + " IPython.keyboard_manager.register_events(el);\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype._key_event_extra = function (event, _name) {\n", + " // Check for shift+enter\n", + " if (event.shiftKey && event.which === 13) {\n", + " this.canvas_div.blur();\n", + " // select the cell after this one\n", + " var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n", + " IPython.notebook.select(index + 1);\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_save = function (fig, _msg) {\n", + " fig.ondownload(fig, null);\n", + "};\n", + "\n", + "mpl.find_output_cell = function (html_output) {\n", + " // Return the cell and output element which can be found *uniquely* in the notebook.\n", + " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", + " // IPython event is triggered only after the cells have been serialised, which for\n", + " // our purposes (turning an active figure into a static one), is too late.\n", + " var cells = IPython.notebook.get_cells();\n", + " var ncells = cells.length;\n", + " for (var i = 0; i < ncells; i++) {\n", + " var cell = cells[i];\n", + " if (cell.cell_type === 'code') {\n", + " for (var j = 0; j < cell.output_area.outputs.length; j++) {\n", + " var data = cell.output_area.outputs[j];\n", + " if (data.data) {\n", + " // IPython >= 3 moved mimebundle to data attribute of output\n", + " data = data.data;\n", + " }\n", + " if (data['text/html'] === html_output) {\n", + " return [cell, data, j];\n", + " }\n", + " }\n", + " }\n", + " }\n", + "};\n", + "\n", + "// Register the function which deals with the matplotlib target/channel.\n", + "// The kernel may be null if the page has been refreshed.\n", + "if (IPython.notebook.kernel !== null) {\n", + " IPython.notebook.kernel.comm_manager.register_target(\n", + " 'matplotlib',\n", + " mpl.mpl_figure_comm\n", + " );\n", + "}\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%matplotlib notebook\n", + "plt.scatter(data.fires,data.thefts)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3a7fbf6d", + "metadata": {}, + "outputs": [], + "source": [ + "def loss_function(m, b, points):\n", + " total_loss = 0\n", + " for i in range(len(points)):\n", + " x = points." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/cw_3/.ipynb_checkpoints/mian-checkpoint.ipynb b/cw_3/.ipynb_checkpoints/mian-checkpoint.ipynb new file mode 100644 index 0000000..4ff8520 --- /dev/null +++ b/cw_3/.ipynb_checkpoints/mian-checkpoint.ipynb @@ -0,0 +1,1092 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 5, + "id": "4d3e77b7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " fires thefts\n", + "0 6.2 29\n", + "1 9.5 44\n", + "2 10.5 36\n", + "3 7.7 37\n", + "4 8.6 53\n", + "5 34.1 68\n", + "6 11.0 75\n", + "7 6.9 18\n", + "8 7.3 31\n", + "9 15.1 25\n", + "10 29.1 34\n", + "11 2.2 14\n", + "12 5.7 11\n", + "13 2.0 11\n", + "14 2.5 22\n", + "15 4.0 16\n", + "16 5.4 27\n", + "17 2.2 9\n", + "18 7.2 29\n", + "19 15.1 30\n", + "20 16.5 40\n", + "21 18.4 32\n", + "22 36.2 41\n", + "23 39.7 147\n", + "24 18.5 22\n", + "25 23.3 29\n", + "26 12.2 46\n", + "27 5.6 23\n", + "28 21.8 4\n", + "29 21.6 31\n", + "30 9.0 39\n", + "31 3.6 15\n", + "32 5.0 32\n", + "33 28.6 27\n", + "34 17.4 32\n", + "35 11.3 34\n", + "36 3.4 17\n", + "37 11.9 46\n", + "38 10.5 42\n", + "39 10.7 43\n", + "40 10.8 34\n", + "41 4.8 19\n" + ] + } + ], + "source": [ + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "data = pd.read_csv('fires_thefts.csv', names=['fires','thefts'])\n", + "print(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "eadcf9ca", + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "/* Put everything inside the global mpl namespace */\n", + "/* global mpl */\n", + "window.mpl = {};\n", + "\n", + "mpl.get_websocket_type = function () {\n", + " if (typeof WebSocket !== 'undefined') {\n", + " return WebSocket;\n", + " } else if (typeof MozWebSocket !== 'undefined') {\n", + " return MozWebSocket;\n", + " } else {\n", + " alert(\n", + " 'Your browser does not have WebSocket support. ' +\n", + " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n", + " 'Firefox 4 and 5 are also supported but you ' +\n", + " 'have to enable WebSockets in about:config.'\n", + " );\n", + " }\n", + "};\n", + "\n", + "mpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n", + " this.id = figure_id;\n", + "\n", + " this.ws = websocket;\n", + "\n", + " this.supports_binary = this.ws.binaryType !== undefined;\n", + "\n", + " if (!this.supports_binary) {\n", + " var warnings = document.getElementById('mpl-warnings');\n", + " if (warnings) {\n", + " warnings.style.display = 'block';\n", + " warnings.textContent =\n", + " 'This browser does not support binary websocket messages. ' +\n", + " 'Performance may be slow.';\n", + " }\n", + " }\n", + "\n", + " this.imageObj = new Image();\n", + "\n", + " this.context = undefined;\n", + " this.message = undefined;\n", + " this.canvas = undefined;\n", + " this.rubberband_canvas = undefined;\n", + " this.rubberband_context = undefined;\n", + " this.format_dropdown = undefined;\n", + "\n", + " this.image_mode = 'full';\n", + "\n", + " this.root = document.createElement('div');\n", + " this.root.setAttribute('style', 'display: inline-block');\n", + " this._root_extra_style(this.root);\n", + "\n", + " parent_element.appendChild(this.root);\n", + "\n", + " this._init_header(this);\n", + " this._init_canvas(this);\n", + " this._init_toolbar(this);\n", + "\n", + " var fig = this;\n", + "\n", + " this.waiting = false;\n", + "\n", + " this.ws.onopen = function () {\n", + " fig.send_message('supports_binary', { value: fig.supports_binary });\n", + " fig.send_message('send_image_mode', {});\n", + " if (fig.ratio !== 1) {\n", + " fig.send_message('set_device_pixel_ratio', {\n", + " device_pixel_ratio: fig.ratio,\n", + " });\n", + " }\n", + " fig.send_message('refresh', {});\n", + " };\n", + "\n", + " this.imageObj.onload = function () {\n", + " if (fig.image_mode === 'full') {\n", + " // Full images could contain transparency (where diff images\n", + " // almost always do), so we need to clear the canvas so that\n", + " // there is no ghosting.\n", + " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", + " }\n", + " fig.context.drawImage(fig.imageObj, 0, 0);\n", + " };\n", + "\n", + " this.imageObj.onunload = function () {\n", + " fig.ws.close();\n", + " };\n", + "\n", + " this.ws.onmessage = this._make_on_message_function(this);\n", + "\n", + " this.ondownload = ondownload;\n", + "};\n", + "\n", + "mpl.figure.prototype._init_header = function () {\n", + " var titlebar = document.createElement('div');\n", + " titlebar.classList =\n", + " 'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n", + " var titletext = document.createElement('div');\n", + " titletext.classList = 'ui-dialog-title';\n", + " titletext.setAttribute(\n", + " 'style',\n", + " 'width: 100%; text-align: center; padding: 3px;'\n", + " );\n", + " titlebar.appendChild(titletext);\n", + " this.root.appendChild(titlebar);\n", + " this.header = titletext;\n", + "};\n", + "\n", + "mpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n", + "\n", + "mpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n", + "\n", + "mpl.figure.prototype._init_canvas = function () {\n", + " var fig = this;\n", + "\n", + " var canvas_div = (this.canvas_div = document.createElement('div'));\n", + " canvas_div.setAttribute(\n", + " 'style',\n", + " 'border: 1px solid #ddd;' +\n", + " 'box-sizing: content-box;' +\n", + " 'clear: both;' +\n", + " 'min-height: 1px;' +\n", + " 'min-width: 1px;' +\n", + " 'outline: 0;' +\n", + " 'overflow: hidden;' +\n", + " 'position: relative;' +\n", + " 'resize: both;'\n", + " );\n", + "\n", + " function on_keyboard_event_closure(name) {\n", + " return function (event) {\n", + " return fig.key_event(event, name);\n", + " };\n", + " }\n", + "\n", + " canvas_div.addEventListener(\n", + " 'keydown',\n", + " on_keyboard_event_closure('key_press')\n", + " );\n", + " canvas_div.addEventListener(\n", + " 'keyup',\n", + " on_keyboard_event_closure('key_release')\n", + " );\n", + "\n", + " this._canvas_extra_style(canvas_div);\n", + " this.root.appendChild(canvas_div);\n", + "\n", + " var canvas = (this.canvas = document.createElement('canvas'));\n", + " canvas.classList.add('mpl-canvas');\n", + " canvas.setAttribute('style', 'box-sizing: content-box;');\n", + "\n", + " this.context = canvas.getContext('2d');\n", + "\n", + " var backingStore =\n", + " this.context.backingStorePixelRatio ||\n", + " this.context.webkitBackingStorePixelRatio ||\n", + " this.context.mozBackingStorePixelRatio ||\n", + " this.context.msBackingStorePixelRatio ||\n", + " this.context.oBackingStorePixelRatio ||\n", + " this.context.backingStorePixelRatio ||\n", + " 1;\n", + "\n", + " this.ratio = (window.devicePixelRatio || 1) / backingStore;\n", + "\n", + " var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n", + " 'canvas'\n", + " ));\n", + " rubberband_canvas.setAttribute(\n", + " 'style',\n", + " 'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n", + " );\n", + "\n", + " // Apply a ponyfill if ResizeObserver is not implemented by browser.\n", + " if (this.ResizeObserver === undefined) {\n", + " if (window.ResizeObserver !== undefined) {\n", + " this.ResizeObserver = window.ResizeObserver;\n", + " } else {\n", + " var obs = _JSXTOOLS_RESIZE_OBSERVER({});\n", + " this.ResizeObserver = obs.ResizeObserver;\n", + " }\n", + " }\n", + "\n", + " this.resizeObserverInstance = new this.ResizeObserver(function (entries) {\n", + " var nentries = entries.length;\n", + " for (var i = 0; i < nentries; i++) {\n", + " var entry = entries[i];\n", + " var width, height;\n", + " if (entry.contentBoxSize) {\n", + " if (entry.contentBoxSize instanceof Array) {\n", + " // Chrome 84 implements new version of spec.\n", + " width = entry.contentBoxSize[0].inlineSize;\n", + " height = entry.contentBoxSize[0].blockSize;\n", + " } else {\n", + " // Firefox implements old version of spec.\n", + " width = entry.contentBoxSize.inlineSize;\n", + " height = entry.contentBoxSize.blockSize;\n", + " }\n", + " } else {\n", + " // Chrome <84 implements even older version of spec.\n", + " width = entry.contentRect.width;\n", + " height = entry.contentRect.height;\n", + " }\n", + "\n", + " // Keep the size of the canvas and rubber band canvas in sync with\n", + " // the canvas container.\n", + " if (entry.devicePixelContentBoxSize) {\n", + " // Chrome 84 implements new version of spec.\n", + " canvas.setAttribute(\n", + " 'width',\n", + " entry.devicePixelContentBoxSize[0].inlineSize\n", + " );\n", + " canvas.setAttribute(\n", + " 'height',\n", + " entry.devicePixelContentBoxSize[0].blockSize\n", + " );\n", + " } else {\n", + " canvas.setAttribute('width', width * fig.ratio);\n", + " canvas.setAttribute('height', height * fig.ratio);\n", + " }\n", + " canvas.setAttribute(\n", + " 'style',\n", + " 'width: ' + width + 'px; height: ' + height + 'px;'\n", + " );\n", + "\n", + " rubberband_canvas.setAttribute('width', width);\n", + " rubberband_canvas.setAttribute('height', height);\n", + "\n", + " // And update the size in Python. We ignore the initial 0/0 size\n", + " // that occurs as the element is placed into the DOM, which should\n", + " // otherwise not happen due to the minimum size styling.\n", + " if (fig.ws.readyState == 1 && width != 0 && height != 0) {\n", + " fig.request_resize(width, height);\n", + " }\n", + " }\n", + " });\n", + " this.resizeObserverInstance.observe(canvas_div);\n", + "\n", + " function on_mouse_event_closure(name) {\n", + " return function (event) {\n", + " return fig.mouse_event(event, name);\n", + " };\n", + " }\n", + "\n", + " rubberband_canvas.addEventListener(\n", + " 'mousedown',\n", + " on_mouse_event_closure('button_press')\n", + " );\n", + " rubberband_canvas.addEventListener(\n", + " 'mouseup',\n", + " on_mouse_event_closure('button_release')\n", + " );\n", + " rubberband_canvas.addEventListener(\n", + " 'dblclick',\n", + " on_mouse_event_closure('dblclick')\n", + " );\n", + " // Throttle sequential mouse events to 1 every 20ms.\n", + " rubberband_canvas.addEventListener(\n", + " 'mousemove',\n", + " on_mouse_event_closure('motion_notify')\n", + " );\n", + "\n", + " rubberband_canvas.addEventListener(\n", + " 'mouseenter',\n", + " on_mouse_event_closure('figure_enter')\n", + " );\n", + " rubberband_canvas.addEventListener(\n", + " 'mouseleave',\n", + " on_mouse_event_closure('figure_leave')\n", + " );\n", + "\n", + " canvas_div.addEventListener('wheel', function (event) {\n", + " if (event.deltaY < 0) {\n", + " event.step = 1;\n", + " } else {\n", + " event.step = -1;\n", + " }\n", + " on_mouse_event_closure('scroll')(event);\n", + " });\n", + "\n", + " canvas_div.appendChild(canvas);\n", + " canvas_div.appendChild(rubberband_canvas);\n", + "\n", + " this.rubberband_context = rubberband_canvas.getContext('2d');\n", + " this.rubberband_context.strokeStyle = '#000000';\n", + "\n", + " this._resize_canvas = function (width, height, forward) {\n", + " if (forward) {\n", + " canvas_div.style.width = width + 'px';\n", + " canvas_div.style.height = height + 'px';\n", + " }\n", + " };\n", + "\n", + " // Disable right mouse context menu.\n", + " this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n", + " event.preventDefault();\n", + " return false;\n", + " });\n", + "\n", + " function set_focus() {\n", + " canvas.focus();\n", + " canvas_div.focus();\n", + " }\n", + "\n", + " window.setTimeout(set_focus, 100);\n", + "};\n", + "\n", + "mpl.figure.prototype._init_toolbar = function () {\n", + " var fig = this;\n", + "\n", + " var toolbar = document.createElement('div');\n", + " toolbar.classList = 'mpl-toolbar';\n", + " this.root.appendChild(toolbar);\n", + "\n", + " function on_click_closure(name) {\n", + " return function (_event) {\n", + " return fig.toolbar_button_onclick(name);\n", + " };\n", + " }\n", + "\n", + " function on_mouseover_closure(tooltip) {\n", + " return function (event) {\n", + " if (!event.currentTarget.disabled) {\n", + " return fig.toolbar_button_onmouseover(tooltip);\n", + " }\n", + " };\n", + " }\n", + "\n", + " fig.buttons = {};\n", + " var buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'mpl-button-group';\n", + " for (var toolbar_ind in mpl.toolbar_items) {\n", + " var name = mpl.toolbar_items[toolbar_ind][0];\n", + " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", + " var image = mpl.toolbar_items[toolbar_ind][2];\n", + " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", + "\n", + " if (!name) {\n", + " /* Instead of a spacer, we start a new button group. */\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + " buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'mpl-button-group';\n", + " continue;\n", + " }\n", + "\n", + " var button = (fig.buttons[name] = document.createElement('button'));\n", + " button.classList = 'mpl-widget';\n", + " button.setAttribute('role', 'button');\n", + " button.setAttribute('aria-disabled', 'false');\n", + " button.addEventListener('click', on_click_closure(method_name));\n", + " button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n", + "\n", + " var icon_img = document.createElement('img');\n", + " icon_img.src = '_images/' + image + '.png';\n", + " icon_img.srcset = '_images/' + image + '_large.png 2x';\n", + " icon_img.alt = tooltip;\n", + " button.appendChild(icon_img);\n", + "\n", + " buttonGroup.appendChild(button);\n", + " }\n", + "\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + "\n", + " var fmt_picker = document.createElement('select');\n", + " fmt_picker.classList = 'mpl-widget';\n", + " toolbar.appendChild(fmt_picker);\n", + " this.format_dropdown = fmt_picker;\n", + "\n", + " for (var ind in mpl.extensions) {\n", + " var fmt = mpl.extensions[ind];\n", + " var option = document.createElement('option');\n", + " option.selected = fmt === mpl.default_extension;\n", + " option.innerHTML = fmt;\n", + " fmt_picker.appendChild(option);\n", + " }\n", + "\n", + " var status_bar = document.createElement('span');\n", + " status_bar.classList = 'mpl-message';\n", + " toolbar.appendChild(status_bar);\n", + " this.message = status_bar;\n", + "};\n", + "\n", + "mpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n", + " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", + " // which will in turn request a refresh of the image.\n", + " this.send_message('resize', { width: x_pixels, height: y_pixels });\n", + "};\n", + "\n", + "mpl.figure.prototype.send_message = function (type, properties) {\n", + " properties['type'] = type;\n", + " properties['figure_id'] = this.id;\n", + " this.ws.send(JSON.stringify(properties));\n", + "};\n", + "\n", + "mpl.figure.prototype.send_draw_message = function () {\n", + " if (!this.waiting) {\n", + " this.waiting = true;\n", + " this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_save = function (fig, _msg) {\n", + " var format_dropdown = fig.format_dropdown;\n", + " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", + " fig.ondownload(fig, format);\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_resize = function (fig, msg) {\n", + " var size = msg['size'];\n", + " if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n", + " fig._resize_canvas(size[0], size[1], msg['forward']);\n", + " fig.send_message('refresh', {});\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n", + " var x0 = msg['x0'] / fig.ratio;\n", + " var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n", + " var x1 = msg['x1'] / fig.ratio;\n", + " var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n", + " x0 = Math.floor(x0) + 0.5;\n", + " y0 = Math.floor(y0) + 0.5;\n", + " x1 = Math.floor(x1) + 0.5;\n", + " y1 = Math.floor(y1) + 0.5;\n", + " var min_x = Math.min(x0, x1);\n", + " var min_y = Math.min(y0, y1);\n", + " var width = Math.abs(x1 - x0);\n", + " var height = Math.abs(y1 - y0);\n", + "\n", + " fig.rubberband_context.clearRect(\n", + " 0,\n", + " 0,\n", + " fig.canvas.width / fig.ratio,\n", + " fig.canvas.height / fig.ratio\n", + " );\n", + "\n", + " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_figure_label = function (fig, msg) {\n", + " // Updates the figure title.\n", + " fig.header.textContent = msg['label'];\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_cursor = function (fig, msg) {\n", + " fig.rubberband_canvas.style.cursor = msg['cursor'];\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_message = function (fig, msg) {\n", + " fig.message.textContent = msg['message'];\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_draw = function (fig, _msg) {\n", + " // Request the server to send over a new figure.\n", + " fig.send_draw_message();\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_image_mode = function (fig, msg) {\n", + " fig.image_mode = msg['mode'];\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n", + " for (var key in msg) {\n", + " if (!(key in fig.buttons)) {\n", + " continue;\n", + " }\n", + " fig.buttons[key].disabled = !msg[key];\n", + " fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n", + " if (msg['mode'] === 'PAN') {\n", + " fig.buttons['Pan'].classList.add('active');\n", + " fig.buttons['Zoom'].classList.remove('active');\n", + " } else if (msg['mode'] === 'ZOOM') {\n", + " fig.buttons['Pan'].classList.remove('active');\n", + " fig.buttons['Zoom'].classList.add('active');\n", + " } else {\n", + " fig.buttons['Pan'].classList.remove('active');\n", + " fig.buttons['Zoom'].classList.remove('active');\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.updated_canvas_event = function () {\n", + " // Called whenever the canvas gets updated.\n", + " this.send_message('ack', {});\n", + "};\n", + "\n", + "// A function to construct a web socket function for onmessage handling.\n", + "// Called in the figure constructor.\n", + "mpl.figure.prototype._make_on_message_function = function (fig) {\n", + " return function socket_on_message(evt) {\n", + " if (evt.data instanceof Blob) {\n", + " var img = evt.data;\n", + " if (img.type !== 'image/png') {\n", + " /* FIXME: We get \"Resource interpreted as Image but\n", + " * transferred with MIME type text/plain:\" errors on\n", + " * Chrome. But how to set the MIME type? It doesn't seem\n", + " * to be part of the websocket stream */\n", + " img.type = 'image/png';\n", + " }\n", + "\n", + " /* Free the memory for the previous frames */\n", + " if (fig.imageObj.src) {\n", + " (window.URL || window.webkitURL).revokeObjectURL(\n", + " fig.imageObj.src\n", + " );\n", + " }\n", + "\n", + " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", + " img\n", + " );\n", + " fig.updated_canvas_event();\n", + " fig.waiting = false;\n", + " return;\n", + " } else if (\n", + " typeof evt.data === 'string' &&\n", + " evt.data.slice(0, 21) === 'data:image/png;base64'\n", + " ) {\n", + " fig.imageObj.src = evt.data;\n", + " fig.updated_canvas_event();\n", + " fig.waiting = false;\n", + " return;\n", + " }\n", + "\n", + " var msg = JSON.parse(evt.data);\n", + " var msg_type = msg['type'];\n", + "\n", + " // Call the \"handle_{type}\" callback, which takes\n", + " // the figure and JSON message as its only arguments.\n", + " try {\n", + " var callback = fig['handle_' + msg_type];\n", + " } catch (e) {\n", + " console.log(\n", + " \"No handler for the '\" + msg_type + \"' message type: \",\n", + " msg\n", + " );\n", + " return;\n", + " }\n", + "\n", + " if (callback) {\n", + " try {\n", + " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", + " callback(fig, msg);\n", + " } catch (e) {\n", + " console.log(\n", + " \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n", + " e,\n", + " e.stack,\n", + " msg\n", + " );\n", + " }\n", + " }\n", + " };\n", + "};\n", + "\n", + "// from https://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", + "mpl.findpos = function (e) {\n", + " //this section is from http://www.quirksmode.org/js/events_properties.html\n", + " var targ;\n", + " if (!e) {\n", + " e = window.event;\n", + " }\n", + " if (e.target) {\n", + " targ = e.target;\n", + " } else if (e.srcElement) {\n", + " targ = e.srcElement;\n", + " }\n", + " if (targ.nodeType === 3) {\n", + " // defeat Safari bug\n", + " targ = targ.parentNode;\n", + " }\n", + "\n", + " // pageX,Y are the mouse positions relative to the document\n", + " var boundingRect = targ.getBoundingClientRect();\n", + " var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n", + " var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n", + "\n", + " return { x: x, y: y };\n", + "};\n", + "\n", + "/*\n", + " * return a copy of an object with only non-object keys\n", + " * we need this to avoid circular references\n", + " * https://stackoverflow.com/a/24161582/3208463\n", + " */\n", + "function simpleKeys(original) {\n", + " return Object.keys(original).reduce(function (obj, key) {\n", + " if (typeof original[key] !== 'object') {\n", + " obj[key] = original[key];\n", + " }\n", + " return obj;\n", + " }, {});\n", + "}\n", + "\n", + "mpl.figure.prototype.mouse_event = function (event, name) {\n", + " var canvas_pos = mpl.findpos(event);\n", + "\n", + " if (name === 'button_press') {\n", + " this.canvas.focus();\n", + " this.canvas_div.focus();\n", + " }\n", + "\n", + " var x = canvas_pos.x * this.ratio;\n", + " var y = canvas_pos.y * this.ratio;\n", + "\n", + " this.send_message(name, {\n", + " x: x,\n", + " y: y,\n", + " button: event.button,\n", + " step: event.step,\n", + " guiEvent: simpleKeys(event),\n", + " });\n", + "\n", + " /* This prevents the web browser from automatically changing to\n", + " * the text insertion cursor when the button is pressed. We want\n", + " * to control all of the cursor setting manually through the\n", + " * 'cursor' event from matplotlib */\n", + " event.preventDefault();\n", + " return false;\n", + "};\n", + "\n", + "mpl.figure.prototype._key_event_extra = function (_event, _name) {\n", + " // Handle any extra behaviour associated with a key event\n", + "};\n", + "\n", + "mpl.figure.prototype.key_event = function (event, name) {\n", + " // Prevent repeat events\n", + " if (name === 'key_press') {\n", + " if (event.key === this._key) {\n", + " return;\n", + " } else {\n", + " this._key = event.key;\n", + " }\n", + " }\n", + " if (name === 'key_release') {\n", + " this._key = null;\n", + " }\n", + "\n", + " var value = '';\n", + " if (event.ctrlKey && event.key !== 'Control') {\n", + " value += 'ctrl+';\n", + " }\n", + " else if (event.altKey && event.key !== 'Alt') {\n", + " value += 'alt+';\n", + " }\n", + " else if (event.shiftKey && event.key !== 'Shift') {\n", + " value += 'shift+';\n", + " }\n", + "\n", + " value += 'k' + event.key;\n", + "\n", + " this._key_event_extra(event, name);\n", + "\n", + " this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n", + " return false;\n", + "};\n", + "\n", + "mpl.figure.prototype.toolbar_button_onclick = function (name) {\n", + " if (name === 'download') {\n", + " this.handle_save(this, null);\n", + " } else {\n", + " this.send_message('toolbar_button', { name: name });\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n", + " this.message.textContent = tooltip;\n", + "};\n", + "\n", + "///////////////// REMAINING CONTENT GENERATED BY embed_js.py /////////////////\n", + "// prettier-ignore\n", + "var _JSXTOOLS_RESIZE_OBSERVER=function(A){var t,i=new WeakMap,n=new WeakMap,a=new WeakMap,r=new WeakMap,o=new Set;function s(e){if(!(this instanceof s))throw new TypeError(\"Constructor requires 'new' operator\");i.set(this,e)}function h(){throw new TypeError(\"Function is not a constructor\")}function c(e,t,i,n){e=0 in arguments?Number(arguments[0]):0,t=1 in arguments?Number(arguments[1]):0,i=2 in arguments?Number(arguments[2]):0,n=3 in arguments?Number(arguments[3]):0,this.right=(this.x=this.left=e)+(this.width=i),this.bottom=(this.y=this.top=t)+(this.height=n),Object.freeze(this)}function d(){t=requestAnimationFrame(d);var s=new WeakMap,p=new Set;o.forEach((function(t){r.get(t).forEach((function(i){var r=t instanceof window.SVGElement,o=a.get(t),d=r?0:parseFloat(o.paddingTop),f=r?0:parseFloat(o.paddingRight),l=r?0:parseFloat(o.paddingBottom),u=r?0:parseFloat(o.paddingLeft),g=r?0:parseFloat(o.borderTopWidth),m=r?0:parseFloat(o.borderRightWidth),w=r?0:parseFloat(o.borderBottomWidth),b=u+f,F=d+l,v=(r?0:parseFloat(o.borderLeftWidth))+m,W=g+w,y=r?0:t.offsetHeight-W-t.clientHeight,E=r?0:t.offsetWidth-v-t.clientWidth,R=b+v,z=F+W,M=r?t.width:parseFloat(o.width)-R-E,O=r?t.height:parseFloat(o.height)-z-y;if(n.has(t)){var k=n.get(t);if(k[0]===M&&k[1]===O)return}n.set(t,[M,O]);var S=Object.create(h.prototype);S.target=t,S.contentRect=new c(u,d,M,O),s.has(i)||(s.set(i,[]),p.add(i)),s.get(i).push(S)}))})),p.forEach((function(e){i.get(e).call(e,s.get(e),e)}))}return s.prototype.observe=function(i){if(i instanceof window.Element){r.has(i)||(r.set(i,new Set),o.add(i),a.set(i,window.getComputedStyle(i)));var n=r.get(i);n.has(this)||n.add(this),cancelAnimationFrame(t),t=requestAnimationFrame(d)}},s.prototype.unobserve=function(i){if(i instanceof window.Element&&r.has(i)){var n=r.get(i);n.has(this)&&(n.delete(this),n.size||(r.delete(i),o.delete(i))),n.size||r.delete(i),o.size||cancelAnimationFrame(t)}},A.DOMRectReadOnly=c,A.ResizeObserver=s,A.ResizeObserverEntry=h,A}; // eslint-disable-line\n", + "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n", + "\n", + "mpl.extensions = [\"eps\", \"jpeg\", \"pgf\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", + "\n", + "mpl.default_extension = \"png\";/* global mpl */\n", + "\n", + "var comm_websocket_adapter = function (comm) {\n", + " // Create a \"websocket\"-like object which calls the given IPython comm\n", + " // object with the appropriate methods. Currently this is a non binary\n", + " // socket, so there is still some room for performance tuning.\n", + " var ws = {};\n", + "\n", + " ws.binaryType = comm.kernel.ws.binaryType;\n", + " ws.readyState = comm.kernel.ws.readyState;\n", + " function updateReadyState(_event) {\n", + " if (comm.kernel.ws) {\n", + " ws.readyState = comm.kernel.ws.readyState;\n", + " } else {\n", + " ws.readyState = 3; // Closed state.\n", + " }\n", + " }\n", + " comm.kernel.ws.addEventListener('open', updateReadyState);\n", + " comm.kernel.ws.addEventListener('close', updateReadyState);\n", + " comm.kernel.ws.addEventListener('error', updateReadyState);\n", + "\n", + " ws.close = function () {\n", + " comm.close();\n", + " };\n", + " ws.send = function (m) {\n", + " //console.log('sending', m);\n", + " comm.send(m);\n", + " };\n", + " // Register the callback with on_msg.\n", + " comm.on_msg(function (msg) {\n", + " //console.log('receiving', msg['content']['data'], msg);\n", + " var data = msg['content']['data'];\n", + " if (data['blob'] !== undefined) {\n", + " data = {\n", + " data: new Blob(msg['buffers'], { type: data['blob'] }),\n", + " };\n", + " }\n", + " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", + " ws.onmessage(data);\n", + " });\n", + " return ws;\n", + "};\n", + "\n", + "mpl.mpl_figure_comm = function (comm, msg) {\n", + " // This is the function which gets called when the mpl process\n", + " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", + "\n", + " var id = msg.content.data.id;\n", + " // Get hold of the div created by the display call when the Comm\n", + " // socket was opened in Python.\n", + " var element = document.getElementById(id);\n", + " var ws_proxy = comm_websocket_adapter(comm);\n", + "\n", + " function ondownload(figure, _format) {\n", + " window.open(figure.canvas.toDataURL());\n", + " }\n", + "\n", + " var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n", + "\n", + " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", + " // web socket which is closed, not our websocket->open comm proxy.\n", + " ws_proxy.onopen();\n", + "\n", + " fig.parent_element = element;\n", + " fig.cell_info = mpl.find_output_cell(\"
\");\n", + " if (!fig.cell_info) {\n", + " console.error('Failed to find cell for figure', id, fig);\n", + " return;\n", + " }\n", + " fig.cell_info[0].output_area.element.on(\n", + " 'cleared',\n", + " { fig: fig },\n", + " fig._remove_fig_handler\n", + " );\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_close = function (fig, msg) {\n", + " var width = fig.canvas.width / fig.ratio;\n", + " fig.cell_info[0].output_area.element.off(\n", + " 'cleared',\n", + " fig._remove_fig_handler\n", + " );\n", + " fig.resizeObserverInstance.unobserve(fig.canvas_div);\n", + "\n", + " // Update the output cell to use the data from the current canvas.\n", + " fig.push_to_output();\n", + " var dataURL = fig.canvas.toDataURL();\n", + " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", + " // the notebook keyboard shortcuts fail.\n", + " IPython.keyboard_manager.enable();\n", + " fig.parent_element.innerHTML =\n", + " '';\n", + " fig.close_ws(fig, msg);\n", + "};\n", + "\n", + "mpl.figure.prototype.close_ws = function (fig, msg) {\n", + " fig.send_message('closing', msg);\n", + " // fig.ws.close()\n", + "};\n", + "\n", + "mpl.figure.prototype.push_to_output = function (_remove_interactive) {\n", + " // Turn the data on the canvas into data in the output cell.\n", + " var width = this.canvas.width / this.ratio;\n", + " var dataURL = this.canvas.toDataURL();\n", + " this.cell_info[1]['text/html'] =\n", + " '';\n", + "};\n", + "\n", + "mpl.figure.prototype.updated_canvas_event = function () {\n", + " // Tell IPython that the notebook contents must change.\n", + " IPython.notebook.set_dirty(true);\n", + " this.send_message('ack', {});\n", + " var fig = this;\n", + " // Wait a second, then push the new image to the DOM so\n", + " // that it is saved nicely (might be nice to debounce this).\n", + " setTimeout(function () {\n", + " fig.push_to_output();\n", + " }, 1000);\n", + "};\n", + "\n", + "mpl.figure.prototype._init_toolbar = function () {\n", + " var fig = this;\n", + "\n", + " var toolbar = document.createElement('div');\n", + " toolbar.classList = 'btn-toolbar';\n", + " this.root.appendChild(toolbar);\n", + "\n", + " function on_click_closure(name) {\n", + " return function (_event) {\n", + " return fig.toolbar_button_onclick(name);\n", + " };\n", + " }\n", + "\n", + " function on_mouseover_closure(tooltip) {\n", + " return function (event) {\n", + " if (!event.currentTarget.disabled) {\n", + " return fig.toolbar_button_onmouseover(tooltip);\n", + " }\n", + " };\n", + " }\n", + "\n", + " fig.buttons = {};\n", + " var buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'btn-group';\n", + " var button;\n", + " for (var toolbar_ind in mpl.toolbar_items) {\n", + " var name = mpl.toolbar_items[toolbar_ind][0];\n", + " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", + " var image = mpl.toolbar_items[toolbar_ind][2];\n", + " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", + "\n", + " if (!name) {\n", + " /* Instead of a spacer, we start a new button group. */\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + " buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'btn-group';\n", + " continue;\n", + " }\n", + "\n", + " button = fig.buttons[name] = document.createElement('button');\n", + " button.classList = 'btn btn-default';\n", + " button.href = '#';\n", + " button.title = name;\n", + " button.innerHTML = '';\n", + " button.addEventListener('click', on_click_closure(method_name));\n", + " button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n", + " buttonGroup.appendChild(button);\n", + " }\n", + "\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + "\n", + " // Add the status bar.\n", + " var status_bar = document.createElement('span');\n", + " status_bar.classList = 'mpl-message pull-right';\n", + " toolbar.appendChild(status_bar);\n", + " this.message = status_bar;\n", + "\n", + " // Add the close button to the window.\n", + " var buttongrp = document.createElement('div');\n", + " buttongrp.classList = 'btn-group inline pull-right';\n", + " button = document.createElement('button');\n", + " button.classList = 'btn btn-mini btn-primary';\n", + " button.href = '#';\n", + " button.title = 'Stop Interaction';\n", + " button.innerHTML = '';\n", + " button.addEventListener('click', function (_evt) {\n", + " fig.handle_close(fig, {});\n", + " });\n", + " button.addEventListener(\n", + " 'mouseover',\n", + " on_mouseover_closure('Stop Interaction')\n", + " );\n", + " buttongrp.appendChild(button);\n", + " var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n", + " titlebar.insertBefore(buttongrp, titlebar.firstChild);\n", + "};\n", + "\n", + "mpl.figure.prototype._remove_fig_handler = function (event) {\n", + " var fig = event.data.fig;\n", + " if (event.target !== this) {\n", + " // Ignore bubbled events from children.\n", + " return;\n", + " }\n", + " fig.close_ws(fig, {});\n", + "};\n", + "\n", + "mpl.figure.prototype._root_extra_style = function (el) {\n", + " el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n", + "};\n", + "\n", + "mpl.figure.prototype._canvas_extra_style = function (el) {\n", + " // this is important to make the div 'focusable\n", + " el.setAttribute('tabindex', 0);\n", + " // reach out to IPython and tell the keyboard manager to turn it's self\n", + " // off when our div gets focus\n", + "\n", + " // location in version 3\n", + " if (IPython.notebook.keyboard_manager) {\n", + " IPython.notebook.keyboard_manager.register_events(el);\n", + " } else {\n", + " // location in version 2\n", + " IPython.keyboard_manager.register_events(el);\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype._key_event_extra = function (event, _name) {\n", + " // Check for shift+enter\n", + " if (event.shiftKey && event.which === 13) {\n", + " this.canvas_div.blur();\n", + " // select the cell after this one\n", + " var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n", + " IPython.notebook.select(index + 1);\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_save = function (fig, _msg) {\n", + " fig.ondownload(fig, null);\n", + "};\n", + "\n", + "mpl.find_output_cell = function (html_output) {\n", + " // Return the cell and output element which can be found *uniquely* in the notebook.\n", + " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", + " // IPython event is triggered only after the cells have been serialised, which for\n", + " // our purposes (turning an active figure into a static one), is too late.\n", + " var cells = IPython.notebook.get_cells();\n", + " var ncells = cells.length;\n", + " for (var i = 0; i < ncells; i++) {\n", + " var cell = cells[i];\n", + " if (cell.cell_type === 'code') {\n", + " for (var j = 0; j < cell.output_area.outputs.length; j++) {\n", + " var data = cell.output_area.outputs[j];\n", + " if (data.data) {\n", + " // IPython >= 3 moved mimebundle to data attribute of output\n", + " data = data.data;\n", + " }\n", + " if (data['text/html'] === html_output) {\n", + " return [cell, data, j];\n", + " }\n", + " }\n", + " }\n", + " }\n", + "};\n", + "\n", + "// Register the function which deals with the matplotlib target/channel.\n", + "// The kernel may be null if the page has been refreshed.\n", + "if (IPython.notebook.kernel !== null) {\n", + " IPython.notebook.kernel.comm_manager.register_target(\n", + " 'matplotlib',\n", + " mpl.mpl_figure_comm\n", + " );\n", + "}\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%matplotlib notebook\n", + "plt.scatter(data.fires,data.thefts)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1882dccf", + "metadata": {}, + "outputs": [], + "source": [ + "def loss_function(m, b, points):\n", + " total_loss = 0\n", + " for i in range(len(points)):\n", + " x = points." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/cw_3/Untitled.ipynb b/cw_3/Untitled.ipynb new file mode 100644 index 0000000..722683b --- /dev/null +++ b/cw_3/Untitled.ipynb @@ -0,0 +1,1092 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 5, + "id": "aeb09018", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " fires thefts\n", + "0 6.2 29\n", + "1 9.5 44\n", + "2 10.5 36\n", + "3 7.7 37\n", + "4 8.6 53\n", + "5 34.1 68\n", + "6 11.0 75\n", + "7 6.9 18\n", + "8 7.3 31\n", + "9 15.1 25\n", + "10 29.1 34\n", + "11 2.2 14\n", + "12 5.7 11\n", + "13 2.0 11\n", + "14 2.5 22\n", + "15 4.0 16\n", + "16 5.4 27\n", + "17 2.2 9\n", + "18 7.2 29\n", + "19 15.1 30\n", + "20 16.5 40\n", + "21 18.4 32\n", + "22 36.2 41\n", + "23 39.7 147\n", + "24 18.5 22\n", + "25 23.3 29\n", + "26 12.2 46\n", + "27 5.6 23\n", + "28 21.8 4\n", + "29 21.6 31\n", + "30 9.0 39\n", + "31 3.6 15\n", + "32 5.0 32\n", + "33 28.6 27\n", + "34 17.4 32\n", + "35 11.3 34\n", + "36 3.4 17\n", + "37 11.9 46\n", + "38 10.5 42\n", + "39 10.7 43\n", + "40 10.8 34\n", + "41 4.8 19\n" + ] + } + ], + "source": [ + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "data = pd.read_csv('fires_thefts.csv', names=['fires','thefts'])\n", + "print(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "75e90620", + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "/* Put everything inside the global mpl namespace */\n", + "/* global mpl */\n", + "window.mpl = {};\n", + "\n", + "mpl.get_websocket_type = function () {\n", + " if (typeof WebSocket !== 'undefined') {\n", + " return WebSocket;\n", + " } else if (typeof MozWebSocket !== 'undefined') {\n", + " return MozWebSocket;\n", + " } else {\n", + " alert(\n", + " 'Your browser does not have WebSocket support. ' +\n", + " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n", + " 'Firefox 4 and 5 are also supported but you ' +\n", + " 'have to enable WebSockets in about:config.'\n", + " );\n", + " }\n", + "};\n", + "\n", + "mpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n", + " this.id = figure_id;\n", + "\n", + " this.ws = websocket;\n", + "\n", + " this.supports_binary = this.ws.binaryType !== undefined;\n", + "\n", + " if (!this.supports_binary) {\n", + " var warnings = document.getElementById('mpl-warnings');\n", + " if (warnings) {\n", + " warnings.style.display = 'block';\n", + " warnings.textContent =\n", + " 'This browser does not support binary websocket messages. ' +\n", + " 'Performance may be slow.';\n", + " }\n", + " }\n", + "\n", + " this.imageObj = new Image();\n", + "\n", + " this.context = undefined;\n", + " this.message = undefined;\n", + " this.canvas = undefined;\n", + " this.rubberband_canvas = undefined;\n", + " this.rubberband_context = undefined;\n", + " this.format_dropdown = undefined;\n", + "\n", + " this.image_mode = 'full';\n", + "\n", + " this.root = document.createElement('div');\n", + " this.root.setAttribute('style', 'display: inline-block');\n", + " this._root_extra_style(this.root);\n", + "\n", + " parent_element.appendChild(this.root);\n", + "\n", + " this._init_header(this);\n", + " this._init_canvas(this);\n", + " this._init_toolbar(this);\n", + "\n", + " var fig = this;\n", + "\n", + " this.waiting = false;\n", + "\n", + " this.ws.onopen = function () {\n", + " fig.send_message('supports_binary', { value: fig.supports_binary });\n", + " fig.send_message('send_image_mode', {});\n", + " if (fig.ratio !== 1) {\n", + " fig.send_message('set_device_pixel_ratio', {\n", + " device_pixel_ratio: fig.ratio,\n", + " });\n", + " }\n", + " fig.send_message('refresh', {});\n", + " };\n", + "\n", + " this.imageObj.onload = function () {\n", + " if (fig.image_mode === 'full') {\n", + " // Full images could contain transparency (where diff images\n", + " // almost always do), so we need to clear the canvas so that\n", + " // there is no ghosting.\n", + " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", + " }\n", + " fig.context.drawImage(fig.imageObj, 0, 0);\n", + " };\n", + "\n", + " this.imageObj.onunload = function () {\n", + " fig.ws.close();\n", + " };\n", + "\n", + " this.ws.onmessage = this._make_on_message_function(this);\n", + "\n", + " this.ondownload = ondownload;\n", + "};\n", + "\n", + "mpl.figure.prototype._init_header = function () {\n", + " var titlebar = document.createElement('div');\n", + " titlebar.classList =\n", + " 'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n", + " var titletext = document.createElement('div');\n", + " titletext.classList = 'ui-dialog-title';\n", + " titletext.setAttribute(\n", + " 'style',\n", + " 'width: 100%; text-align: center; padding: 3px;'\n", + " );\n", + " titlebar.appendChild(titletext);\n", + " this.root.appendChild(titlebar);\n", + " this.header = titletext;\n", + "};\n", + "\n", + "mpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n", + "\n", + "mpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n", + "\n", + "mpl.figure.prototype._init_canvas = function () {\n", + " var fig = this;\n", + "\n", + " var canvas_div = (this.canvas_div = document.createElement('div'));\n", + " canvas_div.setAttribute(\n", + " 'style',\n", + " 'border: 1px solid #ddd;' +\n", + " 'box-sizing: content-box;' +\n", + " 'clear: both;' +\n", + " 'min-height: 1px;' +\n", + " 'min-width: 1px;' +\n", + " 'outline: 0;' +\n", + " 'overflow: hidden;' +\n", + " 'position: relative;' +\n", + " 'resize: both;'\n", + " );\n", + "\n", + " function on_keyboard_event_closure(name) {\n", + " return function (event) {\n", + " return fig.key_event(event, name);\n", + " };\n", + " }\n", + "\n", + " canvas_div.addEventListener(\n", + " 'keydown',\n", + " on_keyboard_event_closure('key_press')\n", + " );\n", + " canvas_div.addEventListener(\n", + " 'keyup',\n", + " on_keyboard_event_closure('key_release')\n", + " );\n", + "\n", + " this._canvas_extra_style(canvas_div);\n", + " this.root.appendChild(canvas_div);\n", + "\n", + " var canvas = (this.canvas = document.createElement('canvas'));\n", + " canvas.classList.add('mpl-canvas');\n", + " canvas.setAttribute('style', 'box-sizing: content-box;');\n", + "\n", + " this.context = canvas.getContext('2d');\n", + "\n", + " var backingStore =\n", + " this.context.backingStorePixelRatio ||\n", + " this.context.webkitBackingStorePixelRatio ||\n", + " this.context.mozBackingStorePixelRatio ||\n", + " this.context.msBackingStorePixelRatio ||\n", + " this.context.oBackingStorePixelRatio ||\n", + " this.context.backingStorePixelRatio ||\n", + " 1;\n", + "\n", + " this.ratio = (window.devicePixelRatio || 1) / backingStore;\n", + "\n", + " var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n", + " 'canvas'\n", + " ));\n", + " rubberband_canvas.setAttribute(\n", + " 'style',\n", + " 'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n", + " );\n", + "\n", + " // Apply a ponyfill if ResizeObserver is not implemented by browser.\n", + " if (this.ResizeObserver === undefined) {\n", + " if (window.ResizeObserver !== undefined) {\n", + " this.ResizeObserver = window.ResizeObserver;\n", + " } else {\n", + " var obs = _JSXTOOLS_RESIZE_OBSERVER({});\n", + " this.ResizeObserver = obs.ResizeObserver;\n", + " }\n", + " }\n", + "\n", + " this.resizeObserverInstance = new this.ResizeObserver(function (entries) {\n", + " var nentries = entries.length;\n", + " for (var i = 0; i < nentries; i++) {\n", + " var entry = entries[i];\n", + " var width, height;\n", + " if (entry.contentBoxSize) {\n", + " if (entry.contentBoxSize instanceof Array) {\n", + " // Chrome 84 implements new version of spec.\n", + " width = entry.contentBoxSize[0].inlineSize;\n", + " height = entry.contentBoxSize[0].blockSize;\n", + " } else {\n", + " // Firefox implements old version of spec.\n", + " width = entry.contentBoxSize.inlineSize;\n", + " height = entry.contentBoxSize.blockSize;\n", + " }\n", + " } else {\n", + " // Chrome <84 implements even older version of spec.\n", + " width = entry.contentRect.width;\n", + " height = entry.contentRect.height;\n", + " }\n", + "\n", + " // Keep the size of the canvas and rubber band canvas in sync with\n", + " // the canvas container.\n", + " if (entry.devicePixelContentBoxSize) {\n", + " // Chrome 84 implements new version of spec.\n", + " canvas.setAttribute(\n", + " 'width',\n", + " entry.devicePixelContentBoxSize[0].inlineSize\n", + " );\n", + " canvas.setAttribute(\n", + " 'height',\n", + " entry.devicePixelContentBoxSize[0].blockSize\n", + " );\n", + " } else {\n", + " canvas.setAttribute('width', width * fig.ratio);\n", + " canvas.setAttribute('height', height * fig.ratio);\n", + " }\n", + " canvas.setAttribute(\n", + " 'style',\n", + " 'width: ' + width + 'px; height: ' + height + 'px;'\n", + " );\n", + "\n", + " rubberband_canvas.setAttribute('width', width);\n", + " rubberband_canvas.setAttribute('height', height);\n", + "\n", + " // And update the size in Python. We ignore the initial 0/0 size\n", + " // that occurs as the element is placed into the DOM, which should\n", + " // otherwise not happen due to the minimum size styling.\n", + " if (fig.ws.readyState == 1 && width != 0 && height != 0) {\n", + " fig.request_resize(width, height);\n", + " }\n", + " }\n", + " });\n", + " this.resizeObserverInstance.observe(canvas_div);\n", + "\n", + " function on_mouse_event_closure(name) {\n", + " return function (event) {\n", + " return fig.mouse_event(event, name);\n", + " };\n", + " }\n", + "\n", + " rubberband_canvas.addEventListener(\n", + " 'mousedown',\n", + " on_mouse_event_closure('button_press')\n", + " );\n", + " rubberband_canvas.addEventListener(\n", + " 'mouseup',\n", + " on_mouse_event_closure('button_release')\n", + " );\n", + " rubberband_canvas.addEventListener(\n", + " 'dblclick',\n", + " on_mouse_event_closure('dblclick')\n", + " );\n", + " // Throttle sequential mouse events to 1 every 20ms.\n", + " rubberband_canvas.addEventListener(\n", + " 'mousemove',\n", + " on_mouse_event_closure('motion_notify')\n", + " );\n", + "\n", + " rubberband_canvas.addEventListener(\n", + " 'mouseenter',\n", + " on_mouse_event_closure('figure_enter')\n", + " );\n", + " rubberband_canvas.addEventListener(\n", + " 'mouseleave',\n", + " on_mouse_event_closure('figure_leave')\n", + " );\n", + "\n", + " canvas_div.addEventListener('wheel', function (event) {\n", + " if (event.deltaY < 0) {\n", + " event.step = 1;\n", + " } else {\n", + " event.step = -1;\n", + " }\n", + " on_mouse_event_closure('scroll')(event);\n", + " });\n", + "\n", + " canvas_div.appendChild(canvas);\n", + " canvas_div.appendChild(rubberband_canvas);\n", + "\n", + " this.rubberband_context = rubberband_canvas.getContext('2d');\n", + " this.rubberband_context.strokeStyle = '#000000';\n", + "\n", + " this._resize_canvas = function (width, height, forward) {\n", + " if (forward) {\n", + " canvas_div.style.width = width + 'px';\n", + " canvas_div.style.height = height + 'px';\n", + " }\n", + " };\n", + "\n", + " // Disable right mouse context menu.\n", + " this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n", + " event.preventDefault();\n", + " return false;\n", + " });\n", + "\n", + " function set_focus() {\n", + " canvas.focus();\n", + " canvas_div.focus();\n", + " }\n", + "\n", + " window.setTimeout(set_focus, 100);\n", + "};\n", + "\n", + "mpl.figure.prototype._init_toolbar = function () {\n", + " var fig = this;\n", + "\n", + " var toolbar = document.createElement('div');\n", + " toolbar.classList = 'mpl-toolbar';\n", + " this.root.appendChild(toolbar);\n", + "\n", + " function on_click_closure(name) {\n", + " return function (_event) {\n", + " return fig.toolbar_button_onclick(name);\n", + " };\n", + " }\n", + "\n", + " function on_mouseover_closure(tooltip) {\n", + " return function (event) {\n", + " if (!event.currentTarget.disabled) {\n", + " return fig.toolbar_button_onmouseover(tooltip);\n", + " }\n", + " };\n", + " }\n", + "\n", + " fig.buttons = {};\n", + " var buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'mpl-button-group';\n", + " for (var toolbar_ind in mpl.toolbar_items) {\n", + " var name = mpl.toolbar_items[toolbar_ind][0];\n", + " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", + " var image = mpl.toolbar_items[toolbar_ind][2];\n", + " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", + "\n", + " if (!name) {\n", + " /* Instead of a spacer, we start a new button group. */\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + " buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'mpl-button-group';\n", + " continue;\n", + " }\n", + "\n", + " var button = (fig.buttons[name] = document.createElement('button'));\n", + " button.classList = 'mpl-widget';\n", + " button.setAttribute('role', 'button');\n", + " button.setAttribute('aria-disabled', 'false');\n", + " button.addEventListener('click', on_click_closure(method_name));\n", + " button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n", + "\n", + " var icon_img = document.createElement('img');\n", + " icon_img.src = '_images/' + image + '.png';\n", + " icon_img.srcset = '_images/' + image + '_large.png 2x';\n", + " icon_img.alt = tooltip;\n", + " button.appendChild(icon_img);\n", + "\n", + " buttonGroup.appendChild(button);\n", + " }\n", + "\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + "\n", + " var fmt_picker = document.createElement('select');\n", + " fmt_picker.classList = 'mpl-widget';\n", + " toolbar.appendChild(fmt_picker);\n", + " this.format_dropdown = fmt_picker;\n", + "\n", + " for (var ind in mpl.extensions) {\n", + " var fmt = mpl.extensions[ind];\n", + " var option = document.createElement('option');\n", + " option.selected = fmt === mpl.default_extension;\n", + " option.innerHTML = fmt;\n", + " fmt_picker.appendChild(option);\n", + " }\n", + "\n", + " var status_bar = document.createElement('span');\n", + " status_bar.classList = 'mpl-message';\n", + " toolbar.appendChild(status_bar);\n", + " this.message = status_bar;\n", + "};\n", + "\n", + "mpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n", + " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", + " // which will in turn request a refresh of the image.\n", + " this.send_message('resize', { width: x_pixels, height: y_pixels });\n", + "};\n", + "\n", + "mpl.figure.prototype.send_message = function (type, properties) {\n", + " properties['type'] = type;\n", + " properties['figure_id'] = this.id;\n", + " this.ws.send(JSON.stringify(properties));\n", + "};\n", + "\n", + "mpl.figure.prototype.send_draw_message = function () {\n", + " if (!this.waiting) {\n", + " this.waiting = true;\n", + " this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_save = function (fig, _msg) {\n", + " var format_dropdown = fig.format_dropdown;\n", + " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", + " fig.ondownload(fig, format);\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_resize = function (fig, msg) {\n", + " var size = msg['size'];\n", + " if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n", + " fig._resize_canvas(size[0], size[1], msg['forward']);\n", + " fig.send_message('refresh', {});\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n", + " var x0 = msg['x0'] / fig.ratio;\n", + " var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n", + " var x1 = msg['x1'] / fig.ratio;\n", + " var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n", + " x0 = Math.floor(x0) + 0.5;\n", + " y0 = Math.floor(y0) + 0.5;\n", + " x1 = Math.floor(x1) + 0.5;\n", + " y1 = Math.floor(y1) + 0.5;\n", + " var min_x = Math.min(x0, x1);\n", + " var min_y = Math.min(y0, y1);\n", + " var width = Math.abs(x1 - x0);\n", + " var height = Math.abs(y1 - y0);\n", + "\n", + " fig.rubberband_context.clearRect(\n", + " 0,\n", + " 0,\n", + " fig.canvas.width / fig.ratio,\n", + " fig.canvas.height / fig.ratio\n", + " );\n", + "\n", + " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_figure_label = function (fig, msg) {\n", + " // Updates the figure title.\n", + " fig.header.textContent = msg['label'];\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_cursor = function (fig, msg) {\n", + " fig.rubberband_canvas.style.cursor = msg['cursor'];\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_message = function (fig, msg) {\n", + " fig.message.textContent = msg['message'];\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_draw = function (fig, _msg) {\n", + " // Request the server to send over a new figure.\n", + " fig.send_draw_message();\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_image_mode = function (fig, msg) {\n", + " fig.image_mode = msg['mode'];\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n", + " for (var key in msg) {\n", + " if (!(key in fig.buttons)) {\n", + " continue;\n", + " }\n", + " fig.buttons[key].disabled = !msg[key];\n", + " fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n", + " if (msg['mode'] === 'PAN') {\n", + " fig.buttons['Pan'].classList.add('active');\n", + " fig.buttons['Zoom'].classList.remove('active');\n", + " } else if (msg['mode'] === 'ZOOM') {\n", + " fig.buttons['Pan'].classList.remove('active');\n", + " fig.buttons['Zoom'].classList.add('active');\n", + " } else {\n", + " fig.buttons['Pan'].classList.remove('active');\n", + " fig.buttons['Zoom'].classList.remove('active');\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.updated_canvas_event = function () {\n", + " // Called whenever the canvas gets updated.\n", + " this.send_message('ack', {});\n", + "};\n", + "\n", + "// A function to construct a web socket function for onmessage handling.\n", + "// Called in the figure constructor.\n", + "mpl.figure.prototype._make_on_message_function = function (fig) {\n", + " return function socket_on_message(evt) {\n", + " if (evt.data instanceof Blob) {\n", + " var img = evt.data;\n", + " if (img.type !== 'image/png') {\n", + " /* FIXME: We get \"Resource interpreted as Image but\n", + " * transferred with MIME type text/plain:\" errors on\n", + " * Chrome. But how to set the MIME type? It doesn't seem\n", + " * to be part of the websocket stream */\n", + " img.type = 'image/png';\n", + " }\n", + "\n", + " /* Free the memory for the previous frames */\n", + " if (fig.imageObj.src) {\n", + " (window.URL || window.webkitURL).revokeObjectURL(\n", + " fig.imageObj.src\n", + " );\n", + " }\n", + "\n", + " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", + " img\n", + " );\n", + " fig.updated_canvas_event();\n", + " fig.waiting = false;\n", + " return;\n", + " } else if (\n", + " typeof evt.data === 'string' &&\n", + " evt.data.slice(0, 21) === 'data:image/png;base64'\n", + " ) {\n", + " fig.imageObj.src = evt.data;\n", + " fig.updated_canvas_event();\n", + " fig.waiting = false;\n", + " return;\n", + " }\n", + "\n", + " var msg = JSON.parse(evt.data);\n", + " var msg_type = msg['type'];\n", + "\n", + " // Call the \"handle_{type}\" callback, which takes\n", + " // the figure and JSON message as its only arguments.\n", + " try {\n", + " var callback = fig['handle_' + msg_type];\n", + " } catch (e) {\n", + " console.log(\n", + " \"No handler for the '\" + msg_type + \"' message type: \",\n", + " msg\n", + " );\n", + " return;\n", + " }\n", + "\n", + " if (callback) {\n", + " try {\n", + " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", + " callback(fig, msg);\n", + " } catch (e) {\n", + " console.log(\n", + " \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n", + " e,\n", + " e.stack,\n", + " msg\n", + " );\n", + " }\n", + " }\n", + " };\n", + "};\n", + "\n", + "// from https://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", + "mpl.findpos = function (e) {\n", + " //this section is from http://www.quirksmode.org/js/events_properties.html\n", + " var targ;\n", + " if (!e) {\n", + " e = window.event;\n", + " }\n", + " if (e.target) {\n", + " targ = e.target;\n", + " } else if (e.srcElement) {\n", + " targ = e.srcElement;\n", + " }\n", + " if (targ.nodeType === 3) {\n", + " // defeat Safari bug\n", + " targ = targ.parentNode;\n", + " }\n", + "\n", + " // pageX,Y are the mouse positions relative to the document\n", + " var boundingRect = targ.getBoundingClientRect();\n", + " var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n", + " var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n", + "\n", + " return { x: x, y: y };\n", + "};\n", + "\n", + "/*\n", + " * return a copy of an object with only non-object keys\n", + " * we need this to avoid circular references\n", + " * https://stackoverflow.com/a/24161582/3208463\n", + " */\n", + "function simpleKeys(original) {\n", + " return Object.keys(original).reduce(function (obj, key) {\n", + " if (typeof original[key] !== 'object') {\n", + " obj[key] = original[key];\n", + " }\n", + " return obj;\n", + " }, {});\n", + "}\n", + "\n", + "mpl.figure.prototype.mouse_event = function (event, name) {\n", + " var canvas_pos = mpl.findpos(event);\n", + "\n", + " if (name === 'button_press') {\n", + " this.canvas.focus();\n", + " this.canvas_div.focus();\n", + " }\n", + "\n", + " var x = canvas_pos.x * this.ratio;\n", + " var y = canvas_pos.y * this.ratio;\n", + "\n", + " this.send_message(name, {\n", + " x: x,\n", + " y: y,\n", + " button: event.button,\n", + " step: event.step,\n", + " guiEvent: simpleKeys(event),\n", + " });\n", + "\n", + " /* This prevents the web browser from automatically changing to\n", + " * the text insertion cursor when the button is pressed. We want\n", + " * to control all of the cursor setting manually through the\n", + " * 'cursor' event from matplotlib */\n", + " event.preventDefault();\n", + " return false;\n", + "};\n", + "\n", + "mpl.figure.prototype._key_event_extra = function (_event, _name) {\n", + " // Handle any extra behaviour associated with a key event\n", + "};\n", + "\n", + "mpl.figure.prototype.key_event = function (event, name) {\n", + " // Prevent repeat events\n", + " if (name === 'key_press') {\n", + " if (event.key === this._key) {\n", + " return;\n", + " } else {\n", + " this._key = event.key;\n", + " }\n", + " }\n", + " if (name === 'key_release') {\n", + " this._key = null;\n", + " }\n", + "\n", + " var value = '';\n", + " if (event.ctrlKey && event.key !== 'Control') {\n", + " value += 'ctrl+';\n", + " }\n", + " else if (event.altKey && event.key !== 'Alt') {\n", + " value += 'alt+';\n", + " }\n", + " else if (event.shiftKey && event.key !== 'Shift') {\n", + " value += 'shift+';\n", + " }\n", + "\n", + " value += 'k' + event.key;\n", + "\n", + " this._key_event_extra(event, name);\n", + "\n", + " this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n", + " return false;\n", + "};\n", + "\n", + "mpl.figure.prototype.toolbar_button_onclick = function (name) {\n", + " if (name === 'download') {\n", + " this.handle_save(this, null);\n", + " } else {\n", + " this.send_message('toolbar_button', { name: name });\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n", + " this.message.textContent = tooltip;\n", + "};\n", + "\n", + "///////////////// REMAINING CONTENT GENERATED BY embed_js.py /////////////////\n", + "// prettier-ignore\n", + "var _JSXTOOLS_RESIZE_OBSERVER=function(A){var t,i=new WeakMap,n=new WeakMap,a=new WeakMap,r=new WeakMap,o=new Set;function s(e){if(!(this instanceof s))throw new TypeError(\"Constructor requires 'new' operator\");i.set(this,e)}function h(){throw new TypeError(\"Function is not a constructor\")}function c(e,t,i,n){e=0 in arguments?Number(arguments[0]):0,t=1 in arguments?Number(arguments[1]):0,i=2 in arguments?Number(arguments[2]):0,n=3 in arguments?Number(arguments[3]):0,this.right=(this.x=this.left=e)+(this.width=i),this.bottom=(this.y=this.top=t)+(this.height=n),Object.freeze(this)}function d(){t=requestAnimationFrame(d);var s=new WeakMap,p=new Set;o.forEach((function(t){r.get(t).forEach((function(i){var r=t instanceof window.SVGElement,o=a.get(t),d=r?0:parseFloat(o.paddingTop),f=r?0:parseFloat(o.paddingRight),l=r?0:parseFloat(o.paddingBottom),u=r?0:parseFloat(o.paddingLeft),g=r?0:parseFloat(o.borderTopWidth),m=r?0:parseFloat(o.borderRightWidth),w=r?0:parseFloat(o.borderBottomWidth),b=u+f,F=d+l,v=(r?0:parseFloat(o.borderLeftWidth))+m,W=g+w,y=r?0:t.offsetHeight-W-t.clientHeight,E=r?0:t.offsetWidth-v-t.clientWidth,R=b+v,z=F+W,M=r?t.width:parseFloat(o.width)-R-E,O=r?t.height:parseFloat(o.height)-z-y;if(n.has(t)){var k=n.get(t);if(k[0]===M&&k[1]===O)return}n.set(t,[M,O]);var S=Object.create(h.prototype);S.target=t,S.contentRect=new c(u,d,M,O),s.has(i)||(s.set(i,[]),p.add(i)),s.get(i).push(S)}))})),p.forEach((function(e){i.get(e).call(e,s.get(e),e)}))}return s.prototype.observe=function(i){if(i instanceof window.Element){r.has(i)||(r.set(i,new Set),o.add(i),a.set(i,window.getComputedStyle(i)));var n=r.get(i);n.has(this)||n.add(this),cancelAnimationFrame(t),t=requestAnimationFrame(d)}},s.prototype.unobserve=function(i){if(i instanceof window.Element&&r.has(i)){var n=r.get(i);n.has(this)&&(n.delete(this),n.size||(r.delete(i),o.delete(i))),n.size||r.delete(i),o.size||cancelAnimationFrame(t)}},A.DOMRectReadOnly=c,A.ResizeObserver=s,A.ResizeObserverEntry=h,A}; // eslint-disable-line\n", + "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n", + "\n", + "mpl.extensions = [\"eps\", \"jpeg\", \"pgf\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", + "\n", + "mpl.default_extension = \"png\";/* global mpl */\n", + "\n", + "var comm_websocket_adapter = function (comm) {\n", + " // Create a \"websocket\"-like object which calls the given IPython comm\n", + " // object with the appropriate methods. Currently this is a non binary\n", + " // socket, so there is still some room for performance tuning.\n", + " var ws = {};\n", + "\n", + " ws.binaryType = comm.kernel.ws.binaryType;\n", + " ws.readyState = comm.kernel.ws.readyState;\n", + " function updateReadyState(_event) {\n", + " if (comm.kernel.ws) {\n", + " ws.readyState = comm.kernel.ws.readyState;\n", + " } else {\n", + " ws.readyState = 3; // Closed state.\n", + " }\n", + " }\n", + " comm.kernel.ws.addEventListener('open', updateReadyState);\n", + " comm.kernel.ws.addEventListener('close', updateReadyState);\n", + " comm.kernel.ws.addEventListener('error', updateReadyState);\n", + "\n", + " ws.close = function () {\n", + " comm.close();\n", + " };\n", + " ws.send = function (m) {\n", + " //console.log('sending', m);\n", + " comm.send(m);\n", + " };\n", + " // Register the callback with on_msg.\n", + " comm.on_msg(function (msg) {\n", + " //console.log('receiving', msg['content']['data'], msg);\n", + " var data = msg['content']['data'];\n", + " if (data['blob'] !== undefined) {\n", + " data = {\n", + " data: new Blob(msg['buffers'], { type: data['blob'] }),\n", + " };\n", + " }\n", + " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", + " ws.onmessage(data);\n", + " });\n", + " return ws;\n", + "};\n", + "\n", + "mpl.mpl_figure_comm = function (comm, msg) {\n", + " // This is the function which gets called when the mpl process\n", + " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", + "\n", + " var id = msg.content.data.id;\n", + " // Get hold of the div created by the display call when the Comm\n", + " // socket was opened in Python.\n", + " var element = document.getElementById(id);\n", + " var ws_proxy = comm_websocket_adapter(comm);\n", + "\n", + " function ondownload(figure, _format) {\n", + " window.open(figure.canvas.toDataURL());\n", + " }\n", + "\n", + " var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n", + "\n", + " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", + " // web socket which is closed, not our websocket->open comm proxy.\n", + " ws_proxy.onopen();\n", + "\n", + " fig.parent_element = element;\n", + " fig.cell_info = mpl.find_output_cell(\"
\");\n", + " if (!fig.cell_info) {\n", + " console.error('Failed to find cell for figure', id, fig);\n", + " return;\n", + " }\n", + " fig.cell_info[0].output_area.element.on(\n", + " 'cleared',\n", + " { fig: fig },\n", + " fig._remove_fig_handler\n", + " );\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_close = function (fig, msg) {\n", + " var width = fig.canvas.width / fig.ratio;\n", + " fig.cell_info[0].output_area.element.off(\n", + " 'cleared',\n", + " fig._remove_fig_handler\n", + " );\n", + " fig.resizeObserverInstance.unobserve(fig.canvas_div);\n", + "\n", + " // Update the output cell to use the data from the current canvas.\n", + " fig.push_to_output();\n", + " var dataURL = fig.canvas.toDataURL();\n", + " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", + " // the notebook keyboard shortcuts fail.\n", + " IPython.keyboard_manager.enable();\n", + " fig.parent_element.innerHTML =\n", + " '';\n", + " fig.close_ws(fig, msg);\n", + "};\n", + "\n", + "mpl.figure.prototype.close_ws = function (fig, msg) {\n", + " fig.send_message('closing', msg);\n", + " // fig.ws.close()\n", + "};\n", + "\n", + "mpl.figure.prototype.push_to_output = function (_remove_interactive) {\n", + " // Turn the data on the canvas into data in the output cell.\n", + " var width = this.canvas.width / this.ratio;\n", + " var dataURL = this.canvas.toDataURL();\n", + " this.cell_info[1]['text/html'] =\n", + " '';\n", + "};\n", + "\n", + "mpl.figure.prototype.updated_canvas_event = function () {\n", + " // Tell IPython that the notebook contents must change.\n", + " IPython.notebook.set_dirty(true);\n", + " this.send_message('ack', {});\n", + " var fig = this;\n", + " // Wait a second, then push the new image to the DOM so\n", + " // that it is saved nicely (might be nice to debounce this).\n", + " setTimeout(function () {\n", + " fig.push_to_output();\n", + " }, 1000);\n", + "};\n", + "\n", + "mpl.figure.prototype._init_toolbar = function () {\n", + " var fig = this;\n", + "\n", + " var toolbar = document.createElement('div');\n", + " toolbar.classList = 'btn-toolbar';\n", + " this.root.appendChild(toolbar);\n", + "\n", + " function on_click_closure(name) {\n", + " return function (_event) {\n", + " return fig.toolbar_button_onclick(name);\n", + " };\n", + " }\n", + "\n", + " function on_mouseover_closure(tooltip) {\n", + " return function (event) {\n", + " if (!event.currentTarget.disabled) {\n", + " return fig.toolbar_button_onmouseover(tooltip);\n", + " }\n", + " };\n", + " }\n", + "\n", + " fig.buttons = {};\n", + " var buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'btn-group';\n", + " var button;\n", + " for (var toolbar_ind in mpl.toolbar_items) {\n", + " var name = mpl.toolbar_items[toolbar_ind][0];\n", + " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", + " var image = mpl.toolbar_items[toolbar_ind][2];\n", + " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", + "\n", + " if (!name) {\n", + " /* Instead of a spacer, we start a new button group. */\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + " buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'btn-group';\n", + " continue;\n", + " }\n", + "\n", + " button = fig.buttons[name] = document.createElement('button');\n", + " button.classList = 'btn btn-default';\n", + " button.href = '#';\n", + " button.title = name;\n", + " button.innerHTML = '';\n", + " button.addEventListener('click', on_click_closure(method_name));\n", + " button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n", + " buttonGroup.appendChild(button);\n", + " }\n", + "\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + "\n", + " // Add the status bar.\n", + " var status_bar = document.createElement('span');\n", + " status_bar.classList = 'mpl-message pull-right';\n", + " toolbar.appendChild(status_bar);\n", + " this.message = status_bar;\n", + "\n", + " // Add the close button to the window.\n", + " var buttongrp = document.createElement('div');\n", + " buttongrp.classList = 'btn-group inline pull-right';\n", + " button = document.createElement('button');\n", + " button.classList = 'btn btn-mini btn-primary';\n", + " button.href = '#';\n", + " button.title = 'Stop Interaction';\n", + " button.innerHTML = '';\n", + " button.addEventListener('click', function (_evt) {\n", + " fig.handle_close(fig, {});\n", + " });\n", + " button.addEventListener(\n", + " 'mouseover',\n", + " on_mouseover_closure('Stop Interaction')\n", + " );\n", + " buttongrp.appendChild(button);\n", + " var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n", + " titlebar.insertBefore(buttongrp, titlebar.firstChild);\n", + "};\n", + "\n", + "mpl.figure.prototype._remove_fig_handler = function (event) {\n", + " var fig = event.data.fig;\n", + " if (event.target !== this) {\n", + " // Ignore bubbled events from children.\n", + " return;\n", + " }\n", + " fig.close_ws(fig, {});\n", + "};\n", + "\n", + "mpl.figure.prototype._root_extra_style = function (el) {\n", + " el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n", + "};\n", + "\n", + "mpl.figure.prototype._canvas_extra_style = function (el) {\n", + " // this is important to make the div 'focusable\n", + " el.setAttribute('tabindex', 0);\n", + " // reach out to IPython and tell the keyboard manager to turn it's self\n", + " // off when our div gets focus\n", + "\n", + " // location in version 3\n", + " if (IPython.notebook.keyboard_manager) {\n", + " IPython.notebook.keyboard_manager.register_events(el);\n", + " } else {\n", + " // location in version 2\n", + " IPython.keyboard_manager.register_events(el);\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype._key_event_extra = function (event, _name) {\n", + " // Check for shift+enter\n", + " if (event.shiftKey && event.which === 13) {\n", + " this.canvas_div.blur();\n", + " // select the cell after this one\n", + " var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n", + " IPython.notebook.select(index + 1);\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_save = function (fig, _msg) {\n", + " fig.ondownload(fig, null);\n", + "};\n", + "\n", + "mpl.find_output_cell = function (html_output) {\n", + " // Return the cell and output element which can be found *uniquely* in the notebook.\n", + " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", + " // IPython event is triggered only after the cells have been serialised, which for\n", + " // our purposes (turning an active figure into a static one), is too late.\n", + " var cells = IPython.notebook.get_cells();\n", + " var ncells = cells.length;\n", + " for (var i = 0; i < ncells; i++) {\n", + " var cell = cells[i];\n", + " if (cell.cell_type === 'code') {\n", + " for (var j = 0; j < cell.output_area.outputs.length; j++) {\n", + " var data = cell.output_area.outputs[j];\n", + " if (data.data) {\n", + " // IPython >= 3 moved mimebundle to data attribute of output\n", + " data = data.data;\n", + " }\n", + " if (data['text/html'] === html_output) {\n", + " return [cell, data, j];\n", + " }\n", + " }\n", + " }\n", + " }\n", + "};\n", + "\n", + "// Register the function which deals with the matplotlib target/channel.\n", + "// The kernel may be null if the page has been refreshed.\n", + "if (IPython.notebook.kernel !== null) {\n", + " IPython.notebook.kernel.comm_manager.register_target(\n", + " 'matplotlib',\n", + " mpl.mpl_figure_comm\n", + " );\n", + "}\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%matplotlib notebook\n", + "plt.scatter(data.fires,data.thefts)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "16c2ca0a", + "metadata": {}, + "outputs": [], + "source": [ + "def loss_function(m, b, points):\n", + " total_loss = 0\n", + " for i in range(len(points)):\n", + " x = points." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/cw_3/fires_thefts.csv b/cw_3/fires_thefts.csv new file mode 100644 index 0000000..77fe6a0 --- /dev/null +++ b/cw_3/fires_thefts.csv @@ -0,0 +1,42 @@ +6.2,29 +9.5,44 +10.5,36 +7.7,37 +8.6,53 +34.1,68 +11,75 +6.9,18 +7.3,31 +15.1,25 +29.1,34 +2.2,14 +5.7,11 +2,11 +2.5,22 +4,16 +5.4,27 +2.2,9 +7.2,29 +15.1,30 +16.5,40 +18.4,32 +36.2,41 +39.7,147 +18.5,22 +23.3,29 +12.2,46 +5.6,23 +21.8,4 +21.6,31 +9,39 +3.6,15 +5,32 +28.6,27 +17.4,32 +11.3,34 +3.4,17 +11.9,46 +10.5,42 +10.7,43 +10.8,34 +4.8,19 diff --git a/cw_3/main.ipynb b/cw_3/main.ipynb new file mode 100644 index 0000000..7a01e5a --- /dev/null +++ b/cw_3/main.ipynb @@ -0,0 +1,1092 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 5, + "id": "8ea563d5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " fires thefts\n", + "0 6.2 29\n", + "1 9.5 44\n", + "2 10.5 36\n", + "3 7.7 37\n", + "4 8.6 53\n", + "5 34.1 68\n", + "6 11.0 75\n", + "7 6.9 18\n", + "8 7.3 31\n", + "9 15.1 25\n", + "10 29.1 34\n", + "11 2.2 14\n", + "12 5.7 11\n", + "13 2.0 11\n", + "14 2.5 22\n", + "15 4.0 16\n", + "16 5.4 27\n", + "17 2.2 9\n", + "18 7.2 29\n", + "19 15.1 30\n", + "20 16.5 40\n", + "21 18.4 32\n", + "22 36.2 41\n", + "23 39.7 147\n", + "24 18.5 22\n", + "25 23.3 29\n", + "26 12.2 46\n", + "27 5.6 23\n", + "28 21.8 4\n", + "29 21.6 31\n", + "30 9.0 39\n", + "31 3.6 15\n", + "32 5.0 32\n", + "33 28.6 27\n", + "34 17.4 32\n", + "35 11.3 34\n", + "36 3.4 17\n", + "37 11.9 46\n", + "38 10.5 42\n", + "39 10.7 43\n", + "40 10.8 34\n", + "41 4.8 19\n" + ] + } + ], + "source": [ + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "data = pd.read_csv('fires_thefts.csv', names=['fires','thefts'])\n", + "print(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "2bc973dd", + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "/* Put everything inside the global mpl namespace */\n", + "/* global mpl */\n", + "window.mpl = {};\n", + "\n", + "mpl.get_websocket_type = function () {\n", + " if (typeof WebSocket !== 'undefined') {\n", + " return WebSocket;\n", + " } else if (typeof MozWebSocket !== 'undefined') {\n", + " return MozWebSocket;\n", + " } else {\n", + " alert(\n", + " 'Your browser does not have WebSocket support. ' +\n", + " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n", + " 'Firefox 4 and 5 are also supported but you ' +\n", + " 'have to enable WebSockets in about:config.'\n", + " );\n", + " }\n", + "};\n", + "\n", + "mpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n", + " this.id = figure_id;\n", + "\n", + " this.ws = websocket;\n", + "\n", + " this.supports_binary = this.ws.binaryType !== undefined;\n", + "\n", + " if (!this.supports_binary) {\n", + " var warnings = document.getElementById('mpl-warnings');\n", + " if (warnings) {\n", + " warnings.style.display = 'block';\n", + " warnings.textContent =\n", + " 'This browser does not support binary websocket messages. ' +\n", + " 'Performance may be slow.';\n", + " }\n", + " }\n", + "\n", + " this.imageObj = new Image();\n", + "\n", + " this.context = undefined;\n", + " this.message = undefined;\n", + " this.canvas = undefined;\n", + " this.rubberband_canvas = undefined;\n", + " this.rubberband_context = undefined;\n", + " this.format_dropdown = undefined;\n", + "\n", + " this.image_mode = 'full';\n", + "\n", + " this.root = document.createElement('div');\n", + " this.root.setAttribute('style', 'display: inline-block');\n", + " this._root_extra_style(this.root);\n", + "\n", + " parent_element.appendChild(this.root);\n", + "\n", + " this._init_header(this);\n", + " this._init_canvas(this);\n", + " this._init_toolbar(this);\n", + "\n", + " var fig = this;\n", + "\n", + " this.waiting = false;\n", + "\n", + " this.ws.onopen = function () {\n", + " fig.send_message('supports_binary', { value: fig.supports_binary });\n", + " fig.send_message('send_image_mode', {});\n", + " if (fig.ratio !== 1) {\n", + " fig.send_message('set_device_pixel_ratio', {\n", + " device_pixel_ratio: fig.ratio,\n", + " });\n", + " }\n", + " fig.send_message('refresh', {});\n", + " };\n", + "\n", + " this.imageObj.onload = function () {\n", + " if (fig.image_mode === 'full') {\n", + " // Full images could contain transparency (where diff images\n", + " // almost always do), so we need to clear the canvas so that\n", + " // there is no ghosting.\n", + " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", + " }\n", + " fig.context.drawImage(fig.imageObj, 0, 0);\n", + " };\n", + "\n", + " this.imageObj.onunload = function () {\n", + " fig.ws.close();\n", + " };\n", + "\n", + " this.ws.onmessage = this._make_on_message_function(this);\n", + "\n", + " this.ondownload = ondownload;\n", + "};\n", + "\n", + "mpl.figure.prototype._init_header = function () {\n", + " var titlebar = document.createElement('div');\n", + " titlebar.classList =\n", + " 'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n", + " var titletext = document.createElement('div');\n", + " titletext.classList = 'ui-dialog-title';\n", + " titletext.setAttribute(\n", + " 'style',\n", + " 'width: 100%; text-align: center; padding: 3px;'\n", + " );\n", + " titlebar.appendChild(titletext);\n", + " this.root.appendChild(titlebar);\n", + " this.header = titletext;\n", + "};\n", + "\n", + "mpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n", + "\n", + "mpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n", + "\n", + "mpl.figure.prototype._init_canvas = function () {\n", + " var fig = this;\n", + "\n", + " var canvas_div = (this.canvas_div = document.createElement('div'));\n", + " canvas_div.setAttribute(\n", + " 'style',\n", + " 'border: 1px solid #ddd;' +\n", + " 'box-sizing: content-box;' +\n", + " 'clear: both;' +\n", + " 'min-height: 1px;' +\n", + " 'min-width: 1px;' +\n", + " 'outline: 0;' +\n", + " 'overflow: hidden;' +\n", + " 'position: relative;' +\n", + " 'resize: both;'\n", + " );\n", + "\n", + " function on_keyboard_event_closure(name) {\n", + " return function (event) {\n", + " return fig.key_event(event, name);\n", + " };\n", + " }\n", + "\n", + " canvas_div.addEventListener(\n", + " 'keydown',\n", + " on_keyboard_event_closure('key_press')\n", + " );\n", + " canvas_div.addEventListener(\n", + " 'keyup',\n", + " on_keyboard_event_closure('key_release')\n", + " );\n", + "\n", + " this._canvas_extra_style(canvas_div);\n", + " this.root.appendChild(canvas_div);\n", + "\n", + " var canvas = (this.canvas = document.createElement('canvas'));\n", + " canvas.classList.add('mpl-canvas');\n", + " canvas.setAttribute('style', 'box-sizing: content-box;');\n", + "\n", + " this.context = canvas.getContext('2d');\n", + "\n", + " var backingStore =\n", + " this.context.backingStorePixelRatio ||\n", + " this.context.webkitBackingStorePixelRatio ||\n", + " this.context.mozBackingStorePixelRatio ||\n", + " this.context.msBackingStorePixelRatio ||\n", + " this.context.oBackingStorePixelRatio ||\n", + " this.context.backingStorePixelRatio ||\n", + " 1;\n", + "\n", + " this.ratio = (window.devicePixelRatio || 1) / backingStore;\n", + "\n", + " var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n", + " 'canvas'\n", + " ));\n", + " rubberband_canvas.setAttribute(\n", + " 'style',\n", + " 'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n", + " );\n", + "\n", + " // Apply a ponyfill if ResizeObserver is not implemented by browser.\n", + " if (this.ResizeObserver === undefined) {\n", + " if (window.ResizeObserver !== undefined) {\n", + " this.ResizeObserver = window.ResizeObserver;\n", + " } else {\n", + " var obs = _JSXTOOLS_RESIZE_OBSERVER({});\n", + " this.ResizeObserver = obs.ResizeObserver;\n", + " }\n", + " }\n", + "\n", + " this.resizeObserverInstance = new this.ResizeObserver(function (entries) {\n", + " var nentries = entries.length;\n", + " for (var i = 0; i < nentries; i++) {\n", + " var entry = entries[i];\n", + " var width, height;\n", + " if (entry.contentBoxSize) {\n", + " if (entry.contentBoxSize instanceof Array) {\n", + " // Chrome 84 implements new version of spec.\n", + " width = entry.contentBoxSize[0].inlineSize;\n", + " height = entry.contentBoxSize[0].blockSize;\n", + " } else {\n", + " // Firefox implements old version of spec.\n", + " width = entry.contentBoxSize.inlineSize;\n", + " height = entry.contentBoxSize.blockSize;\n", + " }\n", + " } else {\n", + " // Chrome <84 implements even older version of spec.\n", + " width = entry.contentRect.width;\n", + " height = entry.contentRect.height;\n", + " }\n", + "\n", + " // Keep the size of the canvas and rubber band canvas in sync with\n", + " // the canvas container.\n", + " if (entry.devicePixelContentBoxSize) {\n", + " // Chrome 84 implements new version of spec.\n", + " canvas.setAttribute(\n", + " 'width',\n", + " entry.devicePixelContentBoxSize[0].inlineSize\n", + " );\n", + " canvas.setAttribute(\n", + " 'height',\n", + " entry.devicePixelContentBoxSize[0].blockSize\n", + " );\n", + " } else {\n", + " canvas.setAttribute('width', width * fig.ratio);\n", + " canvas.setAttribute('height', height * fig.ratio);\n", + " }\n", + " canvas.setAttribute(\n", + " 'style',\n", + " 'width: ' + width + 'px; height: ' + height + 'px;'\n", + " );\n", + "\n", + " rubberband_canvas.setAttribute('width', width);\n", + " rubberband_canvas.setAttribute('height', height);\n", + "\n", + " // And update the size in Python. We ignore the initial 0/0 size\n", + " // that occurs as the element is placed into the DOM, which should\n", + " // otherwise not happen due to the minimum size styling.\n", + " if (fig.ws.readyState == 1 && width != 0 && height != 0) {\n", + " fig.request_resize(width, height);\n", + " }\n", + " }\n", + " });\n", + " this.resizeObserverInstance.observe(canvas_div);\n", + "\n", + " function on_mouse_event_closure(name) {\n", + " return function (event) {\n", + " return fig.mouse_event(event, name);\n", + " };\n", + " }\n", + "\n", + " rubberband_canvas.addEventListener(\n", + " 'mousedown',\n", + " on_mouse_event_closure('button_press')\n", + " );\n", + " rubberband_canvas.addEventListener(\n", + " 'mouseup',\n", + " on_mouse_event_closure('button_release')\n", + " );\n", + " rubberband_canvas.addEventListener(\n", + " 'dblclick',\n", + " on_mouse_event_closure('dblclick')\n", + " );\n", + " // Throttle sequential mouse events to 1 every 20ms.\n", + " rubberband_canvas.addEventListener(\n", + " 'mousemove',\n", + " on_mouse_event_closure('motion_notify')\n", + " );\n", + "\n", + " rubberband_canvas.addEventListener(\n", + " 'mouseenter',\n", + " on_mouse_event_closure('figure_enter')\n", + " );\n", + " rubberband_canvas.addEventListener(\n", + " 'mouseleave',\n", + " on_mouse_event_closure('figure_leave')\n", + " );\n", + "\n", + " canvas_div.addEventListener('wheel', function (event) {\n", + " if (event.deltaY < 0) {\n", + " event.step = 1;\n", + " } else {\n", + " event.step = -1;\n", + " }\n", + " on_mouse_event_closure('scroll')(event);\n", + " });\n", + "\n", + " canvas_div.appendChild(canvas);\n", + " canvas_div.appendChild(rubberband_canvas);\n", + "\n", + " this.rubberband_context = rubberband_canvas.getContext('2d');\n", + " this.rubberband_context.strokeStyle = '#000000';\n", + "\n", + " this._resize_canvas = function (width, height, forward) {\n", + " if (forward) {\n", + " canvas_div.style.width = width + 'px';\n", + " canvas_div.style.height = height + 'px';\n", + " }\n", + " };\n", + "\n", + " // Disable right mouse context menu.\n", + " this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n", + " event.preventDefault();\n", + " return false;\n", + " });\n", + "\n", + " function set_focus() {\n", + " canvas.focus();\n", + " canvas_div.focus();\n", + " }\n", + "\n", + " window.setTimeout(set_focus, 100);\n", + "};\n", + "\n", + "mpl.figure.prototype._init_toolbar = function () {\n", + " var fig = this;\n", + "\n", + " var toolbar = document.createElement('div');\n", + " toolbar.classList = 'mpl-toolbar';\n", + " this.root.appendChild(toolbar);\n", + "\n", + " function on_click_closure(name) {\n", + " return function (_event) {\n", + " return fig.toolbar_button_onclick(name);\n", + " };\n", + " }\n", + "\n", + " function on_mouseover_closure(tooltip) {\n", + " return function (event) {\n", + " if (!event.currentTarget.disabled) {\n", + " return fig.toolbar_button_onmouseover(tooltip);\n", + " }\n", + " };\n", + " }\n", + "\n", + " fig.buttons = {};\n", + " var buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'mpl-button-group';\n", + " for (var toolbar_ind in mpl.toolbar_items) {\n", + " var name = mpl.toolbar_items[toolbar_ind][0];\n", + " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", + " var image = mpl.toolbar_items[toolbar_ind][2];\n", + " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", + "\n", + " if (!name) {\n", + " /* Instead of a spacer, we start a new button group. */\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + " buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'mpl-button-group';\n", + " continue;\n", + " }\n", + "\n", + " var button = (fig.buttons[name] = document.createElement('button'));\n", + " button.classList = 'mpl-widget';\n", + " button.setAttribute('role', 'button');\n", + " button.setAttribute('aria-disabled', 'false');\n", + " button.addEventListener('click', on_click_closure(method_name));\n", + " button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n", + "\n", + " var icon_img = document.createElement('img');\n", + " icon_img.src = '_images/' + image + '.png';\n", + " icon_img.srcset = '_images/' + image + '_large.png 2x';\n", + " icon_img.alt = tooltip;\n", + " button.appendChild(icon_img);\n", + "\n", + " buttonGroup.appendChild(button);\n", + " }\n", + "\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + "\n", + " var fmt_picker = document.createElement('select');\n", + " fmt_picker.classList = 'mpl-widget';\n", + " toolbar.appendChild(fmt_picker);\n", + " this.format_dropdown = fmt_picker;\n", + "\n", + " for (var ind in mpl.extensions) {\n", + " var fmt = mpl.extensions[ind];\n", + " var option = document.createElement('option');\n", + " option.selected = fmt === mpl.default_extension;\n", + " option.innerHTML = fmt;\n", + " fmt_picker.appendChild(option);\n", + " }\n", + "\n", + " var status_bar = document.createElement('span');\n", + " status_bar.classList = 'mpl-message';\n", + " toolbar.appendChild(status_bar);\n", + " this.message = status_bar;\n", + "};\n", + "\n", + "mpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n", + " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", + " // which will in turn request a refresh of the image.\n", + " this.send_message('resize', { width: x_pixels, height: y_pixels });\n", + "};\n", + "\n", + "mpl.figure.prototype.send_message = function (type, properties) {\n", + " properties['type'] = type;\n", + " properties['figure_id'] = this.id;\n", + " this.ws.send(JSON.stringify(properties));\n", + "};\n", + "\n", + "mpl.figure.prototype.send_draw_message = function () {\n", + " if (!this.waiting) {\n", + " this.waiting = true;\n", + " this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_save = function (fig, _msg) {\n", + " var format_dropdown = fig.format_dropdown;\n", + " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", + " fig.ondownload(fig, format);\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_resize = function (fig, msg) {\n", + " var size = msg['size'];\n", + " if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n", + " fig._resize_canvas(size[0], size[1], msg['forward']);\n", + " fig.send_message('refresh', {});\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n", + " var x0 = msg['x0'] / fig.ratio;\n", + " var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n", + " var x1 = msg['x1'] / fig.ratio;\n", + " var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n", + " x0 = Math.floor(x0) + 0.5;\n", + " y0 = Math.floor(y0) + 0.5;\n", + " x1 = Math.floor(x1) + 0.5;\n", + " y1 = Math.floor(y1) + 0.5;\n", + " var min_x = Math.min(x0, x1);\n", + " var min_y = Math.min(y0, y1);\n", + " var width = Math.abs(x1 - x0);\n", + " var height = Math.abs(y1 - y0);\n", + "\n", + " fig.rubberband_context.clearRect(\n", + " 0,\n", + " 0,\n", + " fig.canvas.width / fig.ratio,\n", + " fig.canvas.height / fig.ratio\n", + " );\n", + "\n", + " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_figure_label = function (fig, msg) {\n", + " // Updates the figure title.\n", + " fig.header.textContent = msg['label'];\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_cursor = function (fig, msg) {\n", + " fig.rubberband_canvas.style.cursor = msg['cursor'];\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_message = function (fig, msg) {\n", + " fig.message.textContent = msg['message'];\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_draw = function (fig, _msg) {\n", + " // Request the server to send over a new figure.\n", + " fig.send_draw_message();\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_image_mode = function (fig, msg) {\n", + " fig.image_mode = msg['mode'];\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n", + " for (var key in msg) {\n", + " if (!(key in fig.buttons)) {\n", + " continue;\n", + " }\n", + " fig.buttons[key].disabled = !msg[key];\n", + " fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n", + " if (msg['mode'] === 'PAN') {\n", + " fig.buttons['Pan'].classList.add('active');\n", + " fig.buttons['Zoom'].classList.remove('active');\n", + " } else if (msg['mode'] === 'ZOOM') {\n", + " fig.buttons['Pan'].classList.remove('active');\n", + " fig.buttons['Zoom'].classList.add('active');\n", + " } else {\n", + " fig.buttons['Pan'].classList.remove('active');\n", + " fig.buttons['Zoom'].classList.remove('active');\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.updated_canvas_event = function () {\n", + " // Called whenever the canvas gets updated.\n", + " this.send_message('ack', {});\n", + "};\n", + "\n", + "// A function to construct a web socket function for onmessage handling.\n", + "// Called in the figure constructor.\n", + "mpl.figure.prototype._make_on_message_function = function (fig) {\n", + " return function socket_on_message(evt) {\n", + " if (evt.data instanceof Blob) {\n", + " var img = evt.data;\n", + " if (img.type !== 'image/png') {\n", + " /* FIXME: We get \"Resource interpreted as Image but\n", + " * transferred with MIME type text/plain:\" errors on\n", + " * Chrome. But how to set the MIME type? It doesn't seem\n", + " * to be part of the websocket stream */\n", + " img.type = 'image/png';\n", + " }\n", + "\n", + " /* Free the memory for the previous frames */\n", + " if (fig.imageObj.src) {\n", + " (window.URL || window.webkitURL).revokeObjectURL(\n", + " fig.imageObj.src\n", + " );\n", + " }\n", + "\n", + " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", + " img\n", + " );\n", + " fig.updated_canvas_event();\n", + " fig.waiting = false;\n", + " return;\n", + " } else if (\n", + " typeof evt.data === 'string' &&\n", + " evt.data.slice(0, 21) === 'data:image/png;base64'\n", + " ) {\n", + " fig.imageObj.src = evt.data;\n", + " fig.updated_canvas_event();\n", + " fig.waiting = false;\n", + " return;\n", + " }\n", + "\n", + " var msg = JSON.parse(evt.data);\n", + " var msg_type = msg['type'];\n", + "\n", + " // Call the \"handle_{type}\" callback, which takes\n", + " // the figure and JSON message as its only arguments.\n", + " try {\n", + " var callback = fig['handle_' + msg_type];\n", + " } catch (e) {\n", + " console.log(\n", + " \"No handler for the '\" + msg_type + \"' message type: \",\n", + " msg\n", + " );\n", + " return;\n", + " }\n", + "\n", + " if (callback) {\n", + " try {\n", + " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", + " callback(fig, msg);\n", + " } catch (e) {\n", + " console.log(\n", + " \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n", + " e,\n", + " e.stack,\n", + " msg\n", + " );\n", + " }\n", + " }\n", + " };\n", + "};\n", + "\n", + "// from https://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", + "mpl.findpos = function (e) {\n", + " //this section is from http://www.quirksmode.org/js/events_properties.html\n", + " var targ;\n", + " if (!e) {\n", + " e = window.event;\n", + " }\n", + " if (e.target) {\n", + " targ = e.target;\n", + " } else if (e.srcElement) {\n", + " targ = e.srcElement;\n", + " }\n", + " if (targ.nodeType === 3) {\n", + " // defeat Safari bug\n", + " targ = targ.parentNode;\n", + " }\n", + "\n", + " // pageX,Y are the mouse positions relative to the document\n", + " var boundingRect = targ.getBoundingClientRect();\n", + " var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n", + " var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n", + "\n", + " return { x: x, y: y };\n", + "};\n", + "\n", + "/*\n", + " * return a copy of an object with only non-object keys\n", + " * we need this to avoid circular references\n", + " * https://stackoverflow.com/a/24161582/3208463\n", + " */\n", + "function simpleKeys(original) {\n", + " return Object.keys(original).reduce(function (obj, key) {\n", + " if (typeof original[key] !== 'object') {\n", + " obj[key] = original[key];\n", + " }\n", + " return obj;\n", + " }, {});\n", + "}\n", + "\n", + "mpl.figure.prototype.mouse_event = function (event, name) {\n", + " var canvas_pos = mpl.findpos(event);\n", + "\n", + " if (name === 'button_press') {\n", + " this.canvas.focus();\n", + " this.canvas_div.focus();\n", + " }\n", + "\n", + " var x = canvas_pos.x * this.ratio;\n", + " var y = canvas_pos.y * this.ratio;\n", + "\n", + " this.send_message(name, {\n", + " x: x,\n", + " y: y,\n", + " button: event.button,\n", + " step: event.step,\n", + " guiEvent: simpleKeys(event),\n", + " });\n", + "\n", + " /* This prevents the web browser from automatically changing to\n", + " * the text insertion cursor when the button is pressed. We want\n", + " * to control all of the cursor setting manually through the\n", + " * 'cursor' event from matplotlib */\n", + " event.preventDefault();\n", + " return false;\n", + "};\n", + "\n", + "mpl.figure.prototype._key_event_extra = function (_event, _name) {\n", + " // Handle any extra behaviour associated with a key event\n", + "};\n", + "\n", + "mpl.figure.prototype.key_event = function (event, name) {\n", + " // Prevent repeat events\n", + " if (name === 'key_press') {\n", + " if (event.key === this._key) {\n", + " return;\n", + " } else {\n", + " this._key = event.key;\n", + " }\n", + " }\n", + " if (name === 'key_release') {\n", + " this._key = null;\n", + " }\n", + "\n", + " var value = '';\n", + " if (event.ctrlKey && event.key !== 'Control') {\n", + " value += 'ctrl+';\n", + " }\n", + " else if (event.altKey && event.key !== 'Alt') {\n", + " value += 'alt+';\n", + " }\n", + " else if (event.shiftKey && event.key !== 'Shift') {\n", + " value += 'shift+';\n", + " }\n", + "\n", + " value += 'k' + event.key;\n", + "\n", + " this._key_event_extra(event, name);\n", + "\n", + " this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n", + " return false;\n", + "};\n", + "\n", + "mpl.figure.prototype.toolbar_button_onclick = function (name) {\n", + " if (name === 'download') {\n", + " this.handle_save(this, null);\n", + " } else {\n", + " this.send_message('toolbar_button', { name: name });\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n", + " this.message.textContent = tooltip;\n", + "};\n", + "\n", + "///////////////// REMAINING CONTENT GENERATED BY embed_js.py /////////////////\n", + "// prettier-ignore\n", + "var _JSXTOOLS_RESIZE_OBSERVER=function(A){var t,i=new WeakMap,n=new WeakMap,a=new WeakMap,r=new WeakMap,o=new Set;function s(e){if(!(this instanceof s))throw new TypeError(\"Constructor requires 'new' operator\");i.set(this,e)}function h(){throw new TypeError(\"Function is not a constructor\")}function c(e,t,i,n){e=0 in arguments?Number(arguments[0]):0,t=1 in arguments?Number(arguments[1]):0,i=2 in arguments?Number(arguments[2]):0,n=3 in arguments?Number(arguments[3]):0,this.right=(this.x=this.left=e)+(this.width=i),this.bottom=(this.y=this.top=t)+(this.height=n),Object.freeze(this)}function d(){t=requestAnimationFrame(d);var s=new WeakMap,p=new Set;o.forEach((function(t){r.get(t).forEach((function(i){var r=t instanceof window.SVGElement,o=a.get(t),d=r?0:parseFloat(o.paddingTop),f=r?0:parseFloat(o.paddingRight),l=r?0:parseFloat(o.paddingBottom),u=r?0:parseFloat(o.paddingLeft),g=r?0:parseFloat(o.borderTopWidth),m=r?0:parseFloat(o.borderRightWidth),w=r?0:parseFloat(o.borderBottomWidth),b=u+f,F=d+l,v=(r?0:parseFloat(o.borderLeftWidth))+m,W=g+w,y=r?0:t.offsetHeight-W-t.clientHeight,E=r?0:t.offsetWidth-v-t.clientWidth,R=b+v,z=F+W,M=r?t.width:parseFloat(o.width)-R-E,O=r?t.height:parseFloat(o.height)-z-y;if(n.has(t)){var k=n.get(t);if(k[0]===M&&k[1]===O)return}n.set(t,[M,O]);var S=Object.create(h.prototype);S.target=t,S.contentRect=new c(u,d,M,O),s.has(i)||(s.set(i,[]),p.add(i)),s.get(i).push(S)}))})),p.forEach((function(e){i.get(e).call(e,s.get(e),e)}))}return s.prototype.observe=function(i){if(i instanceof window.Element){r.has(i)||(r.set(i,new Set),o.add(i),a.set(i,window.getComputedStyle(i)));var n=r.get(i);n.has(this)||n.add(this),cancelAnimationFrame(t),t=requestAnimationFrame(d)}},s.prototype.unobserve=function(i){if(i instanceof window.Element&&r.has(i)){var n=r.get(i);n.has(this)&&(n.delete(this),n.size||(r.delete(i),o.delete(i))),n.size||r.delete(i),o.size||cancelAnimationFrame(t)}},A.DOMRectReadOnly=c,A.ResizeObserver=s,A.ResizeObserverEntry=h,A}; // eslint-disable-line\n", + "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n", + "\n", + "mpl.extensions = [\"eps\", \"jpeg\", \"pgf\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", + "\n", + "mpl.default_extension = \"png\";/* global mpl */\n", + "\n", + "var comm_websocket_adapter = function (comm) {\n", + " // Create a \"websocket\"-like object which calls the given IPython comm\n", + " // object with the appropriate methods. Currently this is a non binary\n", + " // socket, so there is still some room for performance tuning.\n", + " var ws = {};\n", + "\n", + " ws.binaryType = comm.kernel.ws.binaryType;\n", + " ws.readyState = comm.kernel.ws.readyState;\n", + " function updateReadyState(_event) {\n", + " if (comm.kernel.ws) {\n", + " ws.readyState = comm.kernel.ws.readyState;\n", + " } else {\n", + " ws.readyState = 3; // Closed state.\n", + " }\n", + " }\n", + " comm.kernel.ws.addEventListener('open', updateReadyState);\n", + " comm.kernel.ws.addEventListener('close', updateReadyState);\n", + " comm.kernel.ws.addEventListener('error', updateReadyState);\n", + "\n", + " ws.close = function () {\n", + " comm.close();\n", + " };\n", + " ws.send = function (m) {\n", + " //console.log('sending', m);\n", + " comm.send(m);\n", + " };\n", + " // Register the callback with on_msg.\n", + " comm.on_msg(function (msg) {\n", + " //console.log('receiving', msg['content']['data'], msg);\n", + " var data = msg['content']['data'];\n", + " if (data['blob'] !== undefined) {\n", + " data = {\n", + " data: new Blob(msg['buffers'], { type: data['blob'] }),\n", + " };\n", + " }\n", + " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", + " ws.onmessage(data);\n", + " });\n", + " return ws;\n", + "};\n", + "\n", + "mpl.mpl_figure_comm = function (comm, msg) {\n", + " // This is the function which gets called when the mpl process\n", + " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", + "\n", + " var id = msg.content.data.id;\n", + " // Get hold of the div created by the display call when the Comm\n", + " // socket was opened in Python.\n", + " var element = document.getElementById(id);\n", + " var ws_proxy = comm_websocket_adapter(comm);\n", + "\n", + " function ondownload(figure, _format) {\n", + " window.open(figure.canvas.toDataURL());\n", + " }\n", + "\n", + " var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n", + "\n", + " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", + " // web socket which is closed, not our websocket->open comm proxy.\n", + " ws_proxy.onopen();\n", + "\n", + " fig.parent_element = element;\n", + " fig.cell_info = mpl.find_output_cell(\"
\");\n", + " if (!fig.cell_info) {\n", + " console.error('Failed to find cell for figure', id, fig);\n", + " return;\n", + " }\n", + " fig.cell_info[0].output_area.element.on(\n", + " 'cleared',\n", + " { fig: fig },\n", + " fig._remove_fig_handler\n", + " );\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_close = function (fig, msg) {\n", + " var width = fig.canvas.width / fig.ratio;\n", + " fig.cell_info[0].output_area.element.off(\n", + " 'cleared',\n", + " fig._remove_fig_handler\n", + " );\n", + " fig.resizeObserverInstance.unobserve(fig.canvas_div);\n", + "\n", + " // Update the output cell to use the data from the current canvas.\n", + " fig.push_to_output();\n", + " var dataURL = fig.canvas.toDataURL();\n", + " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", + " // the notebook keyboard shortcuts fail.\n", + " IPython.keyboard_manager.enable();\n", + " fig.parent_element.innerHTML =\n", + " '';\n", + " fig.close_ws(fig, msg);\n", + "};\n", + "\n", + "mpl.figure.prototype.close_ws = function (fig, msg) {\n", + " fig.send_message('closing', msg);\n", + " // fig.ws.close()\n", + "};\n", + "\n", + "mpl.figure.prototype.push_to_output = function (_remove_interactive) {\n", + " // Turn the data on the canvas into data in the output cell.\n", + " var width = this.canvas.width / this.ratio;\n", + " var dataURL = this.canvas.toDataURL();\n", + " this.cell_info[1]['text/html'] =\n", + " '';\n", + "};\n", + "\n", + "mpl.figure.prototype.updated_canvas_event = function () {\n", + " // Tell IPython that the notebook contents must change.\n", + " IPython.notebook.set_dirty(true);\n", + " this.send_message('ack', {});\n", + " var fig = this;\n", + " // Wait a second, then push the new image to the DOM so\n", + " // that it is saved nicely (might be nice to debounce this).\n", + " setTimeout(function () {\n", + " fig.push_to_output();\n", + " }, 1000);\n", + "};\n", + "\n", + "mpl.figure.prototype._init_toolbar = function () {\n", + " var fig = this;\n", + "\n", + " var toolbar = document.createElement('div');\n", + " toolbar.classList = 'btn-toolbar';\n", + " this.root.appendChild(toolbar);\n", + "\n", + " function on_click_closure(name) {\n", + " return function (_event) {\n", + " return fig.toolbar_button_onclick(name);\n", + " };\n", + " }\n", + "\n", + " function on_mouseover_closure(tooltip) {\n", + " return function (event) {\n", + " if (!event.currentTarget.disabled) {\n", + " return fig.toolbar_button_onmouseover(tooltip);\n", + " }\n", + " };\n", + " }\n", + "\n", + " fig.buttons = {};\n", + " var buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'btn-group';\n", + " var button;\n", + " for (var toolbar_ind in mpl.toolbar_items) {\n", + " var name = mpl.toolbar_items[toolbar_ind][0];\n", + " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", + " var image = mpl.toolbar_items[toolbar_ind][2];\n", + " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", + "\n", + " if (!name) {\n", + " /* Instead of a spacer, we start a new button group. */\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + " buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'btn-group';\n", + " continue;\n", + " }\n", + "\n", + " button = fig.buttons[name] = document.createElement('button');\n", + " button.classList = 'btn btn-default';\n", + " button.href = '#';\n", + " button.title = name;\n", + " button.innerHTML = '';\n", + " button.addEventListener('click', on_click_closure(method_name));\n", + " button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n", + " buttonGroup.appendChild(button);\n", + " }\n", + "\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + "\n", + " // Add the status bar.\n", + " var status_bar = document.createElement('span');\n", + " status_bar.classList = 'mpl-message pull-right';\n", + " toolbar.appendChild(status_bar);\n", + " this.message = status_bar;\n", + "\n", + " // Add the close button to the window.\n", + " var buttongrp = document.createElement('div');\n", + " buttongrp.classList = 'btn-group inline pull-right';\n", + " button = document.createElement('button');\n", + " button.classList = 'btn btn-mini btn-primary';\n", + " button.href = '#';\n", + " button.title = 'Stop Interaction';\n", + " button.innerHTML = '';\n", + " button.addEventListener('click', function (_evt) {\n", + " fig.handle_close(fig, {});\n", + " });\n", + " button.addEventListener(\n", + " 'mouseover',\n", + " on_mouseover_closure('Stop Interaction')\n", + " );\n", + " buttongrp.appendChild(button);\n", + " var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n", + " titlebar.insertBefore(buttongrp, titlebar.firstChild);\n", + "};\n", + "\n", + "mpl.figure.prototype._remove_fig_handler = function (event) {\n", + " var fig = event.data.fig;\n", + " if (event.target !== this) {\n", + " // Ignore bubbled events from children.\n", + " return;\n", + " }\n", + " fig.close_ws(fig, {});\n", + "};\n", + "\n", + "mpl.figure.prototype._root_extra_style = function (el) {\n", + " el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n", + "};\n", + "\n", + "mpl.figure.prototype._canvas_extra_style = function (el) {\n", + " // this is important to make the div 'focusable\n", + " el.setAttribute('tabindex', 0);\n", + " // reach out to IPython and tell the keyboard manager to turn it's self\n", + " // off when our div gets focus\n", + "\n", + " // location in version 3\n", + " if (IPython.notebook.keyboard_manager) {\n", + " IPython.notebook.keyboard_manager.register_events(el);\n", + " } else {\n", + " // location in version 2\n", + " IPython.keyboard_manager.register_events(el);\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype._key_event_extra = function (event, _name) {\n", + " // Check for shift+enter\n", + " if (event.shiftKey && event.which === 13) {\n", + " this.canvas_div.blur();\n", + " // select the cell after this one\n", + " var index = IPython.notebook.find_cell_index(this.cell_info[0]);\n", + " IPython.notebook.select(index + 1);\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_save = function (fig, _msg) {\n", + " fig.ondownload(fig, null);\n", + "};\n", + "\n", + "mpl.find_output_cell = function (html_output) {\n", + " // Return the cell and output element which can be found *uniquely* in the notebook.\n", + " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n", + " // IPython event is triggered only after the cells have been serialised, which for\n", + " // our purposes (turning an active figure into a static one), is too late.\n", + " var cells = IPython.notebook.get_cells();\n", + " var ncells = cells.length;\n", + " for (var i = 0; i < ncells; i++) {\n", + " var cell = cells[i];\n", + " if (cell.cell_type === 'code') {\n", + " for (var j = 0; j < cell.output_area.outputs.length; j++) {\n", + " var data = cell.output_area.outputs[j];\n", + " if (data.data) {\n", + " // IPython >= 3 moved mimebundle to data attribute of output\n", + " data = data.data;\n", + " }\n", + " if (data['text/html'] === html_output) {\n", + " return [cell, data, j];\n", + " }\n", + " }\n", + " }\n", + " }\n", + "};\n", + "\n", + "// Register the function which deals with the matplotlib target/channel.\n", + "// The kernel may be null if the page has been refreshed.\n", + "if (IPython.notebook.kernel !== null) {\n", + " IPython.notebook.kernel.comm_manager.register_target(\n", + " 'matplotlib',\n", + " mpl.mpl_figure_comm\n", + " );\n", + "}\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%matplotlib notebook\n", + "plt.scatter(data.fires,data.thefts)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3a7fbf6d", + "metadata": {}, + "outputs": [], + "source": [ + "def loss_function(m, b, points):\n", + " total_loss = 0\n", + " for i in range(len(points)):\n", + " x = points." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/cw_3/mian.ipynb b/cw_3/mian.ipynb new file mode 100644 index 0000000..4ff8520 --- /dev/null +++ b/cw_3/mian.ipynb @@ -0,0 +1,1092 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 5, + "id": "4d3e77b7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " fires thefts\n", + "0 6.2 29\n", + "1 9.5 44\n", + "2 10.5 36\n", + "3 7.7 37\n", + "4 8.6 53\n", + "5 34.1 68\n", + "6 11.0 75\n", + "7 6.9 18\n", + "8 7.3 31\n", + "9 15.1 25\n", + "10 29.1 34\n", + "11 2.2 14\n", + "12 5.7 11\n", + "13 2.0 11\n", + "14 2.5 22\n", + "15 4.0 16\n", + "16 5.4 27\n", + "17 2.2 9\n", + "18 7.2 29\n", + "19 15.1 30\n", + "20 16.5 40\n", + "21 18.4 32\n", + "22 36.2 41\n", + "23 39.7 147\n", + "24 18.5 22\n", + "25 23.3 29\n", + "26 12.2 46\n", + "27 5.6 23\n", + "28 21.8 4\n", + "29 21.6 31\n", + "30 9.0 39\n", + "31 3.6 15\n", + "32 5.0 32\n", + "33 28.6 27\n", + "34 17.4 32\n", + "35 11.3 34\n", + "36 3.4 17\n", + "37 11.9 46\n", + "38 10.5 42\n", + "39 10.7 43\n", + "40 10.8 34\n", + "41 4.8 19\n" + ] + } + ], + "source": [ + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "data = pd.read_csv('fires_thefts.csv', names=['fires','thefts'])\n", + "print(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "eadcf9ca", + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "/* Put everything inside the global mpl namespace */\n", + "/* global mpl */\n", + "window.mpl = {};\n", + "\n", + "mpl.get_websocket_type = function () {\n", + " if (typeof WebSocket !== 'undefined') {\n", + " return WebSocket;\n", + " } else if (typeof MozWebSocket !== 'undefined') {\n", + " return MozWebSocket;\n", + " } else {\n", + " alert(\n", + " 'Your browser does not have WebSocket support. ' +\n", + " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n", + " 'Firefox 4 and 5 are also supported but you ' +\n", + " 'have to enable WebSockets in about:config.'\n", + " );\n", + " }\n", + "};\n", + "\n", + "mpl.figure = function (figure_id, websocket, ondownload, parent_element) {\n", + " this.id = figure_id;\n", + "\n", + " this.ws = websocket;\n", + "\n", + " this.supports_binary = this.ws.binaryType !== undefined;\n", + "\n", + " if (!this.supports_binary) {\n", + " var warnings = document.getElementById('mpl-warnings');\n", + " if (warnings) {\n", + " warnings.style.display = 'block';\n", + " warnings.textContent =\n", + " 'This browser does not support binary websocket messages. ' +\n", + " 'Performance may be slow.';\n", + " }\n", + " }\n", + "\n", + " this.imageObj = new Image();\n", + "\n", + " this.context = undefined;\n", + " this.message = undefined;\n", + " this.canvas = undefined;\n", + " this.rubberband_canvas = undefined;\n", + " this.rubberband_context = undefined;\n", + " this.format_dropdown = undefined;\n", + "\n", + " this.image_mode = 'full';\n", + "\n", + " this.root = document.createElement('div');\n", + " this.root.setAttribute('style', 'display: inline-block');\n", + " this._root_extra_style(this.root);\n", + "\n", + " parent_element.appendChild(this.root);\n", + "\n", + " this._init_header(this);\n", + " this._init_canvas(this);\n", + " this._init_toolbar(this);\n", + "\n", + " var fig = this;\n", + "\n", + " this.waiting = false;\n", + "\n", + " this.ws.onopen = function () {\n", + " fig.send_message('supports_binary', { value: fig.supports_binary });\n", + " fig.send_message('send_image_mode', {});\n", + " if (fig.ratio !== 1) {\n", + " fig.send_message('set_device_pixel_ratio', {\n", + " device_pixel_ratio: fig.ratio,\n", + " });\n", + " }\n", + " fig.send_message('refresh', {});\n", + " };\n", + "\n", + " this.imageObj.onload = function () {\n", + " if (fig.image_mode === 'full') {\n", + " // Full images could contain transparency (where diff images\n", + " // almost always do), so we need to clear the canvas so that\n", + " // there is no ghosting.\n", + " fig.context.clearRect(0, 0, fig.canvas.width, fig.canvas.height);\n", + " }\n", + " fig.context.drawImage(fig.imageObj, 0, 0);\n", + " };\n", + "\n", + " this.imageObj.onunload = function () {\n", + " fig.ws.close();\n", + " };\n", + "\n", + " this.ws.onmessage = this._make_on_message_function(this);\n", + "\n", + " this.ondownload = ondownload;\n", + "};\n", + "\n", + "mpl.figure.prototype._init_header = function () {\n", + " var titlebar = document.createElement('div');\n", + " titlebar.classList =\n", + " 'ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix';\n", + " var titletext = document.createElement('div');\n", + " titletext.classList = 'ui-dialog-title';\n", + " titletext.setAttribute(\n", + " 'style',\n", + " 'width: 100%; text-align: center; padding: 3px;'\n", + " );\n", + " titlebar.appendChild(titletext);\n", + " this.root.appendChild(titlebar);\n", + " this.header = titletext;\n", + "};\n", + "\n", + "mpl.figure.prototype._canvas_extra_style = function (_canvas_div) {};\n", + "\n", + "mpl.figure.prototype._root_extra_style = function (_canvas_div) {};\n", + "\n", + "mpl.figure.prototype._init_canvas = function () {\n", + " var fig = this;\n", + "\n", + " var canvas_div = (this.canvas_div = document.createElement('div'));\n", + " canvas_div.setAttribute(\n", + " 'style',\n", + " 'border: 1px solid #ddd;' +\n", + " 'box-sizing: content-box;' +\n", + " 'clear: both;' +\n", + " 'min-height: 1px;' +\n", + " 'min-width: 1px;' +\n", + " 'outline: 0;' +\n", + " 'overflow: hidden;' +\n", + " 'position: relative;' +\n", + " 'resize: both;'\n", + " );\n", + "\n", + " function on_keyboard_event_closure(name) {\n", + " return function (event) {\n", + " return fig.key_event(event, name);\n", + " };\n", + " }\n", + "\n", + " canvas_div.addEventListener(\n", + " 'keydown',\n", + " on_keyboard_event_closure('key_press')\n", + " );\n", + " canvas_div.addEventListener(\n", + " 'keyup',\n", + " on_keyboard_event_closure('key_release')\n", + " );\n", + "\n", + " this._canvas_extra_style(canvas_div);\n", + " this.root.appendChild(canvas_div);\n", + "\n", + " var canvas = (this.canvas = document.createElement('canvas'));\n", + " canvas.classList.add('mpl-canvas');\n", + " canvas.setAttribute('style', 'box-sizing: content-box;');\n", + "\n", + " this.context = canvas.getContext('2d');\n", + "\n", + " var backingStore =\n", + " this.context.backingStorePixelRatio ||\n", + " this.context.webkitBackingStorePixelRatio ||\n", + " this.context.mozBackingStorePixelRatio ||\n", + " this.context.msBackingStorePixelRatio ||\n", + " this.context.oBackingStorePixelRatio ||\n", + " this.context.backingStorePixelRatio ||\n", + " 1;\n", + "\n", + " this.ratio = (window.devicePixelRatio || 1) / backingStore;\n", + "\n", + " var rubberband_canvas = (this.rubberband_canvas = document.createElement(\n", + " 'canvas'\n", + " ));\n", + " rubberband_canvas.setAttribute(\n", + " 'style',\n", + " 'box-sizing: content-box; position: absolute; left: 0; top: 0; z-index: 1;'\n", + " );\n", + "\n", + " // Apply a ponyfill if ResizeObserver is not implemented by browser.\n", + " if (this.ResizeObserver === undefined) {\n", + " if (window.ResizeObserver !== undefined) {\n", + " this.ResizeObserver = window.ResizeObserver;\n", + " } else {\n", + " var obs = _JSXTOOLS_RESIZE_OBSERVER({});\n", + " this.ResizeObserver = obs.ResizeObserver;\n", + " }\n", + " }\n", + "\n", + " this.resizeObserverInstance = new this.ResizeObserver(function (entries) {\n", + " var nentries = entries.length;\n", + " for (var i = 0; i < nentries; i++) {\n", + " var entry = entries[i];\n", + " var width, height;\n", + " if (entry.contentBoxSize) {\n", + " if (entry.contentBoxSize instanceof Array) {\n", + " // Chrome 84 implements new version of spec.\n", + " width = entry.contentBoxSize[0].inlineSize;\n", + " height = entry.contentBoxSize[0].blockSize;\n", + " } else {\n", + " // Firefox implements old version of spec.\n", + " width = entry.contentBoxSize.inlineSize;\n", + " height = entry.contentBoxSize.blockSize;\n", + " }\n", + " } else {\n", + " // Chrome <84 implements even older version of spec.\n", + " width = entry.contentRect.width;\n", + " height = entry.contentRect.height;\n", + " }\n", + "\n", + " // Keep the size of the canvas and rubber band canvas in sync with\n", + " // the canvas container.\n", + " if (entry.devicePixelContentBoxSize) {\n", + " // Chrome 84 implements new version of spec.\n", + " canvas.setAttribute(\n", + " 'width',\n", + " entry.devicePixelContentBoxSize[0].inlineSize\n", + " );\n", + " canvas.setAttribute(\n", + " 'height',\n", + " entry.devicePixelContentBoxSize[0].blockSize\n", + " );\n", + " } else {\n", + " canvas.setAttribute('width', width * fig.ratio);\n", + " canvas.setAttribute('height', height * fig.ratio);\n", + " }\n", + " canvas.setAttribute(\n", + " 'style',\n", + " 'width: ' + width + 'px; height: ' + height + 'px;'\n", + " );\n", + "\n", + " rubberband_canvas.setAttribute('width', width);\n", + " rubberband_canvas.setAttribute('height', height);\n", + "\n", + " // And update the size in Python. We ignore the initial 0/0 size\n", + " // that occurs as the element is placed into the DOM, which should\n", + " // otherwise not happen due to the minimum size styling.\n", + " if (fig.ws.readyState == 1 && width != 0 && height != 0) {\n", + " fig.request_resize(width, height);\n", + " }\n", + " }\n", + " });\n", + " this.resizeObserverInstance.observe(canvas_div);\n", + "\n", + " function on_mouse_event_closure(name) {\n", + " return function (event) {\n", + " return fig.mouse_event(event, name);\n", + " };\n", + " }\n", + "\n", + " rubberband_canvas.addEventListener(\n", + " 'mousedown',\n", + " on_mouse_event_closure('button_press')\n", + " );\n", + " rubberband_canvas.addEventListener(\n", + " 'mouseup',\n", + " on_mouse_event_closure('button_release')\n", + " );\n", + " rubberband_canvas.addEventListener(\n", + " 'dblclick',\n", + " on_mouse_event_closure('dblclick')\n", + " );\n", + " // Throttle sequential mouse events to 1 every 20ms.\n", + " rubberband_canvas.addEventListener(\n", + " 'mousemove',\n", + " on_mouse_event_closure('motion_notify')\n", + " );\n", + "\n", + " rubberband_canvas.addEventListener(\n", + " 'mouseenter',\n", + " on_mouse_event_closure('figure_enter')\n", + " );\n", + " rubberband_canvas.addEventListener(\n", + " 'mouseleave',\n", + " on_mouse_event_closure('figure_leave')\n", + " );\n", + "\n", + " canvas_div.addEventListener('wheel', function (event) {\n", + " if (event.deltaY < 0) {\n", + " event.step = 1;\n", + " } else {\n", + " event.step = -1;\n", + " }\n", + " on_mouse_event_closure('scroll')(event);\n", + " });\n", + "\n", + " canvas_div.appendChild(canvas);\n", + " canvas_div.appendChild(rubberband_canvas);\n", + "\n", + " this.rubberband_context = rubberband_canvas.getContext('2d');\n", + " this.rubberband_context.strokeStyle = '#000000';\n", + "\n", + " this._resize_canvas = function (width, height, forward) {\n", + " if (forward) {\n", + " canvas_div.style.width = width + 'px';\n", + " canvas_div.style.height = height + 'px';\n", + " }\n", + " };\n", + "\n", + " // Disable right mouse context menu.\n", + " this.rubberband_canvas.addEventListener('contextmenu', function (_e) {\n", + " event.preventDefault();\n", + " return false;\n", + " });\n", + "\n", + " function set_focus() {\n", + " canvas.focus();\n", + " canvas_div.focus();\n", + " }\n", + "\n", + " window.setTimeout(set_focus, 100);\n", + "};\n", + "\n", + "mpl.figure.prototype._init_toolbar = function () {\n", + " var fig = this;\n", + "\n", + " var toolbar = document.createElement('div');\n", + " toolbar.classList = 'mpl-toolbar';\n", + " this.root.appendChild(toolbar);\n", + "\n", + " function on_click_closure(name) {\n", + " return function (_event) {\n", + " return fig.toolbar_button_onclick(name);\n", + " };\n", + " }\n", + "\n", + " function on_mouseover_closure(tooltip) {\n", + " return function (event) {\n", + " if (!event.currentTarget.disabled) {\n", + " return fig.toolbar_button_onmouseover(tooltip);\n", + " }\n", + " };\n", + " }\n", + "\n", + " fig.buttons = {};\n", + " var buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'mpl-button-group';\n", + " for (var toolbar_ind in mpl.toolbar_items) {\n", + " var name = mpl.toolbar_items[toolbar_ind][0];\n", + " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", + " var image = mpl.toolbar_items[toolbar_ind][2];\n", + " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", + "\n", + " if (!name) {\n", + " /* Instead of a spacer, we start a new button group. */\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + " buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'mpl-button-group';\n", + " continue;\n", + " }\n", + "\n", + " var button = (fig.buttons[name] = document.createElement('button'));\n", + " button.classList = 'mpl-widget';\n", + " button.setAttribute('role', 'button');\n", + " button.setAttribute('aria-disabled', 'false');\n", + " button.addEventListener('click', on_click_closure(method_name));\n", + " button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n", + "\n", + " var icon_img = document.createElement('img');\n", + " icon_img.src = '_images/' + image + '.png';\n", + " icon_img.srcset = '_images/' + image + '_large.png 2x';\n", + " icon_img.alt = tooltip;\n", + " button.appendChild(icon_img);\n", + "\n", + " buttonGroup.appendChild(button);\n", + " }\n", + "\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + "\n", + " var fmt_picker = document.createElement('select');\n", + " fmt_picker.classList = 'mpl-widget';\n", + " toolbar.appendChild(fmt_picker);\n", + " this.format_dropdown = fmt_picker;\n", + "\n", + " for (var ind in mpl.extensions) {\n", + " var fmt = mpl.extensions[ind];\n", + " var option = document.createElement('option');\n", + " option.selected = fmt === mpl.default_extension;\n", + " option.innerHTML = fmt;\n", + " fmt_picker.appendChild(option);\n", + " }\n", + "\n", + " var status_bar = document.createElement('span');\n", + " status_bar.classList = 'mpl-message';\n", + " toolbar.appendChild(status_bar);\n", + " this.message = status_bar;\n", + "};\n", + "\n", + "mpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n", + " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n", + " // which will in turn request a refresh of the image.\n", + " this.send_message('resize', { width: x_pixels, height: y_pixels });\n", + "};\n", + "\n", + "mpl.figure.prototype.send_message = function (type, properties) {\n", + " properties['type'] = type;\n", + " properties['figure_id'] = this.id;\n", + " this.ws.send(JSON.stringify(properties));\n", + "};\n", + "\n", + "mpl.figure.prototype.send_draw_message = function () {\n", + " if (!this.waiting) {\n", + " this.waiting = true;\n", + " this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_save = function (fig, _msg) {\n", + " var format_dropdown = fig.format_dropdown;\n", + " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n", + " fig.ondownload(fig, format);\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_resize = function (fig, msg) {\n", + " var size = msg['size'];\n", + " if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n", + " fig._resize_canvas(size[0], size[1], msg['forward']);\n", + " fig.send_message('refresh', {});\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n", + " var x0 = msg['x0'] / fig.ratio;\n", + " var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n", + " var x1 = msg['x1'] / fig.ratio;\n", + " var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n", + " x0 = Math.floor(x0) + 0.5;\n", + " y0 = Math.floor(y0) + 0.5;\n", + " x1 = Math.floor(x1) + 0.5;\n", + " y1 = Math.floor(y1) + 0.5;\n", + " var min_x = Math.min(x0, x1);\n", + " var min_y = Math.min(y0, y1);\n", + " var width = Math.abs(x1 - x0);\n", + " var height = Math.abs(y1 - y0);\n", + "\n", + " fig.rubberband_context.clearRect(\n", + " 0,\n", + " 0,\n", + " fig.canvas.width / fig.ratio,\n", + " fig.canvas.height / fig.ratio\n", + " );\n", + "\n", + " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_figure_label = function (fig, msg) {\n", + " // Updates the figure title.\n", + " fig.header.textContent = msg['label'];\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_cursor = function (fig, msg) {\n", + " fig.rubberband_canvas.style.cursor = msg['cursor'];\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_message = function (fig, msg) {\n", + " fig.message.textContent = msg['message'];\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_draw = function (fig, _msg) {\n", + " // Request the server to send over a new figure.\n", + " fig.send_draw_message();\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_image_mode = function (fig, msg) {\n", + " fig.image_mode = msg['mode'];\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n", + " for (var key in msg) {\n", + " if (!(key in fig.buttons)) {\n", + " continue;\n", + " }\n", + " fig.buttons[key].disabled = !msg[key];\n", + " fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n", + " if (msg['mode'] === 'PAN') {\n", + " fig.buttons['Pan'].classList.add('active');\n", + " fig.buttons['Zoom'].classList.remove('active');\n", + " } else if (msg['mode'] === 'ZOOM') {\n", + " fig.buttons['Pan'].classList.remove('active');\n", + " fig.buttons['Zoom'].classList.add('active');\n", + " } else {\n", + " fig.buttons['Pan'].classList.remove('active');\n", + " fig.buttons['Zoom'].classList.remove('active');\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.updated_canvas_event = function () {\n", + " // Called whenever the canvas gets updated.\n", + " this.send_message('ack', {});\n", + "};\n", + "\n", + "// A function to construct a web socket function for onmessage handling.\n", + "// Called in the figure constructor.\n", + "mpl.figure.prototype._make_on_message_function = function (fig) {\n", + " return function socket_on_message(evt) {\n", + " if (evt.data instanceof Blob) {\n", + " var img = evt.data;\n", + " if (img.type !== 'image/png') {\n", + " /* FIXME: We get \"Resource interpreted as Image but\n", + " * transferred with MIME type text/plain:\" errors on\n", + " * Chrome. But how to set the MIME type? It doesn't seem\n", + " * to be part of the websocket stream */\n", + " img.type = 'image/png';\n", + " }\n", + "\n", + " /* Free the memory for the previous frames */\n", + " if (fig.imageObj.src) {\n", + " (window.URL || window.webkitURL).revokeObjectURL(\n", + " fig.imageObj.src\n", + " );\n", + " }\n", + "\n", + " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n", + " img\n", + " );\n", + " fig.updated_canvas_event();\n", + " fig.waiting = false;\n", + " return;\n", + " } else if (\n", + " typeof evt.data === 'string' &&\n", + " evt.data.slice(0, 21) === 'data:image/png;base64'\n", + " ) {\n", + " fig.imageObj.src = evt.data;\n", + " fig.updated_canvas_event();\n", + " fig.waiting = false;\n", + " return;\n", + " }\n", + "\n", + " var msg = JSON.parse(evt.data);\n", + " var msg_type = msg['type'];\n", + "\n", + " // Call the \"handle_{type}\" callback, which takes\n", + " // the figure and JSON message as its only arguments.\n", + " try {\n", + " var callback = fig['handle_' + msg_type];\n", + " } catch (e) {\n", + " console.log(\n", + " \"No handler for the '\" + msg_type + \"' message type: \",\n", + " msg\n", + " );\n", + " return;\n", + " }\n", + "\n", + " if (callback) {\n", + " try {\n", + " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n", + " callback(fig, msg);\n", + " } catch (e) {\n", + " console.log(\n", + " \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n", + " e,\n", + " e.stack,\n", + " msg\n", + " );\n", + " }\n", + " }\n", + " };\n", + "};\n", + "\n", + "// from https://stackoverflow.com/questions/1114465/getting-mouse-location-in-canvas\n", + "mpl.findpos = function (e) {\n", + " //this section is from http://www.quirksmode.org/js/events_properties.html\n", + " var targ;\n", + " if (!e) {\n", + " e = window.event;\n", + " }\n", + " if (e.target) {\n", + " targ = e.target;\n", + " } else if (e.srcElement) {\n", + " targ = e.srcElement;\n", + " }\n", + " if (targ.nodeType === 3) {\n", + " // defeat Safari bug\n", + " targ = targ.parentNode;\n", + " }\n", + "\n", + " // pageX,Y are the mouse positions relative to the document\n", + " var boundingRect = targ.getBoundingClientRect();\n", + " var x = e.pageX - (boundingRect.left + document.body.scrollLeft);\n", + " var y = e.pageY - (boundingRect.top + document.body.scrollTop);\n", + "\n", + " return { x: x, y: y };\n", + "};\n", + "\n", + "/*\n", + " * return a copy of an object with only non-object keys\n", + " * we need this to avoid circular references\n", + " * https://stackoverflow.com/a/24161582/3208463\n", + " */\n", + "function simpleKeys(original) {\n", + " return Object.keys(original).reduce(function (obj, key) {\n", + " if (typeof original[key] !== 'object') {\n", + " obj[key] = original[key];\n", + " }\n", + " return obj;\n", + " }, {});\n", + "}\n", + "\n", + "mpl.figure.prototype.mouse_event = function (event, name) {\n", + " var canvas_pos = mpl.findpos(event);\n", + "\n", + " if (name === 'button_press') {\n", + " this.canvas.focus();\n", + " this.canvas_div.focus();\n", + " }\n", + "\n", + " var x = canvas_pos.x * this.ratio;\n", + " var y = canvas_pos.y * this.ratio;\n", + "\n", + " this.send_message(name, {\n", + " x: x,\n", + " y: y,\n", + " button: event.button,\n", + " step: event.step,\n", + " guiEvent: simpleKeys(event),\n", + " });\n", + "\n", + " /* This prevents the web browser from automatically changing to\n", + " * the text insertion cursor when the button is pressed. We want\n", + " * to control all of the cursor setting manually through the\n", + " * 'cursor' event from matplotlib */\n", + " event.preventDefault();\n", + " return false;\n", + "};\n", + "\n", + "mpl.figure.prototype._key_event_extra = function (_event, _name) {\n", + " // Handle any extra behaviour associated with a key event\n", + "};\n", + "\n", + "mpl.figure.prototype.key_event = function (event, name) {\n", + " // Prevent repeat events\n", + " if (name === 'key_press') {\n", + " if (event.key === this._key) {\n", + " return;\n", + " } else {\n", + " this._key = event.key;\n", + " }\n", + " }\n", + " if (name === 'key_release') {\n", + " this._key = null;\n", + " }\n", + "\n", + " var value = '';\n", + " if (event.ctrlKey && event.key !== 'Control') {\n", + " value += 'ctrl+';\n", + " }\n", + " else if (event.altKey && event.key !== 'Alt') {\n", + " value += 'alt+';\n", + " }\n", + " else if (event.shiftKey && event.key !== 'Shift') {\n", + " value += 'shift+';\n", + " }\n", + "\n", + " value += 'k' + event.key;\n", + "\n", + " this._key_event_extra(event, name);\n", + "\n", + " this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n", + " return false;\n", + "};\n", + "\n", + "mpl.figure.prototype.toolbar_button_onclick = function (name) {\n", + " if (name === 'download') {\n", + " this.handle_save(this, null);\n", + " } else {\n", + " this.send_message('toolbar_button', { name: name });\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n", + " this.message.textContent = tooltip;\n", + "};\n", + "\n", + "///////////////// REMAINING CONTENT GENERATED BY embed_js.py /////////////////\n", + "// prettier-ignore\n", + "var _JSXTOOLS_RESIZE_OBSERVER=function(A){var t,i=new WeakMap,n=new WeakMap,a=new WeakMap,r=new WeakMap,o=new Set;function s(e){if(!(this instanceof s))throw new TypeError(\"Constructor requires 'new' operator\");i.set(this,e)}function h(){throw new TypeError(\"Function is not a constructor\")}function c(e,t,i,n){e=0 in arguments?Number(arguments[0]):0,t=1 in arguments?Number(arguments[1]):0,i=2 in arguments?Number(arguments[2]):0,n=3 in arguments?Number(arguments[3]):0,this.right=(this.x=this.left=e)+(this.width=i),this.bottom=(this.y=this.top=t)+(this.height=n),Object.freeze(this)}function d(){t=requestAnimationFrame(d);var s=new WeakMap,p=new Set;o.forEach((function(t){r.get(t).forEach((function(i){var r=t instanceof window.SVGElement,o=a.get(t),d=r?0:parseFloat(o.paddingTop),f=r?0:parseFloat(o.paddingRight),l=r?0:parseFloat(o.paddingBottom),u=r?0:parseFloat(o.paddingLeft),g=r?0:parseFloat(o.borderTopWidth),m=r?0:parseFloat(o.borderRightWidth),w=r?0:parseFloat(o.borderBottomWidth),b=u+f,F=d+l,v=(r?0:parseFloat(o.borderLeftWidth))+m,W=g+w,y=r?0:t.offsetHeight-W-t.clientHeight,E=r?0:t.offsetWidth-v-t.clientWidth,R=b+v,z=F+W,M=r?t.width:parseFloat(o.width)-R-E,O=r?t.height:parseFloat(o.height)-z-y;if(n.has(t)){var k=n.get(t);if(k[0]===M&&k[1]===O)return}n.set(t,[M,O]);var S=Object.create(h.prototype);S.target=t,S.contentRect=new c(u,d,M,O),s.has(i)||(s.set(i,[]),p.add(i)),s.get(i).push(S)}))})),p.forEach((function(e){i.get(e).call(e,s.get(e),e)}))}return s.prototype.observe=function(i){if(i instanceof window.Element){r.has(i)||(r.set(i,new Set),o.add(i),a.set(i,window.getComputedStyle(i)));var n=r.get(i);n.has(this)||n.add(this),cancelAnimationFrame(t),t=requestAnimationFrame(d)}},s.prototype.unobserve=function(i){if(i instanceof window.Element&&r.has(i)){var n=r.get(i);n.has(this)&&(n.delete(this),n.size||(r.delete(i),o.delete(i))),n.size||r.delete(i),o.size||cancelAnimationFrame(t)}},A.DOMRectReadOnly=c,A.ResizeObserver=s,A.ResizeObserverEntry=h,A}; // eslint-disable-line\n", + "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home icon-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left icon-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right icon-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows icon-move\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis\", \"fa fa-square-o icon-check-empty\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o icon-save\", \"download\"]];\n", + "\n", + "mpl.extensions = [\"eps\", \"jpeg\", \"pgf\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\"];\n", + "\n", + "mpl.default_extension = \"png\";/* global mpl */\n", + "\n", + "var comm_websocket_adapter = function (comm) {\n", + " // Create a \"websocket\"-like object which calls the given IPython comm\n", + " // object with the appropriate methods. Currently this is a non binary\n", + " // socket, so there is still some room for performance tuning.\n", + " var ws = {};\n", + "\n", + " ws.binaryType = comm.kernel.ws.binaryType;\n", + " ws.readyState = comm.kernel.ws.readyState;\n", + " function updateReadyState(_event) {\n", + " if (comm.kernel.ws) {\n", + " ws.readyState = comm.kernel.ws.readyState;\n", + " } else {\n", + " ws.readyState = 3; // Closed state.\n", + " }\n", + " }\n", + " comm.kernel.ws.addEventListener('open', updateReadyState);\n", + " comm.kernel.ws.addEventListener('close', updateReadyState);\n", + " comm.kernel.ws.addEventListener('error', updateReadyState);\n", + "\n", + " ws.close = function () {\n", + " comm.close();\n", + " };\n", + " ws.send = function (m) {\n", + " //console.log('sending', m);\n", + " comm.send(m);\n", + " };\n", + " // Register the callback with on_msg.\n", + " comm.on_msg(function (msg) {\n", + " //console.log('receiving', msg['content']['data'], msg);\n", + " var data = msg['content']['data'];\n", + " if (data['blob'] !== undefined) {\n", + " data = {\n", + " data: new Blob(msg['buffers'], { type: data['blob'] }),\n", + " };\n", + " }\n", + " // Pass the mpl event to the overridden (by mpl) onmessage function.\n", + " ws.onmessage(data);\n", + " });\n", + " return ws;\n", + "};\n", + "\n", + "mpl.mpl_figure_comm = function (comm, msg) {\n", + " // This is the function which gets called when the mpl process\n", + " // starts-up an IPython Comm through the \"matplotlib\" channel.\n", + "\n", + " var id = msg.content.data.id;\n", + " // Get hold of the div created by the display call when the Comm\n", + " // socket was opened in Python.\n", + " var element = document.getElementById(id);\n", + " var ws_proxy = comm_websocket_adapter(comm);\n", + "\n", + " function ondownload(figure, _format) {\n", + " window.open(figure.canvas.toDataURL());\n", + " }\n", + "\n", + " var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n", + "\n", + " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n", + " // web socket which is closed, not our websocket->open comm proxy.\n", + " ws_proxy.onopen();\n", + "\n", + " fig.parent_element = element;\n", + " fig.cell_info = mpl.find_output_cell(\"
\");\n", + " if (!fig.cell_info) {\n", + " console.error('Failed to find cell for figure', id, fig);\n", + " return;\n", + " }\n", + " fig.cell_info[0].output_area.element.on(\n", + " 'cleared',\n", + " { fig: fig },\n", + " fig._remove_fig_handler\n", + " );\n", + "};\n", + "\n", + "mpl.figure.prototype.handle_close = function (fig, msg) {\n", + " var width = fig.canvas.width / fig.ratio;\n", + " fig.cell_info[0].output_area.element.off(\n", + " 'cleared',\n", + " fig._remove_fig_handler\n", + " );\n", + " fig.resizeObserverInstance.unobserve(fig.canvas_div);\n", + "\n", + " // Update the output cell to use the data from the current canvas.\n", + " fig.push_to_output();\n", + " var dataURL = fig.canvas.toDataURL();\n", + " // Re-enable the keyboard manager in IPython - without this line, in FF,\n", + " // the notebook keyboard shortcuts fail.\n", + " IPython.keyboard_manager.enable();\n", + " fig.parent_element.innerHTML =\n", + " '';\n", + " fig.close_ws(fig, msg);\n", + "};\n", + "\n", + "mpl.figure.prototype.close_ws = function (fig, msg) {\n", + " fig.send_message('closing', msg);\n", + " // fig.ws.close()\n", + "};\n", + "\n", + "mpl.figure.prototype.push_to_output = function (_remove_interactive) {\n", + " // Turn the data on the canvas into data in the output cell.\n", + " var width = this.canvas.width / this.ratio;\n", + " var dataURL = this.canvas.toDataURL();\n", + " this.cell_info[1]['text/html'] =\n", + " '';\n", + "};\n", + "\n", + "mpl.figure.prototype.updated_canvas_event = function () {\n", + " // Tell IPython that the notebook contents must change.\n", + " IPython.notebook.set_dirty(true);\n", + " this.send_message('ack', {});\n", + " var fig = this;\n", + " // Wait a second, then push the new image to the DOM so\n", + " // that it is saved nicely (might be nice to debounce this).\n", + " setTimeout(function () {\n", + " fig.push_to_output();\n", + " }, 1000);\n", + "};\n", + "\n", + "mpl.figure.prototype._init_toolbar = function () {\n", + " var fig = this;\n", + "\n", + " var toolbar = document.createElement('div');\n", + " toolbar.classList = 'btn-toolbar';\n", + " this.root.appendChild(toolbar);\n", + "\n", + " function on_click_closure(name) {\n", + " return function (_event) {\n", + " return fig.toolbar_button_onclick(name);\n", + " };\n", + " }\n", + "\n", + " function on_mouseover_closure(tooltip) {\n", + " return function (event) {\n", + " if (!event.currentTarget.disabled) {\n", + " return fig.toolbar_button_onmouseover(tooltip);\n", + " }\n", + " };\n", + " }\n", + "\n", + " fig.buttons = {};\n", + " var buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'btn-group';\n", + " var button;\n", + " for (var toolbar_ind in mpl.toolbar_items) {\n", + " var name = mpl.toolbar_items[toolbar_ind][0];\n", + " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n", + " var image = mpl.toolbar_items[toolbar_ind][2];\n", + " var method_name = mpl.toolbar_items[toolbar_ind][3];\n", + "\n", + " if (!name) {\n", + " /* Instead of a spacer, we start a new button group. */\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + " buttonGroup = document.createElement('div');\n", + " buttonGroup.classList = 'btn-group';\n", + " continue;\n", + " }\n", + "\n", + " button = fig.buttons[name] = document.createElement('button');\n", + " button.classList = 'btn btn-default';\n", + " button.href = '#';\n", + " button.title = name;\n", + " button.innerHTML = '';\n", + " button.addEventListener('click', on_click_closure(method_name));\n", + " button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n", + " buttonGroup.appendChild(button);\n", + " }\n", + "\n", + " if (buttonGroup.hasChildNodes()) {\n", + " toolbar.appendChild(buttonGroup);\n", + " }\n", + "\n", + " // Add the status bar.\n", + " var status_bar = document.createElement('span');\n", + " status_bar.classList = 'mpl-message pull-right';\n", + " toolbar.appendChild(status_bar);\n", + " this.message = status_bar;\n", + "\n", + " // Add the close button to the window.\n", + " var buttongrp = document.createElement('div');\n", + " buttongrp.classList = 'btn-group inline pull-right';\n", + " button = document.createElement('button');\n", + " button.classList = 'btn btn-mini btn-primary';\n", + " button.href = '#';\n", + " button.title = 'Stop Interaction';\n", + " button.innerHTML = '';\n", + " button.addEventListener('click', function (_evt) {\n", + " fig.handle_close(fig, {});\n", + " });\n", + " button.addEventListener(\n", + " 'mouseover',\n", + " on_mouseover_closure('Stop Interaction')\n", + " );\n", + " buttongrp.appendChild(button);\n", + " var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n", + " titlebar.insertBefore(buttongrp, titlebar.firstChild);\n", + "};\n", + "\n", + "mpl.figure.prototype._remove_fig_handler = function (event) {\n", + " var fig = event.data.fig;\n", + " if (event.target !== this) {\n", + " // Ignore bubbled events from children.\n", + " return;\n", + " }\n", + " fig.close_ws(fig, {});\n", + "};\n", + "\n", + "mpl.figure.prototype._root_extra_style = function (el) {\n", + " el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n", + "};\n", + "\n", + "mpl.figure.prototype._canvas_extra_style = function (el) {\n", + " // this is important to make the div 'focusable\n", + " el.setAttribute('tabindex', 0);\n", + " // reach out to IPython and tell the keyboard manager to turn it's self\n", + " // off when our div gets focus\n", + "\n", + " // location in version 3\n", + " if (IPython.notebook.keyboard_manager) {\n", + " IPython.notebook.keyboard_manager.register_events(el);\n", + " } else {\n", + " // location in version 2\n", + " IPython.keyboard_manager.register_events(el);\n", + " }\n", + "};\n", + "\n", + "mpl.figure.prototype._key_event_extra = function (event, _name) {\n", + " // Check for shift+enter\n", + " if (event.shiftKey && event.which === 13) {\n", + " 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cell.output_area.outputs.length; j++) {\n", + " var data = cell.output_area.outputs[j];\n", + " if (data.data) {\n", + " // IPython >= 3 moved mimebundle to data attribute of output\n", + " data = data.data;\n", + " }\n", + " if (data['text/html'] === html_output) {\n", + " return [cell, data, j];\n", + " }\n", + " }\n", + " }\n", + " }\n", + "};\n", + "\n", + "// Register the function which deals with the matplotlib target/channel.\n", + "// The kernel may be null if the page has been refreshed.\n", + "if (IPython.notebook.kernel !== null) {\n", + " IPython.notebook.kernel.comm_manager.register_target(\n", + " 'matplotlib',\n", + " mpl.mpl_figure_comm\n", + " );\n", + "}\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%matplotlib notebook\n", + "plt.scatter(data.fires,data.thefts)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1882dccf", + "metadata": {}, + "outputs": [], + "source": [ + "def loss_function(m, b, points):\n", + " total_loss = 0\n", + " for i in range(len(points)):\n", + " x = points." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/cw_4/.ipynb_checkpoints/main-checkpoint.ipynb b/cw_4/.ipynb_checkpoints/main-checkpoint.ipynb new file mode 100644 index 0000000..9cd32a2 --- /dev/null +++ b/cw_4/.ipynb_checkpoints/main-checkpoint.ipynb @@ -0,0 +1,582 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 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SurvivedPassengerIdPclassNameSexAgeSibSpParchTicketFareCabinEmbarked
005302Hocking\\t Mr. Richard Georgemale23.0212910411.5000NaNS
104663Goncalves\\t Mr. Manuel Estanslasmale38.000SOTON/O.Q. 31013067.0500NaNS
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308552Carter\\t Mrs. Ernest Courtenay (Lilian Hughes)female44.01024425226.0000NaNS
403331Graham\\t Mr. George Edwardmale38.001PC 17582153.4625C91S
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" + ], + "text/plain": [ + " Survived PassengerId Pclass \\\n", + "0 0 530 2 \n", + "1 0 466 3 \n", + "2 0 753 3 \n", + "3 0 855 2 \n", + "4 0 333 1 \n", + "\n", + " Name Sex Age SibSp Parch \\\n", + "0 Hocking\\t Mr. Richard George male 23.0 2 1 \n", + "1 Goncalves\\t Mr. Manuel Estanslas male 38.0 0 0 \n", + "2 Vande Velde\\t Mr. Johannes Joseph male 33.0 0 0 \n", + "3 Carter\\t Mrs. Ernest Courtenay (Lilian Hughes) female 44.0 1 0 \n", + "4 Graham\\t Mr. George Edward male 38.0 0 1 \n", + "\n", + " Ticket Fare Cabin Embarked \n", + "0 29104 11.5000 NaN S \n", + "1 SOTON/O.Q. 3101306 7.0500 NaN S \n", + "2 345780 9.5000 NaN S \n", + "3 244252 26.0000 NaN S \n", + "4 PC 17582 153.4625 C91 S " + ] + }, + "execution_count": 254, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "from sklearn.impute import SimpleImputer\n", + "from sklearn.feature_extraction.text import TfidfVectorizer\n", + "\n", + "data = pd.read_csv('titanic.tsv',sep='\\t')\n", + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 255, + "id": "8b3702f6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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SurvivedPassengerIdPclassSexAgeSibSpParchTicketFareCabinEmbarkedName_to_num
005302123.0212910411.5000NaNS1
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SurvivedPassengerIdPclassNameSexAgeSibSpParchTicketFareCabinEmbarked
005302Hocking\\t Mr. Richard Georgemale23.0212910411.5000NaNS
104663Goncalves\\t Mr. Manuel Estanslasmale38.000SOTON/O.Q. 31013067.0500NaNS
207533Vande Velde\\t Mr. Johannes Josephmale33.0003457809.5000NaNS
308552Carter\\t Mrs. Ernest Courtenay (Lilian Hughes)female44.01024425226.0000NaNS
403331Graham\\t Mr. George Edwardmale38.001PC 17582153.4625C91S
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" + ], + "text/plain": [ + " Survived PassengerId Pclass \\\n", + "0 0 530 2 \n", + "1 0 466 3 \n", + "2 0 753 3 \n", + "3 0 855 2 \n", + "4 0 333 1 \n", + "\n", + " Name Sex Age SibSp Parch \\\n", + "0 Hocking\\t Mr. Richard George male 23.0 2 1 \n", + "1 Goncalves\\t Mr. Manuel Estanslas male 38.0 0 0 \n", + "2 Vande Velde\\t Mr. Johannes Joseph male 33.0 0 0 \n", + "3 Carter\\t Mrs. Ernest Courtenay (Lilian Hughes) female 44.0 1 0 \n", + "4 Graham\\t Mr. George Edward male 38.0 0 1 \n", + "\n", + " Ticket Fare Cabin Embarked \n", + "0 29104 11.5000 NaN S \n", + "1 SOTON/O.Q. 3101306 7.0500 NaN S \n", + "2 345780 9.5000 NaN S \n", + "3 244252 26.0000 NaN S \n", + "4 PC 17582 153.4625 C91 S " + ] + }, + "execution_count": 254, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "from sklearn.impute import SimpleImputer\n", + "from sklearn.feature_extraction.text import TfidfVectorizer\n", + "\n", + "data = pd.read_csv('titanic.tsv',sep='\\t')\n", + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 255, + "id": "8b3702f6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " Survived PassengerId Pclass Sex Age SibSp Parch Ticket \\\n", + "0 0 530 2 1 23.0 2 1 29104 \n", + "1 0 466 3 1 38.0 0 0 SOTON/O.Q. 3101306 \n", + "2 0 753 3 1 33.0 0 0 345780 \n", + "3 0 855 2 0 44.0 1 0 244252 \n", + "4 0 333 1 1 38.0 0 1 PC 17582 \n", + "\n", + " Fare Cabin Embarked Name_to_num \n", + "0 11.5000 NaN S 1 \n", + "1 7.0500 NaN S 1 \n", + "2 9.5000 NaN S 1 \n", + "3 26.0000 NaN S 0 \n", + "4 153.4625 C91 S 1 " + ] + }, + "execution_count": 255, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data['Sex'] = data['Sex'].apply(lambda x: 1 if x=='male' else 0)\n", + "data['Name_to_num'] = data['Name'].apply(\n", + " lambda x: 1 if 'Mr.' in x else 0\n", + ")\n", + "del data['Name']\n", + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 256, + "id": "9253cb6e", + "metadata": {}, + "outputs": [], + "source": [ + "data['Cabin'] = data['Cabin'].replace(np.nan,'Undefined')\n", + "\n", + "\n", + "vectorizer = TfidfVectorizer()\n", + "vectorizer.fit(data['Cabin'])\n", + "vector = vectorizer.transform(data['Cabin']).toarray()\n", + "vector_sum = []\n", + "for v in vector:\n", + " vector_sum.append(v.sum())\n", + "data['Cabin']=vector_sum" + ] + }, + { + "cell_type": "code", + "execution_count": 257, + "id": "0d915dab", + "metadata": {}, + "outputs": [], + "source": [ + "data['Embarked'] = data['Embarked'].replace(np.nan,'Undefined')\n", + "\n", + "data = pd.get_dummies(data,columns=['Embarked'])" + ] + }, + { + "cell_type": "code", + "execution_count": 258, + "id": "2f641e28", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "28.00 139\n", + "22.00 20\n", + "21.00 19\n", + "24.00 19\n", + "19.00 17\n", + " ... \n", + "61.00 1\n", + "70.50 1\n", + "0.75 1\n", + "10.00 1\n", + "46.00 1\n", + "Name: Age, Length: 82, dtype: int64" + ] + }, + "execution_count": 258, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "imputer = SimpleImputer(missing_values=np.nan, strategy='median')\n", + "data[['Age']] = imputer.fit_transform(data[['Age']])\n", + "data['Age'].value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 259, + "id": "536d5bd7", + "metadata": {}, + "outputs": [], + "source": [ + "data['Ticket'] = data['Ticket'].replace(np.nan,'Undefined')\n", + "\n", + "vectorizer = TfidfVectorizer()\n", + "vectorizer.fit(data['Ticket'])\n", + "vector = vectorizer.transform(data['Ticket']).toarray()\n", + "vector_sum = []\n", + "for v in vector:\n", + " vector_sum.append(v.sum())\n", + "data['Ticket']=vector_sum" + ] + }, + { + "cell_type": "code", + "execution_count": 260, + "id": "74e47288", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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SurvivedPassengerIdPclassSexAgeSibSpParchTicketFareCabinName_to_numEmbarked_CEmbarked_QEmbarked_SEmbarked_Undefined
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" + ], + "text/plain": [ + " Survived PassengerId Pclass Sex Age SibSp Parch Ticket Fare \\\n", + "0 0 530 2 1 23.0 2 1 1.000000 11.5000 \n", + "1 0 466 3 1 38.0 0 0 1.391284 7.0500 \n", + "2 0 753 3 1 33.0 0 0 1.000000 9.5000 \n", + "3 0 855 2 0 44.0 1 0 1.000000 26.0000 \n", + "4 0 333 1 1 38.0 0 1 1.365721 153.4625 \n", + "\n", + " Cabin Name_to_num Embarked_C Embarked_Q Embarked_S Embarked_Undefined \n", + "0 1.0 1 0 0 1 0 \n", + "1 1.0 1 0 0 1 0 \n", + "2 1.0 1 0 0 1 0 \n", + "3 1.0 0 0 0 1 0 \n", + "4 1.0 1 0 0 1 0 " + ] + }, + "execution_count": 260, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/cw_4/titanic.tsv b/cw_4/titanic.tsv new file mode 100644 index 0000000..3c4d2be --- /dev/null +++ b/cw_4/titanic.tsv @@ -0,0 +1,624 @@ +"Survived" "PassengerId" "Pclass" "Name" "Sex" "Age" "SibSp" "Parch" "Ticket" "Fare" "Cabin" "Embarked" +0 530 2 "Hocking Mr. Richard George" "male" 23 2 1 "29104" 11.5 "" "S" +0 466 3 "Goncalves Mr. Manuel Estanslas" "male" 38 0 0 "SOTON/O.Q. 3101306" 7.05 "" "S" +0 753 3 "Vande Velde Mr. Johannes Joseph" "male" 33 0 0 "345780" 9.5 "" "S" +0 855 2 "Carter Mrs. Ernest Courtenay (Lilian Hughes)" "female" 44 1 0 "244252" 26 "" "S" +0 333 1 "Graham Mr. George Edward" "male" 38 0 1 "PC 17582" 153.4625 "C91" "S" +0 39 3 "Vander Planke Miss. Augusta Maria" "female" 18 2 0 "345764" 18 "" "S" +0 236 3 "Harknett Miss. Alice Phoebe" "female" NA 0 0 "W./C. 6609" 7.55 "" "S" +0 303 3 "Johnson Mr. William Cahoone Jr" "male" 19 0 0 "LINE" 0 "" "S" +1 18 2 "Williams Mr. Charles Eugene" "male" NA 0 0 "244373" 13 "" "S" +1 505 1 "Maioni Miss. Roberta" "female" 16 0 0 "110152" 86.5 "B79" "S" +1 670 1 "Taylor Mrs. Elmer Zebley (Juliet Cummins Wright)" "female" NA 1 0 "19996" 52 "C126" "S" +1 316 3 "Nilsson Miss. Helmina Josefina" "female" 26 0 0 "347470" 7.8542 "" "S" +1 690 1 "Madill Miss. Georgette Alexandra" "female" 15 0 1 "24160" 211.3375 "B5" "S" +1 718 2 "Troutt Miss. Edwina Celia ""Winnie""" "female" 27 0 0 "34218" 10.5 "E101" "S" +1 580 3 "Jussila Mr. Eiriik" "male" 32 0 0 "STON/O 2. 3101286" 7.925 "" "S" +0 697 3 "Kelly Mr. James" "male" 44 0 0 "363592" 8.05 "" "S" +1 193 3 "Andersen-Jensen Miss. Carla Christine Nielsine" "female" 19 1 0 "350046" 7.8542 "" "S" +0 634 1 "Parr Mr. William Henry Marsh" "male" NA 0 0 "112052" 0 "" "S" +1 858 1 "Daly Mr. Peter Denis " "male" 51 0 0 "113055" 26.55 "E17" "S" +1 329 3 "Goldsmith Mrs. Frank John (Emily Alice Brown)" "female" 31 1 1 "363291" 20.525 "" "S" +0 784 3 "Johnston Mr. Andrew G" "male" NA 1 2 "W./C. 6607" 23.45 "" "S" +0 407 3 "Widegren Mr. Carl/Charles Peter" "male" 51 0 0 "347064" 7.75 "" "S" +0 747 3 "Abbott Mr. Rossmore Edward" "male" 16 1 1 "C.A. 2673" 20.25 "" "S" +0 492 3 "Windelov Mr. Einar" "male" 21 0 0 "SOTON/OQ 3101317" 7.25 "" "S" +1 534 3 "Peter Mrs. Catherine (Catherine Rizk)" "female" NA 0 2 "2668" 22.3583 "" "C" +0 862 2 "Giles Mr. Frederick Edward" "male" 21 1 0 "28134" 11.5 "" "S" +0 724 2 "Hodges Mr. Henry Price" "male" 50 0 0 "250643" 13 "" "S" +0 685 2 "Brown Mr. Thomas William Solomon" "male" 60 1 1 "29750" 39 "" "S" +0 344 2 "Sedgwick Mr. Charles Frederick Waddington" "male" 25 0 0 "244361" 13 "" "S" +1 751 2 "Wells Miss. Joan" "female" 4 1 1 "29103" 23 "" "S" +0 734 2 "Berriman Mr. William John" "male" 23 0 0 "28425" 13 "" "S" +0 496 3 "Yousseff Mr. Gerious" "male" NA 0 0 "2627" 14.4583 "" "C" +0 296 1 "Lewy Mr. Ervin G" "male" NA 0 0 "PC 17612" 27.7208 "" "C" +0 516 1 "Walker Mr. William Anderson" "male" 47 0 0 "36967" 34.0208 "D46" "S" +0 282 3 "Olsson Mr. Nils Johan Goransson" "male" 28 0 0 "347464" 7.8542 "" "S" +0 218 2 "Jacobsohn Mr. Sidney Samuel" "male" 42 1 0 "243847" 27 "" "S" +1 107 3 "Salkjelsvik Miss. Anna Kristine" "female" 21 0 0 "343120" 7.65 "" "S" +0 878 3 "Petroff Mr. Nedelio" "male" 19 0 0 "349212" 7.8958 "" "S" +1 291 1 "Barber Miss. Ellen ""Nellie""" "female" 26 0 0 "19877" 78.85 "" "S" +0 722 3 "Jensen Mr. Svend Lauritz" "male" 17 1 0 "350048" 7.0542 "" "S" +0 826 3 "Flynn Mr. John" "male" NA 0 0 "368323" 6.95 "" "Q" +0 434 3 "Kallio Mr. Nikolai Erland" "male" 17 0 0 "STON/O 2. 3101274" 7.125 "" "S" +0 404 3 "Hakkarainen Mr. Pekka Pietari" "male" 28 1 0 "STON/O2. 3101279" 15.85 "" "S" +1 210 1 "Blank Mr. Henry" "male" 40 0 0 "112277" 31 "A31" "C" +1 166 3 "Goldsmith Master. Frank John William ""Frankie""" "male" 9 0 2 "363291" 20.525 "" "S" +0 201 3 "Vande Walle Mr. Nestor Cyriel" "male" 28 0 0 "345770" 9.5 "" "S" +0 361 3 "Skoog Mr. Wilhelm" "male" 40 1 4 "347088" 27.9 "" "S" +1 53 1 "Harper Mrs. Henry Sleeper (Myna Haxtun)" "female" 49 1 0 "PC 17572" 76.7292 "D33" "C" +0 612 3 "Jardin Mr. Jose Neto" "male" NA 0 0 "SOTON/O.Q. 3101305" 7.05 "" "S" +0 60 3 "Goodwin Master. William Frederick" "male" 11 5 2 "CA 2144" 46.9 "" "S" +1 262 3 "Asplund Master. Edvin Rojj Felix" "male" 3 4 2 "347077" 31.3875 "" "S" +1 674 2 "Wilhelms Mr. Charles" "male" 31 0 0 "244270" 13 "" "S" +0 63 1 "Harris Mr. Henry Birkhardt" "male" 45 1 0 "36973" 83.475 "C83" "S" +0 215 3 "Kiernan Mr. Philip" "male" NA 1 0 "367229" 7.75 "" "Q" +0 618 3 "Lobb Mrs. William Arthur (Cordelia K Stanlick)" "female" 26 1 0 "A/5. 3336" 16.1 "" "S" +1 789 3 "Dean Master. Bertram Vere" "male" 1 1 2 "C.A. 2315" 20.575 "" "S" +1 312 1 "Ryerson Miss. Emily Borie" "female" 18 2 2 "PC 17608" 262.375 "B57 B59 B63 B66" "C" +0 113 3 "Barton Mr. David John" "male" 22 0 0 "324669" 8.05 "" "S" +0 314 3 "Hendekovic Mr. Ignjac" "male" 28 0 0 "349243" 7.8958 "" "S" +1 517 2 "Lemore Mrs. (Amelia Milley)" "female" 34 0 0 "C.A. 34260" 10.5 "F33" "S" +0 174 3 "Sivola Mr. Antti Wilhelm" "male" 21 0 0 "STON/O 2. 3101280" 7.925 "" "S" +1 803 1 "Carter Master. William Thornton II" "male" 11 1 2 "113760" 120 "B96 B98" "S" +0 479 3 "Karlsson Mr. Nils August" "male" 22 0 0 "350060" 7.5208 "" "S" +1 445 3 "Johannesen-Bratthammer Mr. Bernt" "male" NA 0 0 "65306" 8.1125 "" "S" +0 684 3 "Goodwin Mr. Charles Edward" "male" 14 5 2 "CA 2144" 46.9 "" "S" +1 597 2 "Leitch Miss. Jessie Wills" "female" NA 0 0 "248727" 33 "" "S" +0 229 2 "Fahlstrom Mr. Arne Jonas" "male" 18 0 0 "236171" 13 "" "S" +0 121 2 "Hickman Mr. Stanley George" "male" 21 2 0 "S.O.C. 14879" 73.5 "" "S" +0 526 3 "Farrell Mr. James" "male" 40.5 0 0 "367232" 7.75 "" "Q" +1 360 3 "Mockler Miss. Helen Mary ""Ellie""" "female" NA 0 0 "330980" 7.8792 "" "Q" +1 20 3 "Masselmani Mrs. Fatima" "female" NA 0 0 "2649" 7.225 "" "C" +0 28 1 "Fortune Mr. Charles Alexander" "male" 19 3 2 "19950" 263 "C23 C25 C27" "S" +0 761 3 "Garfirth Mr. John" "male" NA 0 0 "358585" 14.5 "" "S" +1 487 1 "Hoyt Mrs. Frederick Maxfield (Jane Anne Forby)" "female" 35 1 0 "19943" 90 "C93" "S" +0 385 3 "Plotcharsky Mr. Vasil" "male" NA 0 0 "349227" 7.8958 "" "S" +0 364 3 "Asim Mr. Adola" "male" 35 0 0 "SOTON/O.Q. 3101310" 7.05 "" "S" +1 124 2 "Webber Miss. Susan" "female" 32.5 0 0 "27267" 13 "E101" "S" +0 165 3 "Panula Master. Eino Viljami" "male" 1 4 1 "3101295" 39.6875 "" "S" +0 668 3 "Rommetvedt Mr. Knud Paust" "male" NA 0 0 "312993" 7.775 "" "S" +0 596 3 "Van Impe Mr. Jean Baptiste" "male" 36 1 1 "345773" 24.15 "" "S" +0 845 3 "Culumovic Mr. Jeso" "male" 17 0 0 "315090" 8.6625 "" "S" +1 510 3 "Lang Mr. Fang" "male" 26 0 0 "1601" 56.4958 "" "S" +0 135 2 "Sobey Mr. Samuel James Hayden" "male" 25 0 0 "C.A. 29178" 13 "" "S" +1 196 1 "Lurette Miss. Elise" "female" 58 0 0 "PC 17569" 146.5208 "B80" "C" +1 377 3 "Landergren Miss. Aurora Adelia" "female" 22 0 0 "C 7077" 7.25 "" "S" +1 745 3 "Stranden Mr. Juho" "male" 31 0 0 "STON/O 2. 3101288" 7.925 "" "S" +0 729 2 "Bryhl Mr. Kurt Arnold Gottfrid" "male" 25 1 0 "236853" 26 "" "S" +1 661 1 "Frauenthal Dr. Henry William" "male" 50 2 0 "PC 17611" 133.65 "" "S" +0 437 3 "Ford Miss. Doolina Margaret ""Daisy""" "female" 21 2 2 "W./C. 6608" 34.375 "" "S" +1 9 3 "Johnson Mrs. Oscar W (Elisabeth Vilhelmina Berg)" "female" 27 0 2 "347742" 11.1333 "" "S" +0 835 3 "Allum Mr. Owen George" "male" 18 0 0 "2223" 8.3 "" "S" +0 794 1 "Hoyt Mr. William Fisher" "male" NA 0 0 "PC 17600" 30.6958 "" "C" +0 891 3 "Dooley Mr. Patrick" "male" 32 0 0 "370376" 7.75 "" "Q" +0 851 3 "Andersson Master. Sigvard Harald Elias" "male" 4 4 2 "347082" 31.275 "" "S" +1 854 1 "Lines Miss. Mary Conover" "female" 16 0 1 "PC 17592" 39.4 "D28" "S" +0 552 2 "Sharp Mr. Percival James R" "male" 27 0 0 "244358" 26 "" "S" +1 671 2 "Brown Mrs. Thomas William Solomon (Elizabeth Catherine Ford)" "female" 40 1 1 "29750" 39 "" "S" +0 228 3 "Lovell Mr. John Hall (""Henry"")" "male" 20.5 0 0 "A/5 21173" 7.25 "" "S" +1 763 3 "Barah Mr. Hanna Assi" "male" 20 0 0 "2663" 7.2292 "" "C" +0 591 3 "Rintamaki Mr. Matti" "male" 35 0 0 "STON/O 2. 3101273" 7.125 "" "S" +0 155 3 "Olsen Mr. Ole Martin" "male" NA 0 0 "Fa 265302" 7.3125 "" "S" +0 104 3 "Johansson Mr. Gustaf Joel" "male" 33 0 0 "7540" 8.6542 "" "S" +0 443 3 "Petterson Mr. Johan Emil" "male" 25 1 0 "347076" 7.775 "" "S" +1 592 1 "Stephenson Mrs. Walter Bertram (Martha Eustis)" "female" 52 1 0 "36947" 78.2667 "D20" "C" +0 584 1 "Ross Mr. John Hugo" "male" 36 0 0 "13049" 40.125 "A10" "C" +0 277 3 "Lindblom Miss. Augusta Charlotta" "female" 45 0 0 "347073" 7.75 "" "S" +1 514 1 "Rothschild Mrs. Martin (Elizabeth L. Barrett)" "female" 54 1 0 "PC 17603" 59.4 "" "C" +1 83 3 "McDermott Miss. Brigdet Delia" "female" NA 0 0 "330932" 7.7875 "" "Q" +1 856 3 "Aks Mrs. Sam (Leah Rosen)" "female" 18 0 1 "392091" 9.35 "" "S" +1 390 2 "Lehmann Miss. Bertha" "female" 17 0 0 "SC 1748" 12 "" "C" +0 579 3 "Caram Mrs. Joseph (Maria Elias)" "female" NA 1 0 "2689" 14.4583 "" "C" +0 500 3 "Svensson Mr. Olof" "male" 24 0 0 "350035" 7.7958 "" "S" +0 412 3 "Hart Mr. Henry" "male" NA 0 0 "394140" 6.8583 "" "Q" +0 687 3 "Panula Mr. Jaako Arnold" "male" 14 4 1 "3101295" 39.6875 "" "S" +0 73 2 "Hood Mr. Ambrose Jr" "male" 21 0 0 "S.O.C. 14879" 73.5 "" "S" +0 887 2 "Montvila Rev. Juozas" "male" 27 0 0 "211536" 13 "" "S" +0 503 3 "O'Sullivan Miss. Bridget Mary" "female" NA 0 0 "330909" 7.6292 "" "Q" +0 41 3 "Ahlin Mrs. Johan (Johanna Persdotter Larsson)" "female" 40 1 0 "7546" 9.475 "" "S" +1 654 3 "O'Leary Miss. Hanora ""Norah""" "female" NA 0 0 "330919" 7.8292 "" "Q" +1 484 3 "Turkula Mrs. (Hedwig)" "female" 63 0 0 "4134" 9.5875 "" "S" +0 426 3 "Wiseman Mr. Phillippe" "male" NA 0 0 "A/4. 34244" 7.25 "" "S" +1 438 2 "Richards Mrs. Sidney (Emily Hocking)" "female" 24 2 3 "29106" 18.75 "" "S" +0 625 3 "Bowen Mr. David John ""Dai""" "male" 21 0 0 "54636" 16.1 "" "S" +0 114 3 "Jussila Miss. Katriina" "female" 20 1 0 "4136" 9.825 "" "S" +0 614 3 "Horgan Mr. John" "male" NA 0 0 "370377" 7.75 "" "Q" +1 731 1 "Allen Miss. Elisabeth Walton" "female" 29 0 0 "24160" 211.3375 "B5" "S" +0 675 2 "Watson Mr. Ennis Hastings" "male" NA 0 0 "239856" 0 "" "S" +0 712 1 "Klaber Mr. Herman" "male" NA 0 0 "113028" 26.55 "C124" "S" +0 657 3 "Radeff Mr. Alexander" "male" NA 0 0 "349223" 7.8958 "" "S" +0 848 3 "Markoff Mr. Marin" "male" 35 0 0 "349213" 7.8958 "" "C" +0 809 2 "Meyer Mr. August" "male" 39 0 0 "248723" 13 "" "S" +1 577 2 "Garside Miss. Ethel" "female" 34 0 0 "243880" 13 "" "S" +0 343 2 "Collander Mr. Erik Gustaf" "male" 28 0 0 "248740" 13 "" "S" +0 252 3 "Strom Mrs. Wilhelm (Elna Matilda Persson)" "female" 29 1 1 "347054" 10.4625 "G6" "S" +0 518 3 "Ryan Mr. Patrick" "male" NA 0 0 "371110" 24.15 "" "Q" +0 515 3 "Coleff Mr. Satio" "male" 24 0 0 "349209" 7.4958 "" "S" +0 327 3 "Nysveen Mr. Johan Hansen" "male" 61 0 0 "345364" 6.2375 "" "S" +0 144 3 "Burke Mr. Jeremiah" "male" 19 0 0 "365222" 6.75 "" "Q" +0 629 3 "Bostandyeff Mr. Guentcho" "male" 26 0 0 "349224" 7.8958 "" "S" +0 469 3 "Scanlan Mr. James" "male" NA 0 0 "36209" 7.725 "" "Q" +1 199 3 "Madigan Miss. Margaret ""Maggie""" "female" NA 0 0 "370370" 7.75 "" "Q" +1 459 2 "Toomey Miss. Ellen" "female" 50 0 0 "F.C.C. 13531" 10.5 "" "S" +1 485 1 "Bishop Mr. Dickinson H" "male" 25 1 0 "11967" 91.0792 "B49" "C" +1 349 3 "Coutts Master. 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Constance Gladys" "female" NA 8 2 "CA. 2343" 69.55 "" "S" +0 65 1 "Stewart Mr. Albert A" "male" NA 0 0 "PC 17605" 27.7208 "" "C" +0 779 3 "Kilgannon Mr. Thomas J" "male" NA 0 0 "36865" 7.7375 "" "Q" +1 342 1 "Fortune Miss. Alice Elizabeth" "female" 24 3 2 "19950" 263 "C23 C25 C27" "S" +0 553 3 "O'Brien Mr. Timothy" "male" NA 0 0 "330979" 7.8292 "" "Q" +0 207 3 "Backstrom Mr. Karl Alfred" "male" 32 1 0 "3101278" 15.85 "" "S" +1 319 1 "Wick Miss. Mary Natalie" "female" 31 0 2 "36928" 164.8667 "C7" "S" +0 358 2 "Funk Miss. Annie Clemmer" "female" 38 0 0 "237671" 13 "" "S" +0 178 1 "Isham Miss. Ann Elizabeth" "female" 50 0 0 "PC 17595" 28.7125 "C49" "C" +0 213 3 "Perkin Mr. John Henry" "male" 22 0 0 "A/5 21174" 7.25 "" "S" +0 462 3 "Morley Mr. William" "male" 34 0 0 "364506" 8.05 "" "S" +0 170 3 "Ling Mr. Lee" "male" 28 0 0 "1601" 56.4958 "" "S" +0 865 2 "Gill Mr. John William" "male" 24 0 0 "233866" 13 "" "S" +1 217 3 "Honkanen Miss. Eliina" "female" 27 0 0 "STON/O2. 3101283" 7.925 "" "S" +1 66 3 "Moubarek Master. Gerios" "male" NA 1 1 "2661" 15.2458 "" "C" +0 389 3 "Sadlier Mr. Matthew" "male" NA 0 0 "367655" 7.7292 "" "Q" +0 293 2 "Levy Mr. Rene Jacques" "male" 36 0 0 "SC/Paris 2163" 12.875 "D" "C" +0 214 2 "Givard Mr. Hans Kristensen" "male" 30 0 0 "250646" 13 "" "S" +1 326 1 "Young Miss. Marie Grice" "female" 36 0 0 "PC 17760" 135.6333 "C32" "C" +0 283 3 "de Pelsmaeker Mr. Alfons" "male" 16 0 0 "345778" 9.5 "" "S" +0 481 3 "Goodwin Master. Harold Victor" "male" 9 5 2 "CA 2144" 46.9 "" "S" +0 192 2 "Carbines Mr. William" "male" 19 0 0 "28424" 13 "" "S" +0 345 2 "Fox Mr. Stanley Hubert" "male" 36 0 0 "229236" 13 "" "S" +1 609 2 "Laroche Mrs. Joseph (Juliette Marie Louise Lafargue)" "female" 22 1 2 "SC/Paris 2123" 41.5792 "" "C" +0 660 1 "Newell Mr. Arthur Webster" "male" 58 0 2 "35273" 113.275 "D48" "C" +1 85 2 "Ilett Miss. Bertha" "female" 17 0 0 "SO/C 14885" 10.5 "" "S" +1 521 1 "Perreault Miss. Anne" "female" 30 0 0 "12749" 93.5 "B73" "S" +1 644 3 "Foo Mr. Choong" "male" NA 0 0 "1601" 56.4958 "" "S" +1 831 3 "Yasbeck Mrs. Antoni (Selini Alexander)" "female" 15 1 0 "2659" 14.4542 "" "C" diff --git a/cw_5/.ipynb_checkpoints/main-checkpoint.ipynb b/cw_5/.ipynb_checkpoints/main-checkpoint.ipynb new file mode 100644 index 0000000..abcc8c1 --- /dev/null +++ b/cw_5/.ipynb_checkpoints/main-checkpoint.ipynb @@ -0,0 +1,316 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 139, + "id": "02249c82", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "from sklearn.impute import SimpleImputer\n", + "from sklearn.feature_extraction.text import TfidfVectorizer\n", + "\n", + "from sklearn.linear_model import LogisticRegression\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.metrics import precision_recall_fscore_support" + ] + }, + { + "cell_type": "code", + "execution_count": 140, + "id": "4be6437d", + "metadata": {}, + "outputs": [], + "source": [ + "data = pd.read_csv('titanic.tsv',sep='\\t')\n", + "\n", + "# formatowanie danych\n", + "data['Sex'] = data['Sex'].apply(lambda x: 1 if x=='male' else 0)\n", + "data['Name_to_num'] = data['Name'].apply(\n", + " lambda x: 1 if 'Mr.' in x else 0\n", + ")\n", + "del data['Name']\n", + "\n", + "data['Cabin'] = data['Cabin'].replace(np.nan,'Undefined')\n", + "\n", + "\n", + "vectorizer = TfidfVectorizer()\n", + "vectorizer.fit(data['Cabin'])\n", + "vector = vectorizer.transform(data['Cabin']).toarray()\n", + "vector_sum = []\n", + "for v in vector:\n", + " vector_sum.append(v.sum())\n", + "data['Cabin']=vector_sum\n", + "\n", + "data['Embarked'] = data['Embarked'].replace(np.nan,'Undefined')\n", + "\n", + "data = pd.get_dummies(data,columns=['Embarked'])\n", + "\n", + "imputer = SimpleImputer(missing_values=np.nan, strategy='median')\n", + "data[['Age']] = imputer.fit_transform(data[['Age']])\n", + "\n", + "data['Ticket'] = data['Ticket'].replace(np.nan,'Undefined')\n", + "\n", + "vectorizer = TfidfVectorizer()\n", + "vectorizer.fit(data['Ticket'])\n", + "vector = vectorizer.transform(data['Ticket']).toarray()\n", + "vector_sum = []\n", + "for v in vector:\n", + " vector_sum.append(v.sum())\n", + "data['Ticket']=vector_sum" + ] + }, + { + "cell_type": "code", + "execution_count": 141, + "id": "618e8841", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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SurvivedPassengerIdPclassSexAgeSibSpParchTicketFareCabinName_to_numEmbarked_CEmbarked_QEmbarked_SEmbarked_Undefined
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" + ], + "text/plain": [ + " Survived PassengerId Pclass Sex Age SibSp Parch Ticket Fare \\\n", + "0 0 530 2 1 23.0 2 1 1.000000 11.5000 \n", + "1 0 466 3 1 38.0 0 0 1.391284 7.0500 \n", + "2 0 753 3 1 33.0 0 0 1.000000 9.5000 \n", + "3 0 855 2 0 44.0 1 0 1.000000 26.0000 \n", + "4 0 333 1 1 38.0 0 1 1.365721 153.4625 \n", + "\n", + " Cabin Name_to_num Embarked_C Embarked_Q Embarked_S Embarked_Undefined \n", + "0 1.0 1 0 0 1 0 \n", + "1 1.0 1 0 0 1 0 \n", + "2 1.0 1 0 0 1 0 \n", + "3 1.0 0 0 0 1 0 \n", + "4 1.0 1 0 0 1 0 " + ] + }, + "execution_count": 141, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 142, + "id": "7134ea55", + "metadata": {}, + "outputs": [], + "source": [ + "# Podział danych na zbiór uczący i zbiór testowy\n", + "data_train,data_test = train_test_split(data, test_size=0.2)\n", + "\n", + "# zdefiniowanie cech\n", + "FEATURES = ['Sex','Age','Embarked_C','Embarked_Q','Embarked_S']\n", + "x_train = pd.DataFrame(data_train[FEATURES])\n", + "y_train = pd.DataFrame(data_train['Survived'])\n", + "model = LogisticRegression()" + ] + }, + { + "cell_type": "code", + "execution_count": 143, + "id": "1ff85122", + "metadata": {}, + "outputs": [], + "source": [ + "# uczenie modelu\n", + "model.fit(x_train,y_train.values.ravel())\n", + "\n", + "# predykcja wynikow\n", + "x_test = pd.DataFrame(data_test[FEATURES])\n", + "y_expected = pd.DataFrame(data_test['Survived'])\n", + "y_predicted = model.predict(x_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 144, + "id": "0dff77b1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Precision: 0.832\n", + "Recall: 0.832\n", + "F-score: 0.832\n", + "Model score: 0.832\n" + ] + } + ], + "source": [ + "# ewaluacja wynikow\n", + "precision, recall, fscore, support = precision_recall_fscore_support(\n", + " y_expected, y_predicted, average='micro'\n", + ")\n", + "\n", + "print(f\"Precision: {precision}\")\n", + "print(f\"Recall: {recall}\")\n", + "print(f\"F-score: {fscore}\")\n", + "\n", + "score = model.score(x_test, y_expected)\n", + "\n", + "print(f\"Model score: {score}\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/cw_5/main.ipynb b/cw_5/main.ipynb new file mode 100644 index 0000000..abcc8c1 --- /dev/null +++ b/cw_5/main.ipynb @@ -0,0 +1,316 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 139, + "id": "02249c82", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "from sklearn.impute import SimpleImputer\n", + "from sklearn.feature_extraction.text import TfidfVectorizer\n", + "\n", + "from sklearn.linear_model import LogisticRegression\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.metrics import precision_recall_fscore_support" + ] + }, + { + "cell_type": "code", + "execution_count": 140, + "id": "4be6437d", + "metadata": {}, + "outputs": [], + "source": [ + "data = pd.read_csv('titanic.tsv',sep='\\t')\n", + "\n", + "# formatowanie danych\n", + "data['Sex'] = data['Sex'].apply(lambda x: 1 if x=='male' else 0)\n", + "data['Name_to_num'] = data['Name'].apply(\n", + " lambda x: 1 if 'Mr.' in x else 0\n", + ")\n", + "del data['Name']\n", + "\n", + "data['Cabin'] = data['Cabin'].replace(np.nan,'Undefined')\n", + "\n", + "\n", + "vectorizer = TfidfVectorizer()\n", + "vectorizer.fit(data['Cabin'])\n", + "vector = vectorizer.transform(data['Cabin']).toarray()\n", + "vector_sum = []\n", + "for v in vector:\n", + " vector_sum.append(v.sum())\n", + "data['Cabin']=vector_sum\n", + "\n", + "data['Embarked'] = data['Embarked'].replace(np.nan,'Undefined')\n", + "\n", + "data = pd.get_dummies(data,columns=['Embarked'])\n", + "\n", + "imputer = SimpleImputer(missing_values=np.nan, strategy='median')\n", + "data[['Age']] = imputer.fit_transform(data[['Age']])\n", + "\n", + "data['Ticket'] = data['Ticket'].replace(np.nan,'Undefined')\n", + "\n", + "vectorizer = TfidfVectorizer()\n", + "vectorizer.fit(data['Ticket'])\n", + "vector = vectorizer.transform(data['Ticket']).toarray()\n", + "vector_sum = []\n", + "for v in vector:\n", + " vector_sum.append(v.sum())\n", + "data['Ticket']=vector_sum" + ] + }, + { + "cell_type": "code", + "execution_count": 141, + "id": "618e8841", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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SurvivedPassengerIdPclassSexAgeSibSpParchTicketFareCabinName_to_numEmbarked_CEmbarked_QEmbarked_SEmbarked_Undefined
005302123.0211.00000011.50001.010010
104663138.0001.3912847.05001.010010
207533133.0001.0000009.50001.010010
308552044.0101.00000026.00001.000010
403331138.0011.365721153.46251.010010
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" + ], + "text/plain": [ + " Survived PassengerId Pclass Sex Age SibSp Parch Ticket Fare \\\n", + "0 0 530 2 1 23.0 2 1 1.000000 11.5000 \n", + "1 0 466 3 1 38.0 0 0 1.391284 7.0500 \n", + "2 0 753 3 1 33.0 0 0 1.000000 9.5000 \n", + "3 0 855 2 0 44.0 1 0 1.000000 26.0000 \n", + "4 0 333 1 1 38.0 0 1 1.365721 153.4625 \n", + "\n", + " Cabin Name_to_num Embarked_C Embarked_Q Embarked_S Embarked_Undefined \n", + "0 1.0 1 0 0 1 0 \n", + "1 1.0 1 0 0 1 0 \n", + "2 1.0 1 0 0 1 0 \n", + "3 1.0 0 0 0 1 0 \n", + "4 1.0 1 0 0 1 0 " + ] + }, + "execution_count": 141, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 142, + "id": "7134ea55", + "metadata": {}, + "outputs": [], + "source": [ + "# Podział danych na zbiór uczący i zbiór testowy\n", + "data_train,data_test = train_test_split(data, test_size=0.2)\n", + "\n", + "# zdefiniowanie cech\n", + "FEATURES = ['Sex','Age','Embarked_C','Embarked_Q','Embarked_S']\n", + "x_train = pd.DataFrame(data_train[FEATURES])\n", + "y_train = pd.DataFrame(data_train['Survived'])\n", + "model = LogisticRegression()" + ] + }, + { + "cell_type": "code", + "execution_count": 143, + "id": "1ff85122", + "metadata": {}, + "outputs": [], + "source": [ + "# uczenie modelu\n", + "model.fit(x_train,y_train.values.ravel())\n", + "\n", + "# predykcja wynikow\n", + "x_test = pd.DataFrame(data_test[FEATURES])\n", + "y_expected = pd.DataFrame(data_test['Survived'])\n", + "y_predicted = model.predict(x_test)" + ] + }, + { + "cell_type": "code", + "execution_count": 144, + "id": "0dff77b1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Precision: 0.832\n", + "Recall: 0.832\n", + "F-score: 0.832\n", + "Model score: 0.832\n" + ] + } + ], + "source": [ + "# ewaluacja wynikow\n", + "precision, recall, fscore, support = precision_recall_fscore_support(\n", + " y_expected, y_predicted, average='micro'\n", + ")\n", + "\n", + "print(f\"Precision: {precision}\")\n", + "print(f\"Recall: {recall}\")\n", + "print(f\"F-score: {fscore}\")\n", + "\n", + "score = model.score(x_test, y_expected)\n", + "\n", + "print(f\"Model score: {score}\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/cw_5/titanic.tsv b/cw_5/titanic.tsv new file mode 100644 index 0000000..3c4d2be --- /dev/null +++ b/cw_5/titanic.tsv @@ -0,0 +1,624 @@ +"Survived" "PassengerId" "Pclass" "Name" "Sex" "Age" "SibSp" "Parch" "Ticket" "Fare" "Cabin" "Embarked" +0 530 2 "Hocking Mr. Richard George" "male" 23 2 1 "29104" 11.5 "" "S" +0 466 3 "Goncalves Mr. Manuel Estanslas" "male" 38 0 0 "SOTON/O.Q. 3101306" 7.05 "" "S" +0 753 3 "Vande Velde Mr. Johannes Joseph" "male" 33 0 0 "345780" 9.5 "" "S" +0 855 2 "Carter Mrs. Ernest Courtenay (Lilian Hughes)" "female" 44 1 0 "244252" 26 "" "S" +0 333 1 "Graham Mr. George Edward" "male" 38 0 1 "PC 17582" 153.4625 "C91" "S" +0 39 3 "Vander Planke Miss. Augusta Maria" "female" 18 2 0 "345764" 18 "" "S" +0 236 3 "Harknett Miss. Alice Phoebe" "female" NA 0 0 "W./C. 6609" 7.55 "" "S" +0 303 3 "Johnson Mr. William Cahoone Jr" "male" 19 0 0 "LINE" 0 "" "S" +1 18 2 "Williams Mr. Charles Eugene" "male" NA 0 0 "244373" 13 "" "S" +1 505 1 "Maioni Miss. Roberta" "female" 16 0 0 "110152" 86.5 "B79" "S" +1 670 1 "Taylor Mrs. Elmer Zebley (Juliet Cummins Wright)" "female" NA 1 0 "19996" 52 "C126" "S" +1 316 3 "Nilsson Miss. Helmina Josefina" "female" 26 0 0 "347470" 7.8542 "" "S" +1 690 1 "Madill Miss. Georgette Alexandra" "female" 15 0 1 "24160" 211.3375 "B5" "S" +1 718 2 "Troutt Miss. Edwina Celia ""Winnie""" "female" 27 0 0 "34218" 10.5 "E101" "S" +1 580 3 "Jussila Mr. Eiriik" "male" 32 0 0 "STON/O 2. 3101286" 7.925 "" "S" +0 697 3 "Kelly Mr. James" "male" 44 0 0 "363592" 8.05 "" "S" +1 193 3 "Andersen-Jensen Miss. Carla Christine Nielsine" "female" 19 1 0 "350046" 7.8542 "" "S" +0 634 1 "Parr Mr. William Henry Marsh" "male" NA 0 0 "112052" 0 "" "S" +1 858 1 "Daly Mr. Peter Denis " "male" 51 0 0 "113055" 26.55 "E17" "S" +1 329 3 "Goldsmith Mrs. Frank John (Emily Alice Brown)" "female" 31 1 1 "363291" 20.525 "" "S" +0 784 3 "Johnston Mr. Andrew G" "male" NA 1 2 "W./C. 6607" 23.45 "" "S" +0 407 3 "Widegren Mr. Carl/Charles Peter" "male" 51 0 0 "347064" 7.75 "" "S" +0 747 3 "Abbott Mr. Rossmore Edward" "male" 16 1 1 "C.A. 2673" 20.25 "" "S" +0 492 3 "Windelov Mr. Einar" "male" 21 0 0 "SOTON/OQ 3101317" 7.25 "" "S" +1 534 3 "Peter Mrs. Catherine (Catherine Rizk)" "female" NA 0 2 "2668" 22.3583 "" "C" +0 862 2 "Giles Mr. Frederick Edward" "male" 21 1 0 "28134" 11.5 "" "S" +0 724 2 "Hodges Mr. Henry Price" "male" 50 0 0 "250643" 13 "" "S" +0 685 2 "Brown Mr. Thomas William Solomon" "male" 60 1 1 "29750" 39 "" "S" +0 344 2 "Sedgwick Mr. Charles Frederick Waddington" "male" 25 0 0 "244361" 13 "" "S" +1 751 2 "Wells Miss. Joan" "female" 4 1 1 "29103" 23 "" "S" +0 734 2 "Berriman Mr. William John" "male" 23 0 0 "28425" 13 "" "S" +0 496 3 "Yousseff Mr. Gerious" "male" NA 0 0 "2627" 14.4583 "" "C" +0 296 1 "Lewy Mr. Ervin G" "male" NA 0 0 "PC 17612" 27.7208 "" "C" +0 516 1 "Walker Mr. William Anderson" "male" 47 0 0 "36967" 34.0208 "D46" "S" +0 282 3 "Olsson Mr. Nils Johan Goransson" "male" 28 0 0 "347464" 7.8542 "" "S" +0 218 2 "Jacobsohn Mr. Sidney Samuel" "male" 42 1 0 "243847" 27 "" "S" +1 107 3 "Salkjelsvik Miss. Anna Kristine" "female" 21 0 0 "343120" 7.65 "" "S" +0 878 3 "Petroff Mr. Nedelio" "male" 19 0 0 "349212" 7.8958 "" "S" +1 291 1 "Barber Miss. Ellen ""Nellie""" "female" 26 0 0 "19877" 78.85 "" "S" +0 722 3 "Jensen Mr. Svend Lauritz" "male" 17 1 0 "350048" 7.0542 "" "S" +0 826 3 "Flynn Mr. John" "male" NA 0 0 "368323" 6.95 "" "Q" +0 434 3 "Kallio Mr. Nikolai Erland" "male" 17 0 0 "STON/O 2. 3101274" 7.125 "" "S" +0 404 3 "Hakkarainen Mr. Pekka Pietari" "male" 28 1 0 "STON/O2. 3101279" 15.85 "" "S" +1 210 1 "Blank Mr. Henry" "male" 40 0 0 "112277" 31 "A31" "C" +1 166 3 "Goldsmith Master. Frank John William ""Frankie""" "male" 9 0 2 "363291" 20.525 "" "S" +0 201 3 "Vande Walle Mr. Nestor Cyriel" "male" 28 0 0 "345770" 9.5 "" "S" +0 361 3 "Skoog Mr. Wilhelm" "male" 40 1 4 "347088" 27.9 "" "S" +1 53 1 "Harper Mrs. Henry Sleeper (Myna Haxtun)" "female" 49 1 0 "PC 17572" 76.7292 "D33" "C" +0 612 3 "Jardin Mr. Jose Neto" "male" NA 0 0 "SOTON/O.Q. 3101305" 7.05 "" "S" +0 60 3 "Goodwin Master. William Frederick" "male" 11 5 2 "CA 2144" 46.9 "" "S" +1 262 3 "Asplund Master. Edvin Rojj Felix" "male" 3 4 2 "347077" 31.3875 "" "S" +1 674 2 "Wilhelms Mr. Charles" "male" 31 0 0 "244270" 13 "" "S" +0 63 1 "Harris Mr. Henry Birkhardt" "male" 45 1 0 "36973" 83.475 "C83" "S" +0 215 3 "Kiernan Mr. Philip" "male" NA 1 0 "367229" 7.75 "" "Q" +0 618 3 "Lobb Mrs. William Arthur (Cordelia K Stanlick)" "female" 26 1 0 "A/5. 3336" 16.1 "" "S" +1 789 3 "Dean Master. Bertram Vere" "male" 1 1 2 "C.A. 2315" 20.575 "" "S" +1 312 1 "Ryerson Miss. Emily Borie" "female" 18 2 2 "PC 17608" 262.375 "B57 B59 B63 B66" "C" +0 113 3 "Barton Mr. David John" "male" 22 0 0 "324669" 8.05 "" "S" +0 314 3 "Hendekovic Mr. Ignjac" "male" 28 0 0 "349243" 7.8958 "" "S" +1 517 2 "Lemore Mrs. (Amelia Milley)" "female" 34 0 0 "C.A. 34260" 10.5 "F33" "S" +0 174 3 "Sivola Mr. Antti Wilhelm" "male" 21 0 0 "STON/O 2. 3101280" 7.925 "" "S" +1 803 1 "Carter Master. William Thornton II" "male" 11 1 2 "113760" 120 "B96 B98" "S" +0 479 3 "Karlsson Mr. Nils August" "male" 22 0 0 "350060" 7.5208 "" "S" +1 445 3 "Johannesen-Bratthammer Mr. Bernt" "male" NA 0 0 "65306" 8.1125 "" "S" +0 684 3 "Goodwin Mr. Charles Edward" "male" 14 5 2 "CA 2144" 46.9 "" "S" +1 597 2 "Leitch Miss. Jessie Wills" "female" NA 0 0 "248727" 33 "" "S" +0 229 2 "Fahlstrom Mr. Arne Jonas" "male" 18 0 0 "236171" 13 "" "S" +0 121 2 "Hickman Mr. Stanley George" "male" 21 2 0 "S.O.C. 14879" 73.5 "" "S" +0 526 3 "Farrell Mr. James" "male" 40.5 0 0 "367232" 7.75 "" "Q" +1 360 3 "Mockler Miss. Helen Mary ""Ellie""" "female" NA 0 0 "330980" 7.8792 "" "Q" +1 20 3 "Masselmani Mrs. Fatima" "female" NA 0 0 "2649" 7.225 "" "C" +0 28 1 "Fortune Mr. Charles Alexander" "male" 19 3 2 "19950" 263 "C23 C25 C27" "S" +0 761 3 "Garfirth Mr. John" "male" NA 0 0 "358585" 14.5 "" "S" +1 487 1 "Hoyt Mrs. Frederick Maxfield (Jane Anne Forby)" "female" 35 1 0 "19943" 90 "C93" "S" +0 385 3 "Plotcharsky Mr. Vasil" "male" NA 0 0 "349227" 7.8958 "" "S" +0 364 3 "Asim Mr. Adola" "male" 35 0 0 "SOTON/O.Q. 3101310" 7.05 "" "S" +1 124 2 "Webber Miss. Susan" "female" 32.5 0 0 "27267" 13 "E101" "S" +0 165 3 "Panula Master. Eino Viljami" "male" 1 4 1 "3101295" 39.6875 "" "S" +0 668 3 "Rommetvedt Mr. Knud Paust" "male" NA 0 0 "312993" 7.775 "" "S" +0 596 3 "Van Impe Mr. Jean Baptiste" "male" 36 1 1 "345773" 24.15 "" "S" +0 845 3 "Culumovic Mr. Jeso" "male" 17 0 0 "315090" 8.6625 "" "S" +1 510 3 "Lang Mr. Fang" "male" 26 0 0 "1601" 56.4958 "" "S" +0 135 2 "Sobey Mr. Samuel James Hayden" "male" 25 0 0 "C.A. 29178" 13 "" "S" +1 196 1 "Lurette Miss. Elise" "female" 58 0 0 "PC 17569" 146.5208 "B80" "C" +1 377 3 "Landergren Miss. Aurora Adelia" "female" 22 0 0 "C 7077" 7.25 "" "S" +1 745 3 "Stranden Mr. Juho" "male" 31 0 0 "STON/O 2. 3101288" 7.925 "" "S" +0 729 2 "Bryhl Mr. Kurt Arnold Gottfrid" "male" 25 1 0 "236853" 26 "" "S" +1 661 1 "Frauenthal Dr. Henry William" "male" 50 2 0 "PC 17611" 133.65 "" "S" +0 437 3 "Ford Miss. Doolina Margaret ""Daisy""" "female" 21 2 2 "W./C. 6608" 34.375 "" "S" +1 9 3 "Johnson Mrs. Oscar W (Elisabeth Vilhelmina Berg)" "female" 27 0 2 "347742" 11.1333 "" "S" +0 835 3 "Allum Mr. Owen George" "male" 18 0 0 "2223" 8.3 "" "S" +0 794 1 "Hoyt Mr. William Fisher" "male" NA 0 0 "PC 17600" 30.6958 "" "C" +0 891 3 "Dooley Mr. Patrick" "male" 32 0 0 "370376" 7.75 "" "Q" +0 851 3 "Andersson Master. Sigvard Harald Elias" "male" 4 4 2 "347082" 31.275 "" "S" +1 854 1 "Lines Miss. Mary Conover" "female" 16 0 1 "PC 17592" 39.4 "D28" "S" +0 552 2 "Sharp Mr. Percival James R" "male" 27 0 0 "244358" 26 "" "S" +1 671 2 "Brown Mrs. Thomas William Solomon (Elizabeth Catherine Ford)" "female" 40 1 1 "29750" 39 "" "S" +0 228 3 "Lovell Mr. John Hall (""Henry"")" "male" 20.5 0 0 "A/5 21173" 7.25 "" "S" +1 763 3 "Barah Mr. Hanna Assi" "male" 20 0 0 "2663" 7.2292 "" "C" +0 591 3 "Rintamaki Mr. Matti" "male" 35 0 0 "STON/O 2. 3101273" 7.125 "" "S" +0 155 3 "Olsen Mr. Ole Martin" "male" NA 0 0 "Fa 265302" 7.3125 "" "S" +0 104 3 "Johansson Mr. Gustaf Joel" "male" 33 0 0 "7540" 8.6542 "" "S" +0 443 3 "Petterson Mr. Johan Emil" "male" 25 1 0 "347076" 7.775 "" "S" +1 592 1 "Stephenson Mrs. Walter Bertram (Martha Eustis)" "female" 52 1 0 "36947" 78.2667 "D20" "C" +0 584 1 "Ross Mr. John Hugo" "male" 36 0 0 "13049" 40.125 "A10" "C" +0 277 3 "Lindblom Miss. Augusta Charlotta" "female" 45 0 0 "347073" 7.75 "" "S" +1 514 1 "Rothschild Mrs. Martin (Elizabeth L. Barrett)" "female" 54 1 0 "PC 17603" 59.4 "" "C" +1 83 3 "McDermott Miss. Brigdet Delia" "female" NA 0 0 "330932" 7.7875 "" "Q" +1 856 3 "Aks Mrs. Sam (Leah Rosen)" "female" 18 0 1 "392091" 9.35 "" "S" +1 390 2 "Lehmann Miss. Bertha" "female" 17 0 0 "SC 1748" 12 "" "C" +0 579 3 "Caram Mrs. Joseph (Maria Elias)" "female" NA 1 0 "2689" 14.4583 "" "C" +0 500 3 "Svensson Mr. Olof" "male" 24 0 0 "350035" 7.7958 "" "S" +0 412 3 "Hart Mr. Henry" "male" NA 0 0 "394140" 6.8583 "" "Q" +0 687 3 "Panula Mr. Jaako Arnold" "male" 14 4 1 "3101295" 39.6875 "" "S" +0 73 2 "Hood Mr. Ambrose Jr" "male" 21 0 0 "S.O.C. 14879" 73.5 "" "S" +0 887 2 "Montvila Rev. Juozas" "male" 27 0 0 "211536" 13 "" "S" +0 503 3 "O'Sullivan Miss. Bridget Mary" "female" NA 0 0 "330909" 7.6292 "" "Q" +0 41 3 "Ahlin Mrs. Johan (Johanna Persdotter Larsson)" "female" 40 1 0 "7546" 9.475 "" "S" +1 654 3 "O'Leary Miss. Hanora ""Norah""" "female" NA 0 0 "330919" 7.8292 "" "Q" +1 484 3 "Turkula Mrs. (Hedwig)" "female" 63 0 0 "4134" 9.5875 "" "S" +0 426 3 "Wiseman Mr. Phillippe" "male" NA 0 0 "A/4. 34244" 7.25 "" "S" +1 438 2 "Richards Mrs. Sidney (Emily Hocking)" "female" 24 2 3 "29106" 18.75 "" "S" +0 625 3 "Bowen Mr. David John ""Dai""" "male" 21 0 0 "54636" 16.1 "" "S" +0 114 3 "Jussila Miss. Katriina" "female" 20 1 0 "4136" 9.825 "" "S" +0 614 3 "Horgan Mr. John" "male" NA 0 0 "370377" 7.75 "" "Q" +1 731 1 "Allen Miss. Elisabeth Walton" "female" 29 0 0 "24160" 211.3375 "B5" "S" +0 675 2 "Watson Mr. Ennis Hastings" "male" NA 0 0 "239856" 0 "" "S" +0 712 1 "Klaber Mr. Herman" "male" NA 0 0 "113028" 26.55 "C124" "S" +0 657 3 "Radeff Mr. Alexander" "male" NA 0 0 "349223" 7.8958 "" "S" +0 848 3 "Markoff Mr. Marin" "male" 35 0 0 "349213" 7.8958 "" "C" +0 809 2 "Meyer Mr. August" "male" 39 0 0 "248723" 13 "" "S" +1 577 2 "Garside Miss. Ethel" "female" 34 0 0 "243880" 13 "" "S" +0 343 2 "Collander Mr. Erik Gustaf" "male" 28 0 0 "248740" 13 "" "S" +0 252 3 "Strom Mrs. Wilhelm (Elna Matilda Persson)" "female" 29 1 1 "347054" 10.4625 "G6" "S" +0 518 3 "Ryan Mr. Patrick" "male" NA 0 0 "371110" 24.15 "" "Q" +0 515 3 "Coleff Mr. Satio" "male" 24 0 0 "349209" 7.4958 "" "S" +0 327 3 "Nysveen Mr. Johan Hansen" "male" 61 0 0 "345364" 6.2375 "" "S" +0 144 3 "Burke Mr. Jeremiah" "male" 19 0 0 "365222" 6.75 "" "Q" +0 629 3 "Bostandyeff Mr. Guentcho" "male" 26 0 0 "349224" 7.8958 "" "S" +0 469 3 "Scanlan Mr. James" "male" NA 0 0 "36209" 7.725 "" "Q" +1 199 3 "Madigan Miss. Margaret ""Maggie""" "female" NA 0 0 "370370" 7.75 "" "Q" +1 459 2 "Toomey Miss. Ellen" "female" 50 0 0 "F.C.C. 13531" 10.5 "" "S" +1 485 1 "Bishop Mr. Dickinson H" "male" 25 1 0 "11967" 91.0792 "B49" "C" +1 349 3 "Coutts Master. 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Virginia Ethel" "female" 5 0 0 "364516" 12.475 "" "S" +1 458 1 "Kenyon Mrs. Frederick R (Marion)" "female" NA 1 0 "17464" 51.8625 "D21" "S" +0 457 1 "Millet Mr. Francis Davis" "male" 65 0 0 "13509" 26.55 "E38" "S" +1 433 2 "Louch Mrs. Charles Alexander (Alice Adelaide Slow)" "female" 42 1 0 "SC/AH 3085" 26 "" "S" +1 743 1 "Ryerson Miss. Susan Parker ""Suzette""" "female" 21 2 2 "PC 17608" 262.375 "B57 B59 B63 B66" "C" +1 741 1 "Hawksford Mr. Walter James" "male" NA 0 0 "16988" 30 "D45" "S" +1 234 3 "Asplund Miss. Lillian Gertrud" "female" 5 4 2 "347077" 31.3875 "" "S" +1 57 2 "Rugg Miss. Emily" "female" 21 0 0 "C.A. 31026" 10.5 "" "S" +0 816 1 "Fry Mr. Richard" "male" NA 0 0 "112058" 0 "B102" "S" +1 56 1 "Woolner Mr. Hugh" "male" NA 0 0 "19947" 35.5 "C52" "S" +0 169 1 "Baumann Mr. John D" "male" NA 0 0 "PC 17318" 25.925 "" "S" +0 168 3 "Skoog Mrs. William (Anna Bernhardina Karlsson)" "female" 45 1 4 "347088" 27.9 "" "S" +0 158 3 "Corn Mr. Harry" "male" 30 0 0 "SOTON/OQ 392090" 8.05 "" "S" +1 270 1 "Bissette Miss. Amelia" "female" 35 0 0 "PC 17760" 135.6333 "C99" "S" +0 243 2 "Coleridge Mr. Reginald Charles" "male" 29 0 0 "W./C. 14263" 10.5 "" "S" +0 240 2 "Hunt Mr. George Henry" "male" 33 0 0 "SCO/W 1585" 12.275 "" "S" +0 177 3 "Lefebre Master. Henry Forbes" "male" NA 3 1 "4133" 25.4667 "" "S" +1 608 1 "Daniel Mr. Robert Williams" "male" 27 0 0 "113804" 30.5 "" "S" +0 587 2 "Jarvis Mr. John Denzil" "male" 47 0 0 "237565" 15 "" "S" +1 508 1 "Bradley Mr. George (""George Arthur Brayton"")" "male" NA 0 0 "111427" 26.55 "" "S" +1 648 1 "Simonius-Blumer Col. Oberst Alfons" "male" 56 0 0 "13213" 35.5 "A26" "C" +0 255 3 "Rosblom Mrs. Viktor (Helena Wilhelmina)" "female" 41 0 2 "370129" 20.2125 "" "S" +0 602 3 "Slabenoff Mr. Petco" "male" NA 0 0 "349214" 7.8958 "" "S" +0 136 2 "Richard Mr. Emile" "male" 23 0 0 "SC/PARIS 2133" 15.0458 "" "C" +0 464 2 "Milling Mr. Jacob Christian" "male" 48 0 0 "234360" 13 "" "S" +1 570 3 "Jonsson Mr. Carl" "male" 32 0 0 "350417" 7.8542 "" "S" +1 126 3 "Nicola-Yarred Master. Elias" "male" 12 1 0 "2651" 11.2417 "" "C" +1 721 2 "Harper Miss. Annie Jessie ""Nina""" "female" 6 0 1 "248727" 33 "" "S" +0 31 1 "Uruchurtu Don. 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Eliina" "female" 27 0 0 "STON/O2. 3101283" 7.925 "" "S" +1 66 3 "Moubarek Master. Gerios" "male" NA 1 1 "2661" 15.2458 "" "C" +0 389 3 "Sadlier Mr. Matthew" "male" NA 0 0 "367655" 7.7292 "" "Q" +0 293 2 "Levy Mr. Rene Jacques" "male" 36 0 0 "SC/Paris 2163" 12.875 "D" "C" +0 214 2 "Givard Mr. Hans Kristensen" "male" 30 0 0 "250646" 13 "" "S" +1 326 1 "Young Miss. Marie Grice" "female" 36 0 0 "PC 17760" 135.6333 "C32" "C" +0 283 3 "de Pelsmaeker Mr. Alfons" "male" 16 0 0 "345778" 9.5 "" "S" +0 481 3 "Goodwin Master. Harold Victor" "male" 9 5 2 "CA 2144" 46.9 "" "S" +0 192 2 "Carbines Mr. William" "male" 19 0 0 "28424" 13 "" "S" +0 345 2 "Fox Mr. Stanley Hubert" "male" 36 0 0 "229236" 13 "" "S" +1 609 2 "Laroche Mrs. Joseph (Juliette Marie Louise Lafargue)" "female" 22 1 2 "SC/Paris 2123" 41.5792 "" "C" +0 660 1 "Newell Mr. Arthur Webster" "male" 58 0 2 "35273" 113.275 "D48" "C" +1 85 2 "Ilett Miss. Bertha" "female" 17 0 0 "SO/C 14885" 10.5 "" "S" +1 521 1 "Perreault Miss. Anne" "female" 30 0 0 "12749" 93.5 "B73" "S" +1 644 3 "Foo Mr. Choong" "male" NA 0 0 "1601" 56.4958 "" "S" +1 831 3 "Yasbeck Mrs. Antoni (Selini Alexander)" "female" 15 1 0 "2659" 14.4542 "" "C" diff --git a/cw_6/.ipynb_checkpoints/main-checkpoint.ipynb b/cw_6/.ipynb_checkpoints/main-checkpoint.ipynb new file mode 100644 index 0000000..498547a --- /dev/null +++ b/cw_6/.ipynb_checkpoints/main-checkpoint.ipynb @@ -0,0 +1,298 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 77, + "id": "366a3913", + "metadata": { + "pycharm": { + "is_executing": true + } + }, + "outputs": [], + "source": [ + "import ipywidgets as widgets\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "from sklearn.linear_model import LinearRegression\n", + "from sklearn.preprocessing import PolynomialFeatures\n", + "\n", + "%matplotlib inline\n", + "%reload_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "id": "b76f2b19", + "metadata": {}, + "outputs": [], + "source": [ + "data = pd.read_csv('data6.tsv',sep='\\t',names=['x','y'])\n", + "# data_x = pd.DataFrame(data['x'])\n", + "# data_y = pd.DataFrame(data['y'])\n", + "# data_x = data['x'].array.reshape(-1,1)\n", + "# data_y = data['y'].array.reshape(-1,1)\n", + "data_x = data['x']\n", + "data_y = data['y']" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "id": "650769e3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 79, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "reg = LinearRegression()\n", + "reg.fit(data_x.array.reshape(-1,1),data_y.array.reshape(-1,1))\n", + "predict_data_y = reg.predict(data_x.array.reshape(-1,1))\n", + "plt.plot(data_x,predict_data_y,color='red')\n", + "plt.scatter(data_x,data_y,color='blue')" + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "id": "44f292f4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[1.00000000e+00, 2.12520000e+01, 4.51647504e+02],\n", + " [1.00000000e+00, 1.79842000e+02, 3.23431450e+04],\n", + " [1.00000000e+00, 1.18162000e+02, 1.39622582e+04],\n", + " [1.00000000e+00, 1.14269000e+02, 1.30574044e+04],\n", + " [1.00000000e+00, 1.21444000e+02, 1.47486451e+04],\n", + " [1.00000000e+00, 8.76240000e+01, 7.67796538e+03],\n", + " [1.00000000e+00, 1.70039000e+02, 2.89132615e+04],\n", + " [1.00000000e+00, 1.92651000e+02, 3.71144078e+04],\n", + " [1.00000000e+00, 1.23900000e+01, 1.53512100e+02],\n", + " [1.00000000e+00, 1.44264000e+02, 2.08121017e+04],\n", + " [1.00000000e+00, 1.69900000e+02, 2.88660100e+04],\n", + " [1.00000000e+00, 6.32540000e+01, 4.00106852e+03],\n", + " [1.00000000e+00, 7.24390000e+01, 5.24740872e+03],\n", + " [1.00000000e+00, 7.11080000e+01, 5.05634766e+03],\n", + " [1.00000000e+00, 1.79476000e+02, 3.22116346e+04],\n", + " [1.00000000e+00, 1.69084000e+02, 2.85893991e+04],\n", + " [1.00000000e+00, 9.90730000e+01, 9.81545933e+03],\n", + " [1.00000000e+00, 1.95528000e+02, 3.82311988e+04],\n", + " [1.00000000e+00, 1.31023000e+02, 1.71670265e+04],\n", + " [1.00000000e+00, 1.24240000e+01, 1.54355776e+02]])" + ] + }, + "execution_count": 82, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "poly = PolynomialFeatures(degree=2,include_bias=False)\n", + "# poly = PolynomialFeatures(degree=2)\n", + "poly_features = poly.fit_transform(data_x.array.reshape(-1,1))\n", + "poly_features" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "id": "0197860e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([-104.38856598, 3499.27966172, 1680.55826071, 1583.58306598,\n", + " 1763.95676717, 976.63832627, 3174.73334816, 3943.55854171,\n", + " -202.19762153, 2385.40255276, 3170.22794171, 508.27954418,\n", + " 675.06921604, 650.17014568, 3486.92151338, 3143.8333219 ,\n", + " 1225.29257965, 4046.49646908, 2015.96524541, -201.84331399])" + ] + }, + "execution_count": 83, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "poly_reg = LinearRegression()\n", + "poly_reg.fit(poly_features,data_y)\n", + "y_predicted = poly_reg.predict(poly_features)\n", + "y_predicted" + ] + }, + { + "cell_type": "code", + "execution_count": 84, + "id": "74392b16", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 84, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.scatter(data_x,data_y,color='blue')\n", + "plt.plot(data_x,y_predicted,color='red')" + ] + }, + { + "cell_type": "code", + "execution_count": 85, + "id": "3b711483", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
PolynomialFeatures()
In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.
" + ], + "text/plain": [ + "PolynomialFeatures()" + ] + }, + "execution_count": 85, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "poly" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/cw_6/data6.tsv b/cw_6/data6.tsv new file mode 100644 index 0000000..2c53666 --- /dev/null +++ b/cw_6/data6.tsv @@ -0,0 +1,20 @@ +21.252 -555.640 +179.842 3840.141 +118.162 2274.989 +114.269 1146.575 +121.444 1840.589 +87.624 1663.894 +170.039 3504.537 +192.651 3708.239 +12.390 -358.240 +144.264 2444.162 +169.900 3348.941 +63.254 271.623 +72.439 900.423 +71.108 77.543 +179.476 3313.424 +169.084 2525.653 +99.073 734.413 +195.528 4067.410 +131.023 2182.147 +12.424 490.714 diff --git a/cw_6/main.ipynb b/cw_6/main.ipynb new file mode 100644 index 0000000..e74583b --- /dev/null +++ b/cw_6/main.ipynb @@ -0,0 +1,319 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 125, + "id": "366a3913", + "metadata": { + "pycharm": { + "is_executing": true + } + }, + "outputs": [], + "source": [ + "import ipywidgets as widgets\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "from sklearn.linear_model import LinearRegression\n", + "from sklearn.preprocessing import PolynomialFeatures\n", + "\n", + "%matplotlib inline\n", + "%reload_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 126, + "id": "b76f2b19", + "metadata": {}, + "outputs": [], + "source": [ + "data = pd.read_csv('data6.tsv',sep='\\t',names=['x','y'])\n", + "data = data.sort_values(by=['x'])\n", + "# data_x = pd.DataFrame(data['x'])\n", + "# data_y = pd.DataFrame(data['y'])\n", + "# data_x = data['x'].array.reshape(-1,1)\n", + "# data_y = data['y'].array.reshape(-1,1)\n", + "data_x = data['x']\n", + "data_y = data['y']" + ] + }, + { + "cell_type": "code", + "execution_count": 127, + "id": "650769e3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 127, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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AAGBZHJEBgC7qL4smArGMIAMAXdCfFk0EYhmnlgAgTP1t0UQglhFkACAM/XHRRCCWEWQAIAz9ddFEIFYRZAAgDP150UQgFnGxLwCEIVYWTeSOKcCPIzIAEIZYWDTR5ZLGj5fmzpXuucf/7/jxXGSM/okgAwBhiPaiidwxBQQjyABAmKK1aCJ3TAHtcY0MAHRBNBZNDOeOKdZAQn9BkAGALurtRRO5Ywpoj1NLAGARsXLHFBBLCDIAYBGxcMcUEGsIMgBgEdG+YwqIRQQZALCQaN0xBcQqLvYFAIuJxh1TQKwiyACABfX2HVNArOLUEgAAsCyCDAAAsCyCDAAAsKywgszGjRv1ve99T8OHD1dycrLuvPNOVVRUBNVcvXpVBQUFGjlypIYNG6ZFixaptrY2qKayslK5ubkaMmSIkpOTtW7dOl27di2o5ujRo5o5c6bsdrsmTpyonTt3dm2EAACgzworyBw7dkwFBQX6y1/+opKSEjU3N2v+/Pm6fPlyoGbNmjV64403tHv3bh07dkzV1dXKb3M/oM/nU25urpqamnTy5Ent2rVLO3fu1IYNGwI1Fy5cUG5urubOnavy8nIVFRVpxYoVOnjwYASGDAAA+gqbMR2toxqazz//XMnJyTp27JjuuOMOeTwejR49Wi+++KIWL14sSfrwww91yy23qLS0VLfffrsOHDigH//4x6qurlZKSookaceOHVq/fr0+//xzJSQkaP369dq/f7/OnTsX+F533XWX6uvr9dZbb4XUN6/Xq8TERHk8Hjkcjq4OEQAA9KJwP7+7dY2Mx+ORJI0YMUKSVFZWpubmZmVnZwdqJk+erLFjx6q0tFSSVFpaqmnTpgVCjCTl5OTI6/Xq/PnzgZq279Fa0/oeHWlsbJTX6w16AACAvq3LQaalpUVFRUX6/ve/r6lTp0qS3G63EhISlJSUFFSbkpIit9sdqGkbYlq3t267Xo3X69WVK1c67M/GjRuVmJgYeGRkZHR1aAAAwCK6HGQKCgp07tw5vfzyy5HsT5cVFxfL4/EEHlVVVdHuEgAA6GFdmtl39erV2rdvn44fPy6n0xloT01NVVNTk+rr64OOytTW1io1NTVQc/r06aD3a72rqW3NN+90qq2tlcPh0ODBgzvsk91ul91u78pwAACARYV1RMYYo9WrV2vv3r06fPiwJkyYELR91qxZGjhwoA4dOhRoq6ioUGVlpTIzMyVJmZmZOnv2rOrq6gI1JSUlcjgcmjJlSqCm7Xu01rS+BwAAgBTmXUsPPfSQXnzxRb3++uuaNGlSoD0xMTFwpGTVqlV68803tXPnTjkcDj388MOSpJMnT0ry33596623Kj09XZs3b5bb7da9996rFStW6De/+Y0k/+3XU6dOVUFBgR544AEdPnxYv/zlL7V//37l5OSE1FfuWgIAwHrC/vw2YZDU4eOFF14I1Fy5csU89NBD5oYbbjBDhgwxP/vZz0xNTU3Q+3z66adm4cKFZvDgwWbUqFHmkUceMc3NzUE1R44cMbfeeqtJSEgwN954Y9D3CIXH4zGSjMfjCet1AAAgesL9/O7WPDKxjCMyAKLN55NOnJBqaqS0NCkry79qNYBvF+7nd5cu9gUAXJ/LJRUWShcv/q3N6ZS2bZPaTHYOoJtYNBIAIszlkhYvDg4xknTpkr/d5YpOv4C+iCADABHk8/mPxHR00r61rajIXweg+wgyABBBJ060PxLTljFSVZW/DkD3EWQAIIJqaiJbB+D6CDIAEEFpaZGtA3B9BBkAiKCsLP/dSTZbx9ttNikjw18HoPsIMgAQQfHx/luspfZhpvX51q3MJwNECkEGACIsP1/as0caMya43en0tzOPDBA5TIgHAD0gP1/Ky2NmX6CnEWQAoIfEx0tz5kS7F0DfxqklAABgWRyRARCEhQ4BWAlBBkAACx0CsBpOLQGQxEKHAKyJIAOAhQ4BWBZBBgALHQKwLIIMABY6BGBZBBkALHQIwLIIMgBY6BCAZRFkALDQIQDLIsgAkMRChwCsiQnxAASw0CEAqyHIAAjCQocArIRTSwAAwLIIMgAAwLIIMgAAwLIIMgAAwLIIMgAAwLIIMgAAwLIIMgAAwLIIMgAAwLIIMgAAwLIIMgAAwLIIMgAAwLIIMgAAwLIIMgAAwLIIMgAAwLIIMgAAwLIIMgAAwLIIMgAAwLIIMgAAwLIIMgAAwLIIMgAAwLIIMgAAwLIIMgAAwLIIMgAAwLIIMgAAwLIIMgAAwLIIMgAAwLIGRLsDABBrfD7pxAmppkZKS5OysqT4+Gj3CkBHCDIA0IbLJRUWShcv/q3N6ZS2bZPy86PXLwAd49QSAPw/l0tavDg4xEjSpUv+dpcrOv0C8O0IMgAg/+mkwkLJmPbbWtuKivx1AGIHQQYA5L8m5ptHYtoyRqqq8tcBiB0EGQCQ/8LeSNYB6B0EGQCQ/+6kSNYB6B0EGQCQ/xZrp1Oy2TrebrNJGRn+OgCxgyADAPLPE7Ntm//rb4aZ1udbtzKfDBBrCDIA8P/y86U9e6QxY4LbnU5/O/PIALGHCfEAoI38fCkvj5l9AasI+4jM8ePH9ZOf/ETp6emy2Wx67bXXgrYbY7RhwwalpaVp8ODBys7O1kcffRRU8+WXX2rp0qVyOBxKSkrS8uXL9dVXXwXVvP/++8rKytKgQYOUkZGhzZs3hz86AOiC+Hhpzhzp7rv9/xJigNgVdpC5fPmyZsyYoWeffbbD7Zs3b9YzzzyjHTt26NSpUxo6dKhycnJ09erVQM3SpUt1/vx5lZSUaN++fTp+/Lh+8YtfBLZ7vV7Nnz9f48aNU1lZmbZs2aJf//rX+vd///cuDBEAAPRZphskmb179waet7S0mNTUVLNly5ZAW319vbHb7eall14yxhjzwQcfGEnmzJkzgZoDBw4Ym81mLl26ZIwx5rnnnjM33HCDaWxsDNSsX7/eTJo0KeS+eTweI8l4PJ6uDg8AAPSycD+/I3qx74ULF+R2u5WdnR1oS0xM1OzZs1VaWipJKi0tVVJSkm677bZATXZ2tuLi4nTq1KlAzR133KGEhIRATU5OjioqKvS///u/HX7vxsZGeb3eoAcAAOjbIhpk3G63JCklJSWoPSUlJbDN7XYrOTk5aPuAAQM0YsSIoJqO3qPt9/imjRs3KjExMfDIyMjo/oAAAEBM6zO3XxcXF8vj8QQeVVVV0e4SAADoYRENMqmpqZKk2traoPba2trAttTUVNXV1QVtv3btmr788sugmo7eo+33+Ca73S6HwxH0AAAAfVtEg8yECROUmpqqQ4cOBdq8Xq9OnTqlzMxMSVJmZqbq6+tVVlYWqDl8+LBaWlo0e/bsQM3x48fV3NwcqCkpKdGkSZN0ww03RLLLQNT4fNLRo9JLL/n/9fmi3SMAsJ6wg8xXX32l8vJylZeXS/Jf4FteXq7KykrZbDYVFRXp3/7t3/Rf//VfOnv2rO677z6lp6frzjvvlCTdcsstWrBggR588EGdPn1af/7zn7V69WrdddddSk9PlyTdc889SkhI0PLly3X+/Hn98Y9/1LZt27R27dqIDRyIJpdLGj9emjtXuuce/7/jx/vbAQBhCPe2qCNHjhhJ7R7Lli0zxvhvwX7sscdMSkqKsdvtZt68eaaioiLoPb744gtz9913m2HDhhmHw2Huv/9+09DQEFTz3//93+Yf/uEfjN1uN2PGjDGbNm0Kq5/cfo1Y9eqrxthsxkjBD5vN/3j11Wj3EACiJ9zPb5sxxkQxR/UYr9erxMREeTwerpdBzPD5/EdeLl7seLvN5l/X58IFZpMF0D+F+/ndZ+5aAqzgxIlvDzGS/9hMVZW/DgDQOYIM0ItqaiJbBwD9HUEG6EVpaZGtA4D+jiAD9KKsLP81MDZbx9ttNikjw18HAOgcQQboRfHx0rZt/q+/GWZan2/dyoW+ABAqggzQy/LzpT17pDFjgtudTn97fn50+gUAVjQg2h0A+qP8fCkvz393Uk2N/5qYrCyOxABAuAgyQJTEx0tz5kS7FwBgbQQZAFHl83FkCkDXEWQARI3LJRUWBk8S6HT6L4jmWiEAoeBiXwBR4XJJixe3n+n40iV/OwtoAggFQQZAr/P5/EdiOlrprbWtqMhfBwDXQ5AB0OtYcwpApBBkAPQ61pwCECkEGQC9jjWnAEQKQQZAr2PNKQCRQpAB0OtYcwpApBBkAEQFa04BiAQmxAMQNaw5BaC7CDIAooo1pwB0B6eWAACAZRFkAACAZRFkAACAZRFkAACAZRFkAACAZXHXUhh8Pm4TBQAglhBkQuRySYWFwSv2Op3+2UmZuAsAgOjg1FIIXC5p8eLgECNJly75212u6PQLAID+jiDTCZ/PfyTGmPbbWtuKivx1AACgdxFkOnHiRPsjMW0ZI1VV+esAAEDvIsh0oqYmsnUAACByCDKdSEuLbB0AAIgcgkwnsrL8dyfZbB1vt9mkjAx/HQAA6F0EmU7Ex/tvsZbah5nW51u3Mp8MAADRQJAJQX6+tGePNGZMcLvT6W9nHhkAAKKDCfFClJ8v5eUxsy8AALGEIBOG+Hhpzpxo9wIAALTi1BIAALAsggwAALAsggwAALAsggwAALAsLvYFOuHzcbcaAMQqggxwHS6Xf/XztguHOp3+SRKZPwgAoo9TS8C3cLmkxYvbr35+6ZK/3eWKTr8AAH9DkAE64PP5j8QY035ba1tRkb8OABA9BBmgAydOtD8S05YxUlWVvw4AED0EGaADNTWRrQMA9AyCDNCBtLTI1gEAegZBBuhAVpb/7iSbrePtNpuUkeGvAwBED0EG6EB8vP8Wa6l9mGl9vnUr88kAQLQRZIBvkZ8v7dkjjRkT3O50+tuZRwYAoo8J8YDryM+X8vKY2RcAYhVBBuhEfLw0Z060ewEA6AinlgAAgGURZAAAgGVxagnoRaykDQCRRZABegkraQNA5HFqCegFrKQNAD2DIAP0MFbSBoCeQ5ABehgraQNAzyHIAD2MlbQBoOcQZIAexkraANBzYjrIPPvssxo/frwGDRqk2bNn6/Tp09HuEhA2VtIGgJ4Ts0Hmj3/8o9auXavHH39c7777rmbMmKGcnBzV1dVFu2tAWFhJGwB6TswGmaeeekoPPvig7r//fk2ZMkU7duzQkCFD9Pzzz0e7a0DYWEkbAHpGTE6I19TUpLKyMhUXFwfa4uLilJ2drdLS0g5f09jYqMbGxsBzr9fb4/0EwsFK2gAQeTEZZP7nf/5HPp9PKSkpQe0pKSn68MMPO3zNxo0b9cQTT/RG94AuYyVtAIismD21FK7i4mJ5PJ7Ao6qqKtpdAgAAPSwmj8iMGjVK8fHxqq2tDWqvra1Vampqh6+x2+2y2+290T0AABAjYvKITEJCgmbNmqVDhw4F2lpaWnTo0CFlZmZGsWcAACCWxOQRGUlau3atli1bpttuu01///d/r61bt+ry5cu6//77o901AAAQI2I2yCxZskSff/65NmzYILfbrVtvvVVvvfVWuwuAAQBA/2UzpqM1ea3P6/UqMTFRHo9HDocj2t0BAAAhCPfzOyavkQEAAAgFQQYAAFgWQQYAAFgWQQYAAFgWQQYAAFgWQQYAAFgWQQYAAFgWQQYAAFgWQQYAAFgWQQYAAFgWQQYAAFgWQQYAAFgWQQYAAFgWQQYAAFjWgGh3wEp8PunECammRkpLk7KypPj4aPcKAID+iyATIpdLKiyULl78W5vTKW3bJuXnR69fAAD0Z5xaCoHLJS1eHBxiJOnSJX+7yxWdfgEA0N8RZDrh8/mPxBjTfltrW1GRvw4AAPQugkwnTpxofySmLWOkqip/HQAA6F0EmU7U1ES2DgAARA5BphNpaZGtAwAAkUOQ6URWlv/uJJut4+02m5SR4a8DAAC9iyDTifh4/y3WUvsw0/p861bmkwEAIBoIMiHIz5f27JHGjAludzr97cwjAwBAdDAhXojy86W8PGb2BQAglhBkwhAfL82ZE+1eAACAVpxaAgAAlkWQAQAAlsWppRjAqtoAAHQNQSbKWFUbAICu49RSFLGqNgAA3UOQiRJW1QYAoPsIMlHCqtoAAHQfQSZKWFUbAIDuI8hECatqAwDQfQSZKGFVbQAAuo8gEyWsqg0AQPcRZKKIVbUBAOgeJsSLMlbVBgCg6wgyMYBVtQEA6BpOLQEAAMsiyAAAAMsiyAAAAMsiyAAAAMsiyAAAAMsiyAAAAMsiyAAAAMsiyAAAAMsiyAAAAMvqszP7GmMkSV6vN8o9AQAAoWr93G79HO9Mnw0yDQ0NkqSMjIwo9wQAAISroaFBiYmJndbZTKiRx2JaWlpUXV2t4cOHy2azRbs7EeH1epWRkaGqqio5HI5od6fXMO7+M+7+OGapf467P45Z6p/jDnfMxhg1NDQoPT1dcXGdXwHTZ4/IxMXFyel0RrsbPcLhcPSbX4C2GHf/0R/HLPXPcffHMUv9c9zhjDmUIzGtuNgXAABYFkEGAABYFkHGQux2ux5//HHZ7fZod6VXMe7+M+7+OGapf467P45Z6p/j7ukx99mLfQEAQN/HERkAAGBZBBkAAGBZBBkAAGBZBBkAAGBZBJkYtHHjRn3ve9/T8OHDlZycrDvvvFMVFRVBNXPmzJHNZgt6rFy5Mko97r5f//rX7cYzefLkwParV6+qoKBAI0eO1LBhw7Ro0SLV1tZGsceRMX78+HbjttlsKigokNQ39vPx48f1k5/8ROnp6bLZbHrttdeCthtjtGHDBqWlpWnw4MHKzs7WRx99FFTz5ZdfaunSpXI4HEpKStLy5cv11Vdf9eIowne9cTc3N2v9+vWaNm2ahg4dqvT0dN13332qrq4Oeo+Ofj42bdrUyyMJT2f7++c//3m7MS1YsCCoxmr7u7Mxd/Q7brPZtGXLlkCN1fZ1KJ9TofzdrqysVG5uroYMGaLk5GStW7dO165dC6svBJkYdOzYMRUUFOgvf/mLSkpK1NzcrPnz5+vy5ctBdQ8++KBqamoCj82bN0epx5Hxne98J2g8f/rTnwLb1qxZozfeeEO7d+/WsWPHVF1drfz8/Cj2NjLOnDkTNOaSkhJJ0j/+4z8Gaqy+ny9fvqwZM2bo2Wef7XD75s2b9cwzz2jHjh06deqUhg4dqpycHF29ejVQs3TpUp0/f14lJSXat2+fjh8/rl/84he9NYQuud64v/76a7377rt67LHH9O6778rlcqmiokI//elP29U++eSTQfv/4Ycf7o3ud1ln+1uSFixYEDSml156KWi71fZ3Z2NuO9aamho9//zzstlsWrRoUVCdlfZ1KJ9Tnf3d9vl8ys3NVVNTk06ePKldu3Zp586d2rBhQ3idMYh5dXV1RpI5duxYoO0HP/iBKSwsjF6nIuzxxx83M2bM6HBbfX29GThwoNm9e3eg7a9//auRZEpLS3uph72jsLDQ3HTTTaalpcUY0/f2sySzd+/ewPOWlhaTmppqtmzZEmirr683drvdvPTSS8YYYz744AMjyZw5cyZQc+DAAWOz2cylS5d6re/d8c1xd+T06dNGkvnss88CbePGjTNPP/10z3auB3U07mXLlpm8vLxvfY3V93co+zovL8/88Ic/DGqz+r7+5udUKH+333zzTRMXF2fcbnegZvv27cbhcJjGxsaQvzdHZCzA4/FIkkaMGBHU/p//+Z8aNWqUpk6dquLiYn399dfR6F7EfPTRR0pPT9eNN96opUuXqrKyUpJUVlam5uZmZWdnB2onT56ssWPHqrS0NFrdjbimpib94Q9/0AMPPBC00Glf289tXbhwQW63O2jfJiYmavbs2YF9W1paqqSkJN12222BmuzsbMXFxenUqVO93uee4vF4ZLPZlJSUFNS+adMmjRw5Ut/97ne1ZcuWsA+7x6KjR48qOTlZkyZN0qpVq/TFF18EtvX1/V1bW6v9+/dr+fLl7bZZeV9/83MqlL/bpaWlmjZtmlJSUgI1OTk58nq9On/+fMjfu88uGtlXtLS0qKioSN///vc1derUQPs999yjcePGKT09Xe+//77Wr1+viooKuVyuKPa262bPnq2dO3dq0qRJqqmp0RNPPKGsrCydO3dObrdbCQkJ7f7Ap6SkyO12R6fDPeC1115TfX29fv7znwfa+tp+/qbW/df2D1nr89ZtbrdbycnJQdsHDBigESNG9Jn9f/XqVa1fv15333130KJ6v/zlLzVz5kyNGDFCJ0+eVHFxsWpqavTUU09Fsbfds2DBAuXn52vChAn65JNP9K//+q9auHChSktLFR8f3+f3965duzR8+PB2p8atvK87+pwK5e+22+3u8He/dVuoCDIxrqCgQOfOnQu6XkRS0PniadOmKS0tTfPmzdMnn3yim266qbe72W0LFy4MfD19+nTNnj1b48aN0yuvvKLBgwdHsWe95z/+4z+0cOFCpaenB9r62n5Ge83Nzfqnf/onGWO0ffv2oG1r164NfD19+nQlJCTon//5n7Vx40bLTnF/1113Bb6eNm2apk+frptuuklHjx7VvHnzotiz3vH8889r6dKlGjRoUFC7lff1t31O9RZOLcWw1atXa9++fTpy5IicTud1a2fPni1J+vjjj3ujaz0uKSlJf/d3f6ePP/5YqampampqUn19fVBNbW2tUlNTo9PBCPvss8/09ttva8WKFdet62v7uXX/ffNOhrb7NjU1VXV1dUHbr127pi+//NLy+781xHz22WcqKSkJOhrTkdmzZ+vatWv69NNPe6eDveDGG2/UqFGjAj/TfXl/nzhxQhUVFZ3+nkvW2dff9jkVyt/t1NTUDn/3W7eFiiATg4wxWr16tfbu3avDhw9rwoQJnb6mvLxckpSWltbDvesdX331lT755BOlpaVp1qxZGjhwoA4dOhTYXlFRocrKSmVmZkaxl5HzwgsvKDk5Wbm5udet62v7ecKECUpNTQ3at16vV6dOnQrs28zMTNXX16usrCxQc/jwYbW0tASCnRW1hpiPPvpIb7/9tkaOHNnpa8rLyxUXF9fu1IuVXbx4UV988UXgZ7qv7m/Jf9R11qxZmjFjRqe1sb6vO/ucCuXvdmZmps6ePRsUXFsD/ZQpU8LqDGLMqlWrTGJiojl69KipqakJPL7++mtjjDEff/yxefLJJ80777xjLly4YF5//XVz4403mjvuuCPKPe+6Rx55xBw9etRcuHDB/PnPfzbZ2dlm1KhRpq6uzhhjzMqVK83YsWPN4cOHzTvvvGMyMzNNZmZmlHsdGT6fz4wdO9asX78+qL2v7OeGhgbz3nvvmffee89IMk899ZR57733AnfnbNq0ySQlJZnXX3/dvP/++yYvL89MmDDBXLlyJfAeCxYsMN/97nfNqVOnzJ/+9Cdz8803m7vvvjtaQwrJ9cbd1NRkfvrTnxqn02nKy8uDfs9b79Y4efKkefrpp015ebn55JNPzB/+8AczevRoc99990V5ZNd3vXE3NDSYf/mXfzGlpaXmwoUL5u233zYzZ840N998s7l69WrgPay2vzv7GTfGGI/HY4YMGWK2b9/e7vVW3NedfU4Z0/nf7WvXrpmpU6ea+fPnm/LycvPWW2+Z0aNHm+Li4rD6QpCJQZI6fLzwwgvGGGMqKyvNHXfcYUaMGGHsdruZOHGiWbdunfF4PNHteDcsWbLEpKWlmYSEBDNmzBizZMkS8/HHHwe2X7lyxTz00EPmhhtuMEOGDDE/+9nPTE1NTRR7HDkHDx40kkxFRUVQe1/Zz0eOHOnw53nZsmXGGP8t2I899phJSUkxdrvdzJs3r93/xRdffGHuvvtuM2zYMONwOMz9999vGhoaojCa0F1v3BcuXPjW3/MjR44YY4wpKyszs2fPNomJiWbQoEHmlltuMb/5zW+CPvBj0fXG/fXXX5v58+eb0aNHm4EDB5px48aZBx98MOj2W2Ost787+xk3xpjf/e53ZvDgwaa+vr7d6624rzv7nDImtL/bn376qVm4cKEZPHiwGTVqlHnkkUdMc3NzWH2x/X+HAAAALIdrZAAAgGURZAAAgGURZAAAgGURZAAAgGURZAAAgGURZAAAgGURZAAAgGURZAAAgGURZAAAgGURZAAAgGURZAAAgGURZAAAgGX9H5dQ5EqX+QVzAAAAAElFTkSuQmCC\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "reg = LinearRegression()\n", + "reg.fit(data_x.array.reshape(-1,1),data_y.array.reshape(-1,1))\n", + "predict_data_y = reg.predict(data_x.array.reshape(-1,1))\n", + "plt.plot(data_x,predict_data_y,color='red')\n", + "plt.scatter(data_x,data_y,color='blue')" + ] + }, + { + "cell_type": "code", + "execution_count": 130, + "id": "44f292f4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[1.23900000e+01, 1.53512100e+02],\n", + " [1.24240000e+01, 1.54355776e+02],\n", + " [2.12520000e+01, 4.51647504e+02],\n", + " [6.32540000e+01, 4.00106852e+03],\n", + " [7.11080000e+01, 5.05634766e+03],\n", + " [7.24390000e+01, 5.24740872e+03],\n", + " [8.76240000e+01, 7.67796538e+03],\n", + " [9.90730000e+01, 9.81545933e+03],\n", + " [1.14269000e+02, 1.30574044e+04],\n", + " [1.18162000e+02, 1.39622582e+04],\n", + " [1.21444000e+02, 1.47486451e+04],\n", + " [1.31023000e+02, 1.71670265e+04],\n", + " [1.44264000e+02, 2.08121017e+04],\n", + " [1.69084000e+02, 2.85893991e+04],\n", + " [1.69900000e+02, 2.88660100e+04],\n", + " [1.70039000e+02, 2.89132615e+04],\n", + " [1.79476000e+02, 3.22116346e+04],\n", + " [1.79842000e+02, 3.23431450e+04],\n", + " [1.92651000e+02, 3.71144078e+04],\n", + " [1.95528000e+02, 3.82311988e+04]])" + ] + }, + "execution_count": 130, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "poly = PolynomialFeatures(degree=2,include_bias=False)\n", + "poly_features = poly.fit_transform(data_x.array.reshape(-1,1))\n", + "poly_features" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "id": "be4172cb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([-202.19762153, -201.84331399, -104.38856598, 508.27954418,\n", + " 650.17014568, 675.06921604, 976.63832627, 1225.29257965,\n", + " 1583.58306598, 1680.55826071, 1763.95676717, 2015.96524541,\n", + " 2385.40255276, 3143.8333219 , 3170.22794171, 3174.73334816,\n", + " 3486.92151338, 3499.27966172, 3943.55854171, 4046.49646908])" + ] + }, + "execution_count": 131, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "poly_reg = LinearRegression()\n", + "poly_reg.fit(poly_features,data_y)\n", + "y_predicted = poly_reg.predict(poly_features)\n", + "y_predicted" + ] + }, + { + "cell_type": "code", + "execution_count": 132, + "id": "f455e240", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 132, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.scatter(data_x,data_y,color='blue')\n", + "plt.plot(data_x,y_predicted,color='red')" + ] + }, + { + "cell_type": "code", + "execution_count": 133, + "id": "3d3da8ad", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 133, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "poly = PolynomialFeatures(degree=5,include_bias=False)\n", + "poly_features = poly.fit_transform(data_x.array.reshape(-1,1))\n", + "poly_reg = LinearRegression()\n", + "poly_reg.fit(poly_features,data_y)\n", + "y_predicted = poly_reg.predict(poly_features)\n", + "plt.scatter(data_x,data_y,color='blue')\n", + "plt.plot(data_x,y_predicted,color='red')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "efc0facf", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/cw_7/.ipynb_checkpoints/main-checkpoint.ipynb b/cw_7/.ipynb_checkpoints/main-checkpoint.ipynb new file mode 100644 index 0000000..41e08d7 --- /dev/null +++ b/cw_7/.ipynb_checkpoints/main-checkpoint.ipynb @@ -0,0 +1,703 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 39, + "id": "ffd08cc9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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statecountycommunitycommunitynamefoldpopulationhouseholdsizeracepctblackracePctWhiteracePctAsian...LandAreaPopDensPctUsePubTransPolicCarsPolicOperBudgLemasPctPolicOnPatrLemasGangUnitDeployLemasPctOfficDrugUnPolicBudgPerPopViolentCrimesPerPop
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..................................................................
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123 rows × 128 columns

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" + ], + "text/plain": [ + " state county community communityname fold population householdsize \\\n", + "16 36 1 1000 0 1 0.15 0.31 \n", + "23 19 193 93926 94 1 0.11 0.43 \n", + "33 51 680 47672 52 1 0.09 0.43 \n", + "68 34 23 58200 79 1 0.05 0.59 \n", + "74 9 9 46520 58 1 0.08 0.39 \n", + "... ... ... ... ... ... ... ... \n", + "1880 34 39 40350 50 10 0.04 0.39 \n", + "1963 36 27 59641 85 10 0.03 0.32 \n", + "1981 9 9 35650 36 10 0.07 0.38 \n", + "1991 9 9 80070 110 10 0.16 0.37 \n", + "1992 25 17 72600 107 10 0.08 0.51 \n", + "\n", + " racepctblack racePctWhite racePctAsian ... LandArea PopDens \\\n", + "16 0.40 0.63 0.14 ... 0.06 0.39 \n", + "23 0.04 0.89 0.09 ... 0.16 0.12 \n", + "33 0.51 0.58 0.04 ... 0.14 0.11 \n", + "68 0.23 0.39 0.09 ... 0.01 0.73 \n", + "74 0.08 0.85 0.04 ... 0.07 0.21 \n", + "... ... ... ... ... ... ... \n", + "1880 0.39 0.65 0.09 ... 0.03 0.28 \n", + "1963 0.61 0.47 0.09 ... 0.01 0.47 \n", + "1981 0.17 0.84 0.11 ... 0.09 0.13 \n", + "1991 0.25 0.69 0.04 ... 0.08 0.32 \n", + "1992 0.06 0.87 0.22 ... 0.03 0.38 \n", + "\n", + " PctUsePubTrans PolicCars PolicOperBudg LemasPctPolicOnPatr \\\n", + "16 0.84 0.06 0.06 0.91 \n", + "23 0.07 0.04 0.01 0.81 \n", + "33 0.19 0.05 0.01 0.75 \n", + "68 0.28 0 0.02 0.64 \n", + "74 0.04 0.02 0.01 0.7 \n", + "... ... ... ... ... \n", + "1880 0.32 0.02 0.01 0.85 \n", + "1963 0.42 0.07 0.08 0.49 \n", + "1981 0.17 0.02 0.01 0.72 \n", + "1991 0.18 0.08 0.06 0.78 \n", + "1992 0.33 0.02 0.02 0.79 \n", + "\n", + " LemasGangUnitDeploy LemasPctOfficDrugUn PolicBudgPerPop \\\n", + "16 0.5 0.88 0.26 \n", + "23 1 0.56 0.09 \n", + "33 0 0.60 0.1 \n", + "68 0 1.00 0.23 \n", + "74 1 0.44 0.11 \n", + "... ... ... ... \n", + "1880 0 0.99 0.19 \n", + "1963 0 0.37 1 \n", + "1981 0 0.62 0.15 \n", + "1991 0 0.91 0.28 \n", + "1992 0 0.22 0.18 \n", + "\n", + " ViolentCrimesPerPop \n", + "16 0.49 \n", + "23 0.63 \n", + "33 0.31 \n", + "68 0.50 \n", + "74 0.14 \n", + "... ... \n", + "1880 0.22 \n", + "1963 0.45 \n", + "1981 0.07 \n", + "1991 0.23 \n", + "1992 0.19 \n", + "\n", + "[123 rows x 128 columns]" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import sklearn\n", + "from sklearn.preprocessing import PolynomialFeatures, LabelEncoder\n", + "from sklearn.linear_model import LinearRegression, Ridge, RidgeCV\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.metrics import mean_squared_error\n", + "\n", + "col_names = [\n", + "\"state\",\n", + "\"county\",\n", + "\"community\",\n", + "\"communityname\",\n", + "\"fold\",\n", + "\"population\",\n", + "\"householdsize\",\n", + "\"racepctblack\",\n", + "\"racePctWhite\",\n", + "\"racePctAsian\",\n", + "\"racePctHisp\",\n", + "\"agePct12t21\",\n", + "\"agePct12t29\",\n", + "\"agePct16t24\",\n", + "\"agePct65up\",\n", + "\"numbUrban\",\n", + "\"pctUrban\",\n", + "\"medIncome\",\n", + "\"pctWWage\",\n", + "\"pctWFarmSelf\",\n", + "\"pctWInvInc\",\n", + "\"pctWSocSec\",\n", + "\"pctWPubAsst\",\n", + "\"pctWRetire\",\n", + "\"medFamInc\",\n", + "\"perCapInc\",\n", + "\"whitePerCap\",\n", + "\"blackPerCap\",\n", + "\"indianPerCap\",\n", + "\"AsianPerCap\",\n", + "\"OtherPerCap\",\n", + "\"HispPerCap\",\n", + "\"NumUnderPov\",\n", + "\"PctPopUnderPov\",\n", + "\"PctLess9thGrade\",\n", + "\"PctNotHSGrad\",\n", + "\"PctBSorMore\",\n", + "\"PctUnemployed\",\n", + "\"PctEmploy\",\n", + "\"PctEmplManu\",\n", + "\"PctEmplProfServ\",\n", + "\"PctOccupManu\",\n", + "\"PctOccupMgmtProf\",\n", + "\"MalePctDivorce\",\n", + "\"MalePctNevMarr\",\n", + "\"FemalePctDiv\",\n", + "\"TotalPctDiv\",\n", + "\"PersPerFam\",\n", + "\"PctFam2Par\",\n", + "\"PctKids2Par\",\n", + "\"PctYoungKids2Par\",\n", + "\"PctTeen2Par\",\n", + "\"PctWorkMomYoungKids\",\n", + "\"PctWorkMom\",\n", + "\"NumIlleg\",\n", + "\"PctIlleg\",\n", + "\"NumImmig\",\n", + "\"PctImmigRecent\",\n", + "\"PctImmigRec5\",\n", + "\"PctImmigRec8\",\n", + "\"PctImmigRec10\",\n", + "\"PctRecentImmig\",\n", + "\"PctRecImmig5\",\n", + "\"PctRecImmig8\",\n", + "\"PctRecImmig10\",\n", + "\"PctSpeakEnglOnly\",\n", + "\"PctNotSpeakEnglWell\",\n", + "\"PctLargHouseFam\",\n", + "\"PctLargHouseOccup\",\n", + "\"PersPerOccupHous\",\n", + "\"PersPerOwnOccHous\",\n", + "\"PersPerRentOccHous\",\n", + "\"PctPersOwnOccup\",\n", + "\"PctPersDenseHous\",\n", + "\"PctHousLess3BR\",\n", + "\"MedNumBR\",\n", + "\"HousVacant\",\n", + "\"PctHousOccup\",\n", + "\"PctHousOwnOcc\",\n", + "\"PctVacantBoarded\",\n", + "\"PctVacMore6Mos\",\n", + "\"MedYrHousBuilt\",\n", + "\"PctHousNoPhone\",\n", + "\"PctWOFullPlumb\",\n", + "\"OwnOccLowQuart\",\n", + "\"OwnOccMedVal\",\n", + "\"OwnOccHiQuart\",\n", + "\"RentLowQ\",\n", + "\"RentMedian\",\n", + "\"RentHighQ\",\n", + "\"MedRent\",\n", + "\"MedRentPctHousInc\",\n", + "\"MedOwnCostPctInc\",\n", + "\"MedOwnCostPctIncNoMtg\",\n", + "\"NumInShelters\",\n", + "\"NumStreet\",\n", + "\"PctForeignBorn\",\n", + "\"PctBornSameState\",\n", + "\"PctSameHouse85\",\n", + "\"PctSameCity85\",\n", + "\"PctSameState85\",\n", + "\"LemasSwornFT\",\n", + "\"LemasSwFTPerPop\",\n", + "\"LemasSwFTFieldOps\",\n", + "\"LemasSwFTFieldPerPop\",\n", + "\"LemasTotalReq\",\n", + "\"LemasTotReqPerPop\",\n", + "\"PolicReqPerOffic\",\n", + "\"PolicPerPop\",\n", + "\"RacialMatchCommPol\",\n", + "\"PctPolicWhite\",\n", + "\"PctPolicBlack\",\n", + "\"PctPolicHisp\",\n", + "\"PctPolicAsian\",\n", + "\"PctPolicMinor\",\n", + "\"OfficAssgnDrugUnits\",\n", + "\"NumKindsDrugsSeiz\",\n", + "\"PolicAveOTWorked\",\n", + "\"LandArea\",\n", + "\"PopDens\",\n", + "\"PctUsePubTrans\",\n", + "\"PolicCars\",\n", + "\"PolicOperBudg\",\n", + "\"LemasPctPolicOnPatr\",\n", + "\"LemasGangUnitDeploy\",\n", + "\"LemasPctOfficDrugUn\",\n", + "\"PolicBudgPerPop\",\n", + "\"ViolentCrimesPerPop\"]\n", + "\n", + "df = pd.read_csv('communities.data',names=col_names)\n", + "df = df.replace('?',None)\n", + "df = df.dropna(axis='rows')\n", + "\n", + "le = LabelEncoder()\n", + "le.fit(df['communityname'].unique())\n", + "df['communityname'] = le.transform(df['communityname'])\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "9c0f6f6d", + "metadata": {}, + "outputs": [], + "source": [ + "X = df.loc[:,df.columns != 'ViolentCrimesPerPop']\n", + "y = df['ViolentCrimesPerPop']" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "2bdc2e77", + "metadata": {}, + "outputs": [], + "source": [ + "X_train, X_test, y_train, y_test = train_test_split(poly_features, y, test_size=0.3)" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "2bbd2ddb", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/tonywesoly/.local/lib/python3.8/site-packages/sklearn/linear_model/_ridge.py:251: UserWarning: Singular matrix in solving dual problem. Using least-squares solution instead.\n", + " warnings.warn(\n" + ] + }, + { + "data": { + "text/plain": [ + "1.1533542718655332" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ridgecv = RidgeCV(alphas=np.arange(1, 100, 5), scoring='r2', cv=10)\n", + "ridgecv.fit(X, y)\n", + "ridge = Ridge(alpha=ridgecv.alpha_)\n", + "ridge.fit(X_train, y_train)\n", + "ridge_y_predicted = ridge.predict(X_test)\n", + "ridge_rmse = np.sqrt(mean_squared_error(y_test, ridge_y_predicted))\n", + "ridge_rmse" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "dbfe728b", + "metadata": {}, + "outputs": [], + "source": [ + "#poly = PolynomialFeatures(degree=11, include_bias=False)\n", + "#poly_features = poly.fit_transform(X)" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "3be15622", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1.6511181528162753" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "poly_reg_model = LinearRegression()\n", + "poly_reg_model.fit(X_train,y_train)\n", + "poly_reg_y_predicted = poly_reg_model.predict(X_test)\n", + "poly_reg_rmse = np.sqrt(mean_squared_error(y_test, poly_reg_y_predicted))\n", + "poly_reg_rmse" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "4ab0949a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.3085495600528652" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.3, random_state=42)\n", + "lin_reg_model = LinearRegression()\n", + "lin_reg_model.fit(X_train, y_train)\n", + "lin_reg_y_predicted = lin_reg_model.predict(X_test)\n", + "lin_reg_rmse = np.sqrt(mean_squared_error(y_test, lin_reg_y_predicted))\n", + "lin_reg_rmse" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "99365180", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0e0b2f8e", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/cw_7/communities.data b/cw_7/communities.data new file mode 100644 index 0000000..f2ccdb2 --- /dev/null +++ b/cw_7/communities.data @@ -0,0 +1,1994 @@ +8,?,?,Lakewoodcity,1,0.19,0.33,0.02,0.9,0.12,0.17,0.34,0.47,0.29,0.32,0.2,1,0.37,0.72,0.34,0.6,0.29,0.15,0.43,0.39,0.4,0.39,0.32,0.27,0.27,0.36,0.41,0.08,0.19,0.1,0.18,0.48,0.27,0.68,0.23,0.41,0.25,0.52,0.68,0.4,0.75,0.75,0.35,0.55,0.59,0.61,0.56,0.74,0.76,0.04,0.14,0.03,0.24,0.27,0.37,0.39,0.07,0.07,0.08,0.08,0.89,0.06,0.14,0.13,0.33,0.39,0.28,0.55,0.09,0.51,0.5,0.21,0.71,0.52,0.05,0.26,0.65,0.14,0.06,0.22,0.19,0.18,0.36,0.35,0.38,0.34,0.38,0.46,0.25,0.04,0,0.12,0.42,0.5,0.51,0.64,0.03,0.13,0.96,0.17,0.06,0.18,0.44,0.13,0.94,0.93,0.03,0.07,0.1,0.07,0.02,0.57,0.29,0.12,0.26,0.2,0.06,0.04,0.9,0.5,0.32,0.14,0.2 +53,?,?,Tukwilacity,1,0,0.16,0.12,0.74,0.45,0.07,0.26,0.59,0.35,0.27,0.02,1,0.31,0.72,0.11,0.45,0.25,0.29,0.39,0.29,0.37,0.38,0.33,0.16,0.3,0.22,0.35,0.01,0.24,0.14,0.24,0.3,0.27,0.73,0.57,0.15,0.42,0.36,1,0.63,0.91,1,0.29,0.43,0.47,0.6,0.39,0.46,0.53,0,0.24,0.01,0.52,0.62,0.64,0.63,0.25,0.27,0.25,0.23,0.84,0.1,0.16,0.1,0.17,0.29,0.17,0.26,0.2,0.82,0,0.02,0.79,0.24,0.02,0.25,0.65,0.16,0,0.21,0.2,0.21,0.42,0.38,0.4,0.37,0.29,0.32,0.18,0,0,0.21,0.5,0.34,0.6,0.52,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.12,0.45,?,?,?,?,0,?,0.67 +24,?,?,Aberdeentown,1,0,0.42,0.49,0.56,0.17,0.04,0.39,0.47,0.28,0.32,0,0,0.3,0.58,0.19,0.39,0.38,0.4,0.84,0.28,0.27,0.29,0.27,0.07,0.29,0.28,0.39,0.01,0.27,0.27,0.43,0.19,0.36,0.58,0.32,0.29,0.49,0.32,0.63,0.41,0.71,0.7,0.45,0.42,0.44,0.43,0.43,0.71,0.67,0.01,0.46,0,0.07,0.06,0.15,0.19,0.02,0.02,0.04,0.05,0.88,0.04,0.2,0.2,0.46,0.52,0.43,0.42,0.15,0.51,0.5,0.01,0.86,0.41,0.29,0.3,0.52,0.47,0.45,0.18,0.17,0.16,0.27,0.29,0.27,0.31,0.48,0.39,0.28,0,0,0.14,0.49,0.54,0.67,0.56,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.21,0.02,?,?,?,?,0,?,0.43 +34,5,81440,Willingborotownship,1,0.04,0.77,1,0.08,0.12,0.1,0.51,0.5,0.34,0.21,0.06,1,0.58,0.89,0.21,0.43,0.36,0.2,0.82,0.51,0.36,0.4,0.39,0.16,0.25,0.36,0.44,0.01,0.1,0.09,0.25,0.31,0.33,0.71,0.36,0.45,0.37,0.39,0.34,0.45,0.49,0.44,0.75,0.65,0.54,0.83,0.65,0.85,0.86,0.03,0.33,0.02,0.11,0.2,0.3,0.31,0.05,0.08,0.11,0.11,0.81,0.08,0.56,0.62,0.85,0.77,1,0.94,0.12,0.01,0.5,0.01,0.97,0.96,0.6,0.47,0.52,0.11,0.11,0.24,0.21,0.19,0.75,0.7,0.77,0.89,0.63,0.51,0.47,0,0,0.19,0.3,0.73,0.64,0.65,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.39,0.28,?,?,?,?,0,?,0.12 +42,95,6096,Bethlehemtownship,1,0.01,0.55,0.02,0.95,0.09,0.05,0.38,0.38,0.23,0.36,0.02,0.9,0.5,0.72,0.16,0.68,0.44,0.11,0.71,0.46,0.43,0.41,0.28,0,0.74,0.51,0.48,0,0.06,0.25,0.3,0.33,0.12,0.65,0.67,0.38,0.42,0.46,0.22,0.27,0.2,0.21,0.51,0.91,0.91,0.89,0.85,0.4,0.6,0,0.06,0,0.03,0.07,0.2,0.27,0.01,0.02,0.04,0.05,0.88,0.05,0.16,0.19,0.59,0.6,0.37,0.89,0.02,0.19,0.5,0.01,0.89,0.87,0.04,0.55,0.73,0.05,0.14,0.31,0.31,0.3,0.4,0.36,0.38,0.38,0.22,0.51,0.21,0,0,0.11,0.72,0.64,0.61,0.53,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.09,0.02,?,?,?,?,0,?,0.03 +6,?,?,SouthPasadenacity,1,0.02,0.28,0.06,0.54,1,0.25,0.31,0.48,0.27,0.37,0.04,1,0.52,0.68,0.2,0.61,0.28,0.15,0.25,0.62,0.72,0.76,0.77,0.28,0.52,0.48,0.6,0.01,0.12,0.13,0.12,0.8,0.1,0.65,0.19,0.77,0.06,0.91,0.49,0.57,0.61,0.58,0.44,0.62,0.69,0.87,0.53,0.3,0.43,0,0.11,0.04,0.3,0.35,0.43,0.47,0.5,0.5,0.56,0.57,0.45,0.28,0.25,0.19,0.29,0.53,0.18,0.39,0.26,0.73,0,0.02,0.84,0.3,0.16,0.28,0.25,0.02,0.05,0.94,1,1,0.67,0.63,0.68,0.62,0.47,0.59,0.11,0,0,0.7,0.42,0.49,0.73,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.58,0.1,?,?,?,?,0,?,0.14 +44,7,41500,Lincolntown,1,0.01,0.39,0,0.98,0.06,0.02,0.3,0.37,0.23,0.6,0.02,0.81,0.42,0.5,0.23,0.68,0.61,0.21,0.54,0.43,0.47,0.44,0.4,0.24,0.86,0.24,0.36,0.01,0.11,0.29,0.41,0.36,0.28,0.54,0.44,0.53,0.33,0.49,0.25,0.34,0.28,0.28,0.42,0.77,0.81,0.79,0.74,0.57,0.62,0,0.13,0.01,0,0.02,0.02,0.1,0,0.01,0.01,0.03,0.73,0.05,0.12,0.13,0.42,0.54,0.24,0.65,0.03,0.46,0.5,0.01,0.89,0.57,0.09,0.49,0.38,0.05,0.05,0.37,0.38,0.39,0.26,0.35,0.42,0.35,0.46,0.44,0.31,0,0,0.15,0.81,0.77,0.91,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.08,0.06,?,?,?,?,0,?,0.03 +6,?,?,Selmacity,1,0.01,0.74,0.03,0.46,0.2,1,0.52,0.55,0.36,0.35,0,0,0.16,0.44,1,0.23,0.53,0.97,0.41,0.15,0.1,0.12,0.08,0.17,0.27,0.18,0.21,0.03,0.64,0.96,0.82,0.12,1,0.26,0.43,0.34,0.71,0.18,0.38,0.47,0.59,0.52,0.78,0.45,0.43,0.34,0.34,0.29,0.27,0.02,0.5,0.02,0.5,0.59,0.65,0.59,0.69,0.72,0.71,0.6,0.12,0.93,0.74,0.75,0.8,0.68,0.92,0.39,0.89,0.66,0,0.01,0.91,0.46,0.22,0.37,0.6,0.28,0.23,0.15,0.13,0.13,0.21,0.24,0.25,0.24,0.64,0.59,0.28,0,0,0.59,0.58,0.52,0.79,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.33,0,?,?,?,?,0,?,0.55 +21,?,?,Hendersoncity,1,0.03,0.34,0.2,0.84,0.02,0,0.38,0.45,0.28,0.48,0.04,1,0.17,0.47,0.36,0.34,0.55,0.48,0.43,0.21,0.23,0.23,0.19,0.1,0.26,0.29,0.22,0.04,0.45,0.52,0.59,0.17,0.55,0.43,0.59,0.36,0.64,0.29,0.62,0.26,0.66,0.67,0.37,0.51,0.55,0.58,0.47,0.65,0.64,0.02,0.29,0,0.12,0.09,0.07,0.13,0,0,0,0,0.99,0.01,0.12,0.12,0.35,0.38,0.33,0.5,0.1,0.64,0,0.04,0.72,0.49,0.05,0.49,0.5,0.57,0.22,0.07,0.07,0.08,0.14,0.17,0.16,0.15,0.38,0.13,0.36,0.01,0,0.01,0.78,0.48,0.79,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.17,0.04,?,?,?,?,0,?,0.53 +29,?,?,Claytoncity,1,0.01,0.4,0.06,0.87,0.3,0.03,0.9,0.82,0.8,0.39,0.02,1,0.54,0.59,0.22,0.86,0.42,0.02,0.31,0.85,0.89,0.94,0.11,0.09,0.33,0.17,0.8,0,0.11,0.04,0.03,1,0.11,0.44,0.2,1,0.02,0.96,0.3,0.85,0.39,0.36,0.31,0.65,0.73,0.78,0.67,0.72,0.71,0,0.07,0.01,0.41,0.44,0.52,0.48,0.22,0.21,0.22,0.19,0.85,0.03,0.09,0.06,0.15,0.34,0.05,0.48,0.03,0.58,0,0.02,0.72,0.38,0.07,0.47,0.04,0.01,0,0.63,0.71,0.79,0.44,0.42,0.47,0.41,0.23,0.27,0.28,0,0,0.22,0.42,0.34,0.23,0.09,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.47,0.11,?,?,?,?,0,?,0.15 +6,?,?,DalyCitycity,1,0.13,0.71,0.15,0.07,1,0.41,0.4,0.52,0.35,0.33,0.15,1,0.49,0.71,0.16,0.47,0.36,0.4,0.45,0.47,0.33,0.37,0.4,0.22,0.32,0.34,0.38,0.06,0.18,0.33,0.36,0.38,0.32,0.62,0.2,0.29,0.35,0.3,0.41,0.55,0.46,0.46,0.85,0.62,0.56,0.68,0.62,0.83,0.81,0.05,0.3,0.28,0.36,0.43,0.52,0.57,1,1,1,1,0,0.58,0.88,0.82,0.77,0.79,0.72,0.49,0.91,0.63,0,0.06,0.87,0.49,0.1,0.2,0.46,0.05,0.28,0.75,0.74,0.7,0.73,0.67,0.82,0.67,0.58,0.67,0.19,0.07,0.14,1,0.35,0.53,0.39,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,1,1,?,?,?,?,0,?,0.24 +36,?,?,RockvilleCentrevillage,1,0.02,0.46,0.08,0.91,0.07,0.1,0.34,0.36,0.22,0.57,0.04,1,0.72,0.53,0.23,0.74,0.63,0.17,0.59,0.8,0.72,0.71,0.36,0.7,0.43,0.35,0.41,0.01,0.07,0.18,0.19,0.72,0.18,0.51,0.18,0.67,0.13,0.79,0.18,0.4,0.24,0.22,0.59,0.85,0.87,0.89,0.78,0.31,0.39,0.01,0.14,0.01,0.11,0.17,0.21,0.27,0.05,0.07,0.08,0.1,0.82,0.08,0.34,0.31,0.5,0.64,0.2,0.72,0.09,0.41,0.5,0.02,0.89,0.62,0.07,0.43,0.06,0.02,0.09,0.74,0.76,0.79,0.45,0.54,0.65,0.49,0.39,0.51,0.68,0.01,0,0.2,0.88,0.91,0.9,0.93,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.63,1,?,?,?,?,0,?,0.08 +25,21,44105,Needhamtown,1,0.03,0.47,0.01,0.96,0.13,0.02,0.29,0.32,0.2,0.52,0.04,1,0.8,0.55,0.18,0.87,0.51,0.07,0.55,0.82,0.78,0.77,0.62,0.14,0.54,0.17,0.46,0.01,0.07,0.07,0.07,0.89,0.24,0.55,0.29,0.73,0.1,0.88,0.13,0.38,0.2,0.18,0.5,0.87,0.9,0.87,0.73,0.33,0.48,0,0.03,0.01,0.25,0.28,0.26,0.25,0.13,0.13,0.11,0.1,0.87,0.05,0.18,0.19,0.5,0.55,0.25,0.83,0.02,0.25,0.5,0.01,0.94,0.78,0,0.26,0.29,0.01,0.15,0.71,0.69,0.68,0.6,0.82,1,0.87,0.4,0.39,0.46,0,0,0.22,0.66,0.82,0.66,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.18,0.59,?,?,?,?,0,?,0.06 +55,87,30075,GrandChutetown,1,0.01,0.44,0,0.98,0.04,0.01,0.35,0.53,0.32,0.23,0.02,0.77,0.46,0.77,0.41,0.73,0.28,0.1,0.22,0.47,0.41,0.4,0.38,0.32,0.09,0.13,0.75,0,0.07,0.2,0.22,0.42,0.13,0.76,0.67,0.24,0.42,0.47,0.37,0.39,0.27,0.32,0.47,0.88,0.92,0.88,0.82,0.56,0.6,0,0.08,0,0.08,0.06,0.25,0.22,0.01,0,0.02,0.01,0.96,0.05,0.14,0.14,0.45,0.63,0.19,0.65,0.04,0.45,0.5,0.01,0.92,0.55,0.05,0.21,0.85,0.08,0.07,0.19,0.18,0.18,0.35,0.32,0.32,0.29,0.16,0.35,0.26,0.01,0,0.03,0.86,0.43,0.47,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.04,0,?,?,?,?,0,?,0.09 +6,?,?,DanaPointcity,1,0.04,0.36,0.01,0.85,0.14,0.26,0.32,0.46,0.3,0.31,0.05,1,0.71,0.67,0.42,0.55,0.25,0.14,0.36,0.7,0.79,0.82,0.29,0.37,0.53,0.28,0.38,0.02,0.18,0.11,0.14,0.58,0.19,0.68,0.28,0.35,0.15,0.61,0.6,0.5,0.68,0.66,0.35,0.66,0.68,0.87,0.59,0.3,0.3,0.01,0.1,0.03,0.69,0.74,0.7,0.69,0.65,0.61,0.53,0.47,0.74,0.32,0.26,0.22,0.39,0.37,0.45,0.47,0.21,0.54,0.5,0.1,0.43,0.5,0,0.19,0.79,0.07,0.07,0.88,0.93,0.97,0.96,0.91,1,0.87,0.55,0.81,0.21,0,0.11,0.4,0.42,0.31,0.51,0.53,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.4,0.15,?,?,?,?,0,?,0.21 +19,187,91370,FortDodgecity,1,0.03,0.34,0.06,0.93,0.03,0.03,0.39,0.41,0.28,0.58,0,0,0.18,0.42,0.81,0.49,0.62,0.37,0.41,0.21,0.22,0.21,0.16,0.12,0.46,0.33,0.28,0.03,0.33,0.3,0.37,0.24,0.32,0.42,0.38,0.48,0.48,0.36,0.5,0.34,0.45,0.49,0.38,0.55,0.6,0.61,0.52,0.64,0.71,0.01,0.19,0,0.05,0.04,0.03,0.13,0,0,0,0.01,0.95,0.03,0.14,0.12,0.32,0.39,0.22,0.62,0.04,0.53,0.5,0.04,0.76,0.58,0.41,0.47,0.25,0.24,0.44,0.04,0.04,0.05,0.1,0.13,0.14,0.13,0.4,0.2,0.35,0.01,0,0.03,0.85,0.6,0.74,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.15,0.04,?,?,?,?,0,?,0.3 +36,1,1000,Albanycity,1,0.15,0.31,0.4,0.63,0.14,0.06,0.58,0.72,0.65,0.47,0.16,1,0.22,0.52,0.1,0.51,0.48,0.39,0.51,0.3,0.29,0.34,0.23,0.13,0.2,0.2,0.3,0.15,0.48,0.3,0.38,0.47,0.37,0.44,0.08,0.73,0.21,0.53,0.5,0.94,0.45,0.49,0.36,0.2,0.25,0.25,0.19,0.61,0.65,0.13,0.73,0.05,0.39,0.39,0.46,0.46,0.21,0.19,0.2,0.18,0.81,0.08,0.22,0.13,0.21,0.33,0.22,0.24,0.1,0.6,0,0.22,0.64,0.22,0.79,0.6,0,0.4,0.26,0.23,0.23,0.23,0.31,0.32,0.36,0.33,0.52,0.35,0.4,0.23,0.02,0.23,0.8,0.41,0.53,0.8,0.06,0.3,0.93,0.38,0.05,0.21,0.23,0.3,0.61,0.89,0.15,0.01,0.06,0.12,0.1,0.64,0.22,0.06,0.39,0.84,0.06,0.06,0.91,0.5,0.88,0.26,0.49 +34,27,17650,Denvilletownship,1,0.01,0.53,0.01,0.94,0.2,0.03,0.34,0.39,0.27,0.36,0.02,0.76,0.79,0.77,0.13,0.77,0.44,0.15,0.56,0.75,0.69,0.67,0.38,0,0.51,1,0.62,0,0.04,0.1,0.18,0.58,0.11,0.68,0.42,0.37,0.21,0.66,0.25,0.4,0.25,0.26,0.52,0.88,0.88,0.97,0.74,0.51,0.48,0,0.04,0.01,0.15,0.26,0.32,0.3,0.09,0.14,0.15,0.13,0.82,0.04,0.2,0.21,0.57,0.58,0.34,0.89,0.04,0.27,0.5,0.01,0.88,0.86,0.25,0.54,0.33,0.03,0.08,0.5,0.49,0.5,0.8,0.76,0.96,0.8,0.69,0.52,0.65,0,0,0.26,0.64,0.8,0.74,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0.21,?,?,?,?,0,?,0.07 +18,?,?,Valparaisocity,1,0.02,0.47,0.01,0.97,0.07,0.02,0.7,0.67,0.63,0.37,0,0,0.33,0.56,0.28,0.62,0.43,0.21,0.4,0.41,0.34,0.32,0.22,0.37,0.69,0.72,0.35,0.02,0.22,0.16,0.24,0.45,0.19,0.48,0.36,0.77,0.25,0.56,0.38,0.58,0.43,0.43,0.41,0.66,0.73,0.72,0.63,0.53,0.6,0.01,0.11,0,0.4,0.35,0.37,0.39,0.08,0.06,0.06,0.06,0.95,0.01,0.12,0.11,0.33,0.49,0.19,0.54,0.06,0.55,0.5,0.01,0.89,0.46,0.27,0.43,0.5,0.12,0.05,0.14,0.14,0.14,0.27,0.29,0.3,0.3,0.45,0.22,0.28,0,0,0.08,0.58,0.4,0.49,0.45,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.2,0.07,?,?,?,?,0,?,0.15 +42,129,66376,Rostravertownship,1,0,0.41,0.05,0.96,0.01,0.01,0.37,0.37,0.24,0.55,0.01,0.58,0.23,0.34,0.33,0.51,0.7,0.36,0.87,0.24,0.22,0.21,0.24,0.15,0,0,0.31,0.01,0.28,0.27,0.38,0.19,0.72,0.25,0.39,0.35,0.49,0.34,0.31,0.29,0.27,0.3,0.41,0.76,0.74,0.83,0.89,0.45,0.31,0,0.06,0,0,0,0,0,0,0,0,0,0.94,0.02,0.1,0.12,0.46,0.45,0.41,0.83,0.04,0.42,0.5,0.01,0.75,0.83,0.31,0.84,0.44,0.05,0.18,0.08,0.09,0.1,0.06,0.12,0.15,0.2,0.19,0.2,0.28,0,0,0.02,0.98,0.91,0.78,0.93,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.03,0.05,?,?,?,?,0,?,0.03 +6,?,?,Modestocity,1,0.25,0.54,0.05,0.71,0.48,0.3,0.42,0.48,0.28,0.32,0.26,1,0.33,0.55,0.37,0.37,0.39,0.64,0.44,0.32,0.29,0.32,0.23,0.17,0.17,0.24,0.3,0.19,0.34,0.34,0.43,0.24,0.59,0.43,0.38,0.41,0.43,0.36,0.6,0.35,0.68,0.67,0.6,0.6,0.61,0.64,0.61,0.3,0.3,0.08,0.22,0.14,0.31,0.45,0.57,0.64,0.28,0.36,0.41,0.42,0.64,0.35,0.43,0.39,0.56,0.54,0.6,0.47,0.39,0.48,0.5,0.15,0.83,0.49,0.09,0.16,0.73,0.14,0.28,0.31,0.31,0.31,0.4,0.4,0.45,0.4,0.65,0.59,0.21,0.12,0.09,0.38,0.58,0.31,0.48,0.73,0.03,0.08,0.96,0.12,0.05,0.11,0.35,0.08,0.8,0.82,0.04,0.19,0.19,0.18,0.05,0.57,0.36,0.09,0.46,0.05,0.09,0.05,0.88,0.5,0.76,0.13,0.34 +12,31,?,Jacksonvillecity,1,1,0.42,0.47,0.59,0.12,0.05,0.41,0.53,0.34,0.33,1,0.99,0.28,0.62,0.16,0.36,0.4,0.3,0.45,0.29,0.3,0.35,0.21,0.2,0.33,0.28,0.4,0.76,0.33,0.25,0.39,0.28,0.3,0.59,0.18,0.33,0.35,0.38,0.69,0.41,0.71,0.73,0.47,0.53,0.51,0.59,0.51,0.55,0.56,0.49,0.35,0.16,0.27,0.34,0.4,0.43,0.07,0.07,0.08,0.08,0.9,0.04,0.23,0.2,0.42,0.46,0.4,0.55,0.2,0.49,0.5,1,0.6,0.54,0.52,0.44,0.63,0.37,0.23,0.11,0.11,0.13,0.25,0.28,0.32,0.3,0.45,0.41,0.32,0.39,0.36,0.1,0.44,0.45,0.6,0.48,0.25,0.16,0.75,0.19,0.35,0.19,0.38,0.16,0.82,0.7,0.45,0.03,0.05,0.33,0.13,0.57,1,1,0.07,0.15,1,0.35,0.73,0,0.31,0.21,0.69 +41,?,?,KlamathFallscity,1,0.01,0.34,0.02,0.87,0.07,0.11,0.49,0.56,0.43,0.47,0,0,0.13,0.4,0.26,0.42,0.52,0.41,0.41,0.17,0.2,0.2,0.13,0.08,0.18,0.17,0.19,0.03,0.58,0.31,0.42,0.24,0.63,0.32,0.45,0.44,0.56,0.34,0.72,0.49,0.69,0.72,0.4,0.49,0.53,0.47,0.68,0.37,0.48,0.01,0.2,0,0.48,0.55,0.59,0.56,0.14,0.14,0.13,0.12,0.9,0.1,0.23,0.18,0.32,0.37,0.32,0.38,0.18,0.71,0,0.03,0.68,0.38,0.33,0.4,0.23,0.54,0.29,0.06,0.06,0.08,0.14,0.17,0.18,0.16,0.54,0.38,0.42,0.05,0,0.12,0.41,0.37,0.51,0.45,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.09,0.06,?,?,?,?,0,?,0.21 +19,193,93926,SiouxCitycity,1,0.11,0.43,0.04,0.89,0.09,0.06,0.45,0.48,0.31,0.46,0.13,1,0.22,0.52,0.44,0.49,0.56,0.41,0.39,0.25,0.25,0.25,0.16,0.07,0.2,0.19,0.22,0.1,0.36,0.29,0.37,0.27,0.33,0.53,0.43,0.47,0.44,0.33,0.48,0.39,0.48,0.5,0.49,0.59,0.61,0.51,0.66,0.68,0.71,0.05,0.26,0.02,0.49,0.59,0.62,0.64,0.11,0.11,0.11,0.1,0.92,0.09,0.27,0.24,0.43,0.48,0.35,0.64,0.12,0.56,0,0.09,0.8,0.61,0.45,0.43,0.19,0.34,0.25,0.05,0.04,0.05,0.14,0.17,0.18,0.17,0.44,0.2,0.43,0.05,0.01,0.09,0.72,0.58,0.72,0.64,0.01,0.11,0.98,0.14,0.03,0.14,0.37,0.11,0.84,0.96,0,0,0,0,0.02,0.86,0.29,0.16,0.12,0.07,0.04,0.01,0.81,1,0.56,0.09,0.63 +6,?,?,Delanocity,1,0.02,0.96,0.05,0,1,1,0.54,0.58,0.39,0.33,0,0,0.16,0.61,0.41,0.14,0.49,0.92,0.28,0.12,0.08,0.2,0.14,0.11,0.17,0.18,0.21,0.05,0.63,1,1,0.1,1,0.22,0.09,0.26,0.32,0.16,0.28,0.49,0.36,0.33,1,0.54,0.46,0.42,0.6,0.47,0.47,0.03,0.43,0.06,0.36,0.42,0.53,0.6,1,1,1,1,0,1,1,1,1,1,1,0.39,1,0.63,0,0.01,0.87,0.42,0.15,0.29,0.54,0.52,1,0.14,0.12,0.1,0.18,0.22,0.23,0.22,0.5,0.55,0.21,0,0,1,0.43,0.54,0.7,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.22,0.02,?,?,?,?,0,?,0.31 +8,?,?,Goldencity,1,0,0.33,0.02,0.91,0.16,0.09,0.55,0.63,0.53,0.31,0.02,1,0.29,0.64,0.6,0.57,0.3,0.15,0.41,0.32,0.34,0.34,0.27,0.15,0.15,0.3,0.35,0.01,0.3,0.11,0.18,0.54,0.3,0.56,0.33,0.53,0.31,0.58,0.6,0.73,0.66,0.64,0.28,0.58,0.6,0.75,0.59,0.65,0.67,0,0.07,0,0.79,0.77,0.69,0.61,0.29,0.25,0.2,0.17,0.88,0.03,0.08,0.08,0.24,0.3,0.23,0.49,0.09,0.61,0,0.02,0.7,0.47,0.1,0.34,0.65,0.19,0.18,0.22,0.2,0.21,0.32,0.31,0.33,0.28,0.55,0.59,0.39,0,0,0.15,0.34,0.31,0.36,0.44,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0.16,?,?,?,?,0,?,0.12 +6,?,?,Gardenacity,1,0.06,0.49,0.46,0,1,0.43,0.35,0.5,0.32,0.34,0.08,1,0.35,0.68,0.16,0.36,0.36,0.38,0.34,0.34,0.32,0.32,0.38,0.17,0.37,0.28,0.33,0.04,0.25,0.35,0.46,0.25,0.35,0.57,0.62,0.23,0.42,0.32,0.55,0.59,0.65,0.62,0.58,0.47,0.47,0.61,0.46,0.56,0.49,0.05,0.49,0.1,0.39,0.47,0.59,0.65,0.8,0.84,0.96,0.97,0.26,0.67,0.46,0.4,0.51,0.48,0.56,0.3,0.81,0.79,0,0.05,0.83,0.33,0.08,0.12,0.42,0.15,0.34,0.54,0.52,0.5,0.6,0.57,0.63,0.56,0.62,0.48,0.11,0,0,0.87,0.39,0.57,0.82,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.79,0.21,?,?,?,?,0,?,0.84 +39,29,61798,Perrytownship,1,0.01,0.37,0.01,0.99,0.02,0.01,0.35,0.38,0.23,0.59,0,0,0.23,0.38,0.39,0.51,0.64,0.35,0.63,0.24,0.23,0.22,0.23,0.25,0.48,0.2,0.51,0.02,0.32,0.3,0.45,0.16,0.34,0.37,0.78,0.35,0.71,0.25,0.51,0.25,0.47,0.5,0.4,0.65,0.68,0.76,0.59,0.27,0.42,0,0.06,0,0.18,0.13,0.11,0.09,0.02,0.01,0.01,0.01,0.95,0.01,0.13,0.13,0.38,0.41,0.32,0.66,0.03,0.4,0.5,0.02,0.82,0.64,0.3,0.61,0.27,0.33,0.32,0.07,0.06,0.07,0.13,0.14,0.13,0.17,0.42,0.27,0.26,0,0,0.04,0.82,0.63,0.82,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.09,0,?,?,?,?,0,?,0.1 +54,?,?,Beckleycity,1,0.01,0.27,0.43,0.64,0.08,0.01,0.36,0.33,0.22,0.74,0,0,0.12,0.1,0.11,0.39,0.84,0.48,0.82,0.21,0.25,0.27,0.16,0.28,1,0,0.86,0.03,0.57,0.46,0.49,0.3,0.54,0.13,0.05,0.77,0.18,0.57,0.61,0.33,0.58,0.63,0.35,0.41,0.44,0.42,0.55,0.23,0.4,0.01,0.29,0,0.1,0.1,0.13,0.14,0.01,0.01,0.01,0.01,0.94,0.03,0.16,0.13,0.26,0.26,0.3,0.53,0.07,0.53,0.5,0.06,0.5,0.54,0.3,0.85,0.29,0.48,0.22,0.07,0.07,0.09,0.1,0.14,0.16,0.15,0.62,0.36,0.26,0.01,0,0.05,0.82,0.68,0.79,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.17,0,?,?,?,?,0,?,0.49 +9,7,22490,EastHamptontown,1,0,0.5,0.01,0.98,0.02,0.02,0.31,0.4,0.23,0.25,0,0,0.6,0.83,0.25,0.63,0.26,0.12,0.31,0.58,0.48,0.46,0.41,0.08,0.39,0.38,0.41,0,0.01,0.18,0.27,0.44,0.22,0.81,0.52,0.47,0.27,0.57,0.41,0.35,0.38,0.4,0.47,0.83,0.83,0.79,0.81,0.7,0.82,0,0.04,0,0.22,0.16,0.19,0.16,0.04,0.02,0.03,0.02,0.94,0.02,0.14,0.15,0.51,0.55,0.29,0.81,0.04,0.38,0.5,0.02,0.57,0.77,0.04,0.74,0.48,0.07,0.23,0.43,0.42,0.39,0.43,0.49,0.6,0.54,0.28,0.63,0.35,0,0,0.07,0.71,0.68,0.64,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.02,0.08,?,?,?,?,0,?,0.02 +1,?,?,Cullmancity,1,0.01,0.3,0,0.99,0.02,0.01,0.38,0.37,0.27,0.74,0,0,0.16,0.24,0.24,0.41,0.73,0.53,0.49,0.21,0.25,0.24,0,0.12,0.29,0,0.04,0.02,0.45,0.62,0.61,0.26,0.24,0.27,0.45,0.37,0.5,0.42,0.54,0.22,0.54,0.57,0.28,0.63,0.63,0.75,0.6,0.35,0.54,0,0.05,0,1,0.81,0.87,0.74,0.02,0.01,0.02,0.01,0.98,0.02,0.06,0.06,0.27,0.33,0.23,0.53,0.05,0.46,0.5,0.01,0.8,0.5,0.1,0.38,0.54,0.37,0.07,0.1,0.1,0.11,0.06,0.09,0.11,0.12,0.58,0.25,0.28,0,0,0,0.82,0.54,0.72,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.07,0.01,?,?,?,?,0,?,0.16 +19,?,?,DesMoinescity,1,0.29,0.34,0.14,0.84,0.14,0.04,0.4,0.52,0.35,0.42,0.31,1,0.25,0.57,0.32,0.47,0.49,0.34,0.47,0.28,0.29,0.3,0.22,0.15,0.16,0.29,0.31,0.22,0.33,0.19,0.31,0.29,0.28,0.6,0.28,0.4,0.39,0.34,0.63,0.44,0.62,0.65,0.41,0.51,0.53,0.54,0.55,0.7,0.74,0.12,0.29,0.04,0.34,0.38,0.45,0.52,0.07,0.07,0.08,0.08,0.91,0.07,0.2,0.17,0.33,0.4,0.25,0.58,0.12,0.63,0,0.26,0.78,0.54,0.84,0.51,0.29,0.24,0.25,0.08,0.07,0.07,0.25,0.27,0.28,0.27,0.53,0.39,0.49,0.18,0.04,0.09,0.78,0.53,0.72,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.22,0.21,0.2,?,?,?,?,0,?,0.19 +1,?,?,Auburncity,1,0.04,0.37,0.32,0.7,0.21,0.02,1,1,1,0.14,0.05,1,0.02,0.77,0.57,0.47,0.13,0.11,0.16,0.32,0.17,0.19,0.16,0.07,0.21,0.14,0.22,0.11,1,0.18,0.18,0.82,0.42,0.23,0.19,1,0.25,0.67,0.09,1,0.16,0.13,0.38,0.55,0.53,0.59,0.54,0.68,0.69,0.03,0.69,0.01,1,0.91,0.86,0.8,0.29,0.23,0.2,0.17,0.9,0.05,0.14,0.07,0.25,0.41,0.22,0.24,0.14,0.71,0,0.06,0.66,0.21,0.07,0.24,0.77,0.27,0.1,0.16,0.16,0.18,0.18,0.21,0.26,0.21,1,0.16,0.24,0,0,0.12,0.49,0.12,0,0.15,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.09,0.01,?,?,?,?,0,?,0.15 +51,680,47672,Lynchburgcity,1,0.09,0.43,0.51,0.58,0.04,0.01,0.58,0.56,0.5,0.52,0.1,1,0.2,0.42,0.21,0.44,0.65,0.36,0.52,0.24,0.26,0.31,0.19,0.22,0.14,0.26,0.26,0.09,0.43,0.47,0.53,0.34,0.36,0.38,0.44,0.63,0.43,0.42,0.48,0.53,0.5,0.52,0.39,0.41,0.42,0.44,0.48,0.57,0.62,0.07,0.48,0.01,0.72,0.75,0.67,0.61,0.08,0.08,0.06,0.05,0.96,0.02,0.18,0.16,0.34,0.38,0.32,0.5,0.08,0.51,0.5,0.11,0.69,0.49,0.33,0.51,0.44,0.42,0.17,0.08,0.09,0.11,0.12,0.18,0.21,0.19,0.4,0.18,0.35,0.03,0,0.04,0.72,0.56,0.56,0.6,0.02,0.19,0.97,0.23,0.03,0.17,0.29,0.19,0.61,0.85,0.24,0,0,0.17,0.03,0.5,0.1,0.14,0.11,0.19,0.05,0.01,0.75,0,0.6,0.1,0.31 +6,?,?,FosterCitycity,1,0.03,0.36,0.06,0.6,1,0.11,0.31,0.46,0.26,0.2,0.04,1,0.8,0.84,0.33,0.72,0.14,0.08,0.31,0.78,0.8,0.85,0.64,0.49,0.5,0.64,0.82,0.01,0.06,0.05,0.05,0.77,0.16,0.81,0.28,0.3,0.09,0.73,0.52,0.47,0.54,0.54,0.41,0.79,0.82,0.92,0.74,0.67,0.62,0,0.07,0.04,0.44,0.48,0.5,0.52,0.7,0.66,0.63,0.6,0.56,0.22,0.17,0.15,0.4,0.51,0.28,0.57,0.14,0.53,0.5,0.03,0.84,0.52,0.01,0.1,0.75,0,0.2,1,1,1,1,1,1,0.96,0.38,0.82,0.22,0,0,0.67,0.38,0.38,0.45,0.46,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.63,0.22,?,?,?,?,0,?,0.08 +18,?,?,Evansvillecity,1,0.19,0.3,0.19,0.84,0.03,0.01,0.36,0.46,0.3,0.56,0.2,1,0.19,0.44,0.19,0.46,0.6,0.35,0.5,0.23,0.25,0.26,0.2,0.13,0.31,0.25,0.35,0.16,0.38,0.38,0.48,0.22,0.45,0.43,0.46,0.43,0.53,0.31,0.69,0.37,0.67,0.71,0.36,0.47,0.49,0.49,0.45,0.64,0.66,0.09,0.32,0.01,0.44,0.42,0.55,0.5,0.03,0.02,0.03,0.02,0.96,0.04,0.14,0.12,0.29,0.35,0.24,0.53,0.09,0.67,0,0.28,0.63,0.5,0.37,0.56,0.27,0.4,0.13,0.06,0.06,0.06,0.16,0.17,0.19,0.18,0.46,0.24,0.37,0.05,0.01,0.02,0.71,0.58,0.78,0.75,0.04,0.17,0.95,0.2,0.04,0.13,0.25,0.17,0.86,0.93,0.1,0,0,0.07,0.03,0.5,0.78,0.12,0.26,0.09,0.09,0.02,0.74,0,0.34,0.07,0.24 +6,?,?,LaVernecity,1,0.03,0.56,0.06,0.74,0.44,0.34,0.45,0.43,0.3,0.39,0.05,1,0.58,0.6,0.25,0.53,0.45,0.22,0.51,0.58,0.46,0.47,0.4,0.23,0.39,0.37,0.5,0.01,0.1,0.16,0.25,0.43,0.2,0.59,0.36,0.49,0.27,0.57,0.36,0.37,0.41,0.4,0.58,0.78,0.77,0.83,0.7,0.59,0.61,0.01,0.11,0.02,0.16,0.22,0.3,0.36,0.14,0.16,0.2,0.22,0.68,0.15,0.33,0.33,0.58,0.58,0.53,0.72,0.23,0.44,0.5,0.02,0.89,0.71,0.23,0.29,0.71,0.05,0.11,0.64,0.69,0.71,0.58,0.6,0.66,0.6,0.56,0.78,0.32,0,0,0.35,0.53,0.52,0.82,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.33,0.1,?,?,?,?,0,?,0.11 +41,?,?,Woodburncity,1,0.01,0.52,0.01,0.69,0.03,0.58,0.36,0.39,0.26,0.87,0,0,0.18,0.09,0.49,0.53,0.93,0.41,0.75,0.17,0.14,0.17,0.17,0.07,0.37,0.16,0.18,0.03,0.59,0.69,0.64,0.12,0.34,0.19,0.58,0.26,0.67,0.24,0.3,0.28,0.31,0.32,0.58,0.62,0.59,0.58,0.5,0.21,0.34,0.01,0.3,0.02,0.66,0.75,0.71,0.71,0.87,0.88,0.75,0.69,0.38,0.79,0.73,0.64,0.51,0.32,0.87,0.5,0.54,0.74,0,0.01,0.92,0.62,0.17,0.38,0.65,0.38,0.3,0.1,0.08,0.07,0.25,0.26,0.25,0.26,0.56,0.55,0.32,0.01,0,0.56,0.37,0.46,0.53,0.52,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.27,0.04,?,?,?,?,0,?,0.22 +40,?,?,Altuscity,1,0.02,0.5,0.24,0.65,0.1,0.22,0.48,0.6,0.41,0.34,0,0,0.17,0.5,0.88,0.36,0.43,0.48,0.51,0.16,0.18,0.2,0.18,0.15,0.32,0.15,0.2,0.03,0.48,0.36,0.42,0.27,0.5,0.45,0.1,0.54,0.29,0.39,0.47,0.3,0.51,0.51,0.49,0.65,0.63,0.67,0.66,0.4,0.38,0.01,0.23,0,0.37,0.41,0.44,0.54,0.08,0.08,0.08,0.09,0.82,0.07,0.22,0.22,0.48,0.41,0.58,0.39,0.21,0.5,0.5,0.06,0.44,0.44,0.26,0.74,0.44,0.65,0.39,0.06,0.06,0.08,0.15,0.21,0.23,0.21,0.34,0.39,0.32,0.01,0,0.09,0.38,0.33,0.34,0.08,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.14,0,?,?,?,?,0,?,0.13 +34,23,59280,Plainsborotownship,1,0.01,0.14,0.21,0.67,0.61,0.07,0.18,0.69,0.26,0.04,0,0,0.58,0.98,0.18,0.66,0,0.03,0,0.68,0.78,0.82,0.46,0,0.51,0.76,0.73,0,0.02,0.04,0.03,0.98,0.16,0.98,0.47,0.5,0.1,0.85,0.53,0.6,0.45,0.5,0.31,0.75,0.81,0.82,0.69,0.34,0.41,0,0.22,0.01,0.59,0.62,0.74,0.72,0.63,0.58,0.63,0.55,0.71,0.1,0.05,0.04,0.16,0.38,0.11,0.31,0.09,0.88,0,0.05,0.5,0.24,0.02,0.27,0.9,0.03,0.11,0.51,0.55,0.57,0.76,0.64,0.67,0.66,0.34,0.73,0.58,0,0,0.45,0.35,0.04,0,0.01,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.1,0.53,?,?,?,?,0,?,0.07 +34,29,40560,LittleEggHarbortownship,1,0.01,0.46,0.01,0.98,0.03,0.04,0.31,0.38,0.2,0.59,0,0,0.37,0.44,0.16,0.47,0.63,0.15,0.74,0.36,0.31,0.3,0.44,0.34,0.29,0.4,0.53,0,0.1,0.21,0.44,0.15,0.51,0.35,0.21,0.3,0.35,0.27,0.32,0.26,0.32,0.33,0.44,0.72,0.73,0.86,0.74,0.31,0.32,0,0.07,0,0,0,0.04,0.05,0,0,0.01,0.01,0.91,0.06,0.21,0.21,0.49,0.44,0.61,0.78,0.08,0.33,0.5,0.12,0,0.8,0.03,0.2,0.75,0.03,0.42,0.27,0.26,0.25,0.63,0.57,0.56,0.64,0.49,0.84,0.88,0,0,0.1,0.6,0.52,0.56,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.14,0.02,0.1,?,?,?,?,0,?,0.11 +44,7,22960,EastProvidencecity,1,0.06,0.37,0.08,0.88,0.03,0.03,0.31,0.42,0.26,0.62,0.08,1,0.32,0.46,0.2,0.5,0.65,0.33,0.63,0.35,0.32,0.31,0.35,0.15,0.24,0.35,0.34,0.03,0.17,0.49,0.58,0.24,0.33,0.49,0.61,0.43,0.59,0.32,0.39,0.39,0.41,0.42,0.45,0.67,0.68,0.74,0.66,0.63,0.72,0.01,0.13,0.05,0.17,0.16,0.16,0.22,0.17,0.15,0.14,0.16,0.62,0.31,0.19,0.17,0.39,0.53,0.22,0.6,0.08,0.58,0,0.04,0.86,0.52,0.12,0.49,0.33,0.1,0.2,0.3,0.29,0.26,0.25,0.36,0.42,0.34,0.49,0.54,0.53,0,0,0.44,0.67,0.78,0.86,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.31,0.2,?,?,?,?,0,?,0.06 +1,?,?,Fairfieldcity,1,0,0.45,1,0,0.01,0,0.43,0.41,0.27,0.57,0.02,1,0.16,0.38,0.1,0.16,0.71,0.44,0.61,0.19,0.16,0.23,0.23,0.27,0.69,0,0.16,0.02,0.54,0.39,0.5,0.26,0.56,0.33,0.27,0.66,0.45,0.35,0.58,0.42,0.66,0.66,0.52,0.3,0.31,0.38,0.24,0.81,0.83,0.01,0.39,0,0,0.24,0.2,0.63,0,0.01,0.01,0.02,0.95,0.02,0.33,0.31,0.45,0.47,0.44,0.56,0.14,0.5,0.5,0.02,0.66,0.55,0.67,0.44,0.38,0.3,0.23,0.07,0.07,0.08,0.03,0.11,0.13,0.15,0.49,0.39,0.49,0,0.01,0.01,0.93,0.69,0.88,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.3,0.15,?,?,?,?,0,?,0.8 +6,?,?,Carlsbadcity,1,0.09,0.37,0.02,0.85,0.19,0.25,0.29,0.4,0.24,0.43,0.1,1,0.56,0.56,0.31,0.64,0.42,0.18,0.6,0.55,0.57,0.58,0.55,0.31,0.52,0.26,0.35,0.04,0.17,0.14,0.15,0.58,0.27,0.6,0.3,0.39,0.18,0.64,0.57,0.4,0.63,0.62,0.35,0.68,0.7,0.83,0.58,0.41,0.47,0.02,0.17,0.05,0.47,0.5,0.53,0.54,0.42,0.39,0.38,0.35,0.72,0.24,0.2,0.18,0.38,0.38,0.41,0.53,0.19,0.54,0.5,0.12,0.67,0.54,0.04,0.13,0.85,0.05,0.13,0.64,0.69,0.71,0.72,0.71,0.89,0.72,0.64,0.84,0.21,0,1,0.37,0.35,0.2,0.39,0.44,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.14,0.15,?,?,?,?,0,?,0.22 +34,3,55950,Paramusborough,1,0.02,0.73,0.02,0.82,0.64,0.07,0.34,0.37,0.27,0.55,0.04,1,0.78,0.74,0.19,0.8,0.54,0.02,0.57,0.72,0.59,0.58,0.32,0.05,0.48,0.42,0.68,0.01,0.07,0.21,0.23,0.5,0.18,0.48,0.35,0.42,0.19,0.57,0.09,0.41,0.12,0.11,0.62,0.93,0.91,0.94,0.86,0,0.11,0,0.06,0.03,0.31,0.42,0.43,0.42,0.39,0.47,0.45,0.4,0.61,0.18,0.3,0.34,0.72,0.68,0.74,0.92,0.06,0.1,0.5,0,0.98,0.93,0,0.11,0.38,0.02,0.05,0.68,0.66,0.65,0.87,1,1,1,0.35,0.47,0.46,0.01,0,0.55,0.42,0.9,0.82,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.2,0.32,?,?,?,?,0,?,0.17 +8,?,?,FortCollinscity,1,0.12,0.41,0.02,0.9,0.15,0.13,0.72,0.79,0.73,0.21,0.14,1,0.25,0.73,0.52,0.6,0.22,0.16,0.24,0.35,0.28,0.28,0.21,0.14,0.24,0.23,0.27,0.13,0.44,0.12,0.12,0.7,0.34,0.56,0.35,0.68,0.21,0.58,0.36,0.73,0.43,0.41,0.42,0.7,0.74,0.8,0.6,0.52,0.55,0.01,0.11,0.03,0.93,0.85,0.79,0.77,0.29,0.23,0.2,0.17,0.86,0.06,0.15,0.12,0.37,0.47,0.29,0.46,0.09,0.52,0.5,0.09,0.83,0.42,0.06,0.3,0.73,0.14,0.18,0.19,0.18,0.16,0.32,0.31,0.34,0.28,0.75,0.48,0.4,0.02,0.02,0.13,0.32,0.21,0.27,0.29,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.18,0.07,?,?,?,?,0,?,0.16 +34,7,81740,Winslowtownship,1,0.03,0.67,0.45,0.61,0.07,0.05,0.38,0.5,0.25,0.24,0.03,0.68,0.47,0.71,0.27,0.38,0.34,0.2,0.35,0.42,0.3,0.31,0.32,0.31,0.46,0.22,0.29,0.02,0.18,0.27,0.41,0.27,0.32,0.58,0.28,0.51,0.4,0.44,0.38,0.42,0.46,0.44,0.65,0.72,0.68,0.83,0.57,0.56,0.62,0.02,0.34,0,0.19,0.27,0.35,0.3,0.03,0.04,0.05,0.04,0.9,0.07,0.33,0.35,0.66,0.68,0.49,0.83,0.1,0.33,0.5,0.04,0.71,0.81,0.37,0.83,0.79,0.13,0.22,0.23,0.22,0.22,0.37,0.4,0.48,0.45,0.66,0.61,0.96,0.07,0,0.07,0.51,0.58,0.57,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.17,0.04,0.34,?,?,?,?,0,?,0.2 +35,?,?,Artesiacity,1,0,0.47,0.03,0.69,0.01,0.72,0.42,0.41,0.24,0.5,0,0,0.18,0.28,0.49,0.34,0.65,0.45,0.31,0.21,0.18,0.21,0.15,0.14,0.06,0.18,0.22,0.02,0.57,0.65,0.62,0.18,0.45,0.3,0.13,0.38,0.54,0.36,0.4,0.24,0.43,0.43,0.54,0.64,0.59,0.46,0.68,0.13,0.23,0.01,0.27,0,0.35,0.3,0.38,0.37,0.09,0.07,0.08,0.07,0.46,0.35,0.34,0.32,0.51,0.46,0.59,0.63,0.28,0.44,0.5,0.03,0.44,0.66,0.28,0.94,0.48,0.66,0.28,0.05,0.05,0.06,0.05,0.11,0.13,0.1,0.3,0.19,0.22,0,0,0.11,0.52,0.67,0.77,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.11,0.02,?,?,?,?,0,?,0.12 +8,?,?,Littletoncity,1,0.04,0.32,0.02,0.95,0.08,0.09,0.34,0.43,0.26,0.38,0.05,1,0.37,0.62,0.19,0.59,0.38,0.16,0.48,0.44,0.45,0.44,0.48,0.19,0.26,0.31,0.39,0.02,0.18,0.08,0.15,0.58,0.26,0.62,0.31,0.47,0.2,0.6,0.59,0.37,0.67,0.66,0.38,0.62,0.68,0.7,0.62,0.68,0.71,0.01,0.09,0.01,0.3,0.37,0.37,0.43,0.06,0.07,0.06,0.07,0.91,0.06,0.15,0.13,0.34,0.45,0.2,0.59,0.08,0.49,0.5,0.04,0.77,0.52,0.03,0.25,0.65,0.12,0.07,0.23,0.21,0.22,0.29,0.31,0.37,0.29,0.53,0.52,0.24,0,0,0.09,0.33,0.43,0.45,0.54,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.23,0.14,?,?,?,?,0,?,0.11 +33,19,12900,Claremontcity,1,0.01,0.35,0.01,0.98,0.03,0.01,0.39,0.44,0.28,0.55,0,0,0.23,0.45,0.05,0.45,0.6,0.38,0.6,0.24,0.22,0.21,0.34,0.13,0.13,0,0.52,0.02,0.34,0.41,0.57,0.17,0.47,0.44,0.72,0.37,0.76,0.31,0.58,0.32,0.5,0.56,0.4,0.57,0.6,0.44,0.71,0.6,0.65,0.01,0.23,0,0.21,0.19,0.15,0.18,0.05,0.04,0.03,0.03,0.9,0.05,0.15,0.14,0.37,0.43,0.34,0.51,0.08,0.6,0,0.03,0.59,0.49,0.17,0.45,0.25,0.64,0.43,0.18,0.17,0.15,0.25,0.31,0.34,0.29,0.59,0.74,0.69,0,0,0.1,0.6,0.47,0.71,0.58,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.03,0.02,?,?,?,?,0,?,0.12 +18,?,?,Kokomocity,1,0.06,0.31,0.17,0.84,0.04,0.03,0.4,0.48,0.29,0.43,0.07,1,0.24,0.47,0.19,0.42,0.52,0.38,0.7,0.27,0.26,0.25,0.3,0.16,0.33,0.34,0.26,0.07,0.43,0.32,0.45,0.19,0.54,0.41,0.78,0.31,0.6,0.28,0.73,0.32,0.76,0.78,0.39,0.44,0.47,0.4,0.45,0.49,0.48,0.03,0.23,0,0.13,0.13,0.14,0.22,0.01,0.01,0.01,0.02,0.95,0.04,0.16,0.14,0.33,0.35,0.32,0.56,0.08,0.56,0,0.09,0.67,0.55,0.4,0.55,0.31,0.46,0.17,0.06,0.05,0.05,0.17,0.19,0.19,0.2,0.48,0.08,0.36,0.04,0,0.04,0.78,0.58,0.8,0.81,0.01,0.2,0.98,0.25,0.02,0.2,0.31,0.2,0.9,0.87,0.13,0.03,0,0.11,0.03,0.29,0.16,0.04,0.26,0.01,0.03,0.01,0.84,0.5,0.82,0.11,0.2 +6,?,?,Riversidecity,1,0.35,0.62,0.14,0.56,0.32,0.48,0.52,0.6,0.42,0.26,0.36,1,0.38,0.66,0.22,0.38,0.32,0.42,0.46,0.39,0.31,0.36,0.31,0.21,0.28,0.24,0.3,0.24,0.31,0.3,0.38,0.3,0.44,0.51,0.37,0.45,0.42,0.4,0.51,0.54,0.61,0.59,0.68,0.59,0.57,0.69,0.6,0.38,0.37,0.14,0.32,0.23,0.39,0.48,0.53,0.59,0.42,0.46,0.46,0.47,0.57,0.38,0.58,0.53,0.64,0.67,0.59,0.47,0.5,0.51,0.5,0.25,0.77,0.46,0.19,0.21,0.63,0.22,0.19,0.32,0.33,0.32,0.48,0.47,0.55,0.47,0.68,0.62,0.17,0.1,0.03,0.46,0.48,0.35,0.46,0.69,0.2,0.39,0.85,0.33,0.03,0.05,0.02,0.39,0.87,0.61,0.2,0.38,0.27,0.41,0.07,0.57,0.38,0.22,0.24,0.09,0.41,0.28,0.19,0.5,0.22,0.51,0.68 +34,7,57660,Pennsaukentownship,1,0.04,0.52,0.29,0.71,0.11,0.09,0.33,0.42,0.24,0.52,0.05,1,0.4,0.58,0.07,0.52,0.58,0.24,0.58,0.4,0.33,0.33,0.33,0.27,0.33,0.28,0.34,0.02,0.13,0.27,0.43,0.2,0.23,0.52,0.4,0.33,0.43,0.35,0.38,0.42,0.39,0.4,0.58,0.65,0.63,0.76,0.63,0.35,0.45,0.02,0.27,0.01,0.09,0.13,0.2,0.29,0.03,0.03,0.05,0.06,0.84,0.07,0.34,0.33,0.55,0.6,0.26,0.84,0.09,0.26,0.5,0.01,0.93,0.79,0.45,0.6,0.31,0.15,0.11,0.21,0.19,0.18,0.35,0.37,0.42,0.35,0.52,0.5,0.63,0,0,0.12,0.52,0.78,0.75,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.28,0.29,?,?,?,?,0,?,0.23 +34,5,45120,Medfordtownship,1,0.02,0.62,0.01,0.98,0.07,0.02,0.49,0.4,0.3,0.26,0.03,0.77,0.79,0.75,0.3,0.73,0.35,0.05,0.44,0.74,0.67,0.65,0.56,0.3,0.31,0.22,0.42,0,0.05,0.11,0.14,0.67,0.24,0.59,0.29,0.55,0.14,0.76,0.2,0.35,0.23,0.22,0.62,0.9,0.92,0.86,0.75,0.21,0.36,0,0.05,0,0.07,0.13,0.14,0.13,0.02,0.03,0.03,0.02,0.92,0.03,0.22,0.24,0.66,0.73,0.24,0.87,0.02,0.18,0.5,0.01,0.87,0.8,0.11,0.54,0.73,0.03,0,0.5,0.52,0.54,0.67,0.65,1,0.76,0.51,0.57,0.43,0,0,0.1,0.45,0.71,0.68,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.04,0.11,?,?,?,?,0,?,0.05 +39,?,?,Franklincity,1,0,0.47,0.02,0.99,0.01,0,0.45,0.54,0.35,0.34,0.02,1,0.23,0.49,0.3,0.28,0.5,0.49,0.53,0.24,0.18,0.17,0.41,0.05,0.18,0,0.32,0.02,0.43,0.63,0.7,0.08,0.53,0.38,0.78,0.17,0.77,0.15,0.55,0.28,0.63,0.62,0.47,0.59,0.6,0.46,0.6,0.31,0.4,0,0.12,0,0.29,0.22,0.18,0.27,0.01,0.01,0.01,0.01,0.97,0.02,0.18,0.19,0.5,0.51,0.5,0.51,0.1,0.47,0.5,0.01,0.9,0.52,0.39,0.43,0.44,0.41,0.07,0.1,0.09,0.08,0.14,0.18,0.19,0.21,0.45,0.21,0.29,0,0,0.02,0.72,0.6,0.67,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.11,0.01,?,?,?,?,0,?,0.1 +48,?,?,MineralWellscity,1,0.01,0.48,0.1,0.8,0.06,0.23,0.43,0.46,0.3,0.53,0,0,0.13,0.35,0.32,0.3,0.67,0.53,0.49,0.13,0.13,0.13,0.16,0.13,0.53,0.19,0.22,0.03,0.61,0.53,0.66,0.16,0.65,0.24,0.63,0.38,0.64,0.28,0.77,0.24,0.62,0.71,0.48,0.57,0.51,0.53,0.57,0.26,0.35,0.01,0.22,0,0.25,0.33,0.36,0.51,0.07,0.09,0.09,0.11,0.81,0.09,0.31,0.28,0.45,0.38,0.59,0.54,0.26,0.51,0.5,0.04,0.45,0.59,0.43,0.73,0.48,0.94,0.37,0.02,0.03,0.05,0.1,0.13,0.16,0.17,0.49,0.44,0.57,0,0,0.12,0.75,0.5,0.66,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.06,0.04,?,?,?,?,0,?,0.28 +6,?,?,Concordcity,1,0.16,0.44,0.05,0.76,0.53,0.21,0.37,0.49,0.3,0.29,0.18,1,0.5,0.7,0.21,0.52,0.29,0.31,0.45,0.49,0.43,0.44,0.39,0.25,0.33,0.33,0.44,0.07,0.16,0.12,0.18,0.42,0.25,0.69,0.2,0.32,0.26,0.47,0.57,0.45,0.69,0.66,0.47,0.62,0.65,0.71,0.54,0.51,0.6,0.03,0.13,0.11,0.46,0.54,0.62,0.63,0.45,0.47,0.49,0.45,0.69,0.2,0.26,0.24,0.47,0.47,0.49,0.51,0.24,0.46,0.5,0.09,0.86,0.53,0.05,0.13,0.58,0.08,0.05,0.51,0.51,0.52,0.65,0.6,0.7,0.6,0.65,0.65,0.19,0.03,0.01,0.42,0.49,0.42,0.54,0.62,0.02,0.11,0.97,0.14,0.04,0.15,0.41,0.11,0.76,0.91,0.02,0.07,0.26,0.09,0.03,0.64,0.34,0.08,0.32,0.56,0.07,0.03,0.79,1,0.57,0.13,0.22 +53,?,?,Centraliacity,1,0,0.34,0.01,0.95,0.06,0.06,0.4,0.44,0.28,0.58,0,0,0.17,0.28,0.22,0.41,0.68,0.53,0.5,0.2,0.19,0.18,0.16,0.09,0.35,0.32,0.21,0.02,0.43,0.32,0.46,0.15,0.44,0.33,0.36,0.3,0.54,0.25,0.78,0.31,0.75,0.8,0.4,0.46,0.49,0.51,0.47,0.33,0.34,0,0.14,0,0.04,0.32,0.36,0.35,0.01,0.06,0.06,0.06,0.92,0.06,0.23,0.19,0.34,0.36,0.37,0.46,0.16,0.6,0,0.02,0.76,0.47,0.21,0.48,0.27,0.4,0.16,0.08,0.07,0.07,0.17,0.19,0.2,0.18,0.51,0.23,0.35,0.01,0,0.09,0.59,0.42,0.56,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.17,0.05,?,?,?,?,0,?,0.22 +1,?,?,Huntsvillecity,1,0.24,0.37,0.48,0.58,0.13,0.02,0.44,0.55,0.38,0.31,0.25,0.99,0.34,0.67,0.33,0.51,0.32,0.21,0.58,0.38,0.38,0.45,0.22,0.19,0.35,0.5,0.5,0.16,0.3,0.22,0.3,0.54,0.33,0.57,0.43,0.46,0.23,0.66,0.52,0.45,0.57,0.56,0.42,0.58,0.58,0.67,0.53,0.52,0.54,0.09,0.28,0.04,0.41,0.45,0.53,0.52,0.11,0.11,0.12,0.1,0.92,0.04,0.17,0.16,0.38,0.45,0.32,0.54,0.12,0.44,0.5,0.25,0.72,0.51,0.1,0.25,0.6,0.28,0.14,0.15,0.16,0.18,0.24,0.25,0.28,0.26,0.31,0.15,0.22,0.17,0.09,0.11,0.54,0.51,0.6,0.49,0.05,0.16,0.94,0.21,0.05,0.12,0.23,0.16,0.53,0.9,0.14,0.01,0,0.1,0.05,0.5,0.22,0.48,0.08,0,0.25,0.04,0.94,0.5,0.51,0.12,0.55 +34,35,43620,Manvilleborough,1,0,0.4,0,0.98,0.05,0.03,0.26,0.42,0.24,0.56,0.02,1,0.43,0.53,0,0.57,0.67,0.25,0.86,0.45,0.38,0.36,0.08,0.33,0.35,0.25,0.49,0,0.1,0.44,0.48,0.13,0.22,0.57,0.62,0.29,0.59,0.22,0.43,0.47,0.32,0.38,0.44,0.66,0.67,0.84,0.55,0.57,0.74,0,0.09,0,0.3,0.37,0.33,0.33,0.14,0.15,0.12,0.11,0.79,0.12,0.17,0.17,0.44,0.5,0.29,0.7,0.08,0.44,0.5,0,0.91,0.66,0,0.44,0.31,0.12,0.3,0.39,0.35,0.31,0.52,0.52,0.57,0.57,0.51,0.59,0.81,0,0,0.19,0.68,0.85,0.84,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.36,0.07,?,?,?,?,0,?,0.05 +34,31,30570,Hawthorneborough,1,0.01,0.36,0.01,0.97,0.06,0.06,0.24,0.41,0.24,0.58,0.03,1,0.52,0.55,0.24,0.71,0.63,0.06,0.53,0.52,0.49,0.47,1,0.7,0.32,0.66,0.89,0,0.08,0.36,0.39,0.35,0.2,0.55,0.43,0.35,0.33,0.53,0.27,0.39,0.28,0.29,0.42,0.81,0.83,0.91,0.64,0.35,0.29,0,0.03,0.01,0.18,0.28,0.28,0.27,0.13,0.19,0.17,0.15,0.72,0.15,0.16,0.15,0.4,0.48,0.27,0.64,0.06,0.51,0.5,0.01,0.9,0.59,0.1,0.53,0.17,0.03,0.17,0.53,0.49,0.48,0.68,0.66,0.73,0.67,0.51,0.7,0.78,0,0,0.32,0.74,0.82,0.72,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.42,0.21,?,?,?,?,0,?,0.03 +51,790,75216,Stauntoncity,1,0.02,0.41,0.25,0.8,0.02,0.01,0.38,0.44,0.31,0.56,0,0,0.23,0.47,0.27,0.46,0.61,0.35,0.63,0.27,0.27,0.28,0.22,0.09,0.13,0.17,0.23,0.02,0.3,0.47,0.49,0.27,0.18,0.37,0.36,0.6,0.51,0.36,0.7,0.38,0.53,0.63,0.31,0.55,0.49,0.48,0.54,0.54,0.68,0.01,0.24,0,0.57,0.61,0.5,0.61,0.06,0.06,0.04,0.05,0.96,0.03,0.1,0.1,0.29,0.31,0.29,0.54,0.05,0.46,0.5,0.03,0.78,0.53,0.11,0.62,0.4,0.49,0.24,0.11,0.11,0.12,0.17,0.2,0.21,0.21,0.36,0.18,0.35,0.02,0,0.04,0.74,0.5,0.47,0.61,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.1,0.01,?,?,?,?,0,?,0.07 +41,?,?,LaGrandecity,1,0,0.38,0.01,0.93,0.12,0.04,0.61,0.57,0.49,0.47,0,0,0.16,0.49,0.61,0.47,0.47,0.37,0.36,0.23,0.18,0.18,0.18,0.09,0.13,0.29,0.3,0.02,0.5,0.22,0.32,0.3,0.47,0.38,0.26,0.66,0.52,0.43,0.55,0.45,0.5,0.54,0.42,0.57,0.65,0.56,0.64,0.66,0.57,0.01,0.2,0,0.82,0.9,0.95,0.81,0.13,0.12,0.12,0.09,0.93,0.03,0.24,0.19,0.35,0.42,0.31,0.45,0.12,0.59,0,0.01,0.79,0.43,0.14,0.37,0.4,0.41,0.36,0.06,0.05,0.06,0.13,0.15,0.15,0.14,0.47,0.22,0.44,0,0,0.06,0.53,0.39,0.48,0.53,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.24,0,?,?,?,?,0,?,0.07 +4,?,?,CasaGrandecity,1,0.01,0.59,0.1,0.64,0.05,0.64,0.48,0.5,0.31,0.34,0,0,0.24,0.56,0.59,0.3,0.44,0.49,0.34,0.22,0.21,0.24,0.17,0.08,0.5,0.21,0.26,0.03,0.46,0.51,0.48,0.21,0.51,0.48,0.43,0.41,0.55,0.33,0.59,0.35,0.63,0.63,0.67,0.52,0.48,0.4,0.66,0.49,0.5,0.02,0.34,0.01,0.19,0.29,0.33,0.39,0.06,0.08,0.09,0.09,0.56,0.19,0.5,0.47,0.62,0.62,0.61,0.54,0.42,0.55,0,0.05,0.48,0.55,0.18,0.3,0.75,0.65,0.1,0.11,0.11,0.11,0.23,0.25,0.26,0.26,0.53,0.41,0.54,0.03,0.09,0.14,0.42,0.38,0.56,0.43,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.07,0.04,?,?,?,?,0,?,0.57 +6,?,?,Banningcity,1,0.02,0.5,0.19,0.53,0.45,0.43,0.35,0.36,0.22,0.71,0,0,0.18,0.08,0.12,0.37,0.83,0.91,0.82,0.2,0.21,0.26,0.23,0.11,0.1,0.23,0.24,0.03,0.44,0.45,0.65,0.14,0.74,0.08,0.25,0.34,0.5,0.22,0.57,0.31,0.58,0.59,0.53,0.45,0.47,0.47,0.65,0.13,0.18,0.02,0.31,0.02,0.46,0.49,0.49,0.59,0.45,0.42,0.38,0.42,0.58,0.46,0.56,0.51,0.53,0.36,0.81,0.48,0.55,0.71,0,0.04,0.58,0.59,0.23,0.35,0.6,0.41,0.21,0.18,0.19,0.22,0.31,0.33,0.37,0.34,0.72,0.61,0.36,0.02,0,0.41,0.42,0.36,0.45,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.09,0.02,?,?,?,?,0,?,0.37 +6,?,?,ManhattanBeachcity,1,0.04,0.25,0.01,0.91,0.27,0.09,0.15,0.42,0.19,0.26,0.05,1,0.92,0.71,0.31,0.76,0.21,0.09,0.33,0.96,1,1,0.6,0.34,0.86,0.7,0.98,0.01,0.09,0.02,0.04,0.93,0.08,0.78,0.46,0.44,0.07,0.98,0.56,0.63,0.54,0.56,0.28,0.8,0.82,0.89,0.73,0.51,0.53,0,0.06,0.02,0.32,0.31,0.35,0.36,0.18,0.15,0.16,0.15,0.85,0.05,0.07,0.06,0.28,0.37,0.19,0.6,0.06,0.53,0.5,0.04,0.83,0.55,0.1,0.25,0.35,0.02,0.1,1,1,1,0.99,1,1,1,0.28,0.66,0.14,0,0,0.24,0.44,0.56,0.73,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.68,0.05,?,?,?,?,0,?,0.14 +37,?,?,Gastoniacity,1,0.07,0.42,0.48,0.61,0.04,0.01,0.43,0.48,0.32,0.47,0.09,1,0.24,0.51,0.23,0.31,0.55,0.44,0.45,0.26,0.26,0.3,0.2,0.23,0.3,0.23,0.34,0.07,0.37,0.59,0.66,0.24,0.31,0.5,0.84,0.23,0.77,0.31,0.62,0.38,0.62,0.65,0.44,0.42,0.38,0.38,0.43,0.56,0.58,0.06,0.48,0,0.26,0.33,0.55,0.58,0.02,0.02,0.03,0.03,0.97,0.03,0.22,0.21,0.44,0.43,0.46,0.48,0.16,0.55,0,0.06,0.8,0.49,0.23,0.4,0.52,0.36,0.13,0.09,0.1,0.13,0.12,0.18,0.23,0.23,0.35,0.32,0.4,0.05,0.03,0.03,0.77,0.59,0.8,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.15,0.05,?,?,?,?,0,?,0.61 +34,3,42750,Mahwahtownship,1,0.01,0.43,0.07,0.86,0.24,0.05,0.4,0.58,0.39,0.24,0.03,0.93,0.74,0.84,0.25,0.75,0.21,0.09,0.31,0.74,0.78,0.8,0.45,0.11,0.42,0.34,0.51,0,0.08,0.15,0.15,0.71,0.21,0.73,0.39,0.4,0.13,0.71,0.28,0.52,0.32,0.31,0.4,0.81,0.82,0.86,0.48,0.09,0.24,0,0.11,0.01,0.27,0.42,0.45,0.45,0.21,0.29,0.28,0.26,0.79,0.1,0.16,0.16,0.4,0.41,0.31,0.81,0.05,0.47,0.5,0.02,0.76,0.79,0.14,0.14,0.85,0.04,0.06,0.65,0.75,0.83,0.91,0.94,1,0.93,0.39,0.81,0.47,0,0,0.33,0.44,0.4,0.57,0.53,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.06,0.31,?,?,?,?,0,?,0.03 +34,23,58200,PerthAmboycity,1,0.05,0.59,0.23,0.39,0.09,1,0.45,0.55,0.37,0.45,0.07,1,0.28,0.51,0.16,0.32,0.55,0.5,0.45,0.28,0.21,0.24,0.27,0.16,0.31,0.27,0.32,0.06,0.4,1,0.89,0.11,0.75,0.47,0.76,0.28,1,0.17,0.49,0.61,0.55,0.55,0.72,0.42,0.4,0.33,0.37,0.58,0.58,0.06,0.67,0.07,0.39,0.5,0.57,0.61,0.69,0.77,0.8,0.78,0,1,0.62,0.56,0.63,0.62,0.66,0.24,0.52,0.67,0,0.04,0.8,0.27,0.39,0.57,0.17,0.59,0.97,0.3,0.3,0.29,0.41,0.44,0.49,0.46,0.6,0.66,0.97,0.01,0,0.75,0.44,0.57,0.75,0.63,0.01,0.28,0.98,0.31,0.01,0.08,0.08,0.28,0.36,0.84,0.04,0.23,0,0.18,0.04,0.79,0.31,0.01,0.73,0.28,0,0.02,0.64,0,1,0.23,0.5 +36,53,54837,Oneidacity,1,0,0.39,0.01,0.97,0.03,0.01,0.39,0.47,0.29,0.52,0,0,0.22,0.37,0.22,0.45,0.61,0.34,0.57,0.23,0.22,0.21,0.32,0.11,0.78,0.11,0.46,0.01,0.25,0.24,0.4,0.24,0.23,0.43,0.53,0.5,0.6,0.32,0.52,0.4,0.5,0.53,0.49,0.59,0.62,0.51,0.68,0.5,0.56,0.01,0.21,0,0.14,0.1,0.09,0.07,0.02,0.01,0.01,0.01,0.94,0.05,0.2,0.18,0.4,0.52,0.25,0.56,0.06,0.49,0.5,0.01,0.83,0.5,0.15,0.58,0,0.45,0.7,0.1,0.1,0.11,0.22,0.24,0.24,0.23,0.53,0.44,0.69,0,0,0.05,0.92,0.64,0.75,0.89,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.04,0.06,?,?,?,?,0,?,0.05 +29,?,?,Chesterfieldcity,1,0.04,0.57,0.05,0.91,0.22,0.02,0.46,0.38,0.25,0.25,0.06,1,0.91,0.75,0.47,0.88,0.28,0.03,0.37,0.9,0.79,0.78,0.64,0.26,0.47,0.55,1,0.01,0.04,0.1,0.09,0.88,0.07,0.6,0.46,0.46,0.04,0.86,0.16,0.31,0.19,0.18,0.57,0.95,0.96,0.91,0.9,0.21,0.25,0,0.04,0.01,0.44,0.42,0.41,0.43,0.18,0.15,0.14,0.13,0.88,0.04,0.18,0.2,0.59,0.68,0.17,0.85,0.02,0.25,1,0.05,0.75,0.77,0.02,0.26,0.81,0.01,0.03,0.45,0.44,0.45,0.61,0.58,0.69,0.61,0.39,0.3,0.1,0,0,0.17,0.49,0.52,0.51,0.36,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.11,0.02,?,?,?,?,0,?,0.04 +6,?,?,Petalumacity,1,0.05,0.46,0.02,0.88,0.2,0.17,0.35,0.4,0.24,0.36,0,0,0.48,0.62,0.3,0.56,0.4,0.22,0.54,0.48,0.41,0.41,0.36,0.36,0.34,0.24,0.39,0.02,0.1,0.15,0.22,0.39,0.2,0.66,0.26,0.39,0.33,0.47,0.54,0.38,0.6,0.59,0.49,0.69,0.73,0.82,0.53,0.57,0.6,0.01,0.09,0.03,0.31,0.3,0.34,0.35,0.19,0.16,0.17,0.16,0.81,0.14,0.24,0.22,0.49,0.5,0.46,0.61,0.14,0.4,0.5,0.02,0.91,0.61,0.06,0.28,0.67,0.06,0.13,0.55,0.53,0.52,0.59,0.63,0.76,0.64,0.6,0.68,0.22,0.04,0.06,0.26,0.61,0.46,0.53,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.29,0.24,?,?,?,?,0,?,0.21 +19,?,?,CedarFallscity,1,0.04,0.58,0.02,0.96,0.09,0.01,0.95,0.83,0.91,0.32,0.05,1,0.27,0.62,0.6,0.65,0.43,0.19,0.53,0.35,0.24,0.23,0.23,0.09,0.21,0.13,0.2,0.04,0.44,0.14,0.18,0.51,0.29,0.49,0.31,0.72,0.28,0.45,0.2,0.7,0.22,0.22,0.39,0.69,0.76,0.77,0.67,0.51,0.56,0.01,0.17,0.01,0.59,0.6,0.73,0.65,0.11,0.09,0.1,0.09,0.94,0.04,0.11,0.13,0.4,0.47,0.31,0.6,0.06,0.48,0.5,0.02,0.9,0.56,0.14,0.49,0.44,0.08,0.09,0.1,0.09,0.09,0.17,0.19,0.19,0.17,0.62,0.04,0.25,0,0,0.07,0.81,0.41,0.4,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.1,0.02,?,?,?,?,0,?,0.05 +9,9,34950,Guilfordtown,1,0.02,0.49,0.01,0.98,0.05,0.03,0.37,0.32,0.2,0.3,0,0.09,0.73,0.77,0.19,0.79,0.32,0.06,0.36,0.7,0.67,0.65,0.69,0.44,0.4,0.95,0.79,0,0.06,0.07,0.12,0.71,0.18,0.72,0.4,0.62,0.19,0.73,0.32,0.32,0.35,0.35,0.49,0.86,0.89,0.89,0.81,0.6,0.58,0,0.04,0.01,0.42,0.32,0.34,0.31,0.13,0.08,0.08,0.07,0.93,0.03,0.15,0.17,0.53,0.56,0.27,0.88,0.03,0.29,0.5,0.03,0.7,0.84,0.09,0.95,0.65,0.02,0,0.59,0.61,0.62,0.61,0.63,0.79,0.69,0.49,0.53,0.44,0,0,0.12,0.64,0.74,0.81,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.14,0.03,0.06,?,?,?,?,0,?,0.02 +9,9,46520,Meridentown,1,0.08,0.39,0.08,0.85,0.04,0.25,0.33,0.48,0.27,0.47,0.09,1,0.41,0.57,0.12,0.54,0.52,0.3,0.57,0.41,0.36,0.37,0.3,0.25,0.18,0.24,0.3,0.04,0.18,0.37,0.47,0.24,0.3,0.58,0.57,0.39,0.48,0.33,0.49,0.46,0.53,0.53,0.44,0.56,0.57,0.61,0.53,0.62,0.63,0.03,0.27,0.02,0.21,0.27,0.28,0.34,0.09,0.1,0.09,0.1,0.66,0.22,0.18,0.16,0.41,0.45,0.37,0.54,0.11,0.58,0,0.08,0.75,0.52,0.13,0.39,0.38,0.24,0.34,0.4,0.36,0.33,0.32,0.4,0.46,0.42,0.51,0.61,0.53,0.02,0.01,0.18,0.68,0.62,0.79,0.75,0.01,0.19,0.98,0.22,0.02,0.15,0.25,0.19,0.98,0.85,0.11,0.14,0,0.17,0.02,0.21,0.31,0.07,0.21,0.04,0.02,0.01,0.7,1,0.44,0.11,0.14 +25,1,82525,Yarmouthtown,1,0.02,0.21,0.02,0.97,0.02,0.02,0.21,0.26,0.16,1,0.03,0.99,0.26,0.12,0.15,0.57,0.92,0.33,1,0.29,0.34,0.33,0.11,0.17,0.16,0.21,0.26,0.02,0.24,0.08,0.22,0.35,0.51,0.21,0.12,0.34,0.27,0.36,0.36,0.29,0.45,0.43,0.19,0.44,0.55,0.51,0.4,0.44,0.54,0.01,0.15,0.01,0.33,0.31,0.3,0.3,0.12,0.1,0.09,0.08,0.88,0.04,0.1,0.09,0.23,0.19,0.32,0.66,0.05,0.58,0,0.34,0,0.69,0.02,0.74,0.65,0.06,0.05,0.4,0.37,0.36,0.5,0.58,0.61,0.65,0.9,0.65,0.58,0.01,0,0.15,0.7,0.58,0.67,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.07,0.05,?,?,?,?,0,?,0.18 +40,?,?,DelCitycity,1,0.02,0.41,0.21,0.72,0.11,0.05,0.46,0.48,0.31,0.38,0.04,1,0.23,0.55,0.16,0.4,0.44,0.27,0.8,0.22,0.2,0.22,0.15,0.14,0.18,0.26,0.3,0.03,0.39,0.18,0.39,0.14,0.51,0.47,0.3,0.24,0.51,0.25,0.61,0.28,0.68,0.68,0.44,0.53,0.53,0.55,0.54,0.53,0.63,0.02,0.31,0,0.12,0.13,0.17,0.23,0.02,0.02,0.03,0.03,0.92,0.06,0.19,0.19,0.45,0.39,0.57,0.58,0.18,0.46,0.5,0.08,0.37,0.62,1,0.73,0.52,0.29,0.47,0.06,0.05,0.04,0.18,0.2,0.22,0.23,0.55,0.18,0.24,0,0,0.08,0.65,0.65,0.82,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.26,0.02,?,?,?,?,0,?,0.12 +48,?,?,PortArthurcity,1,0.08,0.43,0.82,0.22,0.29,0.15,0.41,0.43,0.26,0.57,0.09,0.99,0.11,0.26,0.18,0.29,0.67,0.56,0.53,0.14,0.15,0.25,0.18,0.11,0.1,0.17,0.23,0.15,0.75,0.57,0.61,0.14,0.89,0.19,0.39,0.4,0.54,0.22,0.67,0.39,0.65,0.68,0.56,0.36,0.38,0.37,0.4,0.48,0.4,0.05,0.32,0.03,0.3,0.31,0.4,0.5,0.14,0.13,0.15,0.18,0.74,0.22,0.45,0.4,0.46,0.45,0.47,0.57,0.3,0.63,0,0.18,0.44,0.58,0.61,0.78,0.35,0.56,0.45,0.01,0.01,0.02,0.05,0.13,0.14,0.16,0.52,0.25,0.47,0.01,0,0.2,0.65,0.71,0.86,0.84,0.01,0.16,0.98,0.22,0.02,0.12,0.23,0.16,0.29,0.72,0.38,0.07,0,0.31,0.02,0.57,0.3,0.22,0.06,0.06,0.04,0.01,0.91,0.5,0.57,0.12,0.68 +8,?,?,Pueblocity,1,0.14,0.4,0.04,0.74,0.04,0.73,0.42,0.43,0.29,0.52,0.16,1,0.15,0.3,0.16,0.34,0.58,0.61,0.75,0.16,0.17,0.18,0.18,0.12,0.22,0.2,0.25,0.19,0.57,0.42,0.46,0.21,0.62,0.23,0.28,0.57,0.45,0.34,0.69,0.39,0.64,0.69,0.45,0.42,0.44,0.36,0.45,0.37,0.38,0.07,0.3,0.01,0.32,0.32,0.34,0.33,0.05,0.04,0.04,0.04,0.69,0.11,0.24,0.22,0.4,0.41,0.4,0.58,0.17,0.56,0,0.13,0.76,0.58,0.63,0.67,0.38,0.38,0.17,0.07,0.07,0.07,0.11,0.16,0.17,0.14,0.59,0.42,0.36,0.05,0.13,0.06,0.7,0.62,0.79,0.78,0.02,0.14,0.97,0.18,0.05,0.18,0.4,0.14,0.99,0.68,0,0.52,0,0.35,0.02,0.07,0.1,0.1,0.23,0.06,0.04,0.02,0.78,1,0.31,0.1,0.7 +8,?,?,Auroracity,1,0.34,0.35,0.22,0.73,0.23,0.12,0.37,0.52,0.28,0.19,0.35,1,0.36,0.78,0.29,0.48,0.19,0.17,0.41,0.36,0.35,0.36,0.29,0.18,0.24,0.35,0.41,0.15,0.19,0.08,0.14,0.42,0.26,0.77,0.19,0.34,0.26,0.44,0.69,0.4,0.76,0.76,0.45,0.56,0.61,0.64,0.55,0.67,0.72,0.1,0.25,0.08,0.34,0.37,0.44,0.49,0.13,0.13,0.14,0.14,0.86,0.09,0.17,0.15,0.38,0.45,0.32,0.53,0.13,0.57,0,0.57,0.55,0.5,0.21,0.43,0.79,0.17,0.1,0.18,0.16,0.14,0.32,0.33,0.39,0.33,0.4,0.54,0.24,0.03,0,0.16,0.29,0.34,0.3,0.38,0.07,0.14,0.91,0.19,0.29,0.45,1,0.14,0.75,0.89,0.06,0.09,0.09,0.11,0.08,0.79,0.33,0.39,0.14,0.23,0.18,0.09,0.92,0.5,0.61,0.15,0.75 +36,119,84000,Yonkerscity,1,0.29,0.42,0.27,0.64,0.18,0.31,0.33,0.45,0.28,0.55,0.3,1,0.41,0.48,0.12,0.49,0.58,0.44,0.54,0.43,0.42,0.47,0.29,0.14,0.42,0.25,0.33,0.19,0.28,0.38,0.45,0.34,0.4,0.44,0.26,0.55,0.3,0.46,0.33,0.54,0.41,0.39,0.52,0.47,0.46,0.51,0.45,0.22,0.24,0.19,0.5,0.25,0.29,0.36,0.43,0.44,0.41,0.44,0.49,0.46,0.47,0.37,0.35,0.31,0.44,0.51,0.43,0.3,0.31,0.72,0,0.18,0.84,0.29,0.24,0.55,0.27,0.33,0.41,0.6,0.61,0.59,0.39,0.44,0.54,0.41,0.44,0.56,0.69,0.15,0.02,0.6,0.68,0.81,0.77,0.81,0.1,0.28,0.89,0.32,0.05,0.11,0.12,0.28,0.65,0.88,0.13,0.06,0.04,0.13,0.11,0.64,0.49,0.05,0.87,1,0.21,0.14,0.69,0.5,0.61,0.34,0.3 +49,?,?,Ogdencity,1,0.09,0.43,0.05,0.81,0.11,0.22,0.47,0.54,0.38,0.47,0.1,1,0.2,0.44,0.22,0.42,0.53,0.47,0.62,0.22,0.19,0.2,0.19,0.12,0.21,0.21,0.24,0.09,0.44,0.26,0.43,0.25,0.54,0.41,0.41,0.31,0.5,0.35,0.74,0.39,0.64,0.71,0.54,0.51,0.56,0.55,0.59,0.57,0.56,0.03,0.21,0.02,0.36,0.43,0.46,0.54,0.1,0.1,0.1,0.11,0.82,0.11,0.46,0.39,0.44,0.48,0.4,0.51,0.21,0.6,0,0.16,0.55,0.5,1,0.59,0.29,0.35,0.24,0.09,0.08,0.08,0.13,0.18,0.2,0.17,0.39,0.39,0.32,0.12,0.14,0.11,0.66,0.54,0.67,0.63,0.01,0.13,0.98,0.17,0.02,0.14,0.33,0.13,0.79,0.95,0.02,0.02,0.17,0.05,0,0,0.48,0.07,0.2,0.16,0.1,0.01,0.8,1,0,0.1,0.24 +48,?,?,Vernoncity,1,0,0.42,0.21,0.65,0.04,0.28,0.44,0.42,0.3,0.65,0,0,0.15,0.29,0.88,0.39,0.76,0.28,0.38,0.17,0.15,0.18,0.1,0.17,0.15,0.21,0.22,0.02,0.52,0.69,0.69,0.18,0.33,0.32,0.27,0.85,0.51,0.28,0.56,0.36,0.43,0.5,0.45,0.65,0.57,0.64,0.6,0.76,0.78,0,0.16,0,0,0.25,0.52,0.51,0,0.03,0.06,0.05,0.79,0.11,0.28,0.24,0.37,0.35,0.43,0.59,0.21,0.6,0,0.04,0.37,0.61,0.42,0.76,0.38,0.67,0.9,0.02,0.03,0.05,0.07,0.11,0.13,0.16,0.41,0.32,0.61,0,0,0.05,0.82,0.64,0.69,0.88,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.12,0.02,?,?,?,?,0,?,1 +39,99,63968,Polandtownship,1,0.01,0.52,0,1,0.01,0.01,0.38,0.31,0.21,0.52,0.02,0.81,0.4,0.48,0.05,0.64,0.6,0.2,0.8,0.39,0.35,0.33,0,0.12,0,0.03,0.39,0,0.09,0.1,0.19,0.43,0.23,0.43,0.34,0.55,0.28,0.55,0.13,0.24,0.08,0.1,0.51,0.96,0.95,0.95,0.74,0.4,0.41,0,0.04,0,0.18,0.13,0.11,0.17,0.03,0.02,0.01,0.02,0.89,0.03,0.17,0.2,0.58,0.58,0.26,0.95,0.03,0.13,0.5,0,0.96,0.93,0.08,0.68,0.4,0.06,0.09,0.15,0.14,0.16,0.24,0.24,0.24,0.25,0.27,0.41,0.35,0,0,0.06,0.82,0.86,0.92,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.05,0,?,?,?,?,0,?,0 +46,27,66700,Vermillioncity,1,0,0.65,0.01,0.91,0.09,0.02,1,1,1,0.2,0,0,0.08,0.73,0.9,0.55,0.3,0.18,0.21,0.19,0.11,0.11,0.23,0.06,0.11,0.13,0.12,0.02,0.82,0.23,0.21,0.72,0.43,0.42,0.03,1,0.2,0.59,0.15,1,0.22,0.19,0.39,0.54,0.63,0.73,0.44,0.57,0.6,0,0.27,0,1,1,0.95,0.85,0.16,0.11,0.09,0.07,0.95,0.04,0.19,0.14,0.3,0.47,0.22,0.39,0.11,0.59,0,0.01,0.84,0.33,0.05,0.47,0.54,0.24,0,0.09,0.08,0.08,0.12,0.15,0.16,0.12,0.89,0.41,0.28,0,0,0.05,0.58,0.12,0,0.33,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.27,0,?,?,?,?,0,?,0.03 +29,?,?,Carthagecity,1,0,0.36,0.04,0.93,0.1,0.01,0.34,0.38,0.23,0.69,0,0,0.14,0.31,0.42,0.45,0.73,0.27,0.44,0.16,0.19,0.19,0.28,0.16,0.06,0,0.2,0.01,0.31,0.45,0.53,0.18,0.32,0.32,0.78,0.24,0.81,0.27,0.51,0.3,0.51,0.53,0.38,0.66,0.66,0.67,0.49,0.5,0.53,0,0.04,0,0.45,0.37,0.6,0.62,0.06,0.04,0.06,0.06,0.97,0.03,0.2,0.18,0.32,0.31,0.37,0.66,0.09,0.51,0.5,0.02,0.64,0.67,0.04,0.6,0.21,0.56,0.13,0.03,0.03,0.03,0.09,0.11,0.11,0.12,0.23,0.22,0.24,0,0,0.05,0.68,0.59,0.77,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.14,0.01,?,?,?,?,0,?,0.06 +4,?,?,LakeHavasuCitycity,1,0.02,0.34,0,0.97,0.03,0.07,0.24,0.25,0.14,0.88,0,0,0.28,0.24,0.11,0.55,0.82,0.16,0.98,0.26,0.32,0.31,0.29,0.17,0.13,0.15,0.27,0.02,0.2,0.17,0.35,0.2,0.15,0.3,0.25,0.21,0.36,0.27,0.49,0.13,0.42,0.47,0.2,0.7,0.69,0.8,0.6,0.64,0.62,0,0.06,0.01,0.12,0.12,0.14,0.12,0.04,0.03,0.03,0.03,0.91,0.06,0.12,0.13,0.35,0.31,0.44,0.68,0.12,0.46,0.5,0.15,0,0.7,0.01,0.28,0.83,0.21,0.14,0.18,0.17,0.18,0.34,0.34,0.41,0.36,0.48,0.55,0.18,0,0,0.13,0.02,0.3,0.23,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.05,0.02,?,?,?,?,0,?,0.08 +6,?,?,SealBeachcity,1,0.02,0.04,0.02,0.91,0.26,0.09,0.13,0.23,0.13,1,0.04,1,0.35,0,0.27,0.78,1,0.16,1,0.55,0.71,0.68,0.54,0.26,0.68,0.45,0.65,0.01,0.11,0.14,0.22,0.51,0.12,0.21,0.37,0.56,0.12,0.78,0.54,0.35,0.44,0.5,0.14,0.76,0.79,0.76,0.67,0.32,0.51,0,0.04,0.02,0.27,0.27,0.29,0.27,0.18,0.16,0.16,0.14,0.84,0.07,0.04,0.02,0.04,0,0.19,0.69,0.06,0.83,0,0.05,0.72,0.73,0.01,0.43,0.54,0.03,0,0.9,0.98,0.97,0.76,0.81,1,0.78,0.38,0.54,0.25,0,0,0.29,0.33,0.62,0.49,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.18,0.06,?,?,?,?,0,?,0.1 +41,?,?,Lebanoncity,1,0,0.37,0,0.96,0.05,0.04,0.39,0.42,0.26,0.61,0,0,0.15,0.26,0.26,0.44,0.67,0.49,0.63,0.16,0.17,0.16,0.17,0.12,0.27,0.3,0.3,0.02,0.49,0.32,0.48,0.13,0.71,0.29,0.65,0.44,0.69,0.28,0.62,0.28,0.63,0.65,0.4,0.52,0.56,0.39,0.56,0.52,0.51,0.01,0.29,0,0.09,0.07,0.06,0.05,0.02,0.01,0.01,0.01,0.94,0.02,0.24,0.22,0.39,0.37,0.44,0.47,0.16,0.56,0,0.01,0.82,0.49,0.1,0.46,0.52,0.38,0,0.07,0.05,0.05,0.17,0.19,0.19,0.19,0.48,0.54,0.6,0,0,0.07,0.49,0.44,0.62,0.57,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.19,0.01,?,?,?,?,0,?,0.27 +6,?,?,Yucaipacity,1,0.04,0.34,0.01,0.89,0.06,0.2,0.32,0.32,0.18,0.79,0.05,1,0.26,0.12,0.17,0.51,0.83,0.43,0.77,0.31,0.31,0.3,0.36,0.23,0.4,0.27,0.33,0.02,0.19,0.27,0.45,0.18,0.3,0.25,0.18,0.41,0.39,0.35,0.51,0.2,0.49,0.52,0.4,0.67,0.68,0.57,0.72,0.4,0.36,0.01,0.13,0.02,0.16,0.16,0.24,0.32,0.08,0.07,0.1,0.12,0.82,0.11,0.25,0.23,0.37,0.3,0.55,0.69,0.2,0.68,0,0.05,0.74,0.74,0.06,0.36,0.58,0.15,0.16,0.27,0.29,0.31,0.38,0.4,0.45,0.4,0.73,0.62,0.42,0.03,0,0.21,0.47,0.46,0.59,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.1,0.01,?,?,?,?,0,?,0.15 +12,?,?,KeyWestcity,1,0.02,0.3,0.2,0.79,0.09,0.31,0.22,0.47,0.26,0.37,0,0,0.27,0.62,0.28,0.42,0.32,0.24,0.39,0.26,0.36,0.37,0.24,0.4,0.32,0.26,0.48,0.02,0.27,0.32,0.34,0.33,0.12,0.72,0.02,0.22,0.19,0.35,0.84,0.59,0.73,0.8,0.38,0.66,0.66,0.73,0.64,0.66,0.78,0.01,0.16,0.02,0.3,0.29,0.33,0.37,0.2,0.17,0.17,0.17,0.64,0.23,0.16,0.12,0.29,0.24,0.39,0.22,0.25,0.74,0,0.09,0.37,0.27,0.14,0.24,0.38,0.51,0.7,0.31,0.36,0.39,0.48,0.53,0.67,0.51,0.76,0.8,0.37,0,0.26,0.27,0.28,0.31,0.24,0.03,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.38,0.09,?,?,?,?,0,?,0.63 +28,?,?,Clintoncity,1,0.02,0.58,0.33,0.72,0.05,0.01,0.58,0.59,0.44,0.24,0.03,1,0.41,0.79,0.33,0.49,0.29,0.17,0.43,0.42,0.33,0.37,0.17,0,0.37,0.33,0.32,0.02,0.24,0.15,0.21,0.62,0.16,0.69,0.19,0.67,0.19,0.59,0.29,0.44,0.43,0.39,0.55,0.66,0.68,0.65,0.61,0.57,0.73,0.01,0.32,0,0.94,0.94,0.77,0.7,0.12,0.1,0.08,0.06,0.95,0.02,0.18,0.19,0.56,0.62,0.42,0.66,0.14,0.34,0.5,0.02,0.8,0.62,0.07,0.32,0.77,0.16,0.21,0.16,0.14,0.14,0.29,0.28,0.28,0.3,0.45,0.25,0.31,0,0,0.05,0.73,0.46,0.59,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.08,0.01,?,?,?,?,0,?,0.05 +44,3,22240,EastGreenwichtown,1,0,0.45,0.01,0.97,0.08,0.01,0.39,0.34,0.24,0.36,0.01,0.66,0.65,0.62,0.08,0.74,0.43,0.22,0.54,0.71,0.72,0.7,0.28,0.86,0.68,0,0.49,0,0.11,0.09,0.15,0.72,0.21,0.57,0.39,0.51,0.14,0.71,0.33,0.36,0.3,0.32,0.52,0.81,0.87,0.73,0.86,0.11,0.25,0,0.11,0,0.13,0.2,0.19,0.24,0.04,0.05,0.05,0.06,0.89,0.04,0.15,0.15,0.48,0.6,0.12,0.8,0.03,0.33,0.5,0.01,0.84,0.7,0.21,0.48,0.54,0.05,0.28,0.51,0.61,0.69,0.33,0.44,0.53,0.41,0.6,0.54,0.43,0,0,0.13,0.54,0.63,0.54,0.52,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.06,0.1,?,?,?,?,0,?,0.03 +41,?,?,Gladstonecity,1,0,0.49,0.01,0.94,0.14,0.04,0.47,0.42,0.27,0.4,0.02,1,0.34,0.59,0.07,0.59,0.46,0.11,0.54,0.35,0.31,0.3,0,0.27,0.3,0.27,0.41,0,0.09,0.13,0.23,0.3,0.18,0.57,0.32,0.41,0.39,0.41,0.48,0.33,0.59,0.57,0.49,0.65,0.69,0.81,0.74,0.59,0.75,0,0.03,0,0.33,0.37,0.34,0.29,0.08,0.08,0.07,0.05,0.93,0.04,0.23,0.23,0.52,0.52,0.49,0.68,0.1,0.41,0.5,0,0.96,0.67,0.11,0.37,0.63,0.12,0.35,0.15,0.14,0.13,0.33,0.32,0.32,0.31,0.4,0.32,0.53,0,0,0.1,0.52,0.56,0.68,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.35,0.2,?,?,?,?,0,?,0.12 +6,?,?,RohnertParkcity,1,0.04,0.47,0.05,0.84,0.29,0.16,0.48,0.62,0.44,0.22,0.06,1,0.4,0.72,0.33,0.44,0.29,0.29,0.38,0.41,0.33,0.32,0.38,0.33,0.28,0.35,0.43,0.03,0.22,0.12,0.19,0.34,0.31,0.69,0.28,0.27,0.32,0.35,0.56,0.51,0.68,0.65,0.51,0.62,0.66,0.76,0.55,0.52,0.61,0.01,0.12,0.02,0.42,0.44,0.44,0.45,0.26,0.24,0.21,0.2,0.81,0.11,0.25,0.22,0.49,0.54,0.46,0.47,0.18,0.52,0.5,0.03,0.88,0.46,0.02,0.13,0.81,0.07,0.37,0.49,0.47,0.46,0.67,0.62,0.71,0.62,0.73,0.87,0.33,0.01,0,0.25,0.59,0.23,0.37,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.47,0.16,?,?,?,?,0,?,0.4 +25,17,37875,Maldencity,1,0.07,0.34,0.08,0.84,0.32,0.05,0.28,0.53,0.32,0.49,0.09,1,0.37,0.53,0.19,0.48,0.54,0.31,0.49,0.42,0.37,0.36,0.36,0.18,0.26,0.29,0.45,0.04,0.19,0.24,0.37,0.31,0.49,0.56,0.3,0.45,0.33,0.45,0.34,0.63,0.4,0.39,0.48,0.58,0.62,0.71,0.62,0.53,0.5,0.03,0.28,0.05,0.46,0.5,0.55,0.6,0.44,0.42,0.42,0.42,0.73,0.2,0.26,0.2,0.36,0.56,0.26,0.36,0.12,0.68,0,0.07,0.79,0.29,0.16,0.31,0,0.1,0.15,0.44,0.41,0.37,0.45,0.55,0.65,0.57,0.51,0.51,0.64,0.07,0.01,0.4,0.77,0.65,0.72,0.75,0.01,0.21,0.98,0.27,0.01,0.08,0.11,0.21,0.81,0.97,0.04,0,0,0.03,0.01,0.07,0.33,0.01,0.89,1,0,0.01,0.88,0,0.35,0.09,0.37 +6,?,?,Eurekacity,1,0.03,0.32,0.03,0.82,0.27,0.09,0.38,0.45,0.29,0.48,0,0,0.17,0.32,0.16,0.46,0.56,0.77,0.59,0.22,0.27,0.28,0.17,0.11,0.19,0.17,0.32,0.04,0.49,0.23,0.35,0.28,0.56,0.34,0.26,0.51,0.38,0.36,0.83,0.46,0.82,0.86,0.4,0.41,0.46,0.53,0.33,0.38,0.39,0.01,0.16,0.01,0.25,0.23,0.34,0.48,0.1,0.08,0.1,0.14,0.88,0.13,0.26,0.2,0.32,0.31,0.36,0.37,0.23,0.67,0,0.03,0.79,0.39,0.43,0.38,0.21,0.27,0.57,0.18,0.17,0.17,0.24,0.27,0.3,0.25,0.71,0.46,0.26,0.1,0.06,0.16,0.61,0.44,0.61,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.24,0.06,?,?,?,?,0,?,0.45 +19,?,?,Amescity,1,0.06,0.63,0.05,0.85,0.42,0.03,1,1,1,0.18,0,0,0.21,0.76,1,0.73,0.19,0.13,0.23,0.33,0.21,0.22,0.16,0.2,0.17,0.08,0.19,0.08,0.64,0.07,0.05,0.89,0.23,0.51,0.08,1,0.18,0.65,0.09,1,0.16,0.12,0.33,0.79,0.82,0.78,0.69,0.52,0.6,0.01,0.12,0.03,1,1,1,0.99,0.84,0.7,0.59,0.47,0.83,0.09,0.1,0.08,0.32,0.42,0.3,0.32,0.14,0.64,0,0.02,0.92,0.3,0.22,0.32,0.54,0.09,0.18,0.15,0.14,0.14,0.25,0.29,0.31,0.26,0.7,0.25,0.19,0.01,0,0.27,0.59,0.12,0,0.36,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.2,0.45,?,?,?,?,0,?,0.04 +9,9,87560,Wolcotttown,1,0.01,0.6,0.03,0.97,0.02,0.02,0.41,0.43,0.3,0.39,0.01,0.63,0.61,0.75,0.22,0.63,0.46,0.17,0.58,0.56,0.44,0.43,0.51,0,0.34,0.35,1,0,0.03,0.21,0.36,0.24,0.35,0.65,0.64,0.3,0.47,0.35,0.23,0.36,0.23,0.24,0.58,0.87,0.84,0.91,0.68,0.66,0.68,0,0.07,0,0.04,0.03,0.05,0.1,0.01,0.01,0.02,0.03,0.83,0.04,0.22,0.25,0.64,0.65,0.31,0.93,0.04,0.22,0.5,0.01,0.83,0.9,0,0.8,0.48,0,0.13,0.41,0.38,0.36,0.25,0.43,0.58,0.55,0.35,0.53,0.32,0,0,0.16,0.83,0.86,0.93,0.94,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.06,0.02,?,?,?,?,0,?,0.09 +33,11,45140,Manchestercity,1,0.14,0.34,0.02,0.96,0.07,0.04,0.36,0.56,0.35,0.43,0.16,1,0.33,0.6,0.17,0.51,0.46,0.27,0.4,0.37,0.34,0.33,0.25,0.15,0.29,0.26,0.34,0.08,0.23,0.4,0.43,0.3,0.45,0.59,0.41,0.36,0.42,0.37,0.56,0.5,0.54,0.57,0.41,0.57,0.59,0.57,0.51,0.69,0.73,0.05,0.24,0.04,0.37,0.38,0.39,0.36,0.18,0.16,0.15,0.12,0.68,0.11,0.15,0.13,0.34,0.47,0.29,0.37,0.07,0.65,0,0.21,0.63,0.33,0.16,0.27,0.29,0.35,0.22,0.3,0.28,0.26,0.41,0.42,0.46,0.43,0.49,0.59,0.69,0.09,0,0.2,0.61,0.5,0.64,0.59,0.02,0.15,0.97,0.19,0.02,0.11,0.21,0.15,0.95,0.98,0.02,0,0,0.01,0.03,0.43,0.5,0.09,0.25,0.08,0.01,0.02,0.79,0,0.44,0.1,0.09 +40,?,?,Lawtoncity,1,0.11,0.47,0.38,0.56,0.2,0.12,0.48,0.59,0.39,0.27,0.13,1,0.21,0.66,0.35,0.32,0.32,0.32,0.68,0.19,0.19,0.22,0.2,0.11,0.17,0.24,0.31,0.11,0.42,0.19,0.31,0.29,0.61,0.47,0.19,0.53,0.37,0.44,0.53,0.29,0.61,0.6,0.49,0.59,0.58,0.59,0.49,0.41,0.45,0.04,0.25,0.03,0.26,0.32,0.33,0.36,0.11,0.11,0.11,0.11,0.82,0.07,0.22,0.22,0.49,0.48,0.51,0.47,0.2,0.48,0.5,0.27,0.38,0.49,0.23,0.53,0.58,0.5,0.45,0.09,0.09,0.09,0.2,0.22,0.23,0.23,0.51,0.46,0.29,0.04,0,0.17,0.36,0.36,0.43,0.18,0.02,0.15,0.97,0.17,0.07,0.31,0.66,0.15,0.65,0.79,0.16,0.16,0.13,0.18,0.04,0.43,0.09,0.15,0.13,0,0.09,0.01,0.58,0,0.7,0.09,0.39 +34,3,76490,Wallingtonborough,1,0,0.27,0.05,0.9,0.16,0.08,0.25,0.45,0.26,0.59,0.02,1,0.34,0.54,0.29,0.49,0.54,0.21,0.58,0.38,0.39,0.37,0.59,0.42,0.42,0.42,0.54,0,0.12,0.51,0.53,0.24,0.52,0.51,0.63,0.19,0.51,0.35,0.41,0.46,0.38,0.41,0.37,0.72,0.72,0.86,0.57,0.17,0.52,0,0.13,0.02,0.39,0.44,0.46,0.5,0.66,0.64,0.61,0.62,0.35,0.56,0.16,0.13,0.3,0.43,0.27,0.3,0.12,0.79,0,0.01,0.85,0.27,0,0.64,0.35,0.07,0.44,0.53,0.51,0.49,0.42,0.49,0.53,0.47,0.25,0.6,0.96,0,0,0.72,0.62,0.77,0.77,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.9,0.36,?,?,?,?,0,?,0.02 +12,?,?,Hollywoodcity,1,0.18,0.26,0.17,0.82,0.08,0.22,0.25,0.33,0.2,0.76,0.19,1,0.26,0.31,0.13,0.49,0.74,0.24,0.42,0.3,0.38,0.4,0.19,0.26,0.31,0.28,0.36,0.12,0.28,0.29,0.47,0.24,0.37,0.37,0.2,0.35,0.3,0.37,0.67,0.36,0.57,0.64,0.34,0.54,0.54,0.59,0.53,0.62,0.59,0.06,0.23,0.14,0.32,0.33,0.39,0.45,0.4,0.36,0.39,0.41,0.63,0.21,0.22,0.18,0.28,0.31,0.25,0.6,0.27,0.78,0,0.55,0.29,0.58,0.13,0.39,0.56,0.24,0.18,0.17,0.17,0.19,0.4,0.39,0.49,0.41,0.74,0.56,0.47,0.05,0.22,0.53,0.16,0.5,0.59,0.52,0.05,0.21,0.94,0.25,0.04,0.13,0.2,0.21,0.98,0.79,0.15,0.14,0.13,0.21,0.15,0.79,0.14,0.08,0.37,0.11,0.22,0.08,0.74,0.5,1,0.27,0.34 +48,?,?,Amarillocity,1,0.24,0.4,0.12,0.74,0.11,0.27,0.41,0.47,0.29,0.38,0.25,1,0.22,0.56,0.47,0.38,0.42,0.26,0.34,0.24,0.26,0.29,0.17,0.16,0.2,0.18,0.23,0.24,0.44,0.29,0.41,0.27,0.42,0.52,0.25,0.42,0.4,0.35,0.63,0.27,0.65,0.66,0.49,0.62,0.62,0.63,0.6,0.51,0.52,0.07,0.2,0.04,0.4,0.49,0.56,0.68,0.12,0.12,0.13,0.14,0.77,0.16,0.26,0.24,0.42,0.45,0.4,0.56,0.23,0.53,0.5,0.4,0.55,0.55,0.27,0.55,0.48,0.54,0.22,0.07,0.07,0.08,0.2,0.21,0.24,0.19,0.4,0.37,0.37,0.16,0.05,0.12,0.68,0.48,0.53,0.77,0.04,0.13,0.95,0.16,0.04,0.09,0.22,0.13,0.78,0.89,0.04,0.15,0,0.13,0.15,0.79,0,0.25,0.15,0.05,0.11,0.03,0.76,1,1,0.08,0.28 +46,135,73060,Yanktoncity,1,0,0.39,0.02,0.96,0.01,0.01,0.4,0.45,0.3,0.52,0,0,0.16,0.51,1,0.51,0.59,0.21,0.31,0.22,0.2,0.19,0.11,0.08,0.08,0.16,0.25,0.01,0.31,0.46,0.35,0.32,0.07,0.58,0.44,0.62,0.45,0.36,0.43,0.4,0.3,0.37,0.44,0.68,0.74,0.72,0.65,0.86,0.9,0,0.16,0,0.11,0.08,0.14,0.33,0.01,0,0.01,0.01,0.92,0.04,0.17,0.14,0.32,0.47,0.15,0.61,0.06,0.57,0,0.01,0.83,0.53,0,0.48,0.5,0.27,0.2,0.08,0.07,0.07,0.1,0.13,0.14,0.12,0.34,0.38,0.58,0,0,0.02,0.69,0.49,0.58,0.56,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.14,0,?,?,?,?,0,?,0.08 +22,?,?,Bogalusacity,1,0.01,0.36,0.68,0.46,0.01,0.01,0.44,0.4,0.25,0.65,0,0,0.04,0.11,0.32,0.18,0.77,0.87,0.57,0.07,0.1,0.15,0.13,0.09,0.89,0.08,0.3,0.05,0.99,0.61,0.68,0.14,1,0.03,0.36,0.61,0.55,0.25,0.66,0.37,0.66,0.69,0.45,0.22,0.21,0.12,0.32,0.44,0.4,0.02,0.56,0,0,0,0.13,0.11,0,0,0,0,0.94,0.03,0.24,0.21,0.39,0.33,0.51,0.55,0.18,0.52,0.5,0.04,0.49,0.59,0.33,0.83,0.35,0.73,0.56,0.01,0.02,0.03,0.01,0.04,0.03,0.05,0.91,0.58,0.63,0,0,0.01,0.79,0.73,0.88,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.13,0,?,?,?,?,0,?,0.44 +6,?,?,SanLuisObispocity,1,0.05,0.35,0.04,0.83,0.31,0.17,0.82,1,1,0.37,0.07,1,0.24,0.6,0.49,0.62,0.38,0.22,0.45,0.38,0.33,0.34,0.22,0.22,0.27,0.23,0.31,0.1,0.73,0.13,0.17,0.56,0.34,0.4,0.11,0.6,0.21,0.49,0.3,1,0.43,0.38,0.28,0.55,0.61,0.75,0.5,0.51,0.57,0.01,0.14,0.02,0.41,0.5,0.53,0.53,0.25,0.26,0.25,0.23,0.8,0.11,0.16,0.13,0.34,0.3,0.42,0.26,0.3,0.69,0,0.05,0.81,0.3,0.03,0.21,0.63,0.1,0.2,0.65,0.64,0.65,0.49,0.52,0.71,0.5,1,0.77,0.1,0.07,0,0.25,0.6,0.15,0.17,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.38,0.11,?,?,?,?,0,?,0.24 +42,29,83080,WestGoshentownship,1,0.01,0.51,0.09,0.9,0.11,0.03,0.34,0.42,0.27,0.35,0.03,1,0.65,0.8,0.09,0.69,0.32,0.13,0.34,0.64,0.53,0.52,0.42,0.5,0.37,0.29,0.52,0,0.04,0.13,0.16,0.63,0.07,0.74,0.39,0.46,0.25,0.73,0.26,0.4,0.24,0.25,0.53,0.88,0.91,0.89,0.83,0.63,0.66,0.01,0.18,0,0.52,0.49,0.44,0.4,0.13,0.11,0.09,0.07,0.92,0.02,0.18,0.18,0.54,0.67,0.21,0.76,0.03,0.32,0.5,0.02,0.83,0.66,0.24,0.17,0.58,0.02,0.03,0.43,0.43,0.4,0.61,0.52,0.53,0.52,0.35,0.45,0.15,0,0,0.1,0.72,0.67,0.6,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.13,0.15,?,?,?,?,0,?,0.09 +48,?,?,ElCampocity,1,0,0.49,0.23,0.61,0.02,0.59,0.45,0.44,0.26,0.48,0,0,0.16,0.47,1,0.35,0.59,0.34,0.26,0.18,0.21,0.24,0.13,0,0.11,0.28,0.29,0.02,0.58,0.78,0.72,0.18,0.53,0.4,0.33,0.36,0.63,0.22,0.44,0.31,0.42,0.44,0.6,0.62,0.59,0.68,0.56,0.51,0.48,0,0.15,0,0.28,0.23,0.38,0.48,0.08,0.05,0.08,0.09,0.5,0.29,0.34,0.32,0.53,0.46,0.63,0.49,0.36,0.55,0.5,0.02,0.68,0.54,0.35,0.73,0.44,0.73,0.67,0.05,0.06,0.08,0.12,0.14,0.15,0.15,0.44,0.38,0.5,0,0,0.11,0.93,0.59,0.87,0.95,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.15,0,?,?,?,?,0,?,0.26 +4,?,?,Tucsoncity,1,0.64,0.35,0.08,0.62,0.13,0.54,0.5,0.6,0.46,0.4,0.64,1,0.17,0.51,0.2,0.4,0.45,0.31,0.49,0.2,0.21,0.24,0.24,0.12,0.18,0.2,0.26,0.72,0.53,0.32,0.36,0.32,0.53,0.43,0.19,0.56,0.28,0.4,0.64,0.58,0.69,0.7,0.47,0.45,0.46,0.54,0.45,0.52,0.52,0.29,0.35,0.29,0.45,0.5,0.51,0.53,0.34,0.33,0.3,0.29,0.53,0.27,0.33,0.25,0.36,0.42,0.34,0.42,0.33,0.71,0,1,0.53,0.4,0.16,0.26,0.67,0.41,0.22,0.13,0.12,0.12,0.24,0.25,0.27,0.23,0.68,0.48,0.33,0.26,0.23,0.32,0.3,0.37,0.56,0.4,0.15,0.15,0.83,0.19,0.26,0.22,0.47,0.15,0.98,0.61,0.08,0.53,0.12,0.42,0.11,0.57,0.3,0.46,0.22,0.24,0.55,0.15,0.81,0.5,0.41,0.14,0.4 +12,?,?,BoyntonBeachcity,1,0.06,0.24,0.39,0.66,0.04,0.12,0.2,0.29,0.16,1,0.07,1,0.28,0.16,0.15,0.59,0.88,0.19,0.73,0.3,0.4,0.46,0.2,0.22,0.36,0.35,0.36,0.04,0.24,0.33,0.46,0.25,0.31,0.26,0.14,0.39,0.23,0.37,0.48,0.28,0.47,0.49,0.23,0.45,0.41,0.57,0.44,0.61,0.67,0.04,0.4,0.04,0.34,0.44,0.46,0.53,0.29,0.34,0.32,0.34,0.73,0.19,0.25,0.21,0.26,0.19,0.45,0.68,0.22,0.83,0,0.28,0.1,0.73,0.11,0.29,0.77,0.16,0.19,0.17,0.16,0.16,0.5,0.5,0.54,0.54,0.59,0.59,0.25,0.01,0.03,0.37,0.15,0.48,0.54,0.41,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.25,0.06,?,?,?,?,0,?,0.56 +42,133,83432,WestManchestertownship,1,0.01,0.34,0.02,0.97,0.05,0.01,0.3,0.35,0.23,0.59,0.02,0.83,0.34,0.49,0.06,0.7,0.58,0.11,0.68,0.36,0.34,0.33,0.28,0,0.16,0.08,0.26,0,0.09,0.36,0.42,0.22,0.15,0.51,0.66,0.32,0.53,0.37,0.32,0.24,0.26,0.29,0.29,0.85,0.85,0.87,0.81,0.53,0.71,0,0.04,0,0.18,0.14,0.11,0.14,0.03,0.02,0.01,0.02,0.94,0.03,0.05,0.06,0.35,0.4,0.17,0.78,0.02,0.42,0.5,0.01,0.88,0.73,0.04,0.26,0.56,0.05,0.11,0.18,0.17,0.15,0.33,0.39,0.4,0.4,0.35,0.39,0.25,0,0,0.06,0.9,0.69,0.87,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.06,0.05,?,?,?,?,0,?,0.05 +25,5,20100,Eastontown,1,0.02,0.66,0.03,0.96,0.06,0.01,0.62,0.57,0.49,0.23,0.02,0.74,0.64,0.75,0.41,0.58,0.33,0.18,0.36,0.63,0.48,0.46,0.42,0.54,0.37,0.55,0.52,0.01,0.09,0.09,0.14,0.52,0.26,0.68,0.3,0.55,0.26,0.57,0.23,0.51,0.23,0.24,0.6,0.86,0.86,0.87,0.7,0.52,0.63,0,0.09,0.01,0.18,0.26,0.26,0.29,0.05,0.06,0.06,0.06,0.93,0.04,0.26,0.27,0.61,0.66,0.34,0.81,0.04,0.38,0.5,0.01,0.86,0.76,0.08,0.48,0.67,0.07,0.21,0.45,0.45,0.47,0.55,0.65,0.8,0.65,0.4,0.54,0.32,0,0,0.11,0.83,0.71,0.53,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.06,0.18,?,?,?,?,0,?,0.06 +6,?,?,SantaClaracity,1,0.13,0.39,0.05,0.6,1,0.28,0.36,0.61,0.39,0.31,0.15,1,0.54,0.72,0.21,0.58,0.3,0.27,0.38,0.52,0.5,0.54,0.42,0.28,0.35,0.43,0.49,0.05,0.15,0.22,0.27,0.49,0.24,0.69,0.9,0.24,0.27,0.57,0.59,0.67,0.61,0.62,0.44,0.59,0.59,0.75,0.56,0.56,0.58,0.03,0.19,0.14,0.44,0.51,0.6,0.66,0.7,0.72,0.77,0.78,0.48,0.34,0.32,0.25,0.4,0.45,0.39,0.35,0.43,0.64,0,0.07,0.88,0.34,0.14,0.15,0.52,0.04,0.16,0.75,0.73,0.69,0.77,0.75,0.89,0.73,0.46,0.53,0.17,0.07,0,0.68,0.41,0.42,0.57,0.53,0.02,0.13,0.97,0.17,0.06,0.23,0.55,0.13,0.62,0.78,0.03,0.14,0.37,0.15,0.02,0.93,0.36,0.05,0.43,0.14,0.08,0.04,0.81,1,0.43,0.22,0.2 +6,?,?,Marysvillecity,1,0,0.4,0.1,0.7,0.41,0.2,0.39,0.49,0.31,0.44,0.02,1,0.16,0.37,0.64,0.32,0.54,0.9,0.61,0.19,0.23,0.25,0.2,0.11,0.17,0.21,0.3,0.02,0.43,0.31,0.41,0.17,0.8,0.27,0.15,0.52,0.42,0.3,0.9,0.43,0.89,0.92,0.44,0.36,0.38,0.41,0.36,0.12,0.23,0.01,0.4,0.01,0.38,0.6,0.58,0.57,0.19,0.27,0.24,0.21,0.8,0.21,0.27,0.22,0.36,0.35,0.42,0.26,0.27,0.69,0,0.01,0.79,0.29,0.54,0.3,0.48,0.4,0,0.15,0.14,0.13,0.24,0.24,0.26,0.23,0.6,0.27,0.14,0.14,0.05,0.21,0.55,0.41,0.44,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.29,0.01,?,?,?,?,0,?,0.51 +34,21,80240,WestWindsortownship,1,0.01,0.61,0.05,0.73,0.91,0.05,0.41,0.39,0.22,0.15,0,0,1,0.87,0.6,0.83,0.15,0.1,0.19,1,0.88,0.92,0.37,0.09,0.51,0.62,0.67,0,0.07,0.07,0.07,1,0.12,0.68,0.31,0.69,0.05,0.99,0.1,0.32,0.1,0.1,0.64,1,1,0.95,0.92,0.15,0.27,0,0.03,0.02,0.35,0.42,0.49,0.53,0.37,0.39,0.42,0.41,0.66,0.14,0.19,0.21,0.67,0.74,0.42,0.78,0.07,0.28,1,0.02,0.68,0.73,0.02,0.24,0.92,0.03,0.21,0.73,0.77,0.76,0.61,0.79,0.98,0.77,0.26,0.66,0.5,0,0,0.45,0.27,0.3,0.11,0.08,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.05,1,?,?,?,?,0,?,0.04 +6,?,?,Inglewoodcity,1,0.16,0.64,1,0,0.15,0.72,0.48,0.62,0.4,0.18,0.17,1,0.3,0.69,0.2,0.16,0.24,0.55,0.27,0.27,0.23,0.26,0.38,0.36,0.33,0.19,0.23,0.16,0.43,0.59,0.6,0.23,0.68,0.52,0.39,0.38,0.46,0.29,0.63,0.71,0.83,0.77,0.83,0.28,0.33,0.42,0.36,0.47,0.49,0.2,0.97,0.21,0.51,0.56,0.6,0.68,1,1,0.98,1,0.3,0.9,0.94,0.79,0.68,0.71,0.68,0.17,1,0.9,0,0.14,0.74,0.2,0.24,0.23,0.4,0.26,0.53,0.43,0.43,0.42,0.56,0.53,0.6,0.53,0.77,0.77,0.37,0.01,0.22,0.86,0.36,0.43,0.79,0.64,0.03,0.17,0.96,0.21,0.03,0.12,0.22,0.17,0,0.44,0.51,0.29,0.72,0.61,0.04,0.36,0.31,0.02,1,0.42,0.08,0.07,0.8,0.5,0.6,0.27,0.86 +42,45,47616,Marpletownship,1,0.02,0.53,0.02,0.94,0.21,0.01,0.28,0.33,0.22,0.64,0.04,1,0.6,0.58,0.37,0.79,0.66,0.11,0.74,0.61,0.52,0.5,0.47,0,0.46,0.16,0.44,0.01,0.09,0.19,0.22,0.48,0.09,0.5,0.26,0.57,0.16,0.63,0.14,0.38,0.17,0.16,0.48,0.87,0.87,0.94,0.79,0.3,0.36,0,0.02,0.01,0.12,0.15,0.19,0.27,0.07,0.08,0.09,0.12,0.8,0.12,0.2,0.22,0.51,0.55,0.19,0.89,0.04,0.22,0.5,0.01,0.92,0.85,0,0.21,0.4,0.02,0.08,0.43,0.41,0.39,0.56,0.53,0.6,0.54,0.56,0.42,0.33,0,0,0.24,0.81,0.88,0.88,0.89,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.19,0.21,?,?,?,?,0,?,0.05 +12,?,?,OrmondBeachcity,1,0.03,0.28,0.07,0.93,0.06,0.03,0.26,0.26,0.17,0.86,0.05,1,0.35,0.24,0.16,0.65,0.79,0.2,0.88,0.35,0.47,0.46,0.23,0.4,0.53,0.28,0.7,0.02,0.17,0.16,0.26,0.42,0.22,0.27,0.17,0.52,0.18,0.63,0.41,0.24,0.47,0.46,0.23,0.66,0.69,0.75,0.65,0.54,0.57,0.01,0.1,0.01,0.16,0.12,0.14,0.17,0.07,0.05,0.05,0.05,0.87,0.04,0.06,0.07,0.3,0.3,0.28,0.75,0.05,0.46,0.5,0.08,0.56,0.74,0.06,0.33,0.75,0.1,0.05,0.2,0.2,0.22,0.36,0.4,0.48,0.44,0.6,0.49,0.36,0,0,0.18,0.16,0.46,0.5,0.35,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.1,0.04,?,?,?,?,0,?,0.06 +6,?,?,SantaMonicacity,1,0.12,0.07,0.09,0.74,0.39,0.26,0.13,0.34,0.15,0.51,0.14,1,0.4,0.49,0.2,0.56,0.37,0.22,0.26,0.55,0.83,0.88,0.36,0.24,0.6,0.36,0.47,0.07,0.24,0.19,0.19,0.71,0.27,0.59,0.19,0.69,0.12,0.81,0.76,0.73,0.81,0.82,0.26,0.52,0.59,0.78,0.37,0.47,0.43,0.04,0.29,0.15,0.27,0.32,0.37,0.43,0.48,0.49,0.52,0.55,0.53,0.3,0.2,0.1,0.05,0.27,0.07,0.12,0.25,0.94,0,0.15,0.77,0.08,0.51,0.5,0.4,0.08,0.25,1,1,1,0.43,0.46,0.57,0.42,0.25,0.72,0.17,0.19,0.84,0.75,0.28,0.56,0.77,0.66,0.02,0.17,0.97,0.2,0.05,0.25,0.47,0.17,0.82,0.54,0.24,0.43,0.35,0.48,0.02,0.57,0.17,0.02,0.88,0.3,0.05,0.05,0.68,0.5,0.38,0.28,0.68 +12,?,?,Davietown,1,0.06,0.43,0.08,0.9,0.11,0.18,0.35,0.48,0.27,0.28,0.07,1,0.42,0.77,0.13,0.43,0.31,0.13,0.26,0.41,0.4,0.4,0.18,0.35,0.28,0.32,0.48,0.03,0.19,0.15,0.32,0.32,0.26,0.69,0.18,0.32,0.24,0.43,0.63,0.36,0.65,0.66,0.44,0.66,0.67,0.75,0.6,0.49,0.59,0.01,0.17,0.03,0.42,0.42,0.48,0.54,0.32,0.28,0.29,0.3,0.74,0.13,0.16,0.15,0.47,0.47,0.43,0.71,0.2,0.56,0,0.1,0.59,0.7,0.22,0.33,0.83,0.18,0.23,0.22,0.24,0.28,0.44,0.46,0.51,0.48,0.49,0.68,0.17,0,0,0.32,0.25,0.28,0.51,0.53,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.12,0.03,?,?,?,?,0,?,0.22 +34,39,66060,ScotchPlainstownship,1,0.02,0.51,0.22,0.76,0.28,0.05,0.3,0.39,0.23,0.45,0.03,1,0.77,0.72,0.59,0.8,0.44,0.09,0.48,0.75,0.76,0.78,0.49,0.7,0.5,0.43,0.63,0,0.02,0.15,0.19,0.68,0.19,0.63,0.31,0.54,0.15,0.72,0.19,0.36,0.24,0.22,0.49,0.86,0.85,0.94,0.8,0.4,0.43,0,0.05,0.02,0.23,0.25,0.3,0.41,0.18,0.17,0.19,0.23,0.75,0.1,0.18,0.21,0.55,0.59,0.28,0.85,0.04,0.24,0.5,0.01,0.93,0.8,0.19,0.59,0.38,0.02,0.16,0.55,0.54,0.6,0.79,0.7,0.77,0.73,0.33,0.44,0.68,0,0,0.32,0.59,0.87,0.71,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.19,0.42,?,?,?,?,0,?,0.05 +39,61,21504,Delhitownship,1,0.03,0.68,0.01,0.98,0.06,0.01,0.49,0.46,0.32,0.35,0.05,1,0.5,0.64,0.18,0.76,0.45,0.1,0.54,0.46,0.33,0.32,0.19,0.12,0.18,0.02,0.32,0.01,0.08,0.19,0.29,0.33,0.13,0.63,0.38,0.41,0.27,0.45,0.15,0.35,0.19,0.18,0.69,0.86,0.89,0.87,0.83,0.62,0.67,0,0.07,0,0.28,0.36,0.38,0.42,0.05,0.06,0.05,0.05,0.94,0.03,0.33,0.36,0.71,0.74,0.32,0.9,0.05,0.2,0.5,0.01,0.95,0.85,0,0.22,0.56,0.03,0.11,0.17,0.15,0.15,0.27,0.27,0.28,0.25,0.31,0.28,0.25,0,0,0.07,0.87,0.75,0.94,0.89,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.25,0.18,?,?,?,?,0,?,0.03 +45,?,?,Mauldincity,1,0,0.45,0.28,0.76,0.06,0.02,0.43,0.48,0.28,0.2,0.02,1,0.49,0.81,0.12,0.46,0.28,0.11,0.3,0.47,0.38,0.39,0.33,0.09,0.34,0,0.37,0,0.08,0.13,0.18,0.45,0.11,0.79,0.68,0.29,0.42,0.57,0.31,0.3,0.45,0.41,0.48,0.78,0.79,0.8,0.78,0.81,0.74,0,0.16,0,0,0,0.27,0.28,0,0,0.02,0.02,0.96,0.01,0.13,0.15,0.5,0.59,0.28,0.69,0.04,0.32,0.5,0.01,0.81,0.63,0.07,0.22,0.79,0.12,0,0.18,0.16,0.15,0.29,0.29,0.33,0.3,0.16,0.35,0.08,0,0,0.04,0.48,0.43,0.53,0.36,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.14,0,?,?,?,?,0,?,0.09 +33,5,39300,Keenecity,1,0.02,0.45,0.01,0.99,0.03,0.01,0.68,0.64,0.61,0.45,0,0,0.32,0.58,0.31,0.61,0.51,0.21,0.49,0.36,0.31,0.3,0.04,0.09,0.29,0.28,0.33,0.01,0.2,0.21,0.27,0.46,0.4,0.55,0.45,0.51,0.39,0.44,0.42,0.55,0.46,0.47,0.38,0.62,0.67,0.65,0.72,0.63,0.71,0.01,0.14,0,0.17,0.37,0.38,0.37,0.03,0.06,0.06,0.05,0.93,0.03,0.12,0.11,0.36,0.46,0.25,0.54,0.06,0.53,0.5,0.02,0.81,0.49,0.03,0.31,0.31,0.27,0.19,0.27,0.26,0.26,0.37,0.44,0.5,0.43,0.69,0.61,0.75,0,0,0.07,0.46,0.46,0.52,0.41,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.05,0,?,?,?,?,0,?,0.17 +39,95,58730,Oregoncity,1,0.01,0.45,0.02,0.96,0.03,0.06,0.44,0.45,0.31,0.48,0.03,1,0.38,0.48,0.31,0.49,0.51,0.3,0.7,0.38,0.32,0.3,0.26,0.34,0.82,0.41,0.39,0.01,0.19,0.28,0.41,0.16,0.41,0.44,0.46,0.43,0.54,0.26,0.44,0.35,0.35,0.4,0.48,0.73,0.73,0.74,0.77,0.64,0.54,0,0.11,0,0.02,0.04,0.11,0.1,0,0.01,0.02,0.01,0.9,0.04,0.18,0.18,0.47,0.57,0.21,0.75,0.06,0.41,0.5,0.02,0.79,0.67,0.11,0.44,0.5,0.08,0.17,0.14,0.14,0.14,0.28,0.25,0.23,0.27,0.31,0.17,0.43,0,0,0.07,0.85,0.73,0.82,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.05,0.01,?,?,?,?,0,?,0.17 +42,43,45056,LowerPaxtontownship,1,0.05,0.33,0.11,0.89,0.08,0.02,0.29,0.43,0.25,0.41,0.06,0.96,0.43,0.72,0.11,0.66,0.36,0.09,0.6,0.43,0.46,0.45,0.39,0.6,0.43,0.31,0.38,0.01,0.06,0.1,0.2,0.43,0.06,0.72,0.19,0.45,0.26,0.59,0.41,0.34,0.42,0.43,0.35,0.74,0.77,0.88,0.78,0.57,0.62,0.01,0.08,0.01,0.27,0.29,0.32,0.37,0.04,0.04,0.04,0.04,0.93,0.02,0.08,0.09,0.34,0.48,0.16,0.62,0.03,0.48,0.5,0.04,0.82,0.53,0.07,0.12,0.65,0.03,0.13,0.19,0.18,0.17,0.47,0.41,0.4,0.4,0.26,0.32,0.19,0,0,0.06,0.84,0.57,0.64,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.12,0.08,?,?,?,?,0,?,0.17 +6,?,?,LomaLindacity,1,0.01,0.56,0.12,0.45,1,0.25,0.31,0.58,0.35,0.4,0.03,1,0.36,0.63,0.47,0.44,0.36,0.57,0.42,0.35,0.35,0.37,0.39,0.18,0.34,0.31,0.32,0.02,0.3,0.26,0.27,0.69,0.26,0.45,0.12,1,0.21,0.75,0.38,0.48,0.52,0.48,0.51,0.61,0.56,0.76,0.57,0.43,0.4,0,0.16,0.03,0.37,0.48,0.55,0.62,0.76,0.86,0.89,0.93,0.43,0.39,0.32,0.28,0.46,0.49,0.47,0.32,0.36,0.68,0,0.02,0.69,0.32,0.05,0.12,0.75,0.23,0.35,0.34,0.38,0.4,0.42,0.42,0.48,0.42,0.45,0.6,0.36,0.02,0.05,0.87,0.32,0.14,0.31,0.42,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.21,0.07,?,?,?,?,0,?,0.14 +6,?,?,Watsonvillecity,1,0.03,0.78,0.01,0.31,0.34,1,0.46,0.57,0.36,0.39,0.05,1,0.27,0.53,0.34,0.36,0.54,0.59,0.5,0.25,0.18,0.26,0.22,0.16,0.31,0.19,0.23,0.04,0.4,1,0.83,0.15,0.75,0.46,0.36,0.27,0.61,0.19,0.36,0.48,0.5,0.46,0.9,0.55,0.53,0.68,0.69,0.57,0.5,0.02,0.37,0.07,0.41,0.5,0.52,0.54,1,1,1,0.98,0,1,1,1,0.82,0.57,1,0.24,1,0.82,0,0.02,0.83,0.35,0.26,0.51,0.67,0.2,0.59,0.47,0.48,0.48,0.46,0.53,0.62,0.54,0.72,0.83,0.25,0.07,0.06,1,0.46,0.41,0.72,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.44,0.11,?,?,?,?,0,?,0.62 +39,157,22456,Dovercity,1,0,0.39,0.03,0.98,0.02,0,0.3,0.32,0.18,0.62,0,0,0.27,0.43,0.11,0.52,0.56,0.29,0.61,0.28,0.26,0.24,0.34,0.15,0.93,0,1,0.01,0.19,0.29,0.37,0.21,0.42,0.34,0.6,0.44,0.55,0.4,0.4,0.21,0.42,0.43,0.37,0.7,0.73,0.83,0.81,0.48,0.5,0,0.04,0,0,0,0,0,0,0,0,0,0.97,0.01,0.12,0.12,0.37,0.4,0.3,0.71,0.03,0.4,0.5,0.01,0.85,0.69,0.15,0.42,0.21,0.28,0.24,0.09,0.09,0.09,0.18,0.18,0.21,0.17,0.33,0.25,0.19,0,0,0.05,0.9,0.69,0.87,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.2,0.02,?,?,?,?,0,?,0.03 +28,?,?,Natchezcity,1,0.02,0.38,0.98,0.22,0.01,0.01,0.44,0.4,0.27,0.58,0,0,0.09,0.24,0.35,0.31,0.65,0.78,0.49,0.12,0.18,0.32,0.15,0.08,0.37,?,0.63,0.05,0.85,0.54,0.54,0.29,0.86,0.19,0.31,0.53,0.37,0.51,0.62,0.44,0.62,0.65,0.49,0.2,0.2,0.13,0.19,0.59,0.5,0.04,0.85,0,0.22,0.16,0.13,0.11,0.01,0,0,0,0.98,0.02,0.28,0.24,0.4,0.36,0.47,0.52,0.17,0.46,0.5,0.05,0.52,0.55,0.31,0.68,0.38,0.51,0.55,0.06,0.06,0.08,0,0.06,0.11,0.11,0.6,0.44,0.76,0,0,0.01,0.84,0.7,0.83,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.12,0.05,?,?,?,?,0,?,0.23 +25,15,4825,Belchertowntown,1,0,0.5,0.01,0.98,0.06,0.01,0.32,0.38,0.22,0.32,0,0,0.45,0.72,0.64,0.59,0.33,0.25,0.5,0.44,0.35,0.34,0.62,0.24,0.16,0,0.46,0.01,0.24,0.29,0.33,0.46,0.19,0.7,0.36,0.7,0.31,0.5,0.45,0.43,0.41,0.44,0.5,0.75,0.78,0.77,0.76,0.48,0.59,0,0.18,0,0.58,0.43,0.35,0.57,0.13,0.08,0.06,0.09,0.92,0.04,0.17,0.17,0.51,0.57,0.28,0.78,0.07,0.46,0.5,0.01,0.86,0.73,0.14,0.45,0.75,0,0.39,0.34,0.33,0.32,0.2,0.36,0.48,0.35,0.52,0.49,0.85,0,0,0.09,0.79,0.6,0.52,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.15,0.02,0.07,?,?,?,?,0,?,0.15 +16,?,?,Caldwellcity,1,0.01,0.49,0.01,0.78,0.07,0.38,0.5,0.52,0.37,0.46,0,0,0.15,0.46,0.54,0.38,0.55,0.35,0.38,0.17,0.15,0.15,0.44,0.28,0.2,0.2,0.21,0.03,0.42,0.52,0.58,0.19,0.4,0.49,0.52,0.31,0.63,0.26,0.55,0.34,0.63,0.62,0.54,0.58,0.62,0.58,0.6,0.73,0.74,0.01,0.13,0.01,0.61,0.61,0.58,0.53,0.24,0.21,0.18,0.15,0.71,0.23,0.41,0.37,0.49,0.48,0.49,0.53,0.32,0.57,0,0.02,0.77,0.54,0.14,0.56,0.54,0.5,0.14,0.08,0.06,0.06,0.11,0.13,0.13,0.14,0.41,0.37,0.25,0,0,0.16,0.45,0.43,0.63,0.54,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.17,0.03,?,?,?,?,0,?,0.13 +6,?,?,LaMiradacity,1,0.05,0.71,0.03,0.72,0.51,0.48,0.51,0.52,0.39,0.37,0.06,1,0.59,0.68,0.19,0.53,0.47,0.24,0.64,0.54,0.39,0.39,0.3,0.27,0.34,0.41,0.48,0.01,0.09,0.18,0.31,0.27,0.25,0.57,0.53,0.32,0.38,0.39,0.32,0.46,0.39,0.37,0.67,0.79,0.69,0.84,0.73,0.52,0.51,0.01,0.14,0.04,0.3,0.31,0.41,0.46,0.33,0.31,0.36,0.37,0.55,0.24,0.48,0.5,0.72,0.68,0.74,0.8,0.32,0.21,0.5,0.03,0.83,0.81,0.01,0.05,0.42,0.04,0.08,0.59,0.55,0.5,0.71,0.7,0.89,0.74,0.62,0.54,0.15,0,0,0.47,0.52,0.68,0.76,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.43,0.04,?,?,?,?,0,?,0.27 +34,31,13690,Cliftoncity,1,0.1,0.34,0.03,0.89,0.21,0.12,0.26,0.37,0.23,0.71,0.11,1,0.47,0.49,0.21,0.64,0.7,0.14,0.64,0.5,0.47,0.47,0.35,0.14,0.41,0.39,0.46,0.03,0.11,0.42,0.47,0.32,0.26,0.51,0.54,0.3,0.38,0.42,0.3,0.43,0.3,0.31,0.4,0.76,0.78,0.81,0.74,0.44,0.55,0.01,0.09,0.09,0.25,0.29,0.36,0.39,0.34,0.34,0.39,0.38,0.51,0.26,0.18,0.17,0.37,0.45,0.27,0.57,0.1,0.57,0,0.05,0.9,0.52,0.03,0.52,0.17,0.09,0.11,0.51,0.48,0.45,0.44,0.5,0.6,0.52,0.35,0.59,0.58,0,0,0.57,0.64,0.81,0.76,0.81,0.02,0.18,0.97,0.21,0.06,0.3,0.56,0.18,0.87,0.98,0,0.04,0,0.02,0.05,0.43,0.05,0.03,0.53,0.32,0.05,0.02,0.75,0,1,0.12,0.08 +34,3,51660,NewMilfordborough,1,0.01,0.41,0.03,0.86,0.43,0.09,0.26,0.38,0.23,0.58,0.03,1,0.54,0.64,0.18,0.73,0.58,0.09,0.5,0.58,0.5,0.49,0.48,0,0.36,0.45,0.53,0,0.04,0.24,0.31,0.41,0.34,0.54,0.32,0.42,0.21,0.52,0.24,0.42,0.25,0.26,0.49,0.83,0.84,0.92,0.69,0.35,0.4,0,0.07,0.02,0.19,0.24,0.38,0.46,0.21,0.23,0.33,0.36,0.68,0.15,0.24,0.22,0.44,0.63,0.14,0.67,0.08,0.5,0.5,0.01,0.91,0.55,0,0.37,0.27,0.03,0,0.6,0.55,0.5,0.47,0.44,0.5,0.42,0.31,0.65,0.96,0,0,0.46,0.42,0.87,0.85,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.58,0.49,?,?,?,?,0,?,0.06 +25,13,79740,Wilbrahamtown,1,0,0.53,0.02,0.96,0.08,0.01,0.38,0.31,0.22,0.51,0.01,0.5,0.64,0.67,0.28,0.71,0.49,0.16,0.64,0.62,0.57,0.55,0.59,0.58,0.4,0,0.4,0,0.08,0.1,0.19,0.56,0.21,0.58,0.52,0.51,0.22,0.68,0.14,0.28,0.18,0.16,0.5,0.89,0.9,0.87,0.79,0.37,0.59,0,0.03,0,0.08,0.06,0.17,0.18,0.03,0.02,0.05,0.05,0.86,0.06,0.16,0.18,0.57,0.58,0.25,0.93,0.02,0.18,0.5,0.01,0.89,0.89,0.05,0.43,0.48,0.02,0,0.45,0.45,0.46,0.12,0.3,0.43,0.33,0.36,0.37,0.31,0,0,0.15,0.68,0.85,0.85,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.05,0.07,?,?,?,?,0,?,0.09 +6,?,?,Campbellcity,1,0.04,0.29,0.04,0.75,0.58,0.2,0.23,0.54,0.28,0.28,0.06,1,0.51,0.7,0.15,0.53,0.27,0.28,0.29,0.54,0.54,0.55,0.47,0.29,0.37,0.41,0.5,0.02,0.14,0.11,0.17,0.5,0.16,0.77,0.68,0.31,0.2,0.56,0.76,0.6,0.84,0.83,0.35,0.51,0.53,0.67,0.43,0.6,0.61,0.01,0.19,0.03,0.35,0.47,0.54,0.61,0.3,0.36,0.38,0.39,0.74,0.19,0.2,0.15,0.32,0.37,0.31,0.35,0.27,0.67,0,0.03,0.89,0.34,0.34,0.14,0.58,0.04,0.12,0.77,0.75,0.73,0.73,0.69,0.83,0.68,0.54,0.6,0.25,0,0,0.37,0.5,0.37,0.67,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.54,0.13,?,?,?,?,0,?,0.16 +47,?,?,UnionCitycity,1,0,0.33,0.41,0.67,0.01,0.01,0.47,0.47,0.33,0.56,0,0,0.15,0.38,0.66,0.3,0.65,0.46,0.38,0.2,0.23,0.27,0.14,0,0.07,0.88,0.38,0.02,0.45,0.51,0.61,0.17,0.49,0.35,0.81,0.28,0.84,0.24,0.5,0.3,0.51,0.53,0.37,0.52,0.52,0.7,0.51,0.54,0.54,0.01,0.31,0,0,0,0.37,0.31,0,0,0.01,0,0.99,0.02,0.13,0.13,0.34,0.36,0.35,0.48,0.1,0.57,0,0.01,0.74,0.47,0.13,0.57,0.48,0.6,0.26,0.07,0.07,0.08,0.06,0.12,0.12,0.13,0.39,0.3,0.44,0,0,0,0.72,0.63,0.74,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.1,0,?,?,?,?,0,?,0.38 +6,?,?,Orindacity,1,0.01,0.43,0.02,0.88,0.42,0.04,0.26,0.17,0.11,0.55,0.03,1,1,0.51,0.44,0.95,0.48,0.1,0.58,1,1,1,0.94,0.55,0.55,0.71,1,0,0.05,0.01,0.02,1,0.13,0.49,0.17,0.78,0.05,1,0.26,0.2,0.29,0.29,0.35,0.92,0.92,1,0.85,0.29,0.24,0,0.03,0.01,0.11,0.13,0.16,0.22,0.08,0.09,0.1,0.12,0.81,0.05,0.09,0.11,0.47,0.47,0.3,0.95,0.01,0.08,0.5,0.01,0.93,0.93,0.09,0.38,0.38,0,0,1,1,1,0.59,1,1,1,0.71,0.58,0.15,0,0,0.32,0.5,0.77,0.62,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.11,0.66,?,?,?,?,0,?,0.02 +6,?,?,Folsomcity,1,0.03,0.83,0.19,0.76,0.21,0.2,0.24,0.49,0.22,0.26,0.05,1,0.58,0.61,0.34,0.6,0.34,0.3,0.58,0.58,0.43,0.47,0.12,0.19,0.38,0.34,0.32,0.01,0.12,0.15,0.26,0.38,0.22,0.22,0.25,0.4,0.18,0.66,0.26,0.78,0.46,0.33,0.43,0.8,0.82,0.86,0.79,0.5,0.59,0,0.06,0.02,0.14,0.25,0.35,0.4,0.07,0.12,0.15,0.16,0.77,0.08,0.13,0.14,0.48,0.51,0.37,0.73,0.11,0.36,0.5,0.03,0.72,0.7,0.01,0.29,0.94,0.05,0.13,0.51,0.55,0.56,0.45,0.53,0.61,0.5,0.67,0.78,0.28,0,0,0.23,0.53,0.15,0.16,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.12,0.09,?,?,?,?,0,?,0.08 +33,15,66660,Salemtown,1,0.03,0.52,0.02,0.96,0.11,0.02,0.38,0.46,0.28,0.31,0.03,0.81,0.54,0.75,0.24,0.53,0.36,0.17,0.36,0.55,0.44,0.42,0.52,0.13,0.61,0.24,0.38,0.01,0.09,0.19,0.29,0.32,0.39,0.71,0.63,0.23,0.35,0.45,0.42,0.4,0.38,0.41,0.57,0.82,0.81,0.91,0.69,0.61,0.66,0,0.08,0.01,0.14,0.15,0.23,0.28,0.06,0.05,0.08,0.08,0.82,0.08,0.23,0.23,0.56,0.62,0.32,0.79,0.06,0.46,0.5,0.04,0.72,0.74,0.34,0.68,0.6,0.05,0.09,0.4,0.37,0.35,0.57,0.59,0.63,0.56,0.4,0.59,0.49,0,0,0.17,0,0.71,0.6,0.35,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.09,0.02,?,?,?,?,0,?,0.09 +5,?,?,WestMemphiscity,1,0.03,0.55,0.82,0.34,0.03,0.01,0.51,0.53,0.34,0.33,0.04,1,0.17,0.54,0.44,0.2,0.44,0.67,0.22,0.2,0.16,0.28,0.13,0.09,0.35,0.34,0.35,0.06,0.61,0.55,0.66,0.16,0.55,0.45,0.3,0.35,0.59,0.28,0.63,0.41,0.7,0.7,0.63,0.34,0.27,0.3,0.32,0.64,0.62,0.06,0.77,0,0,0.1,0.37,0.34,0,0,0.01,0.01,0.99,0.01,0.42,0.41,0.59,0.58,0.6,0.47,0.29,0.47,0.5,0.03,0.77,0.48,0.63,0.35,0.58,0.74,0.62,0.08,0.07,0.08,0.08,0.15,0.17,0.19,0.65,0.41,0.56,0.01,0,0.01,0.52,0.55,0.73,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.16,0.01,?,?,?,?,0,?,0.3 +34,37,75740,Vernontownship,1,0.02,0.7,0.01,0.99,0.03,0.04,0.42,0.43,0.21,0.15,0,0,0.65,0.83,0.23,0.57,0.23,0.09,0.33,0.57,0.42,0.4,0.63,0,0.79,0.95,0.62,0,0.06,0.11,0.15,0.36,0.28,0.69,0.38,0.33,0.3,0.49,0.25,0.27,0.19,0.22,0.72,0.93,0.93,0.95,0.79,0.22,0.32,0,0.05,0.01,0.07,0.07,0.06,0.09,0.02,0.02,0.02,0.02,0.91,0.01,0.28,0.31,0.77,0.75,0.55,0.93,0.06,0.31,0.5,0.1,0.06,0.91,0.05,1,0.71,0.01,0.21,0.41,0.38,0.36,0.67,0.67,0.79,0.77,0.36,0.73,0.58,0,0,0.12,0.68,0.69,0.55,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.2,0.03,0.07,?,?,?,?,0,?,0.05 +6,?,?,Cloviscity,1,0.06,0.49,0.03,0.75,0.34,0.3,0.45,0.55,0.33,0.23,0.08,1,0.33,0.68,0.38,0.34,0.28,0.53,0.3,0.34,0.27,0.28,0.25,0.15,0.22,0.29,0.32,0.05,0.26,0.23,0.3,0.31,0.35,0.65,0.18,0.47,0.32,0.41,0.54,0.38,0.66,0.64,0.58,0.6,0.65,0.65,0.61,0.48,0.57,0.02,0.21,0.02,0.46,0.51,0.55,0.6,0.22,0.22,0.22,0.21,0.75,0.15,0.29,0.27,0.54,0.6,0.49,0.44,0.26,0.49,0.5,0.03,0.89,0.42,0.1,0.21,0.77,0.09,0.07,0.21,0.2,0.19,0.38,0.34,0.36,0.35,0.51,0.56,0.28,0.02,0,0.21,0.66,0.25,0.63,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.29,0.05,?,?,?,?,0,?,0.17 +25,17,37000,Lowellcity,1,0.15,0.51,0.05,0.71,0.68,0.19,0.47,0.63,0.45,0.37,0.16,1,0.29,0.49,0.14,0.35,0.46,0.72,0.41,0.31,0.26,0.29,0.25,0.17,0.15,0.16,0.22,0.16,0.47,0.57,0.6,0.24,0.73,0.43,0.69,0.41,0.53,0.33,0.45,0.71,0.49,0.49,0.61,0.39,0.4,0.41,0.34,0.4,0.4,0.1,0.46,0.11,0.36,0.57,0.75,0.78,0.42,0.57,0.69,0.66,0.44,0.45,0.46,0.38,0.5,0.56,0.5,0.27,0.3,0.64,0,0.17,0.67,0.27,0.24,0.33,0.1,0.3,0.57,0.32,0.31,0.29,0.34,0.45,0.51,0.46,0.61,0.52,0.5,0.11,0.11,0.49,0.71,0.48,0.73,0.62,0.03,0.17,0.97,0.19,0.05,0.2,0.38,0.17,0.74,0.89,0.01,0.16,0,0.07,0.07,0.43,0.39,0.04,0.63,0.16,0,0.02,0.68,0,1,0.12,0.53 +22,?,?,BatonRougecity,1,0.34,0.43,0.86,0.3,0.1,0.03,0.6,0.64,0.54,0.36,0.35,1,0.17,0.5,0.22,0.36,0.39,0.47,0.45,0.22,0.25,0.41,0.16,0.31,0.21,0.27,0.45,0.5,0.7,0.3,0.39,0.45,0.62,0.38,0.2,0.65,0.28,0.51,0.54,0.68,0.58,0.59,0.53,0.3,0.28,0.38,0.26,0.56,0.53,0.37,0.81,0.04,0.6,0.6,0.66,0.67,0.13,0.11,0.11,0.1,0.89,0.05,0.34,0.27,0.41,0.47,0.37,0.44,0.24,0.58,0,0.73,0.39,0.42,0.99,0.7,0.54,0.36,0.29,0.1,0.12,0.14,0.15,0.19,0.2,0.2,0.62,0.26,0.33,0.08,0.02,0.08,0.78,0.54,0.69,0.77,0.12,0.25,0.89,0.24,0.08,0.14,0.18,0.25,0.48,0.65,0.54,0.02,0,0.39,0.07,0.5,0.27,0.21,0.25,0.11,0.55,0.07,0.42,0.5,0.35,0.13,1 +42,107,62432,Pottsvillecity,1,0.01,0.34,0.03,0.97,0.03,0.01,0.35,0.41,0.27,0.67,0,0,0.16,0.27,0.11,0.39,0.77,0.45,0.51,0.2,0.22,0.2,0.14,0.1,0.95,0.08,0.51,0.02,0.4,0.39,0.53,0.18,0.46,0.3,0.58,0.47,0.7,0.27,0.44,0.46,0.43,0.45,0.46,0.54,0.58,0.48,0.37,0.39,0.49,0.01,0.31,0,0,0,0,0.05,0,0,0,0,0.95,0.01,0.21,0.17,0.34,0.45,0.2,0.62,0.04,0.37,0.5,0.03,0.69,0.56,0.12,0.86,0,0.21,0.6,0.03,0.03,0.05,0.07,0.14,0.17,0.1,0.46,0.18,0.54,0,0,0.04,0.99,0.77,0.95,0.92,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.33,0.05,?,?,?,?,0,?,0.05 +12,?,?,Bartowcity,1,0.01,0.48,0.57,0.51,0.04,0.06,0.46,0.46,0.33,0.57,0,0,0.23,0.43,0.61,0.33,0.64,0.43,0.63,0.24,0.21,0.27,0.18,0.12,0.15,0.15,0.27,0.02,0.43,0.46,0.58,0.18,0.38,0.32,0.38,0.39,0.52,0.29,0.69,0.39,0.69,0.71,0.45,0.37,0.28,0.3,0.43,0.58,0.64,0.02,0.44,0,0.23,0.36,0.46,0.47,0.05,0.07,0.08,0.07,0.9,0.08,0.26,0.25,0.45,0.4,0.55,0.58,0.31,0.5,0.5,0.03,0.65,0.61,0.22,0.37,0.48,0.69,0.53,0.08,0.07,0.08,0.11,0.17,0.19,0.19,0.44,0.16,0.19,0,0,0.08,0.58,0.62,0.8,0.8,0.07,1,0.92,1,0.08,1,0.3,1,0.51,0.85,0.19,0.04,0,0.16,0.18,0.71,0.36,0.02,0.14,0.03,0.47,0.12,0.86,0.5,1,1,0.63 +12,?,?,PlantCitycity,1,0.02,0.47,0.41,0.63,0.03,0.15,0.41,0.45,0.28,0.45,0,0,0.23,0.54,0.55,0.28,0.51,0.41,0.38,0.25,0.24,0.28,0.18,0.22,1,0.11,0.24,0.04,0.47,0.49,0.56,0.2,0.31,0.47,0.38,0.28,0.57,0.31,0.63,0.26,0.61,0.65,0.51,0.47,0.44,0.45,0.57,0.33,0.41,0.02,0.37,0.01,0.29,0.56,0.55,0.57,0.09,0.16,0.14,0.13,0.85,0.13,0.34,0.33,0.5,0.43,0.6,0.55,0.32,0.54,0.5,0.05,0.58,0.59,0.17,0.36,0.71,0.78,0.42,0.1,0.1,0.13,0.19,0.24,0.26,0.26,0.59,0.53,0.4,0,0.01,0.13,0.49,0.38,0.61,0.55,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.09,0,?,?,?,?,0,?,1 +48,?,?,SanAngelocity,1,0.12,0.49,0.09,0.68,0.07,0.52,0.52,0.56,0.43,0.41,0.13,1,0.2,0.53,0.75,0.41,0.48,0.29,0.41,0.21,0.21,0.24,0.18,0.2,0.17,0.2,0.24,0.13,0.49,0.51,0.5,0.27,0.5,0.49,0.27,0.48,0.42,0.35,0.53,0.37,0.56,0.57,0.51,0.63,0.61,0.7,0.61,0.61,0.61,0.03,0.15,0.03,0.19,0.23,0.28,0.36,0.07,0.08,0.08,0.1,0.55,0.25,0.29,0.26,0.45,0.47,0.44,0.5,0.3,0.58,0,0.21,0.52,0.5,0.13,0.43,0.58,0.47,0.27,0.06,0.07,0.08,0.21,0.22,0.25,0.21,0.44,0.39,0.4,0.14,0,0.16,0.71,0.43,0.55,0.65,0.02,0.15,0.97,0.17,0.05,0.22,0.46,0.15,0.86,0.76,0.07,0.32,0,0.26,0.07,0.71,0.39,0.14,0.15,0.04,0.1,0.02,0.62,0,1,0.11,0.21 +37,?,?,Fayettevillecity,1,0.11,0.39,0.75,0.35,0.09,0.06,0.49,0.6,0.44,0.34,0.12,1,0.21,0.59,0.21,0.3,0.38,0.5,0.57,0.23,0.26,0.37,0.21,0.13,0.29,0.33,0.37,0.12,0.49,0.29,0.35,0.38,0.47,0.48,0.26,0.59,0.43,0.48,0.59,0.43,0.68,0.67,0.4,0.39,0.36,0.47,0.32,0.44,0.44,0.09,0.53,0.02,0.4,0.34,0.38,0.35,0.1,0.07,0.07,0.06,0.89,0.05,0.18,0.17,0.38,0.41,0.39,0.43,0.14,0.47,0.5,0.11,0.75,0.44,0.35,0.4,0.63,0.4,0.24,0.12,0.12,0.14,0.17,0.23,0.25,0.26,0.54,0.54,0.54,0.06,0.07,0.1,0.55,0.46,0.53,0.38,0.03,0.25,0.96,0.26,0.08,0.36,0.49,0.25,0.7,0.53,0.68,0,0.51,0.52,0.01,0.29,0.05,0.12,0.16,0.07,0.16,0.03,0.51,1,0.19,0.15,0.86 +39,?,?,Wadsworthcity,1,0.01,0.41,0.01,0.99,0.03,0,0.36,0.39,0.22,0.48,0.02,1,0.34,0.54,0.16,0.58,0.55,0.25,0.61,0.36,0.33,0.31,0.36,0.59,0.39,0,0.25,0.01,0.19,0.22,0.34,0.36,0.34,0.46,0.64,0.43,0.51,0.43,0.36,0.24,0.38,0.39,0.44,0.76,0.79,0.84,0.83,0.3,0.35,0,0.05,0,0.1,0.28,0.34,0.47,0.01,0.04,0.04,0.05,0.95,0.01,0.13,0.14,0.44,0.5,0.29,0.71,0.03,0.36,0.5,0.01,0.91,0.66,0.08,0.29,0.42,0.13,0,0.13,0.13,0.14,0.23,0.23,0.24,0.25,0.38,0.19,0.26,0,0,0.06,0.77,0.58,0.64,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.16,0.02,?,?,?,?,0,?,0.03 +44,7,20080,Cumberlandtown,1,0.03,0.46,0,0.99,0.02,0.03,0.33,0.4,0.25,0.48,0.04,0.85,0.48,0.59,0.24,0.61,0.53,0.22,0.48,0.47,0.41,0.4,0.33,0.06,0.73,0.08,0.46,0.01,0.08,0.37,0.43,0.35,0.32,0.58,0.64,0.36,0.47,0.46,0.22,0.32,0.21,0.22,0.47,0.84,0.85,0.89,0.85,0.56,0.67,0,0.08,0.02,0.12,0.17,0.17,0.22,0.07,0.09,0.08,0.09,0.69,0.21,0.14,0.15,0.5,0.57,0.27,0.78,0.04,0.38,0.5,0.02,0.86,0.72,0.15,0.47,0.48,0.07,0.1,0.36,0.35,0.35,0.19,0.28,0.36,0.29,0.34,0.51,0.42,0,0,0.25,0.69,0.71,0.8,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.09,0.06,?,?,?,?,0,?,0.26 +12,?,?,LakeCitycity,1,0,0.39,0.75,0.39,0.05,0.02,0.38,0.41,0.26,0.69,0,0,0.12,0.34,0.05,0.29,0.68,0.69,0.64,0.15,0.17,0.26,0.14,0.46,0,0.08,0.39,0.02,0.66,0.46,0.58,0.22,0.53,0.23,0.18,0.51,0.44,0.37,0.83,0.4,0.77,0.83,0.48,0.19,0.18,0.19,0.29,0.4,0.53,0.01,0.46,0,0.3,0.38,0.31,0.43,0.03,0.04,0.03,0.04,0.96,0.02,0.36,0.29,0.36,0.34,0.42,0.44,0.26,0.52,0.5,0.03,0.44,0.46,0.23,0.38,0.46,0.88,1,0.04,0.04,0.06,0.07,0.12,0.13,0.15,0.65,0.32,0.47,0,0.08,0.04,0.69,0.54,0.56,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.08,0.01,?,?,?,?,0,?,0.87 +34,31,56550,Passaiccity,1,0.08,0.67,0.4,0.16,0.43,0.93,0.47,0.58,0.4,0.32,0.09,1,0.25,0.52,0.12,0.26,0.44,0.53,0.29,0.25,0.2,0.28,0.24,0.13,0.29,0.23,0.28,0.09,0.45,0.81,0.79,0.21,0.75,0.48,0.86,0.19,0.99,0.19,0.45,0.65,0.56,0.53,0.82,0.34,0.34,0.39,0.28,0.61,0.6,0.12,0.97,0.14,0.61,0.68,0.73,0.77,1,1,1,1,0,1,0.82,0.74,0.72,0.8,0.71,0.06,0.78,0.78,0,0.05,0.84,0.09,0.17,0.59,0.1,0.76,0.82,0.4,0.42,0.39,0.32,0.39,0.49,0.42,0.59,0.83,0.67,0.01,0.03,1,0.34,0.53,0.67,0.54,0.02,0.22,0.97,0.28,0.02,0.15,0.22,0.22,0.55,0.46,0.48,0.4,0,0.6,0.03,0.29,1,0.01,1,0.7,0.06,0.02,0.86,0,0.7,0.18,0.44 +6,?,?,Lafayettecity,1,0.02,0.42,0.01,0.89,0.36,0.06,0.33,0.3,0.18,0.45,0.04,1,0.88,0.58,0.2,0.83,0.38,0.1,0.52,0.95,1,1,0.43,0.6,0.57,0.44,0.65,0.01,0.1,0.04,0.04,0.97,0.07,0.61,0.14,0.66,0.09,0.93,0.33,0.33,0.4,0.38,0.37,0.84,0.88,0.9,0.71,0.41,0.38,0,0.07,0.01,0.25,0.24,0.29,0.29,0.17,0.14,0.15,0.14,0.83,0.05,0.09,0.1,0.45,0.51,0.22,0.79,0.05,0.23,0.5,0.01,0.9,0.73,0.08,0.35,0.42,0.02,0.13,1,1,1,0.72,0.72,0.92,0.71,0.56,0.63,0.1,0,0,0.28,0.52,0.68,0.64,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.13,0.71,?,?,?,?,0,?,0.03 +37,?,?,Hendersoncity,1,0.01,0.41,1,0.18,0.01,0.01,0.43,0.46,0.31,0.55,0,0,0.11,0.48,0.23,0.23,0.65,0.64,0.42,0.12,0.2,0.35,0.17,0.04,0.78,0.16,0.24,0.03,0.64,0.75,0.78,0.17,0.51,0.4,0.76,0.33,0.87,0.26,0.62,0.49,0.68,0.69,0.47,0.13,0.13,0.09,0.1,0.64,0.72,0.03,0.77,0,0.27,0.46,0.38,0.45,0.02,0.03,0.02,0.03,0.96,0.04,0.33,0.29,0.42,0.35,0.53,0.35,0.23,0.51,0.5,0.02,0.74,0.41,0.37,0.57,0.44,0.75,0.83,0.06,0.07,0.09,0.03,0.07,0.08,0.15,0.67,0.28,0.53,0,0,0.03,0.86,0.63,0.8,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.18,0.01,?,?,?,?,0,?,0.73 +12,?,?,Clearwatercity,1,0.14,0.22,0.17,0.84,0.06,0.05,0.26,0.33,0.21,0.84,0.16,1,0.25,0.26,0.17,0.57,0.75,0.2,0.72,0.29,0.4,0.42,0.18,0.12,0.23,0.28,0.42,0.09,0.27,0.21,0.33,0.32,0.27,0.34,0.22,0.37,0.22,0.39,0.68,0.32,0.64,0.68,0.23,0.45,0.47,0.5,0.52,0.57,0.62,0.05,0.25,0.05,0.24,0.27,0.32,0.35,0.14,0.13,0.15,0.14,0.84,0.08,0.11,0.09,0.21,0.23,0.23,0.54,0.1,0.79,0,0.52,0.22,0.54,0.08,0.33,0.69,0.3,0.09,0.16,0.17,0.19,0.33,0.33,0.39,0.34,0.59,0.57,0.25,0.13,0.08,0.24,0.12,0.45,0.54,0.34,0.04,0.21,0.95,0.26,0.1,0.4,0.64,0.21,0.94,0.87,0.16,0.04,0.08,0.13,0.03,0.29,0.65,0.07,0.33,0.09,0.16,0.04,0.82,1,0.37,0.2,0.48 +40,?,?,Owassocity,1,0,0.55,0.03,0.88,0.03,0.02,0.4,0.47,0.24,0.22,0,0,0.35,0.64,0.56,0.44,0.3,0.21,0.35,0.33,0.25,0.25,0.29,0.17,0.08,0.29,0.44,0.01,0.22,0.19,0.26,0.22,0.2,0.64,0.42,0.31,0.33,0.34,0.37,0.16,0.42,0.41,0.55,0.78,0.81,0.84,0.76,0.55,0.55,0,0.09,0,0.14,0.32,0.34,0.29,0.01,0.02,0.02,0.02,0.98,0.02,0.15,0.17,0.58,0.63,0.42,0.71,0.09,0.27,0.5,0.01,0.7,0.67,0.41,0.68,0.81,0.2,0,0.13,0.1,0.08,0.26,0.29,0.31,0.33,0.57,0.44,0.28,0,0,0.03,0.55,0.39,0.61,0.65,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.15,0.01,?,?,?,?,0,?,0.06 +29,?,?,Rollacity,1,0.01,0.44,0.04,0.88,0.3,0.02,0.84,0.87,0.91,0.42,0,0,0.12,0.48,0.27,0.51,0.45,0.33,0.5,0.19,0.17,0.16,0.18,0.09,0.27,0.45,0.36,0.02,0.59,0.41,0.39,0.45,0.42,0.23,0.14,0.8,0.25,0.51,0.24,0.93,0.51,0.38,0.34,0.59,0.63,0.59,0.63,0.38,0.46,0,0.1,0.01,1,0.97,0.94,0.82,0.46,0.36,0.31,0.25,0.88,0.04,0.11,0.09,0.26,0.34,0.25,0.37,0.12,0.59,0,0.03,0.62,0.35,0.03,0.43,0.58,0.31,0.17,0.07,0.07,0.08,0.1,0.14,0.16,0.13,0.51,0.17,0.21,0,0,0.17,0.59,0.22,0.15,0.37,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0.01,?,?,?,?,0,?,0.07 +9,9,7310,Branfordtown,1,0.03,0.29,0.02,0.96,0.08,0.03,0.23,0.39,0.21,0.5,0.04,0.97,0.53,0.67,0.12,0.69,0.47,0.1,0.47,0.56,0.6,0.58,0.39,0.29,0.57,0.47,0.63,0.01,0.08,0.16,0.22,0.53,0.22,0.67,0.35,0.6,0.25,0.6,0.46,0.41,0.48,0.49,0.35,0.73,0.75,0.88,0.65,0.47,0.55,0,0.03,0.01,0.2,0.22,0.21,0.26,0.06,0.06,0.05,0.06,0.88,0.04,0.1,0.09,0.31,0.35,0.24,0.66,0.04,0.59,0,0.07,0.56,0.63,0.03,0.51,0.6,0.02,0.05,0.45,0.48,0.54,0.6,0.61,0.75,0.67,0.47,0.55,0.61,0.06,0.08,0.13,0.71,0.58,0.81,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.1,0.08,?,?,?,?,0,?,0.03 +25,21,7665,Braintreetown,1,0.04,0.54,0.01,0.97,0.09,0.01,0.32,0.45,0.3,0.53,0.05,1,0.55,0.56,0.05,0.58,0.59,0.23,0.76,0.56,0.46,0.45,0.38,0.12,0.38,0.37,0.48,0.01,0.09,0.12,0.19,0.37,0.42,0.5,0.27,0.4,0.24,0.5,0.21,0.5,0.26,0.24,0.57,0.77,0.79,0.83,0.75,0.45,0.5,0.01,0.09,0.01,0.13,0.13,0.14,0.16,0.06,0.05,0.05,0.06,0.89,0.05,0.31,0.3,0.55,0.62,0.27,0.8,0.04,0.35,0.5,0.01,0.94,0.74,0.19,0.42,0.27,0.02,0.03,0.45,0.43,0.41,0.45,0.55,0.67,0.56,0.47,0.28,0.4,0,0,0.19,0.88,0.91,0.86,0.91,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.2,0.44,?,?,?,?,0,?,0.17 +25,21,16495,Dedhamtown,1,0.02,0.52,0.02,0.97,0.07,0.02,0.33,0.45,0.3,0.52,0.04,1,0.56,0.58,0.17,0.63,0.59,0.24,0.58,0.57,0.48,0.46,0.23,0.74,0.36,0.16,0.32,0.01,0.11,0.18,0.26,0.43,0.32,0.53,0.25,0.47,0.24,0.5,0.2,0.54,0.27,0.25,0.55,0.74,0.77,0.75,0.7,0.45,0.48,0.01,0.09,0.01,0.2,0.21,0.25,0.24,0.1,0.1,0.1,0.09,0.82,0.08,0.28,0.28,0.54,0.57,0.38,0.8,0.05,0.31,0.5,0.01,0.91,0.77,0.03,0.44,0.21,0.06,0.13,0.49,0.45,0.44,0.3,0.53,0.68,0.61,0.4,0.44,0.5,0,0,0.22,0.85,0.85,0.73,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.19,0.43,?,?,?,?,0,?,0.11 +34,39,70020,Springfieldtownship,1,0.01,0.27,0.07,0.91,0.13,0.04,0.17,0.26,0.14,0.81,0.02,1,0.61,0.48,0.22,0.78,0.72,0.13,0.52,0.65,0.75,0.74,0.44,0.29,0.66,0.34,0.48,0,0.05,0.21,0.25,0.57,0.17,0.54,0.27,0.52,0.15,0.69,0.2,0.3,0.27,0.26,0.31,0.91,0.92,0.96,0.85,0.57,0.55,0,0.03,0.01,0.16,0.18,0.21,0.26,0.17,0.17,0.18,0.2,0.68,0.15,0.09,0.09,0.3,0.41,0.07,0.75,0.01,0.41,0.5,0.01,0.89,0.66,0.04,0.44,0.33,0.01,0,0.57,0.57,0.57,0.63,0.71,0.87,0.71,0.56,0.58,0.63,0,0,0.45,0.64,0.85,0.75,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.22,0.34,?,?,?,?,0,?,0.05 +6,?,?,SanDimascity,1,0.04,0.6,0.07,0.72,0.53,0.32,0.45,0.46,0.31,0.28,0.05,1,0.64,0.69,0.05,0.53,0.26,0.27,0.33,0.62,0.52,0.52,0.38,0.32,0.43,0.48,0.56,0.01,0.13,0.14,0.24,0.43,0.16,0.68,0.38,0.44,0.24,0.58,0.49,0.41,0.51,0.52,0.58,0.75,0.7,0.84,0.56,0.55,0.51,0.01,0.17,0.03,0.22,0.29,0.4,0.41,0.23,0.27,0.33,0.31,0.64,0.19,0.34,0.33,0.6,0.6,0.54,0.74,0.2,0.35,0.5,0.03,0.83,0.73,0.09,0.23,0.73,0.07,0.04,0.57,0.65,0.71,0.68,0.69,0.8,0.68,0.66,0.73,0.14,0,0,0.44,0.5,0.48,0.81,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.17,0.08,?,?,?,?,0,?,0.25 +51,?,?,Blacksburgtown,1,0.04,0.67,0.08,0.81,0.47,0.03,1,1,1,0.09,0,0,0.12,0.85,0.49,0.64,0.12,0.16,0.18,0.32,0.16,0.16,0.2,0.06,0.15,0.2,0.26,0.09,1,0.11,0.11,1,0.43,0.14,0.12,1,0.15,0.75,0.05,1,0.12,0.08,0.3,0.7,0.75,0.7,0.7,0.42,0.39,0,0.15,0.02,0.87,0.95,0.96,0.87,0.66,0.63,0.58,0.48,0.81,0.06,0.07,0.04,0.33,0.41,0.36,0.12,0.08,0.57,0,0.03,0.78,0.13,0.05,0.28,0.75,0.16,0.2,0.21,0.2,0.22,0.32,0.3,0.33,0.28,1,0.28,0.12,0,0,0.32,0.33,0,0,0.11,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.15,0.36,?,?,?,?,0,?,0.05 +48,?,?,Weatherfordcity,1,0.01,0.41,0.05,0.89,0.04,0.12,0.43,0.43,0.3,0.56,0,0,0.22,0.4,0.49,0.43,0.61,0.38,0.46,0.27,0.23,0.23,0.22,0.06,0.08,0.19,0.26,0.02,0.4,0.39,0.51,0.24,0.3,0.38,0.41,0.32,0.38,0.36,0.52,0.25,0.58,0.58,0.44,0.64,0.61,0.61,0.62,0.3,0.36,0,0.11,0,0.16,0.5,0.45,0.62,0.03,0.1,0.08,0.1,0.89,0.11,0.23,0.21,0.4,0.36,0.48,0.53,0.18,0.54,0.5,0.05,0.42,0.56,0.15,0.39,0.54,0.44,0.82,0.08,0.08,0.09,0.2,0.23,0.24,0.25,0.57,0.31,0.44,0.01,0,0.09,0.78,0.44,0.51,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.08,0.03,?,?,?,?,0,?,0.15 +37,?,?,Salisburycity,1,0.02,0.37,0.69,0.45,0.04,0.01,0.45,0.45,0.38,0.68,0,0,0.21,0.39,0.13,0.4,0.67,0.44,0.58,0.24,0.27,0.36,0.19,0.17,0.21,0.21,0.16,0.03,0.41,0.4,0.53,0.32,0.23,0.35,0.68,0.49,0.68,0.38,0.59,0.5,0.56,0.59,0.35,0.31,0.31,0.32,0.38,0.62,0.67,0.02,0.47,0,0.46,0.89,0.77,0.71,0.03,0.06,0.05,0.04,0.96,0.04,0.19,0.16,0.29,0.27,0.36,0.44,0.12,0.57,0,0.04,0.7,0.47,0.19,0.5,0.4,0.46,0.26,0.08,0.09,0.11,0.12,0.17,0.18,0.2,0.39,0.23,0.36,0.01,0,0.03,0.79,0.51,0.66,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.12,0.07,?,?,?,?,0,?,0.46 +39,89,54040,Newarkcity,1,0.06,0.35,0.06,0.94,0.02,0.01,0.37,0.45,0.28,0.47,0.07,1,0.19,0.43,0.23,0.41,0.55,0.46,0.64,0.22,0.22,0.21,0.24,0.07,0.72,0.24,0.33,0.06,0.41,0.3,0.47,0.16,0.52,0.39,0.45,0.39,0.53,0.33,0.66,0.29,0.66,0.69,0.42,0.53,0.57,0.53,0.59,0.5,0.42,0.02,0.19,0,0.09,0.13,0.13,0.19,0,0.01,0.01,0.01,0.98,0.03,0.17,0.15,0.37,0.4,0.36,0.48,0.07,0.53,0.5,0.06,0.76,0.47,0.14,0.43,0.33,0.44,0.26,0.07,0.07,0.08,0.16,0.18,0.2,0.2,0.5,0.19,0.29,0,0,0.02,0.84,0.54,0.8,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.21,0.03,?,?,?,?,0,?,0.45 +54,?,?,Huntingtoncity,1,0.07,0.28,0.13,0.89,0.03,0.01,0.55,0.52,0.48,0.66,0.09,1,0.11,0.21,0.1,0.37,0.75,0.46,0.71,0.18,0.23,0.23,0.18,0.12,0.55,0.17,0.29,0.11,0.61,0.41,0.48,0.33,0.73,0.14,0.24,0.72,0.33,0.52,0.58,0.48,0.56,0.59,0.33,0.47,0.49,0.49,0.42,0.3,0.33,0.03,0.2,0,0.48,0.49,0.47,0.45,0.04,0.04,0.03,0.03,0.96,0.02,0.11,0.09,0.24,0.29,0.22,0.5,0.05,0.59,0,0.17,0.49,0.47,0.31,0.76,0.13,0.63,0.3,0.06,0.06,0.07,0.11,0.14,0.14,0.15,0.76,0.2,0.28,0.04,0.01,0.03,0.78,0.58,0.64,0.69,0.01,0.17,0.98,0.22,0.02,0.18,0.33,0.17,0.86,0.98,0.03,0,0,0.02,0.04,0.29,0.3,0.04,0.31,0.09,0.03,0,0.84,0,1,0.04,0.23 +42,89,74880,Stroudtownship,1,0,0.44,0.03,0.96,0.06,0.03,0.36,0.34,0.22,0.48,0,0,0.46,0.57,0.12,0.57,0.51,0.11,0.51,0.46,0.4,0.39,0.3,0.74,0.23,0.38,0.55,0,0.09,0.23,0.31,0.35,0.27,0.54,0.4,0.34,0.41,0.37,0.37,0.28,0.31,0.35,0.43,0.81,0.81,0.89,0.82,0.29,0.43,0,0.11,0,0.25,0.38,0.39,0.43,0.07,0.1,0.09,0.09,0.88,0.04,0.16,0.17,0.48,0.47,0.47,0.79,0.06,0.27,0.5,0.05,0.19,0.79,0.07,0.28,0.63,0.04,0.2,0.27,0.29,0.31,0.36,0.38,0.49,0.41,0.46,0.53,0.37,0,0,0.12,0.6,0.65,0.58,0.41,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.03,0.13,?,?,?,?,0,?,0.08 +18,?,?,Wabashcity,1,0,0.4,0.01,0.97,0.02,0.02,0.38,0.45,0.3,0.51,0,0,0.22,0.57,0.28,0.43,0.57,0.29,0.55,0.24,0.21,0.2,0.01,0.11,0.07,0.15,0.31,0.01,0.3,0.37,0.56,0.14,0.42,0.49,0.96,0.29,0.99,0.18,0.54,0.29,0.56,0.57,0.42,0.65,0.63,0.62,0.59,0.84,0.79,0,0.12,0,0,0.41,0.33,0.28,0,0.03,0.02,0.02,0.96,0.04,0.17,0.17,0.4,0.43,0.35,0.61,0.08,0.44,0.5,0.01,0.82,0.59,0.06,0.52,0.23,0.66,0.22,0.05,0.04,0.04,0.16,0.15,0.14,0.14,0.38,0.07,0.31,0.01,0,0.03,0.81,0.62,0.82,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.19,0.02,?,?,?,?,0,?,0.08 +48,?,?,Edinburgcity,1,0.03,0.9,0.01,0.61,0.03,1,0.68,0.68,0.51,0.27,0.05,1,0.12,0.57,0.44,0.19,0.43,0.93,0.15,0.1,0.08,0.09,0.14,1,0.3,0.16,0.21,0.09,0.9,1,0.78,0.3,0.88,0.26,0.15,0.78,0.38,0.5,0.36,0.54,0.48,0.45,0.97,0.52,0.49,0.6,0.6,0.39,0.33,0.02,0.28,0.04,0.41,0.47,0.46,0.53,0.53,0.53,0.47,0.5,0,1,0.92,0.93,0.9,0.91,0.85,0.47,0.92,0.58,0,0.04,0.68,0.48,0.24,0.38,0.71,0.77,0.83,0.05,0.05,0.07,0.04,0.16,0.16,0.15,0.48,0.36,0.51,0,0,0.55,0.71,0.55,0.74,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.18,0.01,?,?,?,?,0,?,0.2 +25,9,37490,Lynncity,1,0.11,0.4,0.16,0.74,0.23,0.17,0.35,0.47,0.3,0.49,0.13,1,0.28,0.38,0.09,0.36,0.54,0.65,0.54,0.32,0.27,0.29,0.24,0.14,0.14,0.16,0.23,0.12,0.42,0.34,0.46,0.22,0.62,0.4,0.5,0.39,0.43,0.31,0.53,0.61,0.56,0.57,0.55,0.36,0.38,0.38,0.4,0.42,0.39,0.09,0.51,0.08,0.47,0.59,0.65,0.66,0.46,0.5,0.5,0.47,0.65,0.35,0.37,0.3,0.42,0.54,0.36,0.36,0.2,0.7,0,0.16,0.63,0.33,0.36,0.34,0,0.31,0.41,0.36,0.34,0.31,0.32,0.47,0.55,0.47,0.67,0.65,0.67,0.12,0.38,0.41,0.77,0.61,0.75,0.72,0.02,0.18,0.97,0.23,0.03,0.15,0.27,0.18,0.86,0.83,0.18,0.09,0,0.19,0.02,0.71,0.99,0.03,0.63,0.5,0.04,0.02,0.86,1,0.41,0.15,0.73 +34,23,82000,Woodbridgetownship,1,0.13,0.51,0.13,0.8,0.34,0.1,0.27,0.45,0.25,0.44,0.15,1,0.56,0.68,0.19,0.61,0.49,0.15,0.59,0.54,0.45,0.45,0.36,0.29,0.38,0.37,0.58,0.02,0.07,0.31,0.38,0.31,0.27,0.56,0.4,0.29,0.37,0.41,0.37,0.49,0.28,0.33,0.5,0.79,0.77,0.89,0.71,0.43,0.53,0.02,0.09,0.08,0.25,0.34,0.42,0.46,0.21,0.25,0.29,0.29,0.69,0.13,0.22,0.22,0.5,0.57,0.32,0.73,0.1,0.45,0.5,0.05,0.91,0.69,0.16,0.41,0.4,0.06,0.11,0.43,0.4,0.35,0.67,0.62,0.69,0.62,0.42,0.56,0.75,0.03,0,0.36,0.67,0.79,0.69,0.76,0.02,0.16,0.96,0.21,0.03,0.14,0.26,0.16,0.76,0.96,0,0.06,0,0.04,0.02,0.64,0.02,0.07,0.34,0.39,0.02,0.02,0.84,0,0.36,0.1,0.17 +42,41,32296,Hampdentownship,1,0.02,0.47,0.01,0.95,0.16,0.01,0.41,0.39,0.25,0.32,0.03,0.91,0.54,0.73,0.23,0.73,0.34,0.06,0.59,0.54,0.52,0.51,0.23,0.06,0.47,0.29,0.42,0,0.04,0.1,0.14,0.51,0.06,0.7,0.2,0.37,0.26,0.59,0.27,0.25,0.3,0.3,0.47,0.86,0.89,0.88,0.78,0.44,0.49,0,0.04,0,0.32,0.29,0.36,0.35,0.08,0.06,0.07,0.06,0.91,0.02,0.1,0.11,0.5,0.53,0.32,0.84,0.03,0.29,0.5,0.02,0.84,0.81,0,0.3,0.69,0.02,0.22,0.24,0.26,0.28,0.47,0.41,0.4,0.43,0.22,0.32,0.11,0,0,0.1,0.71,0.58,0.51,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.1,0.02,?,?,?,?,0,?,0.07 +34,17,36000,JerseyCitycity,1,0.35,0.5,0.58,0.21,0.7,0.45,0.41,0.57,0.36,0.35,0.36,1,0.29,0.51,0.13,0.32,0.4,0.59,0.33,0.28,0.27,0.36,0.26,0.26,0.29,0.26,0.32,0.39,0.5,0.48,0.6,0.34,0.74,0.43,0.34,0.36,0.52,0.36,0.47,0.78,0.53,0.52,0.69,0.25,0.23,0.36,0.3,0.36,0.31,0.41,0.9,0.38,0.43,0.55,0.64,0.68,0.75,0.84,0.88,0.86,0.28,0.52,0.61,0.5,0.53,0.65,0.52,0.1,0.52,0.77,0,0.44,0.62,0.11,0.72,0.5,0,0.55,0.69,0.27,0.3,0.31,0.34,0.42,0.51,0.41,0.45,0.66,0.82,0.27,0.61,0.73,0.46,0.64,0.71,0.55,0.19,0.41,0.83,0.42,0.28,0.46,0.4,0.41,0.17,0.79,0.18,0.16,0,0.22,0.18,0.71,0.17,0.04,1,1,0.29,0.19,0.49,0,0.55,0.36,0.83 +53,?,?,PortAngelescity,1,0.01,0.31,0.01,0.93,0.09,0.03,0.36,0.36,0.22,0.6,0,0,0.22,0.29,0.04,0.54,0.65,0.4,0.69,0.25,0.27,0.24,0.16,0.48,0.17,0.23,0.26,0.02,0.36,0.2,0.34,0.22,0.48,0.31,0.34,0.42,0.42,0.34,0.66,0.3,0.67,0.7,0.33,0.5,0.54,0.58,0.46,0.49,0.49,0.01,0.14,0,0.21,0.32,0.27,0.25,0.06,0.08,0.06,0.05,0.95,0.03,0.17,0.14,0.31,0.33,0.32,0.52,0.1,0.52,0.5,0.02,0.77,0.52,0.18,0.26,0.38,0.23,0.33,0.14,0.13,0.14,0.19,0.23,0.24,0.22,0.53,0.27,0.28,0.02,0,0.12,0.52,0.48,0.6,0.55,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.15,0.14,?,?,?,?,0,?,0.1 +40,?,?,TheVillagecity,1,0,0.24,0.19,0.78,0.07,0.04,0.18,0.41,0.18,0.56,0.02,1,0.27,0.54,0.37,0.55,0.53,0.11,0.53,0.28,0.31,0.32,0.21,0.22,0.2,0.34,0.43,0.01,0.17,0.08,0.18,0.49,0.18,0.6,0.13,0.48,0.22,0.51,0.54,0.22,0.69,0.66,0.27,0.6,0.64,0.74,0.44,0.78,0.81,0,0.08,0,0.14,0.15,0.28,0.3,0.02,0.02,0.04,0.04,0.94,0.02,0.08,0.08,0.27,0.2,0.44,0.57,0.07,0.36,0.5,0.02,0.68,0.63,0.1,0.66,0.4,0.15,0,0.09,0.07,0.07,0.32,0.29,0.28,0.3,0.31,0.33,0.29,0,0,0.06,0.62,0.58,0.77,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.34,0,?,?,?,?,0,?,0.25 +39,43,70380,Sanduskycity,1,0.03,0.34,0.37,0.69,0.01,0.04,0.39,0.46,0.29,0.48,0,0,0.18,0.44,0.14,0.37,0.59,0.4,0.58,0.22,0.22,0.24,0.2,0.11,0.21,0.22,0.24,0.04,0.4,0.3,0.5,0.13,0.58,0.43,0.66,0.33,0.71,0.23,0.71,0.41,0.67,0.71,0.48,0.39,0.41,0.57,0.49,0.74,0.69,0.03,0.37,0,0.26,0.26,0.27,0.23,0.02,0.02,0.02,0.02,0.95,0.02,0.28,0.23,0.37,0.41,0.34,0.5,0.1,0.55,0,0.07,0.58,0.48,0.06,0.58,0.1,0.45,0.14,0.08,0.07,0.07,0.16,0.19,0.19,0.18,0.38,0.17,0.39,0.02,0,0.03,0.83,0.6,0.83,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.25,0.02,?,?,?,?,0,?,0.12 +35,?,?,SilverCitytown,1,0,0.49,0.02,0.9,0.03,0.99,0.58,0.52,0.39,0.47,0,0,0.13,0.33,0.23,0.27,0.56,0.6,0.67,0.14,0.13,0.13,0.14,0.06,0.09,0.11,0.24,0.02,0.64,0.47,0.47,0.31,0.77,0.23,0.04,0.69,0.33,0.34,0.51,0.43,0.61,0.59,0.55,0.46,0.53,0.33,0.46,0.09,0.27,0.01,0.28,0,0.2,0.22,0.22,0.27,0.05,0.05,0.04,0.05,0.27,0.13,0.35,0.33,0.5,0.51,0.48,0.55,0.24,0.52,0.5,0.02,0.63,0.55,0.18,0.45,0.6,0.64,0.26,0.09,0.08,0.08,0.08,0.12,0.14,0.14,0.55,0.31,0.22,0,0,0.1,0.58,0.49,0.63,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.1,0,?,?,?,?,0,?,0.25 +48,?,?,Taylorcity,1,0,0.5,0.33,0.52,0.02,0.53,0.45,0.45,0.29,0.53,0,0,0.16,0.41,0.95,0.37,0.66,0.46,0.35,0.22,0.17,0.22,0.15,0,0.92,0.2,0.23,0.02,0.58,0.87,0.71,0.17,0.48,0.4,0.56,0.35,0.61,0.27,0.43,0.36,0.46,0.47,0.6,0.58,0.54,0.49,0.6,0.71,0.72,0.01,0.26,0,0.15,0.15,0.22,0.43,0.03,0.03,0.04,0.06,0.58,0.22,0.37,0.34,0.51,0.47,0.58,0.57,0.32,0.6,0,0.03,0.47,0.6,0.3,0.81,0.5,0.73,0.36,0.05,0.06,0.08,0.1,0.16,0.16,0.16,0.51,0.37,0.47,0,0,0.08,0.93,0.65,0.81,0.92,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0.04,?,?,?,?,0,?,0.3 +34,39,5320,BerkeleyHeightstownship,1,0,0.67,0.03,0.88,0.4,0.03,0.35,0.33,0.23,0.4,0.02,1,1,0.82,0.52,0.87,0.41,0.03,0.57,0.97,0.85,0.84,0.35,0.1,0.62,0.16,0.81,0,0.04,0.2,0.15,0.79,0.11,0.56,0.32,0.56,0.13,0.9,0.1,0.34,0.1,0.1,0.56,0.96,0.96,0.92,0.97,0.16,0.26,0,0.03,0.01,0.2,0.23,0.3,0.37,0.15,0.15,0.18,0.2,0.76,0.09,0.24,0.28,0.68,0.64,0.64,0.93,0.02,0.06,0.5,0,0.97,0.93,0.24,0.47,0.42,0,0.16,0.72,0.71,0.7,0.89,1,1,1,0.34,0.44,0.54,0.01,0,0.31,0.53,0.77,0.64,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.16,0.54,?,?,?,?,0,?,0.02 +9,3,44700,Manchestertown,1,0.07,0.35,0.08,0.91,0.1,0.04,0.3,0.46,0.28,0.51,0.08,0.96,0.47,0.62,0.15,0.62,0.51,0.19,0.63,0.47,0.46,0.46,0.33,0.19,0.34,0.36,0.49,0.02,0.09,0.2,0.27,0.4,0.19,0.65,0.38,0.4,0.27,0.48,0.43,0.45,0.51,0.5,0.38,0.62,0.67,0.73,0.52,0.75,0.77,0.02,0.17,0.02,0.16,0.2,0.28,0.32,0.07,0.08,0.1,0.1,0.86,0.07,0.12,0.12,0.37,0.41,0.34,0.52,0.05,0.53,0.5,0.05,0.84,0.51,0.1,0.5,0.33,0.07,0.22,0.41,0.37,0.36,0.53,0.56,0.62,0.58,0.46,0.54,0.32,0.01,0,0.19,0.63,0.57,0.77,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.16,0.16,?,?,?,?,0,?,0.19 +37,?,?,Greensborocity,1,0.28,0.33,0.66,0.45,0.09,0.02,0.51,0.6,0.48,0.37,0.29,1,0.29,0.66,0.19,0.43,0.4,0.23,0.37,0.34,0.36,0.46,0.24,0.21,0.26,0.32,0.46,0.18,0.3,0.26,0.35,0.48,0.25,0.63,0.43,0.42,0.42,0.44,0.53,0.56,0.58,0.59,0.37,0.46,0.47,0.52,0.48,0.72,0.75,0.17,0.48,0.03,0.55,0.65,0.69,0.71,0.1,0.11,0.1,0.1,0.94,0.05,0.15,0.13,0.31,0.36,0.29,0.45,0.11,0.55,0,0.29,0.73,0.43,0.5,0.36,0.58,0.25,0.17,0.16,0.16,0.19,0.26,0.29,0.31,0.3,0.41,0.44,0.39,0.08,0,0.07,0.66,0.42,0.58,0.58,0.03,0.07,0.98,0.04,0.01,0.02,0.09,0.07,0.57,0.61,0.41,0,0,0.29,0.02,0.64,0.05,0.23,0.19,0.09,0.1,0.04,0,1,0.33,0.09,0.36 +12,?,?,CoralSpringscity,1,0.11,0.59,0.07,0.9,0.13,0.13,0.53,0.49,0.31,0.2,0.13,1,0.52,0.78,0.11,0.55,0.26,0.08,0.21,0.53,0.45,0.45,0.31,0.46,0.38,0.33,0.47,0.04,0.12,0.11,0.16,0.51,0.2,0.73,0.2,0.36,0.15,0.54,0.34,0.36,0.46,0.42,0.64,0.77,0.81,0.84,0.74,0.5,0.56,0.02,0.13,0.06,0.34,0.44,0.49,0.52,0.27,0.31,0.31,0.3,0.78,0.12,0.19,0.2,0.65,0.73,0.51,0.58,0.17,0.45,0.5,0.15,0.62,0.55,0.04,0.28,0.9,0.06,0.13,0.4,0.4,0.41,0.6,0.55,0.61,0.58,0.58,0.76,0.51,0,0,0.34,0.1,0.23,0.33,0.09,0.02,0.14,0.97,0.16,0.03,0.15,0.31,0.14,0.89,0.97,0.03,0.02,0,0.03,0.04,0.57,0.15,0.07,0.28,0.04,0.14,0.05,0.54,0.5,0.67,0.24,0.12 +18,?,?,Scherervilletown,1,0.02,0.46,0.01,0.96,0.08,0.06,0.4,0.48,0.27,0.21,0.03,1,0.51,0.82,0.25,0.62,0.25,0.04,0.3,0.51,0.46,0.44,0.24,0.16,0.74,0.42,0.52,0.01,0.08,0.16,0.2,0.4,0.15,0.7,0.58,0.42,0.37,0.47,0.38,0.35,0.34,0.37,0.54,0.85,0.87,0.9,0.66,0.37,0.33,0,0.03,0.01,0.1,0.11,0.11,0.16,0.04,0.04,0.03,0.05,0.84,0.12,0.17,0.17,0.5,0.64,0.22,0.69,0.06,0.51,0.5,0.01,0.87,0.6,0.08,0.18,0.79,0.06,0.05,0.23,0.23,0.24,0.43,0.37,0.36,0.37,0.21,0.29,0.18,0,0,0.16,0.56,0.38,0.68,0.48,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.13,0.12,?,?,?,?,0,?,0.01 +42,45,53104,NetherProvidencetownship,1,0.01,0.49,0.11,0.89,0.1,0.01,0.31,0.31,0.19,0.52,0.02,1,0.68,0.59,0.11,0.8,0.5,0.14,0.59,0.68,0.62,0.62,0.44,0.14,0.45,0.26,0.63,0,0.06,0.17,0.18,0.71,0.05,0.52,0.3,0.75,0.17,0.85,0.23,0.32,0.28,0.26,0.47,0.82,0.85,1,0.78,0.44,0.4,0,0.08,0,0.42,0.33,0.29,0.31,0.11,0.07,0.06,0.06,0.91,0.08,0.19,0.21,0.52,0.52,0.36,0.89,0.04,0.24,0.5,0.01,0.83,0.88,0.03,0.71,0.38,0.04,0,0.36,0.43,0.44,0.47,0.54,0.6,0.58,0.38,0.54,0.74,0,0,0.1,0.75,0.69,0.81,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.23,0.41,?,?,?,?,0,?,0.06 +39,93,56966,NorthRidgevillecity,1,0.02,0.63,0.01,0.98,0.04,0.03,0.51,0.49,0.31,0.2,0.03,1,0.49,0.85,0.14,0.55,0.29,0.16,0.39,0.45,0.31,0.3,0.31,0.49,0.13,0.21,0.44,0.01,0.09,0.16,0.35,0.21,0.22,0.7,0.57,0.26,0.52,0.3,0.35,0.33,0.29,0.32,0.62,0.82,0.82,0.94,0.73,0.59,0.57,0,0.06,0,0.02,0.07,0.08,0.07,0,0.01,0.01,0.01,0.94,0.02,0.29,0.32,0.67,0.68,0.49,0.88,0.06,0.18,0.5,0.01,0.95,0.86,0.15,0.34,0.69,0.08,0.17,0.17,0.16,0.15,0.27,0.26,0.31,0.26,0.31,0.38,0.32,0,0,0.07,0.75,0.7,0.59,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.08,0.06,?,?,?,?,0,?,0.1 +34,27,18070,Dovertown,1,0.01,0.58,0.12,0.66,0.12,0.75,0.34,0.58,0.36,0.39,0.02,1,0.45,0.7,0.05,0.45,0.48,0.2,0.54,0.42,0.35,0.36,0.36,0.17,0.28,0.36,0.39,0.01,0.19,0.52,0.56,0.21,0.46,0.65,0.71,0.18,0.73,0.21,0.44,0.6,0.5,0.49,0.64,0.59,0.54,0.63,0.56,0.62,0.69,0.01,0.34,0.03,0.45,0.56,0.6,0.59,0.81,0.88,0.85,0.77,0.2,0.98,0.59,0.54,0.62,0.63,0.61,0.42,0.41,0.54,0.5,0.01,0.87,0.43,0.38,0.45,0.17,0.25,0.48,0.4,0.39,0.35,0.56,0.6,0.67,0.6,0.57,0.73,0.51,0,0.01,0.76,0.46,0.57,0.65,0.5,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.47,0.19,?,?,?,?,0,?,0.1 +25,17,38715,Marlboroughcity,1,0.04,0.42,0.04,0.93,0.12,0.08,0.3,0.55,0.32,0.33,0.05,1,0.49,0.76,0.21,0.55,0.35,0.22,0.39,0.49,0.46,0.44,0.46,0.26,0.49,0.37,0.41,0.02,0.14,0.19,0.28,0.42,0.38,0.7,0.75,0.29,0.28,0.57,0.43,0.55,0.44,0.45,0.47,0.68,0.7,0.7,0.71,0.55,0.63,0.01,0.18,0.02,0.71,0.68,0.69,0.63,0.44,0.37,0.34,0.29,0.81,0.18,0.2,0.18,0.43,0.52,0.32,0.53,0.08,0.57,0,0.04,0.74,0.49,0.1,0.21,0.5,0.12,0.25,0.45,0.42,0.4,0.59,0.62,0.68,0.63,0.48,0.51,0.37,0.04,0,0.26,0.7,0.59,0.69,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.13,0.04,?,?,?,?,0,?,0.21 +39,?,?,Athenscity,1,0.02,0.97,0.09,0.84,0.36,0.02,1,1,1,0.13,0,0,0.05,0.64,0.41,0.5,0.19,0.26,0.3,0.28,0.09,0.09,0.15,0.08,0.14,0.16,0.15,0.05,1,0.13,0.15,0.94,0.56,0.09,0.08,1,0.18,0.67,0.05,1,0.1,0.08,0.3,0.57,0.61,0.67,0.65,0.48,0.5,0,0.21,0.01,1,1,1,0.96,0.79,0.63,0.51,0.41,0.83,0.07,0.13,0.12,0.29,0.35,0.32,0.15,0.15,0.62,0,0.01,0.82,0.17,0.07,0.43,0.42,0.4,0.17,0.13,0.13,0.13,0.23,0.26,0.32,0.24,1,0.26,0.15,0.06,0,0.25,0.62,0,0,0.41,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.26,0.05,?,?,?,?,0,?,0.1 +48,?,?,Wataugacity,1,0.02,0.73,0.03,0.89,0.19,0.13,0.38,0.53,0.21,0.02,0.03,1,0.49,0.97,0.12,0.36,0.07,0.04,0.14,0.41,0.28,0.27,0.48,0.25,0.2,0.39,0.4,0,0.04,0.09,0.24,0.23,0.15,0.88,0.51,0.11,0.32,0.36,0.37,0.17,0.38,0.38,0.71,0.89,0.88,0.95,0.77,0.71,0.63,0,0.07,0.01,0.2,0.33,0.42,0.52,0.06,0.08,0.09,0.11,0.85,0.08,0.25,0.3,0.81,0.74,0.96,0.79,0.18,0,0.5,0.02,0.82,0.82,0.09,0.46,0.88,0.05,0.25,0.14,0.12,0.09,0.57,0.49,0.49,0.62,0.33,0.55,0.36,0,0,0.12,0.62,0.45,0.62,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.41,0,?,?,?,?,0,?,0.07 +49,?,?,NorthOgdencity,1,0,0.97,0,0.97,0.06,0.03,0.7,0.53,0.31,0.18,0.02,1,0.49,0.74,0.65,0.59,0.29,0.04,0.5,0.42,0.23,0.22,0.72,0.14,0.29,0.32,0.3,0,0.06,0.03,0.08,0.5,0.24,0.64,0.45,0.43,0.24,0.61,0.11,0.32,0.17,0.14,1,0.91,0.94,0.94,0.87,0.37,0.42,0,0.02,0,0.41,0.39,0.49,0.51,0.04,0.04,0.04,0.04,0.94,0.01,1,1,1,1,0.8,0.91,0.16,0.13,0.5,0,0.97,0.9,0.4,0.5,0.71,0,0.11,0.18,0.16,0.14,0.26,0.26,0.31,0.28,0.21,0.42,0.19,0,0,0.04,0.78,0.7,0.74,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.16,0.08,?,?,?,?,0,?,0.02 +25,17,48955,NorthReadingtown,1,0,0.59,0.01,0.99,0.05,0.01,0.35,0.41,0.27,0.26,0.02,0.86,0.68,0.85,0.38,0.67,0.28,0.11,0.44,0.64,0.48,0.46,0,0,0.49,0,0.56,0,0.04,0.09,0.21,0.44,0.32,0.69,0.41,0.4,0.22,0.62,0.21,0.42,0.24,0.23,0.59,0.88,0.88,0.91,0.86,0.68,0.6,0,0.07,0,0.14,0.11,0.14,0.14,0.03,0.02,0.02,0.02,0.95,0.02,0.27,0.29,0.63,0.64,0.29,0.93,0.04,0.29,0.5,0,0.92,0.89,0.34,0.29,0.46,0.04,0,0.52,0.49,0.49,0.48,0.63,0.79,0.64,0.37,0.55,0.31,0,0,0.09,0.85,0.81,0.83,0.9,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.07,0.14,?,?,?,?,0,?,0.03 +50,7,14875,Colchestertown,1,0.01,0.58,0.01,0.98,0.05,0.01,0.7,0.73,0.62,0.15,0.02,0.69,0.46,0.81,0.37,0.46,0.18,0.14,0.29,0.44,0.34,0.33,0.19,0.3,0.24,0.09,0.28,0,0.1,0.16,0.15,0.45,0.19,0.71,0.31,0.51,0.27,0.51,0.38,0.63,0.43,0.42,0.44,0.68,0.75,0.7,0.72,0.69,0.81,0,0.2,0,0.68,0.54,0.6,0.54,0.18,0.12,0.12,0.1,0.92,0.01,0.09,0.1,0.47,0.52,0.35,0.69,0.05,0.52,0.5,0.04,0.37,0.65,0.43,0.73,0.69,0.07,0.26,0.28,0.28,0.28,0.44,0.43,0.47,0.44,0.34,0.45,0.51,0,0,0.1,0.6,0.43,0.59,0.44,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.03,0.04,?,?,?,?,0,?,0.01 +13,?,?,Savannahcity,1,0.2,0.44,1,0.19,0.07,0.02,0.46,0.54,0.37,0.45,0.22,1,0.17,0.45,0.13,0.25,0.55,0.58,0.46,0.2,0.2,0.33,0.19,0.23,0.23,0.23,0.33,0.27,0.6,0.39,0.52,0.25,0.5,0.4,0.23,0.53,0.4,0.34,0.68,0.53,0.73,0.74,0.53,0.27,0.23,0.34,0.21,0.54,0.56,0.24,0.74,0.02,0.34,0.35,0.4,0.46,0.05,0.04,0.04,0.05,0.93,0.04,0.38,0.32,0.43,0.45,0.44,0.38,0.22,0.58,0,0.36,0.51,0.39,1,0.7,0.4,0.54,0.27,0.09,0.08,0.09,0.12,0.19,0.24,0.24,0.62,0.49,0.49,0.14,0,0.05,0.71,0.48,0.66,0.54,0.01,0.06,0.98,0.08,0.02,0.05,0.23,0.06,0.52,0.51,0.78,0,0,0.54,0.12,0.21,0.06,0.18,0.18,0.35,0.11,0,0.8,0,1,0.02,0.41 +6,?,?,Reddingcity,1,0.09,0.39,0.02,0.89,0.2,0.07,0.37,0.43,0.27,0.47,0.11,1,0.23,0.39,0.28,0.37,0.52,0.72,0.57,0.26,0.27,0.27,0.19,0.18,0.13,0.22,0.37,0.08,0.37,0.2,0.32,0.25,0.58,0.36,0.19,0.5,0.33,0.43,0.72,0.3,0.79,0.79,0.38,0.48,0.52,0.5,0.57,0.33,0.35,0.03,0.18,0.02,0.16,0.38,0.46,0.62,0.04,0.09,0.1,0.12,0.91,0.09,0.21,0.2,0.39,0.36,0.45,0.4,0.2,0.53,0.5,0.06,0.85,0.43,0.18,0.29,0.73,0.18,0.26,0.21,0.21,0.21,0.31,0.31,0.35,0.31,0.66,0.49,0.17,0.18,0.65,0.11,0.59,0.25,0.45,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.15,0.11,0.05,?,?,?,?,0,?,0.26 +37,?,?,Lexingtoncity,1,0.01,0.29,0.58,0.52,0.09,0.01,0.42,0.45,0.32,0.58,0,0,0.16,0.44,0.11,0.27,0.58,0.47,0.43,0.19,0.22,0.28,0.19,0.13,0.09,0.13,0.32,0.03,0.49,0.64,0.71,0.18,0.37,0.48,1,0.2,1,0.23,0.7,0.4,0.73,0.75,0.34,0.27,0.27,0.31,0.33,0.57,0.63,0.02,0.55,0,0.3,0.59,0.63,0.79,0.04,0.08,0.07,0.08,0.94,0.09,0.15,0.14,0.32,0.26,0.43,0.35,0.15,0.62,0,0.02,0.74,0.4,0.21,0.65,0.46,0.82,0.21,0.06,0.06,0.08,0.11,0.14,0.13,0.2,0.37,0.24,0.37,0.01,0,0.06,0.8,0.62,0.77,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.11,0.02,?,?,?,?,0,?,0.42 +12,?,?,NorthLauderdalecity,2,0.03,0.58,0.28,0.7,0.18,0.22,0.42,0.59,0.33,0.18,0.04,1,0.41,0.84,0.16,0.35,0.21,0.13,0.14,0.34,0.28,0.3,0.25,0.13,0.23,0.26,0.35,0.02,0.16,0.17,0.28,0.23,0.29,0.78,0.25,0.21,0.25,0.28,0.55,0.45,0.59,0.59,0.6,0.65,0.65,0.71,0.57,0.63,0.67,0.01,0.31,0.03,0.42,0.5,0.55,0.66,0.55,0.57,0.57,0.63,0.65,0.25,0.36,0.36,0.64,0.62,0.64,0.58,0.34,0.52,0.5,0.04,0.7,0.6,0.15,0.27,0.83,0.1,0.09,0.18,0.16,0.13,0.61,0.52,0.58,0.58,0.54,0.58,0.51,0,0,0.55,0.17,0.29,0.48,0.28,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.57,0.08,?,?,?,?,0,?,0.18 +34,31,40620,LittleFallstownship,2,0,0.44,0.03,0.93,0.12,0.07,0.51,0.58,0.53,0.56,0.02,1,0.55,0.6,0.24,0.78,0.6,0.1,0.53,0.58,0.55,0.55,0.1,0,0.3,0.48,0.53,0,0.06,0.21,0.29,0.44,0.21,0.58,0.31,0.44,0.22,0.56,0.33,0.57,0.29,0.32,0.41,0.8,0.82,0.92,0.85,0.43,0.51,0,0.01,0.01,0.12,0.2,0.27,0.29,0.07,0.11,0.14,0.14,0.77,0.1,0.18,0.17,0.36,0.46,0.17,0.71,0.05,0.49,0.5,0.01,0.82,0.63,0.07,0.38,0.35,0.03,0,0.51,0.51,0.51,0.54,0.6,0.76,0.62,0.4,0.5,0.72,0,0.02,0.27,0.71,0.7,0.58,0.88,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.34,0.34,?,?,?,?,0,?,0.13 +18,?,?,LakeStationcity,2,0.01,0.56,0,0.89,0.01,0.24,0.49,0.53,0.33,0.36,0.02,1,0.28,0.58,0.07,0.26,0.5,0.28,0.61,0.27,0.18,0.17,0.34,0,0.01,0.23,0.28,0.01,0.3,0.4,0.65,0.04,0.49,0.43,0.61,0.22,0.87,0.06,0.68,0.36,0.56,0.63,0.6,0.61,0.59,0.63,0.66,0.29,0.28,0.01,0.17,0,0.04,0.08,0.07,0.06,0.01,0.01,0.01,0.01,0.81,0.1,0.36,0.36,0.6,0.55,0.69,0.71,0.24,0.53,0.5,0.01,0.83,0.73,0.73,0.69,0.35,0.3,0.08,0.04,0.03,0.02,0.19,0.19,0.18,0.26,0.33,0.03,0.5,0,0,0.08,0.68,0.68,0.8,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.14,0.04,?,?,?,?,0,?,0.29 +6,?,?,Artesiacity,2,0.01,0.89,0.05,0.33,1,0.74,0.52,0.56,0.4,0.34,0.02,1,0.41,0.6,0.18,0.31,0.37,0.69,0.37,0.35,0.26,0.33,0.31,0.2,0.27,0.24,0.36,0.01,0.24,0.81,0.77,0.2,0.41,0.44,0.52,0.29,0.68,0.25,0.33,0.59,0.43,0.39,0.97,0.68,0.58,0.64,0.6,0.6,0.39,0.01,0.33,0.04,0.32,0.4,0.47,0.51,0.86,0.93,1,1,0,0.97,1,1,0.91,0.94,0.83,0.47,1,0.65,0,0.01,0.9,0.47,0.11,0.16,0.5,0.14,0.58,0.48,0.54,0.54,0.63,0.63,0.73,0.63,0.53,0.59,0.24,0,0,1,0.37,0.58,0.76,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.8,0.07,?,?,?,?,0,?,0.68 +42,71,23832,Ephrataborough,2,0,0.35,0,0.97,0.06,0.03,0.35,0.5,0.31,0.47,0,0,0.32,0.62,0.21,0.55,0.53,0.21,0.42,0.31,0.33,0.32,0.27,0.2,0.18,0.21,0.38,0.01,0.14,0.34,0.52,0.19,0.07,0.7,0.81,0.23,0.83,0.22,0.44,0.3,0.43,0.45,0.38,0.74,0.75,0.74,0.61,0.79,0.86,0,0.18,0,0.23,0.23,0.23,0.33,0.04,0.03,0.03,0.04,0.93,0.05,0.1,0.1,0.38,0.45,0.31,0.54,0.06,0.43,0.5,0.01,0.91,0.5,0.05,0.28,0.31,0.11,0.22,0.17,0.16,0.15,0.28,0.28,0.28,0.29,0.31,0.51,0.35,0,0,0.06,0.89,0.54,0.81,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.28,0.01,?,?,?,?,0,?,0.05 +41,?,?,Eugenecity,2,0.16,0.32,0.02,0.9,0.21,0.05,0.56,0.61,0.53,0.39,0.18,1,0.23,0.53,0.28,0.59,0.41,0.26,0.4,0.3,0.3,0.3,0.21,0.18,0.24,0.22,0.28,0.17,0.45,0.13,0.17,0.56,0.4,0.46,0.27,0.67,0.31,0.54,0.57,0.61,0.62,0.62,0.33,0.54,0.59,0.68,0.5,0.53,0.59,0.03,0.15,0.04,0.76,0.73,0.67,0.62,0.27,0.23,0.19,0.16,0.88,0.05,0.14,0.11,0.29,0.4,0.24,0.43,0.12,0.57,0,0.09,0.88,0.39,0.08,0.15,0.56,0.18,0.16,0.14,0.14,0.15,0.28,0.31,0.36,0.29,0.74,0.4,0.42,0.27,0.19,0.15,0.35,0.29,0.44,0.41,0.02,0.09,0.97,0.13,0.06,0.21,0.67,0.09,0.9,0.93,0.08,0,0.14,0.07,0.05,0.93,0.24,0.11,0.25,0.2,0.06,0.04,0.93,1,1,0.14,0.16 +6,?,?,Torrancecity,2,0.2,0.37,0.03,0.59,1,0.19,0.31,0.44,0.26,0.38,0.21,1,0.59,0.67,0.22,0.61,0.34,0.19,0.43,0.61,0.58,0.6,0.6,0.37,0.46,0.41,0.53,0.06,0.12,0.13,0.19,0.5,0.2,0.62,0.59,0.29,0.17,0.63,0.5,0.48,0.54,0.54,0.43,0.72,0.73,0.86,0.65,0.44,0.45,0.03,0.11,0.2,0.52,0.56,0.61,0.62,0.81,0.76,0.76,0.7,0.53,0.37,0.2,0.18,0.41,0.48,0.35,0.49,0.29,0.58,0,0.12,0.85,0.46,0.12,0.18,0.46,0.07,0.16,0.92,0.94,0.93,0.77,0.75,0.92,0.75,0.52,0.57,0.15,0,0.04,0.66,0.38,0.51,0.73,0.6,0.03,0.12,0.96,0.16,0.03,0.09,0.21,0.12,0.62,0.84,0.04,0.15,0.38,0.16,0.03,0.5,0.76,0.06,0.54,0.09,0.09,0.07,0.92,1,0.42,0.24,0.26 +39,?,?,VanWertcity,2,0,0.35,0.03,0.95,0.02,0.04,0.39,0.42,0.25,0.54,0,0,0.23,0.52,0.8,0.52,0.64,0.26,0.57,0.25,0.23,0.22,0.34,0.21,0.41,0.29,0.27,0.01,0.23,0.25,0.4,0.18,0.34,0.48,0.83,0.39,0.85,0.28,0.45,0.24,0.44,0.46,0.4,0.69,0.71,0.78,0.66,0.6,0.75,0,0.08,0,0,0,0,0.2,0,0,0,0,0.97,0.03,0.15,0.15,0.37,0.38,0.35,0.68,0.05,0.39,0.5,0.02,0.71,0.67,0.13,0.63,0.19,0.36,0.39,0.06,0.05,0.06,0.13,0.15,0.13,0.17,0.25,0.13,0.24,0.01,0,0.01,0.81,0.66,0.79,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.18,0.01,?,?,?,?,0,?,0.19 +25,17,40115,Melrosecity,2,0.03,0.4,0.01,0.98,0.07,0.01,0.3,0.4,0.25,0.53,0.04,1,0.54,0.52,0.28,0.67,0.56,0.21,0.61,0.59,0.52,0.5,0.43,0.3,0.34,0.53,0.61,0.01,0.1,0.09,0.19,0.51,0.27,0.57,0.29,0.63,0.17,0.65,0.2,0.48,0.3,0.27,0.51,0.8,0.83,0.87,0.82,0.41,0.53,0.01,0.1,0.01,0.23,0.25,0.31,0.29,0.09,0.08,0.1,0.08,0.91,0.05,0.21,0.2,0.42,0.59,0.14,0.69,0.03,0.44,0.5,0.02,0.9,0.59,0.09,0.35,0,0.02,0.11,0.55,0.51,0.48,0.45,0.57,0.64,0.54,0.45,0.47,0.43,0,0,0.16,0.85,0.87,0.87,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.5,0.89,?,?,?,?,0,?,0.03 +45,?,?,Clemsoncity,2,0,0.31,0.24,0.74,0.26,0.02,0.97,1,1,0.39,0,0,0.18,0.62,0.29,0.66,0.36,0.04,0.52,0.49,0.3,0.32,0.2,0.12,0.24,0.1,0.52,0.03,0.76,0.18,0.18,0.94,0.35,0.34,0.27,1,0.23,0.77,0.11,1,0.15,0.12,0.32,0.73,0.75,0.85,0.79,0.37,0.53,0,0.14,0,0.81,0.79,0.78,0.77,0.37,0.32,0.28,0.26,0.88,0.06,0.12,0.08,0.33,0.41,0.31,0.36,0.09,0.58,0,0.01,0.84,0.34,0,0.46,0.73,0.3,0.07,0.18,0.19,0.2,0.24,0.27,0.37,0.27,1,0.23,0.25,0,0,0.19,0.39,0.28,0.06,0.14,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.13,0,?,?,?,?,0,?,0.15 +24,?,?,Hyattsvillecity,2,0.01,0.36,0.62,0.38,0.23,0.16,0.28,0.51,0.29,0.39,0.02,1,0.35,0.72,0.1,0.44,0.35,0.18,0.49,0.39,0.37,0.4,0.38,0.2,0.27,0.32,0.38,0.01,0.16,0.26,0.4,0.39,0.3,0.71,0.11,0.47,0.28,0.44,0.67,0.58,0.61,0.66,0.46,0.42,0.49,0.58,0.49,0.83,0.9,0.02,0.6,0.01,0.48,0.49,0.67,0.71,0.52,0.47,0.58,0.56,0.72,0.16,0.36,0.3,0.4,0.49,0.34,0.42,0.27,0.63,0,0.01,0.86,0.39,0.13,0.26,0.21,0.15,0.14,0.26,0.25,0.24,0.57,0.5,0.51,0.43,0.44,0.46,0.24,0.01,0.02,0.46,0.13,0.52,0.54,0.36,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.54,1,?,?,?,?,0,?,0.29 +54,?,?,Viennacity,2,0,0.31,0.01,0.99,0.03,0,0.36,0.35,0.21,0.57,0.02,1,0.33,0.41,0.05,0.55,0.65,0.16,0.64,0.35,0.36,0.33,0.38,0.01,0.97,0,1,0,0.13,0.23,0.3,0.33,0.25,0.42,0.54,0.44,0.41,0.52,0.33,0.19,0.32,0.34,0.34,0.78,0.81,0.86,0.84,0.72,0.54,0,0.03,0,0,0,0,0,0,0,0,0,0.98,0.01,0.08,0.09,0.35,0.38,0.23,0.77,0.03,0.36,0.5,0.01,0.75,0.73,0.02,0.5,0.44,0.15,0.22,0.09,0.09,0.1,0.16,0.17,0.17,0.19,0.3,0.09,0.25,0,0,0.02,0.77,0.79,0.83,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.24,0.04,?,?,?,?,0,?,0.01 +12,?,?,OaklandParkcity,2,0.03,0.19,0.25,0.75,0.1,0.22,0.22,0.5,0.29,0.41,0.04,1,0.27,0.62,0.22,0.4,0.39,0.21,0.31,0.28,0.35,0.38,0.23,0.14,0.21,0.21,0.33,0.02,0.27,0.25,0.37,0.27,0.26,0.66,0.24,0.21,0.29,0.31,0.97,0.62,0.85,0.93,0.26,0.4,0.43,0.46,0.22,0.66,0.67,0.02,0.51,0.03,0.48,0.6,0.64,0.67,0.56,0.61,0.6,0.57,0.65,0.3,0.16,0.11,0.2,0.18,0.28,0.34,0.29,0.9,0,0.09,0.46,0.37,0.16,0.28,0.67,0.34,0.18,0.2,0.19,0.18,0.47,0.42,0.44,0.43,0.57,0.55,0.4,0,0,0.49,0.15,0.3,0.52,0.35,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.35,0.16,?,?,?,?,0,?,0.66 +34,3,65280,Rutherfordborough,2,0.01,0.44,0.06,0.84,0.4,0.11,0.41,0.47,0.35,0.53,0.03,1,0.57,0.59,0.16,0.75,0.61,0.12,0.59,0.62,0.53,0.54,0.35,0,0.33,0.46,0.57,0.01,0.08,0.24,0.28,0.52,0.22,0.53,0.34,0.39,0.24,0.58,0.24,0.55,0.29,0.28,0.52,0.82,0.84,0.82,0.88,0.43,0.54,0,0.11,0.02,0.4,0.39,0.43,0.42,0.45,0.38,0.38,0.35,0.66,0.21,0.25,0.23,0.45,0.55,0.24,0.69,0.09,0.49,0.5,0.03,0.71,0.62,0.23,0.53,0,0.07,0.08,0.59,0.54,0.5,0.59,0.6,0.67,0.6,0.41,0.47,0.76,0,0,0.48,0.6,0.83,0.67,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.53,1,?,?,?,?,0,?,0.05 +48,?,?,Mansfieldcity,2,0.01,0.64,0.05,0.9,0.02,0.16,0.46,0.51,0.29,0.17,0,0,0.44,0.77,0.83,0.44,0.23,0.12,0.25,0.41,0.32,0.32,0.21,0.31,0.25,0.21,0.28,0.01,0.18,0.21,0.3,0.31,0.31,0.64,0.53,0.27,0.42,0.44,0.36,0.21,0.38,0.38,0.6,0.83,0.81,0.83,0.76,0.41,0.44,0,0.09,0,0.25,0.35,0.43,0.61,0.06,0.08,0.09,0.11,0.86,0.1,0.27,0.31,0.69,0.64,0.76,0.73,0.24,0.25,0.5,0.02,0.72,0.75,0.14,0.5,0.88,0.33,0.13,0.15,0.16,0.18,0.28,0.28,0.36,0.37,0.5,0.63,0.44,0,0,0.1,0.64,0.32,0.49,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.03,0,?,?,?,?,0,?,0.27 +6,?,?,Lodicity,2,0.07,0.48,0.01,0.84,0.29,0.31,0.36,0.46,0.27,0.48,0.08,1,0.32,0.49,0.36,0.41,0.48,0.6,0.51,0.32,0.33,0.33,0.13,0.17,0.3,0.24,0.28,0.06,0.33,0.47,0.48,0.21,0.4,0.44,0.37,0.34,0.55,0.31,0.65,0.35,0.63,0.66,0.48,0.57,0.59,0.55,0.52,0.31,0.32,0.03,0.23,0.04,0.28,0.48,0.5,0.52,0.21,0.31,0.29,0.28,0.67,0.28,0.31,0.29,0.47,0.43,0.54,0.4,0.4,0.59,0,0.03,0.89,0.44,0.12,0.15,0.63,0.21,0.39,0.29,0.3,0.3,0.37,0.37,0.43,0.38,0.52,0.5,0.22,0.09,0.1,0.31,0.55,0.36,0.61,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.41,0.01,?,?,?,?,0,?,0.49 +48,?,?,RoundRockcity,2,0.03,0.58,0.11,0.77,0.06,0.35,0.45,0.58,0.3,0.1,0,0,0.36,0.86,0.26,0.4,0.14,0.1,0.22,0.34,0.26,0.27,0.25,0.27,0.41,0.25,0.3,0.02,0.23,0.23,0.24,0.35,0.21,0.81,0.47,0.29,0.34,0.39,0.48,0.29,0.61,0.58,0.62,0.7,0.72,0.76,0.65,0.72,0.74,0,0.09,0.01,0.2,0.3,0.35,0.4,0.06,0.08,0.09,0.09,0.74,0.15,0.26,0.27,0.63,0.68,0.56,0.45,0.27,0.36,0.5,0.06,0.6,0.43,0.24,0.37,0.9,0.34,0.04,0.14,0.13,0.13,0.26,0.27,0.3,0.31,0.34,0.63,0.51,0,0,0.13,0.6,0.26,0.14,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.13,0.01,?,?,?,?,0,?,0.08 +49,?,?,SpanishForkcity,2,0,0.86,0,0.98,0.01,0.04,0.59,0.56,0.33,0.29,0,0,0.29,0.61,1,0.36,0.53,0.19,0.62,0.27,0.12,0.11,0,0.42,0.03,0.18,0.23,0.01,0.19,0.1,0.24,0.19,0.4,0.5,0.68,0.3,0.72,0.21,0.21,0.26,0.25,0.23,1,0.87,0.89,0.82,0.81,0.32,0.34,0,0.04,0,0.22,0.45,0.52,0.44,0.02,0.03,0.03,0.03,0.96,0.04,1,1,0.94,0.96,0.77,0.72,0.27,0.3,0.5,0,0.9,0.7,0.42,0.62,0.5,0.21,0.07,0.11,0.1,0.09,0.18,0.18,0.18,0.21,0.15,0.49,0.24,0,0,0.03,0.88,0.7,0.86,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.12,0.05,?,?,?,?,0,?,0.04 +51,590,21344,Danvillecity,2,0.07,0.33,0.71,0.43,0.03,0.01,0.38,0.39,0.28,0.63,0.08,1,0.15,0.4,0.23,0.32,0.69,0.45,0.57,0.2,0.21,0.28,0.19,0.12,0.22,0.09,0.48,0.09,0.5,0.71,0.75,0.18,0.58,0.35,0.8,0.35,0.85,0.26,0.65,0.39,0.64,0.67,0.37,0.34,0.32,0.25,0.28,0.68,0.68,0.07,0.53,0,0.11,0.15,0.21,0.23,0,0.01,0.01,0.01,0.97,0.03,0.19,0.17,0.33,0.33,0.37,0.5,0.12,0.56,0,0.08,0.73,0.51,0.5,0.66,0.38,0.63,0.49,0.06,0.06,0.07,0.05,0.09,0.1,0.11,0.33,0.15,0.36,0.04,0,0.01,0.81,0.67,0.71,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.1,0.12,?,?,?,?,0,?,0.16 +23,5,71990,SouthPortlandcity,2,0.02,0.35,0.01,0.98,0.07,0.01,0.38,0.49,0.31,0.51,0.04,1,0.33,0.55,0.18,0.57,0.55,0.28,0.65,0.35,0.33,0.32,0.41,0.31,0.19,0.09,0.6,0.01,0.18,0.14,0.23,0.34,0.23,0.6,0.2,0.43,0.32,0.4,0.4,0.48,0.52,0.49,0.37,0.61,0.59,0.71,0.46,0.74,0.75,0.01,0.11,0.01,0.18,0.17,0.24,0.39,0.05,0.04,0.05,0.08,0.93,0.02,0.11,0.11,0.36,0.41,0.29,0.58,0.04,0.55,0,0.02,0.84,0.55,0.04,0.54,0.21,0.05,0.25,0.25,0.24,0.22,0.39,0.41,0.47,0.42,0.5,0.51,0.51,0,0,0.11,0.74,0.64,0.74,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.16,0.14,?,?,?,?,0,?,0.06 +55,55,83975,Watertowncity,2,0,0.52,0,0.99,0.03,0.02,0.48,0.54,0.41,0.45,0,0,0.25,0.52,0.3,0.63,0.57,0.39,0.46,0.28,0.22,0.2,0.05,0.12,0.41,0.23,0.3,0.01,0.28,0.54,0.49,0.21,0.2,0.58,0.79,0.54,0.72,0.27,0.38,0.54,0.34,0.37,0.48,0.68,0.72,0.75,0.82,0.79,0.85,0,0.13,0,0.23,0.21,0.24,0.24,0.02,0.02,0.02,0.02,0.93,0.01,0.19,0.19,0.44,0.49,0.38,0.51,0.05,0.45,0.5,0,0.92,0.49,0.06,0.24,0.13,0.19,0.52,0.1,0.08,0.08,0.21,0.22,0.23,0.22,0.23,0.39,0.51,0.01,0,0.04,0.82,0.59,0.58,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.16,0.04,?,?,?,?,0,?,0.04 +36,119,56979,Peekskillcity,2,0.02,0.38,0.41,0.59,0.14,0.18,0.3,0.51,0.25,0.41,0.03,1,0.39,0.57,0.11,0.45,0.43,0.3,0.44,0.44,0.39,0.43,0.32,0.07,0.47,0.29,0.36,0.02,0.3,0.28,0.4,0.35,0.3,0.56,0.28,0.5,0.37,0.43,0.53,0.51,0.53,0.55,0.45,0.42,0.43,0.55,0.36,0.48,0.43,0.02,0.59,0.01,0.55,0.55,0.52,0.55,0.44,0.38,0.33,0.32,0.72,0.21,0.35,0.3,0.41,0.43,0.42,0.36,0.2,0.73,0,0.04,0.65,0.37,0.12,0.58,0.35,0.2,0.17,0.44,0.41,0.37,0.53,0.57,0.64,0.58,0.68,0.66,0.46,0.03,0,0.34,0.74,0.55,0.71,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.38,0.63,?,?,?,?,0,?,0.31 +42,71,41216,Lancastercity,2,0.07,0.42,0.24,0.56,0.12,0.38,0.52,0.62,0.45,0.39,0.09,1,0.17,0.48,0.16,0.38,0.5,0.66,0.46,0.19,0.19,0.24,0.19,0.14,0.16,0.15,0.18,0.1,0.55,0.52,0.68,0.2,0.4,0.45,0.63,0.36,0.77,0.25,0.68,0.71,0.7,0.72,0.54,0.23,0.2,0.19,0.23,0.34,0.35,0.11,0.97,0.02,0.28,0.32,0.36,0.48,0.08,0.08,0.08,0.1,0.63,0.31,0.46,0.34,0.4,0.39,0.44,0.32,0.24,0.55,0,0.07,0.78,0.34,0.42,0.45,0,0.46,0.43,0.11,0.1,0.09,0.23,0.25,0.27,0.24,0.56,0.38,0.33,0.2,0,0.12,0.73,0.43,0.72,0.66,0.01,0.2,0.97,0.26,0.02,0.13,0.19,0.2,0.53,0.89,0.12,0.06,0,0.13,0,0.57,0.14,0.02,0.63,0.31,0.02,0.01,0.87,0,0,0.14,0.36 +39,93,1798,Amherstcity,2,0,0.48,0,0.98,0.04,0.04,0.42,0.38,0.26,0.49,0.02,1,0.43,0.54,0.04,0.68,0.5,0.18,0.7,0.42,0.35,0.33,0.1,0,0.51,0.28,0.37,0,0.11,0.21,0.35,0.25,0.28,0.42,0.62,0.5,0.45,0.42,0.29,0.27,0.27,0.29,0.48,0.85,0.82,0.81,0.78,0.56,0.61,0,0.04,0,0.04,0.03,0.19,0.16,0.01,0.01,0.04,0.03,0.93,0.03,0.17,0.19,0.5,0.53,0.3,0.86,0.03,0.26,0.5,0,0.94,0.83,0.09,0.52,0.44,0.1,0,0.17,0.16,0.15,0.23,0.23,0.22,0.22,0.14,0.16,0.1,0,0,0.1,0.77,0.81,0.89,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.12,0.01,?,?,?,?,0,?,0.05 +55,39,26275,FondduLaccity,2,0.04,0.4,0.01,0.97,0.05,0.03,0.39,0.45,0.29,0.5,0,0,0.25,0.53,0.19,0.62,0.58,0.33,0.45,0.27,0.25,0.24,0.1,0.27,0.11,0.24,0.29,0.03,0.24,0.36,0.37,0.21,0.29,0.51,0.62,0.41,0.59,0.29,0.41,0.37,0.39,0.41,0.47,0.66,0.72,0.65,0.67,0.61,0.64,0.01,0.13,0,0.25,0.18,0.19,0.2,0.03,0.02,0.02,0.02,0.93,0.03,0.23,0.2,0.4,0.49,0.25,0.61,0.06,0.47,0.5,0.03,0.88,0.55,0.11,0.49,0.29,0.13,0.2,0.09,0.08,0.08,0.21,0.24,0.25,0.23,0.41,0.35,0.39,0,0,0.04,0.91,0.61,0.79,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.25,0.04,?,?,?,?,0,?,0.16 +1,?,?,Sheffieldcity,2,0,0.31,0.46,0.63,0.01,0,0.37,0.41,0.29,0.68,0.02,1,0.14,0.35,0.26,0.26,0.71,0.54,0.61,0.19,0.19,0.22,0.17,0.2,0.34,0.05,0.4,0.02,0.55,0.52,0.6,0.2,0.48,0.31,0.5,0.39,0.68,0.28,0.56,0.29,0.53,0.57,0.38,0.44,0.39,0.54,0.37,0.51,0.54,0.01,0.5,0,1,0.98,0.95,0.81,0.06,0.04,0.03,0.03,0.98,0.03,0.21,0.19,0.34,0.3,0.43,0.56,0.1,0.48,0.5,0.02,0.67,0.59,0.18,0.58,0.31,0.52,0.27,0.06,0.05,0.07,0,0.06,0.06,0.09,0.57,0.21,0.42,0,0,0.01,0.81,0.74,0.82,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.13,0.01,?,?,?,?,0,?,0.1 +48,?,?,Pariscity,2,0.02,0.37,0.43,0.63,0.03,0.02,0.43,0.44,0.33,0.65,0,0,0.12,0.24,0.48,0.27,0.7,0.59,0.5,0.14,0.17,0.2,0.15,0.18,0.12,0.22,0.38,0.05,0.68,0.52,0.61,0.22,0.56,0.24,0.51,0.52,0.62,0.32,0.64,0.32,0.6,0.65,0.42,0.43,0.4,0.45,0.56,0.49,0.53,0.02,0.4,0,0.81,0.94,0.99,0.95,0.08,0.08,0.07,0.07,0.96,0.03,0.21,0.18,0.36,0.3,0.47,0.46,0.17,0.55,0,0.07,0.48,0.5,0.85,0.64,0.54,0.7,0.42,0.03,0.03,0.05,0.12,0.17,0.17,0.18,0.69,0.19,0.56,0,0,0.04,0.82,0.6,0.73,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.08,0,?,?,?,?,0,?,0.74 +44,7,54640,Pawtucketcity,2,0.1,0.33,0.07,0.84,0.04,0.13,0.34,0.49,0.3,0.54,0.11,1,0.25,0.49,0.13,0.41,0.57,0.42,0.46,0.29,0.26,0.27,0.22,0.16,0.18,0.25,0.3,0.07,0.27,0.57,0.68,0.19,0.52,0.53,0.81,0.27,0.73,0.24,0.51,0.48,0.51,0.53,0.44,0.51,0.54,0.55,0.56,0.62,0.71,0.04,0.29,0.09,0.28,0.35,0.39,0.42,0.34,0.39,0.39,0.38,0.51,0.48,0.2,0.17,0.36,0.46,0.32,0.35,0.13,0.64,0,0.1,0.77,0.32,0.27,0.47,0.04,0.3,0.44,0.28,0.26,0.23,0.25,0.31,0.34,0.3,0.46,0.54,0.6,0,0,0.53,0.65,0.65,0.84,0.69,0.02,0.2,0.97,0.25,0.03,0.21,0.34,0.2,0.78,0.99,0.02,0,0,0.01,0.06,0.5,0.18,0.02,0.7,0.18,0.06,0.01,0.84,0.5,1,0.1,0.19 +45,?,?,Newberrytown,2,0,0.45,0.81,0.35,0.03,0.01,0.58,0.54,0.45,0.6,0,0,0.12,0.32,0.08,0.25,0.68,0.6,0.42,0.16,0.14,0.23,0.14,0,0.25,0,0.58,0.02,0.67,0.64,0.69,0.22,0.61,0.28,0.7,0.43,0.82,0.28,0.41,0.63,0.47,0.47,0.5,0.18,0.22,0.19,0.33,0.86,0.74,0.02,0.87,0,0.43,0.31,0.26,0.81,0.02,0.01,0.01,0.02,0.97,0.01,0.32,0.28,0.4,0.32,0.52,0.48,0.22,0.54,0.5,0.01,0.73,0.54,0.28,0.82,0.46,0.97,0.44,0.06,0.06,0.08,0.03,0.09,0.09,0.11,0.47,0.34,0.65,0,0,0.01,0.87,0.59,0.74,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.14,0,?,?,?,?,0,?,0.63 +13,?,?,Decaturcity,2,0.01,0.24,0.76,0.39,0.05,0.02,0.3,0.45,0.27,0.49,0.03,1,0.25,0.43,0.14,0.5,0.54,0.33,0.46,0.31,0.37,0.53,0.2,0.17,0.88,0.52,0.57,0.03,0.47,0.27,0.34,0.66,0.35,0.5,0.16,0.83,0.24,0.75,0.73,0.61,0.74,0.78,0.42,0.22,0.19,0.42,0.05,0.61,0.53,0.02,0.73,0,0.37,0.59,0.57,0.5,0.06,0.08,0.07,0.06,0.95,0.03,0.29,0.19,0.24,0.3,0.23,0.44,0.15,0.65,0,0.03,0.7,0.42,0.91,0.61,0.23,0.27,0.59,0.18,0.21,0.24,0.29,0.31,0.34,0.31,0.58,0.57,0.65,0.01,0,0.06,0.61,0.48,0.5,0.59,0.13,1,0.85,1,0.18,1,0.37,1,0.58,0.67,0.52,0.01,0,0.36,0.16,0.79,0.27,0.01,0.35,0.76,0.43,0.15,0.9,0,0.71,1,0.42 +19,?,?,FortMadisoncity,2,0,0.38,0.09,0.88,0.02,0.09,0.34,0.4,0.23,0.57,0,0,0.17,0.33,0.46,0.45,0.64,0.35,0.49,0.21,0.2,0.19,0.23,0.23,1,0.34,0.39,0.01,0.33,0.33,0.35,0.17,0.48,0.29,0.73,0.29,0.75,0.25,0.65,0.39,0.5,0.58,0.36,0.54,0.58,0.56,0.49,0.71,0.66,0,0.16,0,0.18,0.13,0.11,0.09,0.01,0.01,0.01,0,0.94,0.05,0.13,0.12,0.31,0.34,0.25,0.67,0.04,0.58,0,0.03,0.49,0.64,0.3,0.73,0.02,0.41,0.59,0.03,0.02,0.02,0.1,0.11,0.1,0.12,0.52,0.29,0.5,0,0,0.03,0.71,0.6,0.77,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.1,0.02,?,?,?,?,0,?,0.04 +42,13,44328,Logantownship,2,0,0.5,0.02,0.98,0.02,0,0.53,0.44,0.35,0.48,0.01,0.68,0.23,0.45,0.12,0.48,0.62,0.28,0.52,0.24,0.22,0.21,0.04,0.09,0.02,0.2,0.18,0.01,0.19,0.29,0.39,0.14,0.38,0.34,0.3,0.44,0.53,0.26,0.36,0.34,0.27,0.32,0.43,0.76,0.76,0.71,0.77,0.57,0.43,0,0.09,0,0,0.06,0.05,0.24,0,0.01,0,0.02,0.97,0.01,0.16,0.17,0.46,0.47,0.35,0.84,0.04,0.37,0.5,0.01,0.76,0.82,0.31,0.68,0.46,0.06,0.35,0.06,0.07,0.08,0.16,0.19,0.22,0.2,0.27,0.14,0.42,0,0,0.03,0.97,0.81,0.84,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.13,0.02,0.01,?,?,?,?,0,?,0.06 +53,?,?,Wenatcheecity,2,0.02,0.32,0,0.88,0.06,0.16,0.36,0.4,0.26,0.57,0,0,0.18,0.38,0.78,0.46,0.63,0.46,0.5,0.23,0.24,0.25,0.46,0.13,0.21,0.14,0.18,0.04,0.5,0.34,0.43,0.26,0.61,0.38,0.17,0.44,0.45,0.38,0.61,0.34,0.66,0.67,0.39,0.52,0.55,0.54,0.61,0.52,0.6,0.01,0.13,0.01,0.29,0.48,0.44,0.55,0.13,0.19,0.15,0.18,0.83,0.19,0.24,0.2,0.32,0.36,0.31,0.46,0.19,0.6,0,0.02,0.82,0.45,0.26,0.35,0.4,0.32,0.31,0.13,0.12,0.12,0.2,0.24,0.26,0.2,0.58,0.28,0.12,0.03,0.01,0.18,0.52,0.41,0.57,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.3,0.01,?,?,?,?,0,?,0.2 +9,9,52070,NewHaventown,2,0.19,0.44,0.7,0.29,0.15,0.24,0.55,0.69,0.54,0.38,0.21,1,0.23,0.44,0.16,0.41,0.46,0.71,0.35,0.26,0.27,0.36,0.25,0.13,0.27,0.22,0.26,0.23,0.56,0.41,0.5,0.43,0.62,0.39,0.36,0.8,0.4,0.48,0.54,0.9,0.58,0.59,0.51,0.05,0.05,0.15,0,0.29,0.29,0.3,1,0.07,0.56,0.54,0.55,0.56,0.32,0.27,0.25,0.23,0.65,0.25,0.38,0.27,0.35,0.45,0.37,0.13,0.22,0.76,0,0.27,0.62,0.14,0.78,0.4,0.08,0.45,0.28,0.34,0.36,0.37,0.35,0.44,0.5,0.46,0.7,0.59,0.67,0.79,0.04,0.24,0.53,0.44,0.63,0.47,0.07,0.32,0.92,0.38,0.07,0.23,0.24,0.32,0.45,0.67,0.44,0.09,0,0.37,0.04,0.64,0.43,0.05,0.58,0.53,0.09,0.05,0.76,0.5,0.32,0.21,0.88 +25,17,17475,Dracuttown,2,0.03,0.54,0.01,0.97,0.07,0.02,0.4,0.53,0.32,0.33,0.03,0.84,0.55,0.71,0.32,0.52,0.42,0.18,0.45,0.51,0.39,0.37,0.6,0.08,0.34,0.34,0.44,0.01,0.07,0.29,0.39,0.25,0.54,0.65,0.69,0.29,0.32,0.41,0.32,0.43,0.32,0.33,0.58,0.79,0.79,0.92,0.63,0.57,0.66,0,0.07,0.01,0.2,0.22,0.29,0.34,0.06,0.06,0.07,0.08,0.75,0.13,0.24,0.25,0.6,0.65,0.38,0.78,0.06,0.48,0.5,0.01,0.9,0.73,0.27,0.61,0.63,0.06,0.11,0.38,0.36,0.34,0.56,0.53,0.57,0.52,0.28,0.56,0.53,0,0,0.13,0.91,0.72,0.91,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.1,0.07,?,?,?,?,0,?,0.12 +48,?,?,Enniscity,2,0.01,0.62,0.35,0.5,0.01,0.39,0.45,0.49,0.3,0.42,0,0,0.23,0.49,0.45,0.28,0.56,0.4,0.32,0.23,0.18,0.24,0.14,0.68,0.19,0.18,0.23,0.02,0.43,0.64,0.68,0.16,0.42,0.46,0.68,0.26,0.76,0.21,0.47,0.32,0.43,0.46,0.69,0.61,0.55,0.71,0.52,0.54,0.62,0.01,0.26,0.01,0.27,0.28,0.57,0.72,0.13,0.11,0.21,0.25,0.62,0.27,0.51,0.49,0.64,0.59,0.7,0.54,0.4,0.48,0.5,0.02,0.66,0.57,0.2,0.56,0.54,0.92,0.4,0.07,0.08,0.09,0.17,0.22,0.26,0.29,0.49,0.29,0.51,0,0,0.2,0.87,0.6,0.77,0.88,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.07,0,?,?,?,?,0,?,0.11 +6,?,?,Marinacity,2,0.03,0.8,0.37,0.29,1,0.2,0.51,0.76,0.54,0.1,0.04,1,0.29,0.85,0.18,0.29,0.13,0.32,0.48,0.22,0.21,0.25,0.27,0.11,0.22,0.22,0.3,0.02,0.25,0.2,0.26,0.26,0.17,0.79,0.12,0.33,0.26,0.28,0.33,0.29,0.46,0.4,0.62,0.73,0.74,0.83,0.64,0.31,0.41,0.01,0.14,0.03,0.29,0.32,0.42,0.52,0.37,0.36,0.44,0.49,0.51,0.28,0.39,0.42,0.71,0.53,0.81,0.09,0.55,0.62,0,0.02,0.85,0.17,0.04,0,0.77,0.1,0.14,0.48,0.44,0.39,0.63,0.59,0.62,0.59,0.8,0.58,0.31,0,0,0.54,0.17,0.11,0.03,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.25,0.11,?,?,?,?,0,?,0.27 +55,101,11950,Caledoniatown,2,0.02,0.61,0.03,0.96,0.05,0.04,0.44,0.43,0.28,0.26,0.03,0.75,0.52,0.75,0.45,0.7,0.38,0.1,0.46,0.46,0.39,0.38,0.35,0.28,0.31,0.28,0.33,0.01,0.08,0.19,0.29,0.33,0.24,0.67,0.81,0.25,0.5,0.4,0.24,0.34,0.22,0.23,0.58,0.88,0.87,0.87,0.84,0.52,0.61,0,0.09,0,0.2,0.15,0.12,0.23,0.04,0.03,0.02,0.04,0.92,0.02,0.19,0.22,0.64,0.68,0.33,0.86,0.07,0.22,0.5,0.01,0.92,0.82,0.08,0.25,0.6,0.06,0.15,0.16,0.15,0.16,0.35,0.32,0.34,0.32,0.15,0.37,0.19,0,0,0.09,0.78,0.76,0.78,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.13,0.04,0.04,?,?,?,?,0,?,0.02 +25,13,76030,Westfieldcity,2,0.05,0.51,0.02,0.95,0.05,0.07,0.53,0.54,0.45,0.44,0.06,1,0.36,0.52,0.27,0.54,0.54,0.39,0.57,0.39,0.31,0.3,0.25,0.11,0.22,0.26,0.25,0.03,0.2,0.27,0.36,0.3,0.3,0.52,0.6,0.4,0.45,0.39,0.34,0.51,0.37,0.37,0.47,0.64,0.68,0.64,0.63,0.43,0.53,0.01,0.19,0.01,0.48,0.39,0.37,0.33,0.14,0.1,0.09,0.07,0.82,0.11,0.16,0.16,0.46,0.52,0.35,0.62,0.06,0.49,0.5,0.03,0.84,0.59,0.07,0.41,0.4,0.11,0.18,0.34,0.33,0.32,0.35,0.4,0.43,0.42,0.56,0.44,0.51,0.02,0,0.12,0.78,0.67,0.8,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.13,0.07,0.06,?,?,?,?,0,?,0.37 +53,?,?,Auburncity,2,0.04,0.35,0.03,0.89,0.18,0.05,0.34,0.5,0.3,0.36,0.05,1,0.3,0.6,0.3,0.41,0.37,0.4,0.42,0.31,0.3,0.3,0.32,0.14,0.23,0.3,0.33,0.03,0.28,0.18,0.3,0.19,0.28,0.6,0.67,0.2,0.55,0.28,0.83,0.42,0.88,0.89,0.39,0.43,0.49,0.53,0.49,0.45,0.53,0.02,0.24,0.01,0.34,0.3,0.31,0.37,0.12,0.09,0.09,0.09,0.9,0.06,0.16,0.14,0.36,0.38,0.39,0.36,0.19,0.67,0,0.03,0.84,0.36,0.21,0.17,0.67,0.27,0.02,0.21,0.2,0.2,0.34,0.34,0.35,0.34,0.38,0.37,0.26,0,0.01,0.14,0.49,0.29,0.54,0.58,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.14,0.18,?,?,?,?,0,?,0.18 +25,9,1465,Andovertown,2,0.03,0.52,0.02,0.93,0.23,0.03,0.41,0.38,0.25,0.33,0.04,0.83,0.81,0.65,0.2,0.77,0.37,0.16,0.45,0.84,0.73,0.71,0.78,0.54,0.53,0.75,0.7,0.01,0.06,0.1,0.12,0.86,0.21,0.61,0.48,0.71,0.1,0.96,0.16,0.36,0.23,0.21,0.58,0.87,0.9,0.88,0.8,0.35,0.47,0,0.08,0.01,0.3,0.29,0.31,0.37,0.15,0.13,0.12,0.13,0.85,0.07,0.21,0.22,0.57,0.68,0.2,0.79,0.02,0.27,0.5,0.02,0.84,0.71,0.06,0.29,0.46,0.03,0.18,0.66,0.69,0.72,0.39,0.57,0.75,0.58,0.49,0.5,0.53,0,0,0.21,0.66,0.83,0.69,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.08,0.15,?,?,?,?,0,?,0.04 +42,75,42168,Lebanoncity,2,0.02,0.29,0.03,0.92,0.06,0.13,0.36,0.46,0.29,0.6,0,0,0.17,0.38,0.15,0.41,0.63,0.49,0.61,0.19,0.21,0.21,0.18,0.2,0.15,0.14,0.17,0.03,0.38,0.4,0.65,0.11,0.27,0.47,0.7,0.37,0.84,0.17,0.65,0.48,0.63,0.66,0.38,0.39,0.43,0.33,0.51,0.57,0.65,0.02,0.31,0,0.53,0.43,0.39,0.39,0.09,0.06,0.05,0.05,0.84,0.15,0.18,0.15,0.31,0.37,0.29,0.43,0.08,0.52,0.5,0.03,0.83,0.41,0.29,0.47,0,0.31,0.58,0.07,0.06,0.07,0.15,0.18,0.19,0.15,0.34,0.31,0.35,0,0,0.07,0.91,0.62,0.84,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.49,0.06,?,?,?,?,0,?,0.12 +6,?,?,Visaliacity,2,0.11,0.57,0.03,0.62,0.39,0.47,0.45,0.48,0.3,0.34,0.12,1,0.29,0.49,0.58,0.41,0.42,0.68,0.37,0.28,0.27,0.32,0.2,0.21,0.16,0.21,0.23,0.12,0.46,0.42,0.42,0.31,0.43,0.44,0.23,0.54,0.31,0.45,0.49,0.36,0.61,0.58,0.62,0.6,0.6,0.61,0.52,0.25,0.3,0.05,0.3,0.06,0.47,0.5,0.54,0.65,0.37,0.35,0.34,0.37,0.59,0.41,0.44,0.42,0.59,0.55,0.64,0.49,0.41,0.48,0.5,0.05,0.87,0.52,0.23,0.2,0.73,0.17,0.13,0.2,0.19,0.2,0.32,0.32,0.36,0.33,0.76,0.52,0.28,0.04,0.02,0.33,0.61,0.33,0.61,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.27,0.04,?,?,?,?,0,?,0.32 +6,?,?,ElMontecity,2,0.15,1,0.02,0.42,0.72,1,0.6,0.72,0.5,0.17,0.17,1,0.27,0.66,0.14,0.15,0.28,0.75,0.26,0.21,0.1,0.1,0.22,0.15,0.22,0.21,0.23,0.21,0.6,1,1,0.07,0.63,0.43,0.82,0.1,1,0.1,0.35,0.72,0.49,0.43,1,0.51,0.43,0.53,0.52,0.21,0.06,0.17,0.75,0.34,0.51,0.58,0.63,0.7,1,1,1,1,0,1,1,1,1,0.95,1,0.15,1,0.84,0,0.05,0.87,0.25,0.34,0.35,0.48,0.51,0.76,0.42,0.44,0.42,0.53,0.51,0.56,0.5,0.7,0.8,0.22,0.17,0.35,1,0.36,0.43,0.73,0.58,0.01,0.08,0.98,0.12,0.03,0.1,0.34,0.08,0.63,0.48,0.04,0.47,0.29,0.37,0.04,0.79,0.33,0.03,0.94,0.36,0.01,0.04,0.9,1,1,0.19,0.54 +39,57,86772,Xeniacity,2,0.02,0.48,0.27,0.78,0.03,0.01,0.45,0.49,0.31,0.36,0,0,0.23,0.49,0.17,0.37,0.42,0.52,0.58,0.25,0.2,0.2,0.2,0.07,0.44,0.22,0.16,0.03,0.4,0.25,0.43,0.17,0.48,0.4,0.53,0.46,0.59,0.26,0.56,0.31,0.62,0.62,0.52,0.54,0.54,0.64,0.43,0.41,0.43,0.01,0.21,0,0.22,0.2,0.19,0.3,0.02,0.01,0.01,0.02,0.97,0.01,0.26,0.25,0.49,0.49,0.49,0.56,0.1,0.35,0.5,0.01,0.91,0.57,0.19,0.43,0.48,0.36,0.11,0.1,0.08,0.07,0.16,0.22,0.23,0.25,0.56,0.22,0.24,0.01,0,0.03,0.8,0.54,0.76,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.23,0.02,?,?,?,?,0,?,0.18 +6,?,?,Napacity,2,0.08,0.41,0.01,0.86,0.13,0.28,0.35,0.42,0.27,0.47,0.1,1,0.39,0.49,0.2,0.51,0.5,0.35,0.74,0.41,0.38,0.38,0.54,0.29,0.31,0.25,0.3,0.04,0.19,0.27,0.32,0.3,0.27,0.5,0.29,0.46,0.33,0.4,0.57,0.38,0.68,0.66,0.43,0.59,0.61,0.68,0.56,0.43,0.51,0.01,0.12,0.04,0.46,0.56,0.6,0.59,0.35,0.38,0.37,0.33,0.73,0.3,0.27,0.25,0.42,0.39,0.48,0.49,0.26,0.55,0,0.05,0.86,0.51,0.11,0.47,0.56,0.1,0.07,0.45,0.45,0.47,0.55,0.55,0.62,0.56,0.7,0.62,0.19,0.03,0,0.32,0.58,0.44,0.61,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.3,0.09,?,?,?,?,0,?,0.25 +6,?,?,Bellflowercity,2,0.08,0.46,0.12,0.54,0.62,0.44,0.36,0.54,0.34,0.34,0.1,1,0.35,0.63,0.08,0.32,0.36,0.44,0.36,0.34,0.31,0.34,0.33,0.23,0.29,0.29,0.34,0.05,0.24,0.3,0.48,0.18,0.35,0.56,0.54,0.26,0.51,0.28,0.76,0.47,0.78,0.8,0.55,0.47,0.49,0.57,0.5,0.45,0.47,0.05,0.42,0.08,0.51,0.59,0.6,0.64,0.68,0.69,0.64,0.63,0.51,0.42,0.4,0.35,0.5,0.49,0.53,0.21,0.65,0.81,0,0.06,0.81,0.24,0.12,0.16,0.46,0.21,0.41,0.52,0.51,0.49,0.57,0.56,0.63,0.54,0.56,0.69,0.08,0,0,0.56,0.48,0.36,0.74,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.85,0.14,?,?,?,?,0,?,0.7 +12,?,?,NewPortRicheycity,2,0.01,0.19,0.01,0.98,0.03,0.04,0.19,0.29,0.18,1,0.02,1,0.11,0.02,0.13,0.48,0.96,0.26,0.91,0.13,0.21,0.2,0.24,0.06,0.35,0.51,0.29,0.02,0.38,0.35,0.57,0.11,0.36,0.09,0.11,0.52,0.32,0.3,0.7,0.2,0.62,0.68,0.16,0.44,0.48,0.6,0.46,0.59,0.59,0,0.14,0,0.07,0.06,0.15,0.22,0.02,0.02,0.04,0.05,0.88,0.04,0.08,0.06,0.17,0.13,0.27,0.55,0.1,0.95,0,0.07,0.26,0.58,0.06,0.44,0.73,0.34,0.11,0.09,0.07,0.07,0.26,0.23,0.21,0.22,0.67,0.6,0.15,0,0.02,0.14,0.09,0.43,0.48,0.4,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.28,0,?,?,?,?,0,?,0.22 +45,?,?,Spartanburgcity,2,0.05,0.41,0.89,0.28,0.05,0.01,0.5,0.52,0.42,0.51,0.07,1,0.18,0.43,0.19,0.31,0.56,0.59,0.44,0.23,0.24,0.38,0.18,0.19,0.25,0.27,0.36,0.08,0.58,0.5,0.6,0.37,0.43,0.39,0.62,0.48,0.65,0.4,0.7,0.55,0.66,0.71,0.48,0.18,0.18,0.15,0.09,0.59,0.63,0.09,0.91,0.01,0.5,0.45,0.43,0.47,0.08,0.07,0.06,0.06,0.94,0.04,0.31,0.25,0.37,0.37,0.42,0.34,0.18,0.57,0,0.06,0.73,0.36,0.41,0.47,0.48,0.62,0.44,0.08,0.1,0.11,0.08,0.17,0.2,0.18,0.45,0.35,0.36,0.07,0.01,0.07,0.78,0.55,0.75,0.71,0.01,0.25,0.98,0.32,0.04,0.38,0.51,0.25,0.28,0.79,0.34,0,0,0.23,0.11,0.57,0.39,0.05,0.2,0.13,0.03,0.01,0.84,0,1,0.16,1 +55,63,40775,LaCrossecity,2,0.07,0.39,0.01,0.91,0.3,0.01,0.68,0.74,0.72,0.49,0.08,1,0.17,0.47,0.3,0.59,0.58,0.41,0.5,0.24,0.2,0.2,0.19,0.1,0.08,0.06,0.27,0.09,0.56,0.33,0.32,0.34,0.38,0.46,0.37,0.59,0.46,0.37,0.4,0.72,0.36,0.39,0.4,0.52,0.61,0.6,0.62,0.52,0.6,0.02,0.2,0.01,1,0.91,0.84,0.86,0.3,0.23,0.19,0.18,0.89,0.13,0.25,0.2,0.31,0.34,0.34,0.37,0.14,0.63,0,0.05,0.84,0.37,0.08,0.31,0.25,0.19,0.25,0.1,0.08,0.08,0.18,0.2,0.22,0.19,0.53,0.36,0.58,0.01,0,0.12,0.77,0.43,0.51,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.23,0.18,?,?,?,?,0,?,0.03 +37,?,?,Charlottecity,2,0.62,0.35,0.62,0.48,0.11,0.02,0.37,0.53,0.32,0.3,0.63,1,0.33,0.72,0.17,0.41,0.32,0.24,0.28,0.36,0.4,0.51,0.24,0.18,0.29,0.3,0.51,0.39,0.28,0.2,0.32,0.45,0.22,0.68,0.31,0.33,0.37,0.45,0.59,0.49,0.63,0.64,0.44,0.48,0.48,0.58,0.45,0.6,0.63,0.42,0.55,0.1,0.49,0.55,0.62,0.62,0.13,0.13,0.13,0.12,0.91,0.07,0.2,0.18,0.37,0.43,0.34,0.47,0.15,0.53,0.5,0.61,0.74,0.45,0.24,0.31,0.65,0.26,0.23,0.16,0.16,0.2,0.27,0.31,0.35,0.33,0.37,0.38,0.35,0.31,0.24,0.11,0.54,0.44,0.59,0.46,0.02,0,0.97,0.01,0.01,0,0.08,0,0.54,0.78,0.3,0.05,0,0.24,0.04,0.57,0.06,0.51,0.19,0.25,0.15,0.02,0.81,0,0.71,0,0.74 +12,?,?,Lakelandcity,2,0.1,0.3,0.39,0.67,0.05,0.06,0.38,0.42,0.31,0.77,0.11,1,0.21,0.29,0.23,0.45,0.73,0.3,0.67,0.23,0.29,0.33,0.18,0.23,0.21,0.23,0.46,0.09,0.36,0.32,0.45,0.3,0.41,0.3,0.26,0.45,0.42,0.4,0.64,0.31,0.61,0.65,0.29,0.4,0.37,0.46,0.41,0.56,0.62,0.06,0.39,0.02,0.24,0.28,0.28,0.36,0.07,0.07,0.07,0.08,0.9,0.06,0.18,0.16,0.28,0.26,0.34,0.48,0.15,0.68,0,0.28,0.35,0.5,0.13,0.39,0.67,0.45,0.16,0.11,0.11,0.12,0.22,0.24,0.26,0.26,0.47,0.37,0.32,0.08,0.07,0.12,0.35,0.43,0.56,0.51,0.03,0.26,0.96,0.31,0.03,0.19,0.23,0.26,0.69,0.86,0.13,0.04,0.19,0.13,0.07,0.57,0.33,0.11,0.15,0.07,0.1,0.02,0.73,1,0.99,0.15,0.63 +18,?,?,Carmelcity,2,0.02,0.51,0.01,0.96,0.14,0.01,0.41,0.37,0.22,0.24,0.04,1,0.71,0.76,0.53,0.77,0.25,0.06,0.34,0.72,0.68,0.67,1,0.34,0.31,0.29,0.61,0,0.03,0.04,0.05,0.84,0.07,0.71,0.33,0.42,0.09,0.76,0.21,0.24,0.33,0.29,0.53,0.89,0.94,0.94,0.78,0.37,0.44,0,0.02,0.01,0.31,0.46,0.51,0.56,0.08,0.1,0.1,0.1,0.91,0.06,0.14,0.16,0.54,0.68,0.21,0.75,0.02,0.32,0.5,0.03,0.79,0.66,0,0.13,0.79,0.03,0.06,0.33,0.35,0.37,0.45,0.44,0.51,0.45,0.3,0.29,0.14,0,0,0.1,0.48,0.34,0.23,0.34,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.17,0.02,?,?,?,?,0,?,0.05 +34,35,68460,Somervilleborough,2,0,0.39,0.23,0.71,0.23,0.15,0.26,0.51,0.29,0.48,0.02,1,0.46,0.6,0.16,0.65,0.53,0.21,0.61,0.51,0.43,0.46,0.32,0.26,0.31,0.33,0.37,0.01,0.14,0.32,0.37,0.39,0.32,0.59,0.42,0.48,0.39,0.48,0.48,0.58,0.43,0.47,0.44,0.59,0.59,0.68,0.54,0.54,0.74,0.01,0.34,0.01,0.67,0.69,0.64,0.66,0.54,0.49,0.41,0.39,0.72,0.24,0.29,0.24,0.37,0.52,0.28,0.43,0.19,0.63,0,0.01,0.76,0.37,0.27,0.3,0.25,0.22,0.14,0.43,0.4,0.36,0.66,0.6,0.62,0.6,0.55,0.56,0.99,0.01,0.09,0.34,0.57,0.63,0.63,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.41,0.18,?,?,?,?,0,?,0.09 +42,3,32328,Hamptontownship,2,0.01,0.57,0.01,0.98,0.04,0,0.36,0.35,0.18,0.33,0.02,1,0.56,0.73,0.22,0.78,0.39,0.07,0.5,0.53,0.51,0.49,0.64,0,0.39,0,0.64,0,0.05,0.15,0.2,0.58,0.15,0.59,0.28,0.6,0.2,0.72,0.16,0.26,0.18,0.17,0.54,0.93,0.94,0.99,0.84,0.3,0.29,0,0.04,0,0,0,0,0.14,0,0,0,0.01,0.94,0.02,0.19,0.22,0.6,0.6,0.36,0.92,0.02,0.19,0.5,0.01,0.92,0.9,0.1,0.56,0.5,0.01,0.14,0.17,0.18,0.22,0.34,0.37,0.38,0.44,0.38,0.42,0.43,0,0,0.04,0.85,0.73,0.82,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.08,0.19,?,?,?,?,0,?,0.04 +45,?,?,NorthCharlestoncity,2,0.1,0.61,0.67,0.43,0.1,0.04,0.56,0.87,0.69,0.15,0.11,1,0.17,0.7,0.14,0.2,0.19,0.38,0.35,0.14,0.18,0.22,0.18,0.18,0.22,0.93,0.68,0.12,0.58,0.28,0.45,0.17,0.27,0.71,0.31,0.24,0.48,0.25,0.72,0.69,0.73,0.73,0.5,0.39,0.36,0.48,0.16,0.51,0.41,0.08,0.7,0.01,0.37,0.37,0.47,0.48,0.06,0.05,0.06,0.06,0.91,0.04,0.26,0.23,0.45,0.41,0.52,0.16,0.27,0.68,0,0.16,0.51,0.21,0.39,0.71,0.71,0.71,0.42,0.11,0.1,0.1,0.2,0.24,0.25,0.27,0.48,0.46,0.46,0.02,0.02,0.06,0.47,0.15,0.24,0.02,0.02,0.19,0.97,0.25,0.04,0.26,0.45,0.19,0.62,0.69,0.44,0.06,0,0.34,0.01,0.64,0.02,0.14,0.12,0.17,0.08,0.01,0.92,1,0.3,0.1,0.93 +29,?,?,PoplarBluffcity,2,0.01,0.31,0.16,0.86,0.03,0.01,0.4,0.41,0.27,0.66,0,0,0.05,0.16,0.38,0.28,0.79,0.89,0.51,0.09,0.13,0.13,0.12,0.26,0.41,0.02,0.49,0.04,0.71,0.76,0.74,0.17,0.56,0.24,0.26,0.63,0.45,0.35,0.75,0.25,0.73,0.77,0.37,0.41,0.42,0.3,0.55,0.55,0.57,0.01,0.3,0,0.34,0.25,0.3,0.26,0.03,0.02,0.02,0.01,0.97,0.04,0.17,0.15,0.31,0.29,0.37,0.43,0.12,0.61,0,0.04,0.61,0.46,0.32,0.6,0.48,0.68,0.65,0.02,0.02,0.04,0.05,0.08,0.07,0.07,0.56,0.3,0.4,0.02,0,0.03,0.74,0.49,0.64,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.14,0.03,?,?,?,?,0,?,0.19 +42,71,21344,EastLampetertownship,2,0,0.41,0.03,0.95,0.08,0.04,0.33,0.44,0.28,0.47,0.01,0.58,0.38,0.67,1,0.66,0.44,0.07,0.44,0.39,0.4,0.39,0.36,0,0.37,0.36,0.47,0,0.12,0.44,0.47,0.29,0.08,0.68,0.56,0.24,0.52,0.35,0.35,0.31,0.33,0.35,0.44,0.83,0.86,0.91,0.76,0.43,0.43,0,0.08,0,0.48,0.58,0.47,0.51,0.1,0.1,0.08,0.07,0.77,0.05,0.27,0.26,0.45,0.49,0.35,0.63,0.07,0.4,0.5,0.01,0.88,0.6,0,0.37,0.63,0.39,0.29,0.23,0.21,0.21,0.39,0.4,0.42,0.41,0.3,0.33,0.19,0.03,0,0.08,0.86,0.69,0.8,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.05,0.06,?,?,?,?,0,?,0.06 +54,?,?,Clarksburgcity,2,0.01,0.24,0.07,0.94,0.02,0.02,0.33,0.34,0.21,0.85,0,0,0.1,0.16,0.09,0.41,0.88,0.45,0.89,0.15,0.18,0.18,0.16,0.07,0.03,0.08,0.54,0.03,0.45,0.37,0.5,0.21,0.76,0.13,0.17,0.55,0.46,0.35,0.57,0.31,0.52,0.57,0.33,0.51,0.55,0.59,0.64,0.62,0.54,0.01,0.17,0,0.07,0.05,0.04,0.03,0,0,0,0,0.92,0.03,0.12,0.11,0.25,0.28,0.24,0.57,0.04,0.57,0,0.07,0.4,0.55,0.19,0.86,0,0.46,0.67,0.05,0.05,0.05,0.09,0.11,0.1,0.12,0.67,0.39,0.36,0.01,0,0.03,0.9,0.72,0.86,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.19,0.12,?,?,?,?,0,?,0.03 +48,?,?,Pecoscity,2,0,0.72,0.05,0.95,0.01,1,0.51,0.5,0.3,0.33,0,0,0.12,0.53,0.74,0.11,0.49,0.84,0.13,0.13,0.08,0.07,0.17,0.21,0,0.25,0.19,0.03,0.71,1,0.94,0.1,0.93,0.25,0.05,0.23,0.46,0.22,0.35,0.34,0.39,0.39,0.85,0.74,0.67,0.83,0.74,0.23,0.14,0.01,0.17,0.01,0.34,0.27,0.28,0.36,0.28,0.19,0.18,0.22,0,0.84,0.75,0.75,0.77,0.78,0.66,0.72,0.55,0.5,0.5,0.03,0.37,0.71,0.85,0.86,0.42,0.72,0.3,0,0,0.01,0.05,0.1,0.13,0.1,0.55,0.23,0.56,0,0,0.35,0.84,0.76,0.82,0.88,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.14,0.33,?,?,?,?,0,?,0.1 +18,?,?,LaPortecity,2,0.02,0.35,0.03,0.96,0.01,0.04,0.37,0.46,0.29,0.55,0,0,0.22,0.45,0.38,0.42,0.6,0.29,0.58,0.25,0.24,0.24,0.19,0.13,0.18,0.2,0.29,0.02,0.26,0.33,0.48,0.18,0.29,0.48,0.73,0.31,0.74,0.23,0.62,0.33,0.64,0.66,0.4,0.57,0.62,0.58,0.63,0.72,0.66,0.01,0.17,0,0,0.05,0.08,0.06,0,0.01,0.01,0.01,0.93,0.02,0.21,0.19,0.36,0.39,0.33,0.58,0.1,0.56,0,0.02,0.81,0.56,0.3,0.55,0.17,0.38,0.11,0.07,0.05,0.06,0.16,0.17,0.19,0.2,0.26,0.16,0.54,0,0,0.05,0.75,0.59,0.83,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.16,0.04,?,?,?,?,0,?,0.53 +12,?,?,WinterHavencity,2,0.02,0.23,0.44,0.64,0.03,0.04,0.25,0.3,0.2,0.95,0.04,1,0.2,0.21,0.3,0.47,0.89,0.3,0.79,0.24,0.31,0.37,0.17,0.15,0.32,0.41,0.27,0.03,0.35,0.37,0.5,0.27,0.41,0.22,0.18,0.44,0.28,0.4,0.63,0.27,0.65,0.67,0.25,0.32,0.29,0.37,0.23,0.56,0.61,0.03,0.38,0.01,0.27,0.3,0.42,0.43,0.08,0.07,0.09,0.09,0.91,0.04,0.19,0.16,0.23,0.25,0.26,0.48,0.17,0.73,0,0.09,0.39,0.48,0.13,0.41,0.67,0.48,0.32,0.11,0.1,0.11,0.18,0.23,0.27,0.23,0.63,0.48,0.18,0.02,0.01,0.11,0.34,0.45,0.63,0.51,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.17,0.03,?,?,?,?,0,?,0.59 +51,760,67000,Richmondcity,2,0.31,0.3,1,0.13,0.05,0.02,0.38,0.54,0.4,0.5,0.32,1,0.2,0.46,0.15,0.34,0.51,0.49,0.48,0.22,0.3,0.52,0.23,0.28,0.22,0.38,0.41,0.37,0.55,0.42,0.56,0.38,0.4,0.43,0.26,0.53,0.4,0.42,0.81,0.72,0.73,0.79,0.38,0.04,0.05,0.17,0.09,0.57,0.57,0.43,1,0.02,0.36,0.44,0.49,0.52,0.05,0.05,0.05,0.05,0.95,0.03,0.26,0.18,0.26,0.31,0.27,0.33,0.14,0.64,0,0.47,0.62,0.33,0.83,0.5,0.29,0.5,0.34,0.11,0.12,0.15,0.2,0.26,0.3,0.27,0.56,0.46,0.61,0.17,0.01,0.05,0.73,0.51,0.64,0.71,0.13,0.31,0.86,0.38,0.45,0.84,0.95,0.31,0.36,0.56,0.66,0.04,0,0.48,0.11,0.71,0.19,0.17,0.28,0.72,0.28,0.1,0.79,0.5,0.48,0.22,0.67 +9,9,14160,Cheshiretown,2,0.03,0.66,0.08,0.9,0.11,0.05,0.48,0.43,0.34,0.35,0.03,0.83,0.77,0.71,0.44,0.77,0.4,0.07,0.43,0.74,0.62,0.63,0.17,0.37,0.56,0.03,0.59,0,0.04,0.13,0.17,0.7,0.17,0.54,0.33,0.62,0.13,0.81,0.22,0.54,0.24,0.23,0.56,0.92,0.89,0.93,0.8,0.49,0.64,0,0.03,0.01,0.23,0.25,0.27,0.33,0.08,0.08,0.08,0.08,0.88,0.04,0.15,0.17,0.58,0.62,0.26,0.89,0.02,0.22,0.5,0.01,0.91,0.85,0.06,0.37,0.54,0.01,0.07,0.54,0.53,0.56,0.52,0.6,0.74,0.62,0.55,0.56,0.35,0,0,0.15,0.61,0.67,0.72,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.06,0.07,?,?,?,?,0,?,0.01 +44,3,18640,Coventrytown,2,0.03,0.51,0.01,0.99,0.02,0.01,0.39,0.41,0.24,0.42,0.04,0.8,0.42,0.59,0.07,0.51,0.5,0.23,0.56,0.41,0.32,0.31,0.22,0.26,0.4,0.24,0.27,0.01,0.11,0.31,0.44,0.21,0.34,0.6,0.59,0.28,0.47,0.3,0.37,0.33,0.37,0.38,0.53,0.81,0.8,0.78,0.79,0.57,0.64,0.01,0.1,0.01,0.08,0.06,0.13,0.17,0.02,0.01,0.02,0.02,0.88,0.05,0.2,0.21,0.53,0.58,0.28,0.83,0.05,0.4,0.5,0.03,0.81,0.79,0.08,0.73,0.54,0.06,0.08,0.33,0.31,0.29,0.28,0.38,0.44,0.36,0.55,0.56,0.54,0,0,0.08,0.82,0.78,0.81,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.17,0.04,0.04,?,?,?,?,0,?,0.05 +47,?,?,OakRidgecity,2,0.03,0.27,0.16,0.84,0.13,0.02,0.33,0.32,0.19,0.65,0,0,0.35,0.44,0.16,0.65,0.58,0.29,0.83,0.42,0.43,0.41,0.29,1,0.55,0.37,0.45,0.02,0.24,0.2,0.23,0.57,0.28,0.42,0.45,0.69,0.18,0.7,0.51,0.24,0.57,0.57,0.3,0.6,0.62,0.57,0.62,0.51,0.58,0.01,0.11,0.01,0.72,0.59,0.6,0.56,0.18,0.13,0.12,0.1,0.92,0.06,0.08,0.08,0.29,0.33,0.24,0.63,0.06,0.47,0.5,0.05,0.71,0.6,0.06,0.37,0.31,0.22,0.07,0.11,0.11,0.14,0.18,0.23,0.26,0.23,0.33,0.11,0.18,0,0,0.1,0.44,0.63,0.58,0.54,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.25,0.03,0,?,?,?,?,0,?,0.14 +1,?,?,Montgomerycity,2,0.28,0.45,0.83,0.34,0.04,0.01,0.48,0.53,0.36,0.37,0.3,1,0.24,0.56,0.22,0.36,0.45,0.4,0.48,0.27,0.26,0.39,0.18,0.2,0.16,0.18,0.4,0.3,0.48,0.3,0.41,0.39,0.44,0.49,0.21,0.48,0.35,0.45,0.58,0.45,0.64,0.64,0.54,0.41,0.38,0.46,0.35,0.67,0.64,0.26,0.64,0.02,0.29,0.39,0.42,0.45,0.03,0.04,0.04,0.04,0.95,0.03,0.32,0.29,0.45,0.47,0.45,0.51,0.21,0.43,0.5,0.35,0.65,0.51,0.6,0.38,0.58,0.33,0.25,0.1,0.11,0.12,0.13,0.21,0.24,0.23,0.4,0.35,0.37,0.06,0.01,0.04,0.75,0.5,0.67,0.63,0.02,0.05,0.98,0.03,0.01,0.02,0.1,0.05,0.84,0.21,1,0,0,0.88,0.02,0.21,0.07,0.39,0.12,0.09,0.04,0.01,0,0,0.36,0.01,0.35 +29,?,?,Overlandcity,2,0.01,0.36,0.12,0.88,0.08,0.01,0.27,0.42,0.21,0.53,0.03,1,0.28,0.49,0.26,0.5,0.6,0.27,0.61,0.28,0.27,0.27,0.25,0.11,0.18,0.47,0.28,0.01,0.21,0.44,0.52,0.16,0.39,0.52,0.51,0.21,0.5,0.24,0.58,0.35,0.6,0.62,0.4,0.51,0.55,0.53,0.56,0.89,0.84,0.01,0.21,0,0.26,0.37,0.55,0.57,0.05,0.06,0.08,0.07,0.96,0.06,0.2,0.19,0.4,0.41,0.37,0.71,0.09,0.61,0,0.02,0.83,0.7,0.11,0.39,0.25,0.15,0.09,0.11,0.08,0.07,0.26,0.27,0.26,0.3,0.54,0.17,0.36,0,0,0.07,0.81,0.74,0.74,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.34,0.07,?,?,?,?,0,?,0.17 +29,?,?,Maryvillecity,2,0,0.62,0.03,0.95,0.08,0.01,1,1,1,0.37,0,0,0.1,0.48,1,0.58,0.49,0.31,0.18,0.21,0.13,0.12,0.05,0,0.28,0.12,0.16,0.02,0.72,0.31,0.27,0.42,0.34,0.39,0.24,0.7,0.34,0.43,0.18,0.98,0.19,0.2,0.39,0.64,0.7,0.55,0.65,0.87,1,0,0.12,0,0.96,1,0.93,0.84,0.1,0.09,0.07,0.06,0.96,0.05,0.18,0.14,0.29,0.4,0.22,0.46,0.05,0.57,0,0.01,0.75,0.41,0.09,0.47,0.52,0.2,0.7,0.07,0.07,0.08,0.12,0.15,0.14,0.12,0.88,0.23,0.28,0,0,0.04,0.61,0.26,0.21,0.21,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.2,0,?,?,?,?,0,?,0.05 +25,11,27025,Greenfieldtown,2,0.01,0.32,0.02,0.97,0.05,0.02,0.34,0.41,0.26,0.58,0,0,0.25,0.43,0.16,0.5,0.61,0.61,0.55,0.32,0.29,0.28,0.17,0.27,0.18,0.13,0.87,0.02,0.31,0.21,0.33,0.28,0.36,0.45,0.32,0.64,0.36,0.4,0.61,0.47,0.63,0.65,0.38,0.43,0.51,0.51,0.37,0.5,0.54,0.01,0.24,0,0.32,0.48,0.44,0.37,0.05,0.07,0.05,0.04,0.92,0.03,0.13,0.11,0.31,0.42,0.21,0.5,0.05,0.54,0.5,0.02,0.83,0.45,0.04,0.37,0.06,0.26,0.21,0.26,0.25,0.24,0.27,0.32,0.35,0.33,0.58,0.54,0.44,0.01,0,0.06,0.74,0.56,0.75,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.07,0.04,?,?,?,?,0,?,0.69 +25,21,67945,Stoughtontown,2,0.03,0.54,0.08,0.92,0.07,0.03,0.38,0.48,0.31,0.43,0.04,0.94,0.5,0.68,0.41,0.53,0.5,0.23,0.47,0.49,0.42,0.4,0.46,0.16,0.64,0.77,0.3,0.01,0.11,0.26,0.29,0.36,0.35,0.61,0.42,0.37,0.42,0.42,0.28,0.49,0.33,0.32,0.6,0.78,0.77,0.88,0.67,0.58,0.6,0.01,0.1,0.02,0.16,0.17,0.14,0.16,0.13,0.11,0.09,0.09,0.74,0.2,0.29,0.29,0.58,0.65,0.34,0.75,0.08,0.4,0.5,0.02,0.88,0.69,0.17,0.45,0.54,0.08,0.09,0.42,0.39,0.36,0.45,0.54,0.62,0.55,0.4,0.51,0.43,0,0,0.33,0.8,0.78,0.73,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.14,0.33,?,?,?,?,0,?,0.11 +47,?,?,Kingsportcity,2,0.04,0.27,0.09,0.93,0.03,0,0.33,0.36,0.24,0.68,0.06,1,0.18,0.26,0.25,0.46,0.7,0.5,0.61,0.24,0.3,0.29,0.23,0.03,0.73,0.1,0.52,0.06,0.48,0.58,0.56,0.32,0.4,0.25,0.68,0.35,0.45,0.41,0.56,0.22,0.62,0.62,0.28,0.55,0.56,0.68,0.53,0.29,0.25,0.01,0.14,0,0.15,0.3,0.35,0.35,0.01,0.03,0.03,0.02,0.97,0.01,0.09,0.09,0.28,0.3,0.27,0.56,0.05,0.5,0.5,0.06,0.74,0.55,0.14,0.56,0.42,0.46,0.12,0.08,0.09,0.12,0.08,0.13,0.16,0.13,0.33,0.18,0.32,0.02,0,0.04,0.59,0.61,0.7,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.09,0,?,?,?,?,0,?,0.24 +12,?,?,WiltonManorscity,2,0,0.19,0.18,0.82,0.07,0.11,0.16,0.31,0.15,0.56,0.02,1,0.25,0.57,0.12,0.45,0.48,0.09,0.27,0.3,0.39,0.42,0.17,0.17,0.24,0.23,0.32,0.01,0.33,0.19,0.33,0.24,0.22,0.62,0.15,0.37,0.27,0.36,0.94,0.52,0.86,0.93,0.26,0.44,0.5,0.51,0.27,0.71,0.8,0.01,0.26,0.01,0.51,0.56,0.56,0.57,0.5,0.48,0.44,0.42,0.73,0.28,0.19,0.13,0.18,0.19,0.22,0.48,0.22,0.77,0,0.03,0.62,0.48,0.14,0.32,0.52,0.33,0.11,0.21,0.2,0.2,0.42,0.37,0.38,0.39,0.67,0.46,0.37,0.01,0,0.42,0.14,0.43,0.63,0.45,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.51,0.14,?,?,?,?,0,?,0.35 +18,?,?,MichiganCitycity,2,0.04,0.46,0.44,0.63,0.04,0.03,0.41,0.49,0.31,0.45,0,0,0.19,0.51,0.09,0.36,0.59,0.33,0.47,0.21,0.19,0.22,0.18,0.13,0.18,0.25,0.32,0.05,0.43,0.33,0.54,0.13,0.51,0.37,0.77,0.29,0.74,0.23,0.82,0.5,0.68,0.77,0.49,0.38,0.39,0.44,0.33,0.65,0.69,0.04,0.52,0,0.07,0.1,0.2,0.23,0.01,0.01,0.02,0.02,0.91,0.05,0.34,0.29,0.41,0.45,0.38,0.53,0.14,0.56,0,0.07,0.58,0.51,0.59,0.5,0.31,0.49,0.19,0.06,0.05,0.05,0.16,0.18,0.2,0.21,0.47,0.25,0.6,0,0,0.05,0.69,0.64,0.82,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.14,0.1,?,?,?,?,0,?,0.27 +25,23,18455,EastBridgewatertown,2,0,0.67,0.02,0.98,0.02,0.02,0.47,0.5,0.34,0.3,0.01,0.64,0.51,0.73,0.19,0.38,0.41,0.24,0.38,0.49,0.34,0.32,0.42,0.19,0.27,0.33,0.23,0,0.09,0.11,0.27,0.25,0.46,0.67,0.42,0.36,0.42,0.33,0.27,0.43,0.33,0.31,0.69,0.81,0.81,0.81,0.59,0.59,0.71,0,0.1,0,0.28,0.25,0.26,0.22,0.07,0.05,0.05,0.04,0.93,0.02,0.35,0.37,0.71,0.77,0.35,0.86,0.06,0.29,0.5,0,0.91,0.81,0.21,0.45,0.5,0.04,0.36,0.4,0.38,0.35,0.38,0.47,0.56,0.49,0.4,0.64,0.74,0,0,0.09,0.91,0.72,0.85,0.9,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.05,0.08,?,?,?,?,0,?,0.13 +6,?,?,Pittsburgcity,2,0.06,0.64,0.34,0.37,0.75,0.44,0.41,0.54,0.32,0.23,0.08,1,0.44,0.67,0.2,0.33,0.33,0.58,0.42,0.41,0.29,0.34,0.27,0.19,0.32,0.28,0.37,0.05,0.28,0.36,0.4,0.22,0.44,0.56,0.3,0.27,0.4,0.28,0.55,0.45,0.59,0.59,0.71,0.56,0.54,0.64,0.6,0.48,0.45,0.04,0.41,0.06,0.45,0.51,0.59,0.62,0.59,0.58,0.62,0.6,0.51,0.4,0.56,0.54,0.69,0.7,0.66,0.53,0.51,0.47,0.5,0.06,0.75,0.53,0.52,0.14,0.75,0.22,0.33,0.33,0.34,0.31,0.47,0.54,0.6,0.53,0.53,0.75,0.39,0.08,0.08,0.56,0.52,0.42,0.58,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.37,0.25,?,?,?,?,0,?,0.36 +1,?,?,PhenixCitycity,2,0.02,0.41,0.78,0.38,0.02,0.01,0.44,0.48,0.33,0.46,0.04,1,0.15,0.39,0.13,0.18,0.57,0.51,0.51,0.16,0.16,0.24,0.15,0.2,0.06,0.36,0.38,0.05,0.59,0.64,0.72,0.15,0.58,0.35,0.63,0.37,0.67,0.24,0.7,0.39,0.72,0.75,0.49,0.31,0.28,0.4,0.41,0.52,0.51,0.04,0.62,0,0.15,0.11,0.14,0.58,0.01,0.01,0.01,0.03,0.96,0.04,0.28,0.25,0.43,0.43,0.46,0.44,0.22,0.55,0,0.06,0.59,0.45,0.18,0.41,0.52,0.53,0.28,0.06,0.06,0.07,0,0.09,0.14,0.12,0.5,0.24,0.36,0,0,0.02,0.52,0.64,0.74,0.65,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.1,0.05,?,?,?,?,0,?,0.34 +9,1,74190,Stratfordtown,2,0.06,0.39,0.15,0.85,0.05,0.06,0.29,0.36,0.22,0.68,0.08,1,0.5,0.48,0.17,0.67,0.73,0.15,0.84,0.53,0.46,0.46,0.35,0.22,0.49,0.41,0.47,0.02,0.08,0.31,0.38,0.33,0.28,0.51,0.58,0.38,0.32,0.46,0.34,0.4,0.35,0.36,0.43,0.7,0.7,0.83,0.71,0.57,0.64,0.02,0.18,0.02,0.1,0.15,0.18,0.18,0.04,0.06,0.06,0.06,0.82,0.06,0.2,0.19,0.42,0.43,0.35,0.79,0.07,0.43,0.5,0.04,0.85,0.78,0.44,0.62,0.31,0.07,0.16,0.48,0.45,0.42,0.43,0.53,0.66,0.6,0.51,0.53,0.68,0,0.01,0.18,0.71,0.84,0.91,0.87,0.01,0.18,0.98,0.24,0.01,0.13,0.22,0.18,0.62,0.63,0.06,0.09,0,0.07,0.02,0.5,0.38,0.05,0.23,0.11,0.01,0.01,0.93,0,0.51,0.13,0.08 +9,15,59980,Plainfieldtown,2,0.01,0.55,0.01,0.98,0.03,0.03,0.47,0.55,0.33,0.31,0,0,0.38,0.64,0.32,0.48,0.47,0.29,0.49,0.36,0.27,0.25,0.43,0.3,0.03,0.14,0.26,0.01,0.17,0.43,0.54,0.1,0.51,0.56,0.76,0.27,0.72,0.2,0.42,0.39,0.42,0.43,0.56,0.66,0.67,0.49,0.6,0.33,0.48,0,0.15,0,0.13,0.12,0.14,0.16,0.03,0.02,0.03,0.03,0.88,0.04,0.25,0.26,0.59,0.65,0.45,0.65,0.1,0.38,0.5,0.02,0.75,0.62,0.2,0.72,0.46,0.14,0.12,0.3,0.27,0.25,0.33,0.37,0.4,0.4,0.4,0.66,0.46,0,0,0.09,0.68,0.66,0.71,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.03,0.03,?,?,?,?,0,?,0.05 +38,15,7200,Bismarckcity,2,0.06,0.39,0,0.95,0.03,0.01,0.41,0.48,0.29,0.35,0.08,1,0.27,0.65,1,0.57,0.39,0.22,0.32,0.32,0.28,0.27,0.17,0.09,0.44,0.13,0.22,0.04,0.25,0.37,0.27,0.42,0.24,0.66,0.07,0.57,0.22,0.51,0.34,0.39,0.36,0.37,0.46,0.7,0.77,0.76,0.6,0.84,0.88,0.01,0.11,0,0.19,0.15,0.21,0.27,0.02,0.01,0.01,0.02,0.86,0.04,0.14,0.13,0.39,0.55,0.18,0.62,0.06,0.5,0.5,0.04,0.88,0.52,0.02,0.29,0.67,0.13,0.16,0.14,0.12,0.12,0.22,0.24,0.25,0.19,0.31,0.41,0.26,0.03,0,0.03,0.83,0.53,0.64,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.17,0.01,?,?,?,?,0,?,0.03 +48,?,?,Stephenvillecity,2,0.01,0.33,0.03,0.9,0.04,0.13,0.85,0.83,0.85,0.51,0,0,0.11,0.43,1,0.43,0.53,0.22,0.5,0.24,0.19,0.19,0.15,0.11,0.18,0.2,0.22,0.02,0.59,0.3,0.4,0.44,0.46,0.37,0.3,0.61,0.44,0.41,0.35,0.72,0.4,0.4,0.37,0.68,0.66,0.85,0.63,0.18,0.32,0,0.08,0,0.23,0.49,0.59,0.63,0.04,0.07,0.08,0.08,0.88,0.08,0.15,0.11,0.24,0.29,0.24,0.43,0.15,0.62,0,0.04,0.45,0.42,0.09,0.43,0.65,0.52,0.4,0.06,0.07,0.07,0.16,0.18,0.19,0.17,0.72,0.37,0.54,0,0,0.07,0.85,0.28,0.3,0.88,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.14,0,?,?,?,?,0,?,0.03 +25,1,16775,Dennistown,2,0.01,0.22,0.02,0.97,0.02,0.01,0.19,0.24,0.14,1,0.01,0.61,0.27,0.16,0.27,0.58,0.91,0.39,1,0.29,0.35,0.34,0.31,0.06,0.43,0.19,0.39,0.01,0.27,0.07,0.18,0.4,0.57,0.2,0.09,0.37,0.23,0.39,0.42,0.24,0.42,0.44,0.22,0.49,0.56,0.4,0.47,0.54,0.59,0.01,0.19,0,0.1,0.09,0.11,0.11,0.03,0.02,0.02,0.02,0.92,0.03,0.08,0.08,0.24,0.21,0.32,0.65,0.04,0.47,0.5,0.44,0,0.67,0.05,0.97,0.6,0.12,0,0.42,0.41,0.44,0.37,0.51,0.58,0.54,0.63,0.61,0.44,0,0,0.11,0.69,0.57,0.71,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.06,0.07,?,?,?,?,0,?,0.12 +42,69,20352,Dunmoreborough,2,0.01,0.4,0.01,0.99,0.02,0.01,0.39,0.42,0.33,0.8,0.02,1,0.24,0.35,0.18,0.55,0.82,0.26,0.65,0.27,0.27,0.26,0.21,0,0.05,0,0.44,0.01,0.28,0.33,0.45,0.29,0.22,0.38,0.37,0.6,0.45,0.45,0.28,0.46,0.21,0.25,0.42,0.7,0.72,0.72,0.6,0.38,0.55,0,0.06,0,0.08,0.17,0.14,0.12,0.01,0.02,0.01,0.01,0.91,0.04,0.21,0.19,0.36,0.45,0.2,0.65,0.03,0.41,0.5,0.01,0.82,0.58,0.22,0.63,0,0.06,0.17,0.14,0.14,0.15,0.16,0.19,0.22,0.19,0.17,0.27,0.61,0,0,0.04,0.97,0.9,0.92,0.9,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0.11,?,?,?,?,0,?,0.06 +8,?,?,Englewoodcity,2,0.03,0.21,0.02,0.91,0.09,0.15,0.26,0.46,0.25,0.52,0.05,1,0.23,0.55,0.14,0.46,0.47,0.26,0.48,0.24,0.29,0.28,0.29,0.15,0.21,0.31,0.33,0.03,0.28,0.19,0.33,0.3,0.28,0.58,0.3,0.36,0.37,0.34,0.84,0.44,0.81,0.86,0.31,0.45,0.5,0.65,0.44,0.71,0.74,0.01,0.18,0.01,0.43,0.49,0.51,0.5,0.11,0.11,0.11,0.1,0.89,0.08,0.13,0.1,0.23,0.29,0.21,0.43,0.11,0.68,0,0.09,0.54,0.4,0.07,0.36,0.38,0.26,0.2,0.16,0.14,0.13,0.27,0.3,0.35,0.29,0.46,0.54,0.35,0,0,0.11,0.46,0.42,0.46,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.38,0.25,?,?,?,?,0,?,0.32 +34,23,10750,Carteretborough,2,0.01,0.56,0.11,0.76,0.25,0.27,0.36,0.46,0.3,0.51,0.03,1,0.47,0.56,0.11,0.48,0.6,0.25,0.69,0.45,0.34,0.36,0.22,0.01,0.31,0.26,0.37,0.01,0.21,0.45,0.53,0.13,0.41,0.47,0.53,0.15,0.62,0.24,0.3,0.48,0.29,0.3,0.6,0.64,0.59,0.66,0.63,0.19,0.32,0.01,0.32,0.02,0.4,0.37,0.42,0.46,0.37,0.3,0.3,0.31,0.52,0.33,0.35,0.35,0.61,0.62,0.56,0.66,0.2,0.43,0.5,0.01,0.9,0.66,0.47,0.66,0.33,0.16,0.23,0.4,0.37,0.32,0.34,0.5,0.55,0.49,0.42,0.58,0.67,0,0,0.39,0.69,0.78,0.72,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.36,0.22,?,?,?,?,0,?,0.19 +48,?,?,LaMarquecity,2,0.01,0.45,0.61,0.45,0.03,0.19,0.41,0.4,0.24,0.48,0.02,1,0.27,0.49,0.18,0.35,0.56,0.34,0.56,0.27,0.25,0.3,0.23,0.09,0.49,0.34,0.36,0.02,0.4,0.33,0.46,0.18,0.66,0.38,0.37,0.53,0.41,0.33,0.65,0.25,0.63,0.67,0.48,0.48,0.46,0.65,0.48,0.5,0.59,0.01,0.23,0,0.26,0.42,0.48,0.5,0.05,0.07,0.08,0.07,0.85,0.07,0.27,0.27,0.5,0.43,0.61,0.65,0.21,0.48,0.5,0.03,0.53,0.69,0.51,0.8,0.42,0.52,0.47,0.07,0.06,0.06,0.21,0.23,0.24,0.26,0.47,0.26,0.42,0,0,0.08,0.77,0.68,0.86,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.08,0,?,?,?,?,0,?,0.14 +34,25,41310,LongBranchcity,2,0.03,0.35,0.38,0.6,0.09,0.25,0.31,0.47,0.28,0.5,0.05,1,0.31,0.52,0.24,0.42,0.53,0.43,0.37,0.31,0.38,0.44,0.25,0.42,0.32,0.25,0.25,0.04,0.38,0.37,0.49,0.31,0.56,0.48,0.21,0.48,0.36,0.42,0.57,0.6,0.64,0.63,0.49,0.33,0.33,0.47,0.15,0.49,0.51,0.03,0.52,0.02,0.48,0.54,0.5,0.51,0.36,0.35,0.3,0.28,0.63,0.35,0.37,0.29,0.37,0.47,0.34,0.32,0.25,0.72,0,0.11,0.34,0.3,0.2,0.7,0.31,0.3,0.29,0.36,0.37,0.38,0.49,0.51,0.56,0.51,0.6,0.82,1,0,0,0.31,0.57,0.59,0.77,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.46,0.34,?,?,?,?,0,?,0.51 +33,11,4500,Bedfordtown,2,0,0.69,0,0.98,0.07,0.01,0.47,0.34,0.23,0.26,0,0.17,0.86,0.75,0.31,0.81,0.27,0,0.42,0.8,0.71,0.69,0.57,0.12,0.64,1,0.87,0,0.04,0.16,0.15,0.7,0.2,0.7,0.35,0.48,0.1,0.77,0.16,0.29,0.12,0.14,0.62,0.97,0.98,0.96,0.94,0.74,0.74,0,0.01,0,0,0.1,0.14,0.12,0,0.03,0.03,0.03,0.79,0.01,0.2,0.24,0.72,0.71,0.38,0.97,0.01,0.09,0.5,0.01,0.87,0.96,0,0.64,0.77,0,0,0.49,0.52,0.54,0.52,0.77,0.91,0.81,0.48,0.57,0.33,0,0,0.12,0.46,0.69,0.72,0.58,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.03,0.02,?,?,?,?,0,?,0.01 +48,?,?,Greenvillecity,2,0.02,0.43,0.39,0.64,0.03,0.12,0.39,0.45,0.28,0.51,0,0,0.22,0.46,0.65,0.41,0.55,0.35,0.41,0.25,0.24,0.29,0.17,0.32,0.38,0.16,0.3,0.03,0.44,0.4,0.54,0.29,0.39,0.45,0.79,0.31,0.57,0.39,0.58,0.29,0.54,0.58,0.51,0.57,0.53,0.64,0.5,0.43,0.58,0.01,0.22,0,0.49,0.65,0.67,0.64,0.1,0.12,0.11,0.1,0.9,0.08,0.31,0.29,0.45,0.44,0.47,0.47,0.23,0.54,0.5,0.07,0.4,0.48,0.4,0.57,0.52,0.67,0.55,0.05,0.07,0.09,0.24,0.24,0.26,0.26,0.43,0.26,0.61,0,0,0.09,0.78,0.52,0.67,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.08,0.02,?,?,?,?,0,?,0.59 +25,5,77570,Westporttown,2,0.01,0.52,0,0.99,0.03,0.01,0.46,0.45,0.34,0.46,0.01,0.39,0.42,0.53,0.79,0.58,0.58,0.31,0.49,0.42,0.36,0.34,0,0,0,0,0.16,0,0.1,0.53,0.54,0.29,0.48,0.53,0.46,0.32,0.44,0.42,0.35,0.38,0.25,0.3,0.54,0.84,0.81,0.98,0.9,0.73,0.81,0,0.08,0,0,0,0,0.04,0,0,0,0.01,0.77,0.15,0.24,0.25,0.57,0.61,0.31,0.84,0.07,0.34,0.5,0.05,0.32,0.79,0.3,1,0.48,0.02,0.37,0.36,0.37,0.39,0.35,0.41,0.45,0.4,0.3,0.38,0.67,0,0,0.16,0.86,0.94,0.96,0.9,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.14,0.02,0.03,?,?,?,?,0,?,0.09 +34,9,41610,Lowertownship,2,0.02,0.35,0.02,0.97,0.04,0.02,0.29,0.33,0.2,0.76,0,0,0.25,0.36,0.14,0.48,0.79,0.29,0.84,0.26,0.26,0.25,0.24,0.12,0.27,0.4,0.39,0.02,0.22,0.35,0.61,0.13,0.5,0.31,0.12,0.39,0.38,0.25,0.38,0.24,0.34,0.37,0.36,0.66,0.67,0.69,0.55,0.43,0.57,0.01,0.19,0,0.06,0.16,0.13,0.14,0.01,0.02,0.01,0.01,0.92,0.04,0.2,0.19,0.38,0.33,0.52,0.78,0.09,0.51,0.5,0.23,0,0.81,0.02,0.79,0.56,0.14,0,0.18,0.17,0.17,0.42,0.42,0.44,0.47,0.84,0.58,0.92,0,0,0.05,0.4,0.64,0.66,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.06,0.09,?,?,?,?,0,?,0.1 +51,830,86160,Williamsburgcity,2,0,0.79,0.3,0.72,0.18,0.02,1,1,1,0.36,0.02,1,0.23,0.5,0.26,0.66,0.47,0.27,0.6,0.34,0.23,0.25,0.22,0.11,0.11,0.05,0.47,0.01,0.51,0.24,0.26,0.7,0.28,0.18,0.05,1,0.14,0.66,0.21,1,0.21,0.22,0.19,0.35,0.36,0.71,0.21,0.44,0.63,0.01,0.53,0,0.76,0.66,0.62,0.58,0.26,0.2,0.17,0.14,0.89,0.03,0.13,0.08,0.18,0.2,0.24,0.17,0.07,0.69,0,0.02,0.48,0.2,0.05,0.62,0.65,0.27,0.26,0.25,0.28,0.39,0.38,0.37,0.41,0.37,0.6,0.39,0.28,0,0,0.14,0.32,0.07,0,0.15,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.11,0.06,?,?,?,?,0,?,0.09 +42,41,78736,UpperAllentownship,2,0.01,0.62,0.01,0.97,0.09,0.01,0.82,0.68,0.69,0.36,0.02,0.89,0.53,0.67,0.19,0.8,0.42,0.03,0.56,0.54,0.43,0.42,0.24,0.03,0.23,0.31,0.22,0,0.03,0.15,0.16,0.53,0.16,0.59,0.15,0.67,0.23,0.59,0.21,0.5,0.19,0.2,0.4,0.88,0.89,0.93,0.79,0.5,0.67,0,0.03,0,0.38,0.41,0.5,0.42,0.09,0.08,0.09,0.07,0.92,0.03,0.09,0.1,0.41,0.47,0.21,0.78,0.01,0.34,0.5,0,0.95,0.73,0,0.4,0.75,0,0.1,0.23,0.21,0.2,0.31,0.38,0.41,0.38,0.23,0.34,0.17,0,0,0.09,0.67,0.47,0.4,0.46,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.08,0.03,?,?,?,?,0,?,0.03 +42,77,2000,Allentowncity,2,0.15,0.34,0.1,0.79,0.08,0.22,0.36,0.49,0.33,0.55,0.17,1,0.24,0.42,0.12,0.49,0.61,0.41,0.62,0.27,0.26,0.28,0.22,0.11,0.18,0.18,0.21,0.12,0.33,0.4,0.53,0.23,0.38,0.44,0.51,0.41,0.55,0.3,0.56,0.52,0.53,0.57,0.4,0.44,0.45,0.46,0.46,0.41,0.5,0.11,0.49,0.04,0.43,0.47,0.48,0.52,0.18,0.17,0.16,0.15,0.71,0.24,0.23,0.19,0.32,0.4,0.26,0.51,0.14,0.51,0.5,0.15,0.76,0.47,0.26,0.39,0.13,0.21,0.32,0.15,0.15,0.15,0.27,0.31,0.33,0.3,0.53,0.49,0.47,0.06,0.03,0.17,0.76,0.59,0.7,0.68,0.03,0.16,0.96,0.21,0.04,0.17,0.34,0.16,0.98,0.76,0.15,0.24,0,0.27,0.05,0.36,0.2,0.05,0.5,0.19,0.04,0.02,0.86,0,0.72,0.08,0.28 +39,155,43344,Libertytownship,2,0.02,0.35,0.08,0.92,0.06,0.02,0.33,0.37,0.24,0.6,0.04,0.93,0.26,0.37,0.03,0.52,0.68,0.27,0.72,0.29,0.34,0.31,0.32,0.18,1,0.14,0.42,0.02,0.27,0.25,0.4,0.27,0.45,0.33,0.47,0.55,0.45,0.4,0.39,0.33,0.41,0.42,0.4,0.7,0.72,0.76,0.59,0.27,0.16,0.01,0.09,0.01,0.39,0.3,0.27,0.25,0.1,0.07,0.06,0.05,0.86,0.03,0.17,0.16,0.39,0.46,0.23,0.71,0.05,0.4,0.5,0.02,0.82,0.66,0.11,0.43,0.42,0.17,0.21,0.09,0.09,0.11,0.2,0.2,0.2,0.21,0.35,0.21,0.47,0,0,0.11,0.79,0.84,0.81,0.88,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.09,0.05,?,?,?,?,0,?,0.1 +34,23,65790,Sayrevilleborough,2,0.04,0.48,0.06,0.9,0.18,0.07,0.31,0.48,0.28,0.41,0.06,1,0.57,0.66,0.17,0.57,0.46,0.13,0.62,0.57,0.45,0.44,0.46,0.1,0.36,0.64,0.6,0.01,0.07,0.3,0.37,0.26,0.21,0.63,0.45,0.25,0.45,0.37,0.27,0.42,0.27,0.28,0.51,0.81,0.8,0.86,0.73,0.38,0.44,0.01,0.13,0.02,0.18,0.23,0.31,0.34,0.1,0.11,0.14,0.14,0.75,0.08,0.17,0.18,0.53,0.6,0.33,0.72,0.05,0.48,0.5,0.03,0.84,0.66,0.2,0.23,0.52,0.03,0,0.42,0.39,0.37,0.6,0.56,0.59,0.58,0.28,0.52,0.57,0,0,0.23,0.68,0.74,0.7,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.18,0.5,?,?,?,?,0,?,0.12 +6,?,?,LongBeachcity,2,0.67,0.46,0.27,0.36,0.83,0.44,0.41,0.6,0.4,0.33,0.68,1,0.33,0.55,0.17,0.38,0.35,0.55,0.39,0.33,0.36,0.5,0.27,0.22,0.22,0.21,0.28,0.64,0.44,0.39,0.42,0.37,0.41,0.53,0.46,0.39,0.38,0.45,0.62,0.69,0.68,0.67,0.65,0.42,0.43,0.47,0.43,0.28,0.22,0.47,0.6,0.7,0.47,0.55,0.65,0.74,0.8,0.82,0.88,0.92,0.43,0.63,0.68,0.5,0.46,0.4,0.54,0.2,0.76,0.85,0,0.61,0.74,0.26,0.26,0.18,0.33,0.26,0.42,0.55,0.59,0.62,0.51,0.52,0.63,0.51,0.7,0.7,0.18,0.23,0.15,0.72,0.37,0.35,0.63,0.55,0.13,0.13,0.86,0.17,0.31,0.27,0.65,0.13,0.46,0.72,0.13,0.27,0.26,0.29,0.1,0.5,0.72,0.14,0.72,0.35,0.2,0.28,0.84,0.5,0.43,0.26,0.67 +34,27,47670,Montvilletownship,2,0.01,0.72,0.02,0.86,0.5,0.03,0.46,0.42,0.31,0.27,0.02,0.9,1,0.86,0.56,0.8,0.36,0.09,0.46,0.95,0.85,0.84,0.43,0,0.61,0.31,0.6,0,0,0.14,0.18,0.62,0.26,0.65,0.41,0.38,0.23,0.71,0.15,0.38,0.14,0.15,0.67,0.95,0.94,0.98,0.88,0.25,0.34,0,0,0.01,0.3,0.3,0.32,0.28,0.22,0.19,0.19,0.15,0.73,0.1,0.27,0.32,0.77,0.75,0.58,0.94,0.04,0.13,0.5,0.01,0.83,0.93,0.06,0.61,0.58,0.02,0.13,0.71,0.76,0.82,0.74,0.81,1,1,0.35,0.5,0.37,0,0,0.31,0.57,0.84,0.71,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.07,0.2,?,?,?,?,0,?,0.02 +6,?,?,Fillmorecity,2,0,0.9,0,0.63,0.05,1,0.54,0.56,0.37,0.35,0,0,0.36,0.56,0.37,0.33,0.49,0.6,0.43,0.33,0.19,0.2,0,0.17,0.26,0.26,0.28,0.01,0.34,0.88,0.77,0.12,0.41,0.5,0.3,0.19,0.67,0.17,0.33,0.44,0.35,0.35,0.97,0.72,0.66,0.78,0.79,0.5,0.51,0,0.18,0.02,0.33,0.39,0.43,0.44,0.59,0.6,0.6,0.56,0.14,1,1,1,0.94,0.79,1,0.47,1,0.57,0,0,0.88,0.54,0.06,0.24,0.6,0.25,0.46,0.51,0.49,0.47,0.46,0.53,0.66,0.56,0.8,0.71,0.15,0,0,0.74,0.54,0.53,0.76,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.38,0.02,?,?,?,?,0,?,0.29 +53,?,?,Vancouvercity,2,0.06,0.26,0.04,0.89,0.19,0.05,0.34,0.49,0.33,0.52,0.07,1,0.16,0.39,0.17,0.39,0.52,0.53,0.52,0.19,0.25,0.25,0.19,0.18,0.18,0.19,0.26,0.07,0.45,0.25,0.33,0.23,0.49,0.36,0.43,0.32,0.58,0.32,0.95,0.44,0.93,0.97,0.31,0.32,0.37,0.41,0.42,0.34,0.35,0.03,0.3,0.01,0.27,0.37,0.44,0.44,0.09,0.11,0.12,0.11,0.89,0.08,0.16,0.12,0.24,0.27,0.28,0.28,0.16,0.71,0,0.05,0.85,0.29,0.16,0.19,0.46,0.29,0.24,0.11,0.1,0.11,0.26,0.26,0.25,0.25,0.54,0.25,0.22,0.11,0.05,0.14,0.28,0.35,0.54,0.4,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.27,0.24,?,?,?,?,0,?,0.36 +39,?,?,Delawarecity,2,0.02,0.52,0.09,0.91,0.05,0.01,0.69,0.65,0.57,0.32,0,0,0.29,0.63,0.22,0.48,0.42,0.28,0.43,0.31,0.24,0.23,0.25,0.34,0.11,0.29,0.31,0.02,0.25,0.22,0.34,0.32,0.23,0.53,0.55,0.53,0.55,0.36,0.54,0.51,0.53,0.56,0.44,0.63,0.66,0.69,0.58,0.67,0.68,0.01,0.17,0,0.67,0.64,0.52,0.46,0.09,0.08,0.06,0.05,0.96,0.01,0.14,0.14,0.41,0.49,0.35,0.48,0.07,0.51,0.5,0.03,0.73,0.45,0.07,0.32,0.54,0.43,0.14,0.13,0.12,0.13,0.24,0.26,0.27,0.29,0.35,0.27,0.31,0,0,0.05,0.75,0.39,0.51,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.16,0.02,?,?,?,?,0,?,0.11 +1,?,?,FortPaynecity,2,0,0.35,0.09,0.91,0.02,0.01,0.4,0.43,0.27,0.52,0,0,0.15,0.4,0.41,0.23,0.61,0.35,0.35,0.18,0.2,0.19,0.16,0.15,0.23,0.11,0.13,0.01,0.37,0.62,0.72,0.16,0.19,0.47,1,0.15,1,0.22,0.58,0.18,0.59,0.61,0.37,0.64,0.66,0.75,0.63,0.69,0.77,0,0.13,0,0.24,1,0.99,0.84,0.01,0.04,0.03,0.02,0.99,0.02,0.1,0.11,0.37,0.37,0.37,0.64,0.09,0.45,0.5,0.02,0.64,0.64,0.07,0.59,0.58,0.64,0.39,0.06,0.06,0.08,0.03,0.08,0.1,0.12,0.34,0.3,0.44,0,0,0.01,0.78,0.62,0.83,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.16,0.02,0.01,?,?,?,?,0,?,0.03 +1,?,?,Northportcity,2,0.01,0.44,0.44,0.64,0.05,0,0.47,0.51,0.35,0.38,0.03,1,0.26,0.5,0.37,0.38,0.46,0.41,0.52,0.3,0.26,0.31,0.16,0.25,0.18,0.69,0.72,0.03,0.45,0.36,0.46,0.37,0.37,0.44,0.28,0.81,0.35,0.49,0.39,0.38,0.51,0.49,0.49,0.54,0.55,0.48,0.47,0.52,0.56,0.02,0.45,0,0.3,0.55,0.45,0.67,0.02,0.04,0.03,0.04,0.96,0.02,0.21,0.2,0.45,0.49,0.4,0.53,0.12,0.42,0.5,0.01,0.86,0.52,0.08,0.62,0.71,0.23,0.28,0.13,0.13,0.12,0.05,0.19,0.23,0.22,0.46,0.23,0.39,0,0,0.03,0.81,0.53,0.7,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.14,0,?,?,?,?,0,?,0.35 +13,?,?,Daltoncity,2,0.02,0.35,0.21,0.75,0.06,0.12,0.45,0.55,0.4,0.42,0,0,0.21,0.59,0.13,0.33,0.46,0.32,0.24,0.25,0.35,0.36,0.25,0.11,1,0.21,0.28,0.03,0.39,0.71,0.67,0.31,0.35,0.56,1,0.21,0.81,0.36,0.77,0.41,0.76,0.79,0.41,0.47,0.48,0.58,0.59,0.65,0.68,0.01,0.16,0.01,0.71,0.88,0.84,0.85,0.27,0.29,0.25,0.23,0.87,0.2,0.22,0.19,0.36,0.35,0.41,0.3,0.2,0.64,0,0.04,0.65,0.32,0.1,0.28,0.65,0.86,0.28,0.1,0.12,0.2,0.17,0.21,0.22,0.2,0.26,0.16,0.33,0.03,0,0.16,0.63,0.41,0.58,0.5,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.1,0.01,?,?,?,?,0,?,0.25 +40,?,?,Bethanycity,2,0.02,0.42,0.04,0.89,0.09,0.04,0.49,0.5,0.39,0.39,0.03,1,0.26,0.61,0.32,0.46,0.43,0.17,0.55,0.28,0.25,0.24,0.3,0.12,0.27,0.18,0.21,0.01,0.22,0.17,0.35,0.31,0.38,0.55,0.23,0.51,0.34,0.39,0.5,0.34,0.64,0.61,0.35,0.59,0.62,0.73,0.58,0.6,0.64,0,0.09,0,0.37,0.43,0.39,0.4,0.07,0.07,0.06,0.06,0.93,0.04,0.11,0.11,0.37,0.36,0.4,0.57,0.1,0.51,0.5,0.06,0.44,0.58,0.15,0.29,0.52,0.24,0.05,0.09,0.08,0.08,0.19,0.19,0.21,0.22,0.37,0.28,0.21,0,0,0.08,0.59,0.58,0.73,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.32,0.01,?,?,?,?,0,?,0.06 +6,?,?,BeverlyHillscity,2,0.04,0.2,0.03,0.87,0.33,0.1,0.3,0.35,0.22,0.67,0.05,1,0.7,0.44,0.19,0.67,0.5,0.15,0.21,1,1,1,0.79,0.23,0.91,0.86,1,0.02,0.16,0.12,0.16,0.77,0.19,0.48,0.16,0.55,0,0.92,0.41,0.48,0.64,0.58,0.31,0.65,0.74,0.83,0.69,0.26,0.17,0.01,0.08,0.07,0.32,0.39,0.45,0.5,0.78,0.83,0.88,0.9,0.38,0.31,0.19,0.13,0.23,0.48,0.1,0.41,0.15,0.68,0,0.06,0.71,0.3,0.11,0.38,0.21,0.02,0.11,1,1,1,0.85,0.95,1,0.91,0.67,0.63,0.39,0,0.01,1,0.2,0.56,0.73,0.58,0.01,0.38,0.97,0.48,0.03,0.43,0.4,0.38,0.95,0.79,0.06,0.19,0.74,0.22,0.02,0,0.19,0.01,0.47,0.24,0.05,0.05,0.91,0,0.49,0.69,0.45 +48,?,?,Baytowncity,2,0.09,0.54,0.23,0.59,0.04,0.43,0.51,0.56,0.37,0.3,0.1,1,0.31,0.61,0.19,0.37,0.37,0.29,0.38,0.3,0.27,0.32,0.2,0.13,0.78,0.2,0.24,0.09,0.42,0.44,0.5,0.22,0.51,0.45,0.47,0.3,0.48,0.27,0.59,0.35,0.59,0.61,0.62,0.6,0.58,0.63,0.57,0.2,0.2,0.03,0.22,0.04,0.29,0.33,0.4,0.47,0.2,0.2,0.22,0.24,0.63,0.3,0.44,0.41,0.58,0.59,0.58,0.46,0.42,0.56,0,0.14,0.57,0.47,0.65,0.52,0.6,0.6,0.43,0.07,0.07,0.08,0.21,0.23,0.24,0.24,0.29,0.22,0.33,0.01,0.05,0.29,0.66,0.48,0.7,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.17,0.01,?,?,?,?,0,?,0.23 +39,119,88084,Zanesvillecity,2,0.03,0.35,0.21,0.83,0.01,0.01,0.39,0.45,0.3,0.54,0,0,0.1,0.26,0.14,0.3,0.69,0.81,0.6,0.12,0.15,0.15,0.19,0.17,0.21,0.19,0.3,0.06,0.69,0.38,0.67,0.13,0.91,0.22,0.61,0.44,0.79,0.27,0.74,0.35,0.74,0.78,0.45,0.32,0.38,0.26,0.49,0.46,0.4,0.02,0.32,0,0.29,0.21,0.17,0.3,0.02,0.01,0.01,0.01,0.97,0.02,0.28,0.23,0.36,0.35,0.4,0.45,0.1,0.63,0,0.05,0.67,0.46,0.32,0.74,0.04,0.67,0.39,0.03,0.02,0.03,0.08,0.13,0.13,0.12,0.63,0.18,0.37,0,0,0.02,0.95,0.57,0.87,0.89,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.21,0.07,?,?,?,?,0,?,0.32 +34,5,49020,MountLaureltownship,2,0.03,0.39,0.12,0.86,0.16,0.03,0.28,0.44,0.21,0.31,0.04,0.93,0.65,0.8,0.18,0.69,0.27,0.05,0.39,0.64,0.62,0.6,0.55,0.44,0.79,0.26,0.58,0,0.04,0.09,0.15,0.6,0.1,0.74,0.31,0.43,0.15,0.69,0.35,0.33,0.4,0.39,0.42,0.83,0.84,0.93,0.67,0.43,0.54,0,0.05,0.01,0.21,0.18,0.26,0.29,0.07,0.05,0.07,0.07,0.89,0.03,0.14,0.14,0.42,0.43,0.27,0.83,0.03,0.51,0.5,0.04,0.77,0.81,0.07,0.24,0.92,0.02,0.11,0.36,0.37,0.37,0.73,0.65,0.66,0.7,0.38,0.53,0.47,0,0,0.14,0.36,0.43,0.46,0.5,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.12,0.2,?,?,?,?,0,?,0.04 +25,17,5070,Belmonttown,2,0.02,0.39,0.02,0.94,0.2,0.02,0.24,0.4,0.22,0.58,0.04,1,0.69,0.57,0.13,0.83,0.56,0.11,0.58,0.69,0.75,0.73,0.56,0.35,0.46,0.52,0.58,0.01,0.08,0.1,0.12,0.9,0.2,0.54,0.25,0.93,0.07,0.95,0.17,0.53,0.23,0.22,0.43,0.82,0.84,0.93,0.75,0.31,0.38,0,0.03,0.02,0.5,0.44,0.47,0.45,0.43,0.34,0.32,0.28,0.72,0.12,0.18,0.16,0.41,0.5,0.3,0.56,0.03,0.44,0.5,0.01,0.91,0.51,0.08,0.39,0,0.02,0.07,0.84,0.85,0.86,0.77,0.81,0.93,0.83,0.38,0.41,0.47,0,0,0.36,0.62,0.76,0.72,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.44,0.74,?,?,?,?,0,?,0.02 +29,?,?,Arnoldcity,2,0.01,0.53,0,0.99,0.02,0.01,0.45,0.52,0.33,0.25,0.03,1,0.37,0.71,0.28,0.42,0.36,0.12,0.41,0.33,0.26,0.24,0.16,0.15,0.45,0.22,0.33,0.01,0.13,0.45,0.49,0.13,0.34,0.63,0.44,0.29,0.5,0.26,0.48,0.31,0.51,0.51,0.52,0.69,0.69,0.76,0.62,0.65,0.67,0,0.06,0,0.15,0.11,0.09,0.08,0.01,0,0,0,0.98,0.02,0.21,0.23,0.58,0.56,0.55,0.76,0.11,0.39,0.5,0.02,0.83,0.76,0.02,0.35,0.6,0.15,0.2,0.14,0.12,0.1,0.31,0.3,0.3,0.34,0.42,0.21,0.25,0,0,0.01,0.84,0.66,0.59,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.14,0.04,?,?,?,?,0,?,0.16 +34,7,26760,Gloucestertownship,2,0.07,0.57,0.12,0.87,0.12,0.03,0.42,0.5,0.29,0.25,0.08,0.98,0.49,0.78,0.19,0.48,0.31,0.16,0.39,0.47,0.35,0.34,0.39,0.23,0.38,0.47,0.41,0.02,0.07,0.19,0.31,0.29,0.3,0.65,0.3,0.39,0.32,0.42,0.4,0.4,0.44,0.43,0.63,0.75,0.76,0.83,0.73,0.49,0.49,0.02,0.19,0.01,0.25,0.28,0.32,0.38,0.06,0.06,0.06,0.06,0.91,0.04,0.28,0.28,0.61,0.71,0.28,0.78,0.08,0.36,0.5,0.07,0.73,0.71,0.41,0.83,0.69,0.07,0.15,0.24,0.23,0.23,0.47,0.43,0.44,0.44,0.38,0.59,0.63,0.04,0,0.09,0.43,0.63,0.71,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.19,0.36,?,?,?,?,0,?,0.12 +34,17,3580,Bayonnecity,2,0.08,0.32,0.09,0.86,0.11,0.17,0.3,0.41,0.25,0.65,0.1,1,0.34,0.41,0.12,0.53,0.68,0.26,0.7,0.4,0.38,0.38,0.21,0.39,0.31,0.33,0.41,0.05,0.22,0.39,0.52,0.25,0.35,0.43,0.35,0.3,0.43,0.38,0.36,0.53,0.36,0.38,0.44,0.58,0.62,0.74,0.5,0.24,0.41,0.03,0.2,0.05,0.26,0.32,0.37,0.4,0.22,0.23,0.25,0.25,0.63,0.24,0.21,0.18,0.36,0.47,0.34,0.27,0.14,0.67,0,0.06,0.84,0.25,0.29,0.57,0.02,0.16,0.25,0.4,0.43,0.42,0.29,0.35,0.45,0.35,0.26,0.49,0.61,0,0.01,0.36,0.75,0.83,0.9,0.81,0.02,0.26,0.97,0.32,0.03,0.2,0.25,0.26,0.88,0.93,0.05,0.06,0,0.05,0.03,0.57,0.12,0.01,0.91,0.96,0.04,0.03,0.79,0,0.49,0.23,0.2 +39,151,12000,Cantoncity,2,0.12,0.37,0.35,0.71,0.02,0.02,0.4,0.46,0.3,0.53,0.13,1,0.14,0.32,0.1,0.33,0.6,0.72,0.63,0.17,0.17,0.18,0.19,0.09,0.28,0.21,0.49,0.16,0.58,0.36,0.58,0.14,0.77,0.25,0.59,0.36,0.66,0.25,0.71,0.44,0.72,0.75,0.46,0.35,0.38,0.33,0.39,0.33,0.27,0.09,0.42,0.01,0.17,0.15,0.16,0.17,0.03,0.02,0.02,0.02,0.91,0.05,0.28,0.23,0.37,0.4,0.36,0.49,0.07,0.5,0.5,0.16,0.66,0.48,0.31,0.54,0.08,0.42,0.24,0.04,0.03,0.04,0.1,0.14,0.14,0.13,0.51,0.18,0.32,0.02,0,0.06,0.82,0.64,0.89,0.86,0.02,0.18,0.97,0.21,0.03,0.14,0.25,0.18,0.95,0.72,0.42,0.02,0,0.3,0.05,0.5,0.14,0.06,0.35,0.14,0.07,0.02,0.66,0,0.93,0.12,0.51 +34,35,53280,NorthPlainfieldborough,2,0.01,0.39,0.1,0.79,0.2,0.22,0.28,0.47,0.23,0.41,0.03,1,0.5,0.71,0.24,0.64,0.39,0.13,0.41,0.54,0.48,0.48,0.44,0.24,0.4,0.32,0.4,0.01,0.08,0.26,0.27,0.45,0.19,0.7,0.45,0.43,0.34,0.49,0.4,0.47,0.41,0.42,0.47,0.73,0.76,0.87,0.63,0.55,0.59,0.01,0.17,0.02,0.24,0.31,0.48,0.52,0.24,0.28,0.39,0.38,0.63,0.24,0.26,0.23,0.42,0.52,0.32,0.54,0.18,0.57,0,0.02,0.78,0.5,0.02,0.53,0.25,0.1,0.13,0.46,0.41,0.36,0.64,0.6,0.64,0.6,0.45,0.62,0.86,0.01,0,0.43,0.6,0.61,0.45,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.56,0.28,?,?,?,?,0,?,0.18 +36,63,51055,NiagaraFallscity,2,0.08,0.3,0.3,0.73,0.01,0.02,0.35,0.41,0.28,0.65,0.1,1,0.15,0.27,0.09,0.39,0.73,0.62,0.73,0.19,0.2,0.21,0.2,0.1,0.27,0.31,0.36,0.1,0.49,0.4,0.56,0.14,0.74,0.27,0.52,0.45,0.58,0.23,0.59,0.48,0.54,0.58,0.41,0.31,0.38,0.31,0.42,0.34,0.4,0.08,0.5,0.03,0.11,0.11,0.11,0.12,0.05,0.04,0.04,0.04,0.86,0.06,0.2,0.16,0.32,0.4,0.26,0.5,0.07,0.52,0.5,0.14,0.62,0.46,0.87,0.7,0.06,0.42,0.14,0.07,0.06,0.05,0.16,0.17,0.17,0.17,0.75,0.24,0.68,0.1,0,0.19,0.8,0.74,0.92,0.9,0.02,0.25,0.97,0.27,0.03,0.22,0.3,0.25,0.7,0.94,0.08,0.02,0,0.07,0.04,0.5,0.39,0.04,0.37,0.17,0.04,0.02,0.62,0,0.66,0.16,0.3 +37,?,?,Monroecity,2,0.01,0.47,0.78,0.36,0.03,0.02,0.47,0.55,0.37,0.4,0,0,0.19,0.56,0.14,0.26,0.51,0.46,0.26,0.21,0.2,0.3,0.17,0.08,0.23,0.27,0.34,0.02,0.44,0.5,0.61,0.22,0.37,0.54,0.73,0.27,0.81,0.28,0.59,0.48,0.61,0.63,0.55,0.27,0.22,0.31,0.32,0.63,0.69,0.03,0.91,0,0.31,0.23,0.41,0.45,0.01,0.01,0.01,0.01,0.97,0.03,0.39,0.36,0.5,0.43,0.58,0.3,0.28,0.48,0.5,0.02,0.75,0.35,0.3,0.39,0.6,0.86,0.22,0.1,0.11,0.13,0.2,0.24,0.24,0.28,0.51,0.28,0.47,0.01,0,0.01,0.79,0.48,0.68,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.1,0.01,?,?,?,?,0,?,0.37 +6,?,?,Sangercity,2,0.01,0.87,0,0.2,0.15,1,0.55,0.58,0.39,0.31,0,0,0.21,0.54,0.6,0.23,0.49,0.9,0.32,0.18,0.11,0.18,0.13,0.16,0.34,0.18,0.23,0.03,0.56,1,0.91,0.09,1,0.36,0.41,0.2,0.77,0.17,0.33,0.5,0.48,0.43,0.93,0.55,0.5,0.46,0.64,0.48,0.51,0.02,0.46,0.03,0.32,0.47,0.49,0.57,0.54,0.68,0.65,0.69,0,1,0.93,0.97,0.94,0.81,1,0.39,1,0.57,0,0,0.96,0.46,0.4,0.48,0.58,0.4,0.59,0.15,0.13,0.12,0.22,0.25,0.25,0.26,0.59,0.61,0.29,0,0,0.7,0.57,0.59,0.87,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.31,0,?,?,?,?,0,?,0.31 +39,35,9246,Brooklyncity,2,0,0.24,0.02,0.96,0.06,0.03,0.27,0.37,0.24,0.81,0.02,1,0.25,0.35,0.04,0.59,0.75,0.15,0.86,0.3,0.3,0.28,0.26,0,0.42,0.42,0.46,0.01,0.13,0.27,0.51,0.11,0.21,0.35,0.64,0.27,0.59,0.21,0.41,0.36,0.36,0.4,0.31,0.68,0.73,0.87,0.74,0.39,0.45,0,0.08,0.01,0.06,0.09,0.12,0.18,0.04,0.05,0.06,0.08,0.77,0.08,0.12,0.11,0.27,0.38,0.11,0.66,0.05,0.5,0.5,0,0.97,0.58,0,0.15,0.38,0.04,0.06,0.17,0.14,0.12,0.3,0.28,0.26,0.23,0.29,0.16,0.4,0,0,0.25,0.77,0.86,0.97,0.92,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.23,0.23,?,?,?,?,0,?,0.04 +6,?,?,Ukiahcity,2,0.01,0.4,0.02,0.82,0.11,0.22,0.39,0.42,0.25,0.48,0,0,0.21,0.34,0.28,0.4,0.56,0.86,0.52,0.23,0.22,0.23,0.18,0.11,0.27,0.16,0.19,0.02,0.35,0.26,0.4,0.21,0.46,0.38,0.37,0.53,0.56,0.35,0.76,0.36,0.91,0.88,0.43,0.38,0.41,0.42,0.44,0.32,0.44,0.01,0.2,0.01,0.69,0.79,0.75,0.69,0.31,0.31,0.27,0.23,0.81,0.2,0.32,0.27,0.39,0.37,0.45,0.36,0.31,0.67,0,0.01,0.92,0.38,0.19,0.27,0.58,0.35,0.04,0.25,0.26,0.26,0.31,0.36,0.4,0.38,0.66,0.57,0.22,0.06,0.01,0.19,0.66,0.3,0.57,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.26,0.02,?,?,?,?,0,?,0.18 +21,?,?,Georgetowncity,2,0,0.48,0.18,0.85,0.04,0,0.66,0.65,0.54,0.4,0,0,0.18,0.51,0.77,0.32,0.49,0.49,0.3,0.22,0.19,0.19,0.2,0.15,0.38,0.13,0.32,0.02,0.45,0.54,0.56,0.21,0.24,0.5,0.52,0.41,0.56,0.25,0.45,0.43,0.6,0.56,0.4,0.5,0.53,0.62,0.33,0.54,0.55,0,0.21,0,0.74,0.54,0.44,0.63,0.04,0.02,0.02,0.02,0.96,0.02,0.11,0.11,0.4,0.43,0.39,0.45,0.09,0.51,0.5,0.02,0.72,0.44,0.45,0.43,0.6,0.72,0.29,0.12,0.11,0.11,0.14,0.2,0.21,0.18,0.41,0.28,0.22,0,0,0.02,0.83,0.41,0.5,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.21,0.01,?,?,?,?,0,?,0.48 +40,?,?,Duncancity,2,0.02,0.32,0.08,0.84,0.03,0.06,0.37,0.35,0.2,0.67,0,0,0.19,0.25,0.43,0.45,0.68,0.35,0.52,0.22,0.23,0.24,0.14,0.14,0.14,0.11,0.14,0.04,0.49,0.4,0.47,0.28,0.46,0.26,0.27,0.39,0.39,0.42,0.47,0.15,0.5,0.51,0.35,0.67,0.67,0.69,0.72,0.31,0.35,0,0.09,0,0.47,0.46,0.39,0.47,0.08,0.07,0.05,0.06,0.94,0.07,0.12,0.12,0.33,0.3,0.42,0.62,0.09,0.48,0.5,0.07,0.42,0.64,0.17,0.83,0.42,0.55,0.3,0.03,0.04,0.07,0.07,0.12,0.13,0.14,0.45,0.19,0.42,0,0,0.07,0.69,0.59,0.72,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.07,0.01,?,?,?,?,0,?,0.09 +23,31,4860,Biddefordcity,2,0.02,0.41,0.01,0.98,0.05,0.01,0.45,0.56,0.4,0.49,0,0,0.28,0.52,0.26,0.43,0.53,0.43,0.48,0.3,0.25,0.23,0.26,0.17,0.16,0.1,0.39,0.02,0.3,0.66,0.58,0.15,0.39,0.52,0.69,0.34,0.66,0.22,0.43,0.45,0.44,0.45,0.4,0.55,0.59,0.5,0.59,0.65,0.71,0.01,0.2,0.01,0.17,0.22,0.23,0.21,0.06,0.06,0.06,0.05,0.38,0.09,0.12,0.12,0.4,0.49,0.35,0.39,0.07,0.55,0,0.06,0.49,0.36,0.17,0.79,0.06,0.3,0.26,0.25,0.25,0.26,0.31,0.34,0.36,0.33,0.46,0.66,0.29,0,0,0.14,0.81,0.62,0.77,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.06,0.07,?,?,?,?,0,?,0.07 +48,?,?,Killeencity,2,0.09,0.48,0.59,0.36,0.35,0.26,0.56,0.83,0.61,0.08,0.1,1,0.18,0.82,0.11,0.24,0.12,0.2,0.47,0.15,0.15,0.19,0.21,0.16,0.14,0.22,0.26,0.08,0.38,0.17,0.23,0.22,0.64,0.59,0.1,0.44,0.33,0.31,0.49,0.23,0.53,0.53,0.51,0.66,0.63,0.72,0.62,0.44,0.39,0.03,0.32,0.04,0.34,0.38,0.46,0.46,0.2,0.2,0.22,0.2,0.69,0.1,0.23,0.23,0.53,0.62,0.5,0.27,0.37,0.6,0,0.17,0.49,0.27,0.13,0.34,0.77,0.6,0.1,0.11,0.1,0.08,0.22,0.23,0.26,0.24,0.44,0.61,0.37,0.01,0.01,0.25,0.25,0.17,0.1,0,0.01,0.11,0.98,0.14,0.01,0.08,0.2,0.11,0.32,0.83,0.04,0.16,0.49,0.19,0.08,0.36,0.26,0.08,0.19,0.01,0.05,0.01,0.71,0,1,0.08,0.27 +6,?,?,Antiochcity,2,0.08,0.57,0.05,0.78,0.3,0.29,0.41,0.49,0.28,0.22,0.1,1,0.48,0.69,0.29,0.41,0.28,0.43,0.44,0.46,0.34,0.34,0.32,0.22,0.33,0.32,0.39,0.05,0.23,0.19,0.29,0.22,0.41,0.61,0.34,0.26,0.36,0.34,0.6,0.32,0.62,0.63,0.58,0.62,0.64,0.65,0.61,0.42,0.47,0.03,0.28,0.03,0.27,0.33,0.4,0.46,0.14,0.16,0.17,0.18,0.77,0.15,0.28,0.29,0.62,0.62,0.6,0.57,0.23,0.37,0.5,0.08,0.73,0.57,0.09,0.11,0.75,0.13,0.05,0.38,0.39,0.39,0.56,0.54,0.62,0.55,0.73,0.74,0.24,0.03,0.06,0.23,0.62,0.37,0.61,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.27,0.12,?,?,?,?,0,?,0.3 +4,?,?,Nogalescity,2,0.02,0.98,0.01,0.54,0.02,1,0.65,0.58,0.38,0.28,0,0,0.11,0.58,0.31,0.08,0.45,0.64,0.18,0.1,0.09,0.11,0.11,0.36,0.22,0.17,0.23,0.05,0.83,1,0.92,0.11,0.96,0.3,0.22,0.14,0.5,0.25,0.25,0.48,0.47,0.4,1,0.58,0.54,0.76,0.51,0.21,0.1,0.02,0.42,0.06,0.38,0.43,0.43,0.44,1,1,1,1,0,1,1,1,1,1,0.98,0.49,1,0.58,0,0.01,0.83,0.5,0.21,0.42,0.67,0.75,0.52,0.14,0.12,0.13,0.12,0.18,0.2,0.18,0.84,0.59,0.42,0.01,0.02,1,0.38,0.61,0.73,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.08,0.03,?,?,?,?,0,?,0.34 +19,123,93218,Oskaloosacity,2,0,0.33,0.01,0.97,0.08,0.01,0.45,0.45,0.33,0.64,0,0,0.16,0.43,0.87,0.51,0.68,0.48,0.3,0.2,0.2,0.19,0.27,0.16,0.12,0.19,0.14,0.01,0.43,0.49,0.42,0.24,0.42,0.38,0.63,0.46,0.69,0.36,0.46,0.33,0.42,0.46,0.35,0.6,0.65,0.35,0.61,0.59,0.61,0.01,0.23,0,0.14,0.4,0.33,0.28,0.01,0.03,0.02,0.02,0.97,0.02,0.15,0.13,0.31,0.34,0.26,0.6,0.04,0.55,0,0.01,0.75,0.58,0.13,0.48,0.29,0.39,0.24,0.03,0.03,0.04,0.09,0.12,0.13,0.12,0.4,0.2,0.42,0,0,0.03,0.89,0.58,0.66,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.16,0.02,?,?,?,?,0,?,0.07 +47,?,?,Hendersonvillecity,2,0.04,0.52,0.05,0.95,0.03,0.01,0.47,0.49,0.31,0.24,0.05,1,0.44,0.78,0.39,0.49,0.25,0.08,0.37,0.41,0.37,0.36,0.36,0.2,0.22,0.23,0.32,0.01,0.1,0.18,0.27,0.33,0.18,0.71,0.32,0.35,0.31,0.5,0.39,0.25,0.49,0.46,0.49,0.78,0.78,0.82,0.76,0.7,0.66,0,0.07,0,0.48,0.59,0.51,0.68,0.06,0.07,0.05,0.06,0.96,0.02,0.12,0.14,0.55,0.59,0.42,0.72,0.05,0.27,0.5,0.05,0.67,0.68,0.07,0.4,0.75,0.16,0,0.19,0.18,0.2,0.37,0.34,0.37,0.38,0.43,0.45,0.25,0,0,0.05,0.54,0.42,0.39,0.47,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.12,0.06,?,?,?,?,0,?,0.17 +34,15,26340,Glassboroborough,2,0.01,0.68,0.36,0.68,0.09,0.05,0.81,0.82,0.79,0.33,0.02,1,0.37,0.58,0,0.37,0.47,0.36,0.62,0.38,0.26,0.28,0.21,0.65,0.18,0.3,0.31,0.02,0.37,0.29,0.41,0.34,0.53,0.45,0.35,0.56,0.37,0.42,0.35,0.76,0.35,0.36,0.54,0.52,0.49,0.67,0.4,0.36,0.48,0.01,0.5,0,0.25,0.52,0.47,0.43,0.07,0.13,0.1,0.09,0.89,0.06,0.33,0.32,0.53,0.6,0.43,0.54,0.13,0.44,0.5,0.02,0.69,0.5,0.18,0.27,0.48,0.21,0.22,0.23,0.21,0.21,0.28,0.37,0.38,0.35,0.49,0.47,0.51,0,0,0.11,0.57,0.44,0.4,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.14,0.14,?,?,?,?,0,?,0.17 +6,?,?,SanGabrielcity,2,0.04,0.64,0.02,0.2,1,0.67,0.4,0.53,0.35,0.42,0.06,1,0.35,0.55,0.17,0.41,0.39,0.56,0.36,0.33,0.29,0.4,0.29,0.26,0.25,0.3,0.37,0.05,0.4,0.51,0.5,0.34,0.38,0.45,0.36,0.35,0.38,0.38,0.38,0.56,0.47,0.45,0.73,0.59,0.59,0.56,0.67,0.36,0.3,0.02,0.29,0.11,0.48,0.53,0.62,0.69,1,1,1,1,0,1,0.7,0.65,0.68,0.63,0.73,0.32,0.97,0.76,0,0.03,0.86,0.36,0.15,0.29,0.31,0.12,0.26,0.6,0.68,0.72,0.61,0.6,0.67,0.59,0.71,0.73,0.19,0,0,1,0.37,0.42,0.73,0.57,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.75,0.27,?,?,?,?,0,?,0.34 +39,113,36610,HuberHeightscity,2,0.05,0.55,0.13,0.86,0.11,0.03,0.44,0.52,0.3,0.16,0.06,1,0.43,0.82,0.1,0.5,0.23,0.17,0.63,0.39,0.31,0.3,0.43,0.46,0.23,0.22,0.46,0.01,0.1,0.14,0.26,0.28,0.25,0.71,0.46,0.3,0.4,0.39,0.41,0.29,0.48,0.46,0.53,0.76,0.77,0.86,0.74,0.62,0.62,0.01,0.11,0.01,0.47,0.62,0.59,0.58,0.08,0.09,0.08,0.07,0.94,0.04,0.18,0.2,0.6,0.57,0.63,0.64,0.06,0.16,0.5,0.04,0.79,0.66,0.05,0.14,0.65,0.05,0.16,0.14,0.12,0.11,0.38,0.39,0.42,0.45,0.25,0.22,0.22,0,0,0.07,0.57,0.52,0.62,0.52,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.16,0.09,?,?,?,?,0,?,0.07 +48,?,?,Hurstcity,2,0.04,0.43,0.05,0.9,0.07,0.09,0.39,0.46,0.29,0.27,0.05,1,0.43,0.76,0.33,0.51,0.31,0.14,0.41,0.43,0.39,0.39,0.22,0.25,0.26,0.28,0.34,0.02,0.19,0.11,0.22,0.35,0.32,0.68,0.4,0.24,0.27,0.44,0.54,0.28,0.62,0.61,0.41,0.67,0.67,0.69,0.68,0.64,0.66,0.01,0.11,0.01,0.36,0.49,0.48,0.58,0.09,0.11,0.1,0.11,0.9,0.06,0.14,0.15,0.46,0.48,0.45,0.55,0.14,0.37,0.5,0.05,0.71,0.55,0.01,0.37,0.65,0.24,0.12,0.17,0.17,0.17,0.32,0.31,0.35,0.31,0.37,0.27,0.24,0,0,0.11,0.56,0.47,0.61,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.28,0.01,?,?,?,?,0,?,0.35 +34,39,79040,Westfieldtown,2,0.03,0.52,0.09,0.87,0.22,0.04,0.33,0.34,0.2,0.43,0.05,1,0.91,0.67,0.44,0.85,0.42,0.06,0.45,0.93,0.88,0.89,0.46,0.71,0.52,0.35,0.7,0,0.03,0.13,0.13,0.88,0.13,0.63,0.33,0.63,0.11,0.86,0.14,0.35,0.19,0.17,0.51,0.92,0.92,0.97,0.83,0.32,0.44,0,0.04,0.02,0.4,0.43,0.49,0.44,0.26,0.24,0.25,0.21,0.81,0.08,0.16,0.18,0.56,0.6,0.29,0.84,0.03,0.18,0.5,0.01,0.92,0.8,0.05,0.53,0.15,0.01,0.07,0.67,0.69,0.76,0.65,0.77,0.93,0.77,0.37,0.51,0.51,0,0,0.27,0.5,0.8,0.7,0.65,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.36,0.65,?,?,?,?,0,?,0.04 +34,1,2080,AtlanticCitycity,2,0.04,0.31,1,0.01,0.24,0.28,0.34,0.47,0.31,0.62,0.06,1,0.14,0.33,0.17,0.21,0.66,0.73,0.42,0.21,0.23,0.37,0.26,0.04,0.3,0.2,0.24,0.08,0.66,0.55,0.74,0.13,0.65,0.37,0.06,0.16,0.24,0.18,0.88,0.81,0.81,0.88,0.49,0,0,0,0,0.54,0.54,0.13,1,0.03,0.31,0.39,0.51,0.57,0.22,0.24,0.28,0.29,0.6,0.36,0.5,0.33,0.29,0.32,0.34,0.09,0.4,0.76,0,0.31,0,0.12,1,0.74,0.33,0.69,0.56,0.14,0.14,0.15,0.18,0.33,0.41,0.3,0.6,0.35,0.79,0.35,0.05,0.29,0.48,0.58,0.7,0.61,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.28,1,?,?,?,?,0,?,1 +48,?,?,Palestinecity,2,0.01,0.48,0.46,0.53,0.02,0.17,0.45,0.46,0.29,0.51,0,0,0.16,0.4,0.42,0.28,0.58,0.45,0.32,0.19,0.17,0.22,0.15,0.04,0.32,0.16,0.18,0.03,0.58,0.42,0.5,0.21,0.43,0.38,0.19,0.4,0.44,0.32,0.52,0.28,0.57,0.58,0.54,0.49,0.49,0.48,0.46,0.51,0.61,0.01,0.26,0,0.39,0.43,0.53,0.61,0.1,0.09,0.1,0.11,0.86,0.11,0.34,0.32,0.49,0.43,0.59,0.52,0.25,0.53,0.5,0.06,0.41,0.56,0.14,0.65,0.63,0.73,0.72,0.05,0.05,0.05,0.16,0.2,0.22,0.22,0.55,0.3,0.61,0,0,0.1,0.85,0.49,0.65,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.09,0.01,?,?,?,?,0,?,0.48 +42,45,33144,Haverfordtownship,2,0.06,0.52,0.04,0.95,0.11,0.01,0.37,0.39,0.29,0.58,0.08,1,0.6,0.58,0.27,0.84,0.61,0.09,0.64,0.6,0.53,0.52,0.49,0.27,0.28,0.15,0.42,0.01,0.07,0.15,0.2,0.61,0.12,0.54,0.21,0.75,0.16,0.7,0.13,0.46,0.19,0.17,0.53,0.9,0.92,0.98,0.85,0.38,0.42,0.01,0.06,0.02,0.24,0.23,0.26,0.27,0.11,0.09,0.09,0.09,0.85,0.06,0.28,0.28,0.54,0.56,0.25,0.89,0.03,0.13,0.5,0.02,0.92,0.86,0.03,0.44,0.17,0.02,0.04,0.39,0.37,0.33,0.52,0.52,0.73,0.54,0.53,0.42,0.43,0.06,0,0.19,0.8,0.84,0.71,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.42,0.5,?,?,?,?,0,?,0.03 +49,?,?,Provocity,2,0.12,0.96,0.01,0.91,0.17,0.08,1,1,1,0.17,0.14,1,0.16,0.74,0.42,0.54,0.27,0.22,0.34,0.14,0.11,0.11,0.11,0.08,0.12,0.13,0.18,0.21,0.79,0.08,0.15,0.56,0.35,0.39,0.25,0.87,0.3,0.47,0.1,0.88,0.11,0.11,0.73,0.82,0.81,0.87,0.76,0.25,0.17,0.01,0.08,0.03,1,0.93,0.94,0.86,0.38,0.31,0.29,0.24,0.84,0.05,0.87,1,0.86,0.91,0.83,0.23,0.54,0.55,0,0.04,0.9,0.24,0.22,0.45,0.63,0.14,0.11,0.14,0.14,0.17,0.2,0.2,0.3,0.18,0.56,0.42,0.26,0.04,0.02,0.16,0.45,0.15,0.15,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.19,0.16,?,?,?,?,0,?,0.07 +39,49,83342,Westervillecity,2,0.03,0.6,0.03,0.96,0.07,0.01,0.6,0.47,0.35,0.22,0.05,1,0.6,0.75,0.21,0.69,0.28,0.07,0.45,0.58,0.44,0.42,0.47,0.12,0.34,0.26,0.32,0.01,0.06,0.08,0.12,0.65,0.1,0.7,0.24,0.54,0.17,0.66,0.23,0.35,0.37,0.32,0.58,0.82,0.87,0.86,0.81,0.5,0.59,0,0.06,0,0.27,0.29,0.43,0.42,0.03,0.03,0.04,0.03,0.97,0.01,0.14,0.16,0.59,0.68,0.28,0.79,0.02,0.24,0.5,0.01,0.91,0.72,0.03,0.17,0.75,0.06,0.09,0.23,0.24,0.25,0.32,0.35,0.4,0.39,0.44,0.35,0.25,0.01,0,0.04,0.7,0.46,0.65,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.3,0.04,?,?,?,?,0,?,0.05 +9,9,82870,WestHaventown,2,0.07,0.38,0.24,0.76,0.12,0.06,0.32,0.5,0.32,0.48,0.09,1,0.4,0.64,0.22,0.46,0.51,0.22,0.51,0.41,0.37,0.37,0.36,0.25,0.26,0.36,0.46,0.03,0.15,0.29,0.44,0.26,0.32,0.58,0.41,0.4,0.39,0.35,0.47,0.53,0.49,0.5,0.44,0.56,0.58,0.65,0.58,0.48,0.61,0.03,0.29,0.03,0.31,0.36,0.44,0.48,0.18,0.18,0.21,0.21,0.79,0.1,0.2,0.18,0.39,0.49,0.29,0.51,0.11,0.64,0,0.07,0.76,0.46,0.07,0.29,0.4,0.11,0.16,0.4,0.36,0.32,0.51,0.5,0.54,0.53,0.49,0.6,0.68,0.04,0,0.25,0.73,0.67,0.8,0.76,0.01,0.19,0.98,0.25,0.02,0.14,0.23,0.19,0.78,0.91,0.12,0.02,0,0.1,0.02,0.21,0.07,0.03,0.42,0.19,0.02,0.01,0.93,0,0.58,0.15,0.12 +48,?,?,Portlandcity,2,0,0.6,0.02,0.88,0.03,0.44,0.55,0.5,0.31,0.16,0.02,1,0.43,0.82,1,0.57,0.2,0.07,0.35,0.4,0.31,0.3,0.28,1,0.29,0.28,0.3,0.01,0.17,0.1,0.19,0.38,0.31,0.6,0.23,0.39,0.27,0.47,0.32,0.27,0.37,0.36,0.61,0.81,0.82,0.8,0.75,0.23,0.4,0,0.14,0,0.09,0.06,0.15,0.21,0.01,0.01,0.01,0.02,0.64,0.09,0.25,0.27,0.67,0.65,0.66,0.58,0.2,0.26,0.5,0.02,0.6,0.59,0.1,0.53,0.69,0.4,0.23,0.14,0.13,0.12,0.25,0.28,0.35,0.29,0.16,0.35,0.29,0,0,0.04,0.68,0.43,0.47,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.17,0.01,?,?,?,?,0,?,0.04 +34,29,18130,Dovertownship,2,0.11,0.51,0.02,0.96,0.09,0.05,0.41,0.41,0.28,0.53,0.11,0.95,0.48,0.48,0.22,0.6,0.62,0.16,0.66,0.48,0.42,0.4,0.24,0.09,0.67,0.45,0.69,0.03,0.12,0.24,0.36,0.32,0.29,0.47,0.18,0.49,0.27,0.48,0.27,0.37,0.3,0.3,0.54,0.79,0.8,0.86,0.75,0.33,0.44,0.01,0.08,0.03,0.13,0.17,0.17,0.18,0.05,0.05,0.05,0.05,0.86,0.05,0.26,0.27,0.54,0.54,0.45,0.82,0.06,0.43,0.5,0.44,0,0.81,0.04,0.96,0.6,0.05,0.11,0.35,0.36,0.37,0.63,0.58,0.67,0.63,0.73,0.75,1,0.06,0,0.15,0.72,0.67,0.67,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.15,0.07,?,?,?,?,0,?,0.08 +39,43,61714,Perkinstownship,2,0,0.57,0.11,0.89,0.06,0.02,0.35,0.29,0.18,0.55,0,0,0.45,0.61,0.58,0.67,0.57,0.23,0.63,0.44,0.37,0.37,0.28,0.39,0.63,0.11,0.35,0,0.12,0.31,0.39,0.25,0.2,0.39,0.63,0.43,0.47,0.43,0.51,0.23,0.25,0.38,0.47,0.82,0.79,0.83,0.83,0.69,0.55,0,0.15,0,0.06,0.26,0.21,0.28,0.01,0.03,0.02,0.03,0.94,0.03,0.17,0.19,0.53,0.52,0.43,0.89,0.04,0.2,0.5,0.01,0.84,0.88,0.13,0.42,0.52,0.05,0.28,0.16,0.15,0.15,0.2,0.22,0.24,0.23,0.52,0.16,0.25,0,0,0.06,0.78,0.71,0.83,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.03,0.01,?,?,?,?,0,?,0.1 +25,27,28950,Harvardtown,2,0,1,0.24,0.73,0.16,0.1,0.76,0.81,0.72,0.03,0,0,0.59,0.93,0.59,0.66,0.06,0.06,0.13,0.49,0.44,0.47,0.28,0.17,0.25,0.26,0.28,0,0.09,0.02,0.02,0.69,0.03,0.95,0.49,0.7,0.14,1,0.24,0.68,0.09,0.16,0.69,0.95,0.97,0.92,0.91,0.43,0.39,0,0.05,0,0.38,0.43,0.43,0.46,0.12,0.12,0.11,0.11,0.83,0.01,0.21,0.26,0.81,0.66,0.92,0.26,0.15,0.29,0.5,0.01,0.81,0.34,0.05,0.52,0.48,0.04,0.31,0.83,0.86,0.84,0.52,0.55,0.67,0.51,0.25,0.42,0.22,0,0,0.13,0.17,0.13,0,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.04,0.75,?,?,?,?,0,?,0 +36,63,53682,NorthTonawandacity,2,0.04,0.4,0,0.99,0.02,0.01,0.36,0.42,0.26,0.49,0.06,1,0.3,0.51,0.08,0.6,0.6,0.28,0.63,0.31,0.26,0.25,0.32,0.28,0.12,0.14,0.27,0.02,0.15,0.25,0.34,0.23,0.34,0.54,0.59,0.47,0.48,0.33,0.35,0.37,0.32,0.35,0.48,0.72,0.77,0.7,0.77,0.62,0.67,0.01,0.14,0.01,0.09,0.1,0.13,0.14,0.02,0.02,0.02,0.03,0.9,0.04,0.16,0.16,0.44,0.55,0.2,0.7,0.06,0.41,0.5,0.02,0.93,0.62,0.42,0.62,0.29,0.11,0.16,0.13,0.12,0.12,0.24,0.26,0.26,0.24,0.39,0.32,0.54,0,0,0.1,0.9,0.8,0.77,0.91,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.29,0.03,?,?,?,?,0,?,0.04 +55,139,50825,Menashacity,2,0.01,0.34,0,0.98,0.05,0.02,0.34,0.51,0.28,0.42,0.02,1,0.26,0.57,0.13,0.58,0.5,0.36,0.45,0.28,0.27,0.26,0,0.15,0.07,0.21,0.21,0.01,0.25,0.3,0.36,0.17,0.24,0.59,0.92,0.25,0.73,0.24,0.51,0.39,0.48,0.51,0.44,0.62,0.7,0.62,0.63,0.67,0.65,0.01,0.2,0,0.12,0.14,0.32,0.48,0.01,0.01,0.03,0.04,0.95,0.06,0.14,0.13,0.38,0.46,0.26,0.59,0.06,0.49,0.5,0.01,0.91,0.54,0.08,0.47,0.35,0.18,0.2,0.1,0.08,0.08,0.24,0.23,0.22,0.22,0.37,0.37,0.56,0,0,0.05,0.9,0.61,0.68,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.28,0.04,?,?,?,?,0,?,0.02 +55,9,31000,GreenBaycity,2,0.14,0.36,0.01,0.92,0.14,0.02,0.4,0.54,0.34,0.39,0.15,1,0.25,0.54,0.17,0.59,0.47,0.4,0.35,0.29,0.27,0.27,0.29,0.09,0.08,0.2,0.18,0.11,0.35,0.31,0.32,0.26,0.32,0.56,0.51,0.34,0.52,0.31,0.48,0.46,0.44,0.47,0.46,0.59,0.67,0.59,0.59,0.61,0.59,0.05,0.23,0.02,0.59,0.56,0.55,0.69,0.1,0.08,0.07,0.09,0.93,0.09,0.19,0.16,0.37,0.48,0.27,0.52,0.1,0.57,0,0.07,0.89,0.47,0.05,0.36,0.48,0.16,0.18,0.1,0.09,0.08,0.23,0.23,0.24,0.21,0.42,0.41,0.44,0.09,0,0.07,0.85,0.53,0.74,0.79,0.01,0.1,0.98,0.1,0.01,0.06,0.18,0.1,0.88,0.96,0,0,0,0,0.04,0.43,0.55,0.13,0.18,0.12,0.01,0.02,0.36,1,0.8,0.1,0.18 +53,?,?,Seattlecity,2,0.81,0.19,0.2,0.63,0.72,0.06,0.27,0.49,0.33,0.48,0.82,1,0.29,0.52,0.22,0.61,0.44,0.3,0.47,0.38,0.45,0.51,0.27,0.18,0.27,0.32,0.52,0.56,0.32,0.17,0.21,0.62,0.28,0.57,0.28,0.59,0.26,0.6,0.7,0.71,0.67,0.71,0.29,0.47,0.48,0.61,0.39,0.59,0.57,0.27,0.31,0.45,0.45,0.48,0.54,0.57,0.42,0.39,0.39,0.38,0.74,0.2,0.2,0.13,0.17,0.29,0.13,0.41,0.18,0.71,0,0.66,0.82,0.36,0.25,0.26,0.21,0.16,0.37,0.28,0.33,0.39,0.35,0.37,0.45,0.33,0.52,0.44,0.22,1,0.85,0.39,0.39,0.41,0.6,0.49,0.11,0.09,0.87,0.11,0.17,0.12,0.4,0.09,0.69,0.82,0.12,0.04,0.81,0.18,0.07,0.5,0.18,0.24,0.51,0.92,0.62,0.13,0.79,0.5,0.36,0.09,0.58 +8,?,?,Greeleycity,2,0.08,0.45,0.01,0.84,0.06,0.38,0.66,0.68,0.61,0.33,0.1,1,0.2,0.58,0.56,0.44,0.39,0.36,0.32,0.25,0.22,0.22,0.2,0.1,0.18,0.2,0.22,0.1,0.51,0.41,0.4,0.4,0.34,0.52,0.32,0.52,0.41,0.39,0.49,0.56,0.49,0.51,0.47,0.58,0.59,0.53,0.55,0.54,0.6,0.03,0.22,0.02,0.47,0.6,0.62,0.64,0.16,0.17,0.16,0.16,0.76,0.2,0.25,0.22,0.4,0.47,0.36,0.45,0.17,0.52,0.5,0.07,0.79,0.43,0.14,0.36,0.65,0.36,0.14,0.14,0.13,0.13,0.21,0.23,0.26,0.2,0.55,0.49,0.32,0.06,0,0.14,0.49,0.32,0.47,0.55,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.18,0.04,?,?,?,?,0,?,0.08 +34,3,30420,HasbrouckHeightsborough,2,0,0.43,0.02,0.92,0.23,0.08,0.27,0.36,0.23,0.59,0.02,1,0.54,0.6,0,0.75,0.68,0.11,0.6,0.57,0.56,0.54,0.43,0,0.39,0.73,0.88,0,0.05,0.21,0.34,0.35,0.25,0.54,0.34,0.31,0.31,0.49,0.23,0.42,0.21,0.23,0.53,0.87,0.88,0.83,0.93,0.16,0.23,0,0.08,0.01,0.32,0.38,0.44,0.41,0.26,0.27,0.29,0.25,0.73,0.1,0.23,0.22,0.47,0.6,0.19,0.74,0.05,0.45,0.5,0.01,0.9,0.65,0,0.27,0.19,0.03,0.57,0.58,0.53,0.5,0.58,0.61,0.66,0.59,0.36,0.56,0.74,0,0,0.34,0.66,0.86,0.84,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.64,0.54,?,?,?,?,0,?,0.04 +53,?,?,Pullmancity,2,0.02,0.71,0.04,0.82,0.52,0.04,1,1,1,0.09,0,0,0.1,0.83,0.57,0.65,0.12,0.09,0.19,0.33,0.14,0.14,0.15,0.28,0.15,0.26,0.19,0.05,0.93,0.04,0.02,1,0.28,0.24,0.03,1,0.15,0.73,0.05,1,0.11,0.08,0.33,0.72,0.77,0.75,0.67,0.49,0.5,0,0.16,0.02,1,1,1,0.9,0.75,0.68,0.58,0.47,0.81,0.07,0.14,0.1,0.31,0.42,0.32,0.14,0.16,0.69,0,0.01,0.95,0.14,0.05,0.29,0.63,0.11,0.26,0.17,0.16,0.15,0.23,0.25,0.27,0.21,1,0.09,0.21,0,0,0.3,0.42,0.02,0,0.35,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.29,0.29,?,?,?,?,0,?,0.09 +9,7,18080,Cromwelltown,2,0,0.37,0.05,0.94,0.07,0.03,0.23,0.37,0.18,0.48,0.02,0.89,0.58,0.6,0.68,0.71,0.5,0.09,0.56,0.6,0.53,0.51,0.52,0,0.39,0.32,0.45,0,0.05,0.19,0.22,0.51,0.14,0.63,0.38,0.43,0.26,0.57,0.38,0.43,0.39,0.4,0.39,0.81,0.79,0.91,0.81,0.73,0.71,0,0.04,0,0.05,0.2,0.2,0.22,0.02,0.08,0.07,0.07,0.81,0.08,0.13,0.12,0.36,0.39,0.23,0.75,0.03,0.54,0.5,0.01,0.84,0.72,0.07,0.75,0.69,0.02,0.1,0.42,0.41,0.42,0.53,0.64,0.8,0.66,0.47,0.57,0.53,0,0,0.18,0.65,0.54,0.47,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.08,0.05,?,?,?,?,0,?,0.06 +39,169,86548,Woostercity,2,0.02,0.4,0.07,0.93,0.07,0.01,0.6,0.56,0.5,0.45,0,0,0.26,0.54,0.15,0.56,0.51,0.37,0.5,0.28,0.31,0.31,0.22,0.24,0.21,0.15,0.64,0.02,0.33,0.22,0.35,0.38,0.36,0.47,0.59,0.56,0.56,0.41,0.47,0.49,0.54,0.53,0.38,0.6,0.64,0.57,0.61,0.4,0.51,0.01,0.17,0,0.69,0.69,0.64,0.61,0.11,0.1,0.08,0.07,0.95,0.01,0.15,0.14,0.34,0.42,0.26,0.52,0.05,0.48,0.5,0.02,0.83,0.48,0.18,0.33,0.42,0.26,0.22,0.13,0.13,0.14,0.18,0.21,0.22,0.21,0.33,0.3,0.28,0,0,0.06,0.72,0.43,0.61,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.16,0.05,?,?,?,?,0,?,0.08 +46,13,100,Aberdeencity,2,0.02,0.35,0,0.94,0.03,0,0.53,0.56,0.44,0.49,0,0,0.18,0.49,1,0.57,0.57,0.23,0.31,0.24,0.23,0.22,0.04,0.15,0.39,0.08,0.19,0.03,0.32,0.49,0.38,0.36,0.18,0.57,0.21,0.63,0.33,0.42,0.32,0.44,0.32,0.33,0.41,0.65,0.71,0.76,0.61,0.72,0.81,0.01,0.12,0,0.43,0.32,0.26,0.45,0.03,0.02,0.02,0.02,0.89,0.04,0.13,0.12,0.32,0.47,0.17,0.55,0.06,0.58,0,0.04,0.75,0.47,0.09,0.46,0.38,0.27,0.17,0.07,0.06,0.07,0.12,0.15,0.16,0.12,0.37,0.25,0.42,0.01,0,0.03,0.77,0.52,0.61,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.25,0,?,?,?,?,0,?,0.08 +39,49,46410,Madisontownship,2,0.01,0.57,0.04,0.95,0.04,0.01,0.48,0.48,0.32,0.29,0.02,0.7,0.39,0.76,0.65,0.45,0.33,0.12,0.56,0.36,0.28,0.26,0.4,0.31,0.25,0.75,0.51,0.01,0.09,0.16,0.37,0.17,0.28,0.63,0.37,0.23,0.53,0.26,0.41,0.3,0.46,0.45,0.56,0.76,0.71,0.77,0.72,0.62,0.64,0,0.12,0,0.16,0.33,0.27,0.28,0.02,0.04,0.03,0.03,0.96,0.01,0.27,0.28,0.61,0.6,0.55,0.75,0.08,0.21,0.5,0.01,0.91,0.75,0.12,0.33,0.56,0.14,0.19,0.14,0.12,0.11,0.29,0.27,0.29,0.3,0.31,0.3,0.24,0,0,0.05,0.81,0.67,0.85,0.89,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.13,0.03,0.06,?,?,?,?,0,?,0.1 +49,?,?,Oremcity,2,0.09,1,0,0.95,0.09,0.05,0.66,0.64,0.4,0.16,0.11,1,0.32,0.73,0.44,0.47,0.31,0.24,0.42,0.29,0.16,0.15,0.06,0.07,0.16,0.16,0.21,0.05,0.23,0.08,0.15,0.49,0.24,0.57,0.36,0.64,0.34,0.51,0.12,0.35,0.23,0.19,1,0.87,0.91,0.87,0.8,0.28,0.27,0,0.03,0.01,0.51,0.5,0.57,0.57,0.11,0.09,0.1,0.09,0.9,0.04,1,1,1,1,0.81,0.67,0.3,0.31,0.5,0.02,0.95,0.62,0.12,0.35,0.73,0.1,0.06,0.16,0.14,0.14,0.24,0.21,0.24,0.21,0.3,0.43,0.15,0,0,0.08,0.67,0.5,0.67,0.61,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.31,0.12,?,?,?,?,0,?,0.03 +36,69,28640,Genevacity,2,0.01,0.45,0.16,0.83,0.06,0.08,0.72,0.66,0.64,0.53,0,0,0.2,0.42,0.13,0.5,0.69,0.39,0.7,0.25,0.2,0.21,0.17,0.06,0.15,0.21,0.26,0.02,0.48,0.33,0.42,0.27,0.43,0.33,0.29,0.84,0.4,0.4,0.36,0.75,0.42,0.41,0.42,0.43,0.49,0.53,0.49,0.58,0.67,0.01,0.37,0,0.27,0.43,0.43,0.43,0.04,0.06,0.06,0.05,0.86,0.07,0.18,0.15,0.33,0.44,0.25,0.49,0.07,0.51,0.5,0.02,0.75,0.44,0.16,0.56,0,0.48,0.11,0.1,0.1,0.09,0.25,0.26,0.27,0.24,0.73,0.44,0.67,0,0,0.07,0.79,0.54,0.53,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.28,0.03,?,?,?,?,0,?,0.28 +25,9,52490,Peabodycity,2,0.06,0.45,0.02,0.96,0.06,0.05,0.32,0.43,0.27,0.46,0.07,1,0.46,0.57,0.09,0.49,0.51,0.26,0.53,0.46,0.41,0.4,0.26,0.34,0.32,0.32,0.33,0.02,0.11,0.31,0.35,0.33,0.31,0.58,0.47,0.36,0.37,0.43,0.32,0.43,0.33,0.33,0.49,0.76,0.76,0.86,0.74,0.6,0.63,0.02,0.19,0.04,0.22,0.27,0.28,0.29,0.18,0.19,0.18,0.17,0.71,0.23,0.17,0.18,0.49,0.57,0.28,0.71,0.06,0.47,0.5,0.03,0.87,0.65,0.08,0.52,0.42,0.07,0.1,0.5,0.45,0.41,0.31,0.49,0.59,0.51,0.49,0.49,0.58,0.05,0,0.34,0.82,0.78,0.86,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.24,0.09,?,?,?,?,0,?,0.06 +34,3,65340,SaddleBrooktownship,2,0.01,0.47,0.02,0.94,0.16,0.06,0.26,0.41,0.22,0.58,0.02,1,0.57,0.67,0.27,0.7,0.56,0.22,0.59,0.55,0.48,0.45,0.5,0.27,0.64,0.32,0.58,0,0.09,0.28,0.39,0.3,0.33,0.53,0.37,0.29,0.3,0.41,0.23,0.4,0.23,0.24,0.49,0.83,0.82,0.91,0.85,0.21,0.38,0,0.04,0.01,0.2,0.25,0.27,0.28,0.14,0.16,0.15,0.15,0.72,0.07,0.24,0.24,0.51,0.57,0.3,0.76,0.06,0.39,0.5,0.01,0.92,0.71,0.33,0.39,0.31,0,0.16,0.56,0.5,0.46,0.76,0.69,0.77,0.68,0.4,0.54,0.57,0,0,0.3,0.66,0.8,0.8,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.41,0.25,?,?,?,?,0,?,0.04 +18,?,?,Logansportcity,2,0.01,0.33,0.02,0.98,0.01,0.01,0.42,0.45,0.27,0.59,0,0,0.15,0.43,0.13,0.41,0.64,0.37,0.56,0.19,0.17,0.17,0.12,0.07,0.41,0.06,0.22,0.02,0.42,0.32,0.52,0.09,0.65,0.38,0.78,0.38,0.74,0.18,0.72,0.31,0.72,0.76,0.4,0.47,0.51,0.51,0.31,0.8,0.76,0,0.11,0,0.15,0.11,0.22,0.19,0.01,0.01,0.01,0.01,0.98,0.01,0.18,0.16,0.33,0.34,0.34,0.56,0.05,0.53,0.5,0.02,0.74,0.56,0.19,0.67,0,0.52,0.2,0.03,0.02,0.02,0.1,0.12,0.11,0.13,0.33,0.14,0.29,0,0.01,0.02,0.9,0.66,0.82,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.22,0.01,?,?,?,?,0,?,0.03 +40,?,?,Mustangcity,2,0,0.61,0.01,0.92,0.02,0.04,0.54,0.53,0.3,0.12,0.02,1,0.41,0.81,0.55,0.46,0.15,0.13,0.37,0.38,0.26,0.26,0.22,0.16,0.02,0.34,0.28,0,0.09,0.14,0.28,0.19,0.24,0.73,0.33,0.3,0.32,0.31,0.35,0.22,0.41,0.4,0.58,0.8,0.81,0.91,0.84,0.72,0.73,0,0.01,0,0.18,0.13,0.26,0.22,0.01,0.01,0.01,0.01,0.98,0.01,0.18,0.21,0.67,0.65,0.63,0.75,0.11,0.17,0.5,0.01,0.69,0.75,0.13,0.69,0.81,0.1,0.18,0.09,0.09,0.09,0.25,0.26,0.28,0.34,0.22,0.31,0.29,0,0,0.01,0.6,0.53,0.43,0.65,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.07,0,?,?,?,?,0,?,0.07 +1,?,?,Enterprisecity,2,0.02,0.43,0.41,0.64,0.08,0.04,0.46,0.51,0.33,0.36,0,0,0.24,0.57,0.41,0.42,0.43,0.37,0.58,0.26,0.25,0.29,0.17,0.1,0.16,0.33,0.31,0.03,0.39,0.35,0.39,0.37,0.32,0.5,0.41,0.4,0.46,0.47,0.44,0.29,0.49,0.48,0.45,0.63,0.6,0.52,0.63,0.38,0.43,0.01,0.22,0,0.54,0.49,0.45,0.45,0.12,0.09,0.08,0.07,0.91,0.03,0.18,0.18,0.46,0.46,0.47,0.55,0.11,0.34,0.5,0.04,0.6,0.55,0.05,0.42,0.71,0.58,0.3,0.1,0.11,0.12,0.11,0.18,0.23,0.21,0.33,0.37,0.31,0,0,0.09,0.51,0.46,0.4,0.29,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.05,0.02,?,?,?,?,0,?,0.41 +29,?,?,Fergusoncity,2,0.02,0.39,0.49,0.6,0.04,0.02,0.29,0.41,0.21,0.51,0.04,1,0.29,0.54,0.13,0.52,0.56,0.24,0.68,0.29,0.29,0.31,0.27,0.18,0.22,0.4,0.51,0.01,0.16,0.31,0.39,0.26,0.41,0.5,0.45,0.37,0.4,0.4,0.55,0.37,0.58,0.59,0.44,0.48,0.52,0.66,0.51,0.71,0.72,0.01,0.28,0,0.06,0.08,0.37,0.41,0,0.01,0.03,0.03,0.97,0.02,0.22,0.21,0.41,0.43,0.35,0.65,0.1,0.55,0,0.03,0.75,0.63,0.28,0.48,0.35,0.06,0.16,0.11,0.09,0.09,0.34,0.3,0.26,0.33,0.55,0.25,0.24,0,0,0.03,0.79,0.71,0.74,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.3,0.11,?,?,?,?,0,?,0.22 +1,?,?,Birminghamcity,2,0.41,0.37,1,0.02,0.03,0.01,0.41,0.5,0.33,0.48,0.42,0.99,0.13,0.41,0.17,0.21,0.58,0.52,0.47,0.15,0.17,0.33,0.19,0.16,0.22,0.29,0.49,0.59,0.66,0.36,0.53,0.25,0.62,0.33,0.26,0.57,0.45,0.33,0.75,0.56,0.76,0.79,0.51,0.18,0.16,0.35,0.19,0.65,0.6,0.45,0.73,0.02,0.67,0.69,0.7,0.67,0.06,0.05,0.05,0.04,0.95,0.02,0.33,0.27,0.38,0.42,0.37,0.43,0.18,0.61,0,0.65,0.57,0.42,0.55,0.54,0.42,0.37,0.34,0.06,0.05,0.07,0.06,0.13,0.15,0.16,0.48,0.4,0.47,0.32,0.53,0.03,0.9,0.64,0.86,0.82,0.14,0.25,0.85,0.3,0.23,0.32,0.43,0.25,0.39,0.43,0.91,0,0.05,0.63,0.1,0.57,0.3,0.43,0.15,0.2,0.36,0.13,0.74,0.5,0.38,0.2,1 +41,?,?,Newbergcity,2,0,0.56,0,0.95,0.08,0.11,0.51,0.54,0.38,0.4,0,0,0.25,0.55,0.27,0.44,0.42,0.27,0.43,0.25,0.21,0.2,0.25,0.24,0.25,0.19,0.2,0.01,0.27,0.26,0.35,0.29,0.24,0.56,0.6,0.38,0.46,0.33,0.49,0.36,0.53,0.53,0.51,0.59,0.64,0.77,0.67,0.61,0.53,0,0.09,0,0.32,0.61,0.58,0.54,0.1,0.17,0.15,0.13,0.88,0.11,0.27,0.27,0.52,0.52,0.53,0.49,0.19,0.49,0.5,0.01,0.92,0.5,0.12,0.25,0.69,0.29,0.27,0.12,0.1,0.09,0.25,0.28,0.27,0.27,0.37,0.42,0.33,0.01,0,0.13,0.46,0.32,0.4,0.57,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.26,0.04,?,?,?,?,0,?,0.1 +41,?,?,Keizercity,2,0.02,0.43,0.01,0.9,0.09,0.1,0.38,0.39,0.23,0.44,0.03,1,0.32,0.61,0.31,0.52,0.46,0.25,0.49,0.31,0.27,0.27,0.48,0.16,0.19,0.16,0.26,0.01,0.17,0.24,0.3,0.27,0.33,0.56,0.24,0.38,0.34,0.38,0.6,0.26,0.61,0.63,0.42,0.61,0.65,0.66,0.71,0.6,0.77,0.01,0.16,0.01,0.23,0.37,0.47,0.49,0.07,0.1,0.12,0.11,0.89,0.07,0.24,0.23,0.45,0.47,0.43,0.59,0.16,0.42,0.5,0.01,0.92,0.58,0.09,0.19,0.67,0.23,0.25,0.13,0.11,0.1,0.29,0.28,0.29,0.28,0.33,0.39,0.24,0,0,0.13,0.48,0.45,0.63,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.25,0.06,?,?,?,?,0,?,0.06 +18,?,?,SouthBendcity,2,0.15,0.36,0.41,0.64,0.05,0.06,0.36,0.46,0.28,0.55,0.17,1,0.21,0.45,0.11,0.44,0.6,0.4,0.55,0.23,0.23,0.27,0.18,0.14,0.23,0.21,0.23,0.13,0.37,0.31,0.48,0.29,0.51,0.44,0.5,0.5,0.53,0.38,0.6,0.47,0.6,0.62,0.46,0.4,0.41,0.46,0.43,0.65,0.65,0.12,0.49,0.02,0.33,0.42,0.41,0.4,0.08,0.09,0.08,0.07,0.85,0.07,0.3,0.25,0.37,0.39,0.35,0.61,0.11,0.53,0.5,0.19,0.7,0.59,0.36,0.43,0.23,0.3,0.18,0.05,0.04,0.05,0.2,0.25,0.27,0.27,0.49,0.2,0.43,0.14,0.01,0.1,0.68,0.61,0.78,0.7,0.04,0.2,0.95,0.23,0.13,0.46,0.78,0.2,0.83,0.75,0.38,0.02,0,0.28,0.12,0.64,0.35,0.1,0.24,0.2,0.11,0.03,0.7,0.5,1,0.12,0.45 +42,49,24000,Eriecity,2,0.16,0.4,0.23,0.79,0.03,0.04,0.46,0.52,0.38,0.53,0.17,1,0.17,0.37,0.09,0.47,0.62,0.63,0.62,0.2,0.19,0.2,0.2,0.16,0.18,0.12,0.16,0.18,0.51,0.3,0.48,0.21,0.59,0.35,0.56,0.5,0.54,0.32,0.59,0.56,0.52,0.57,0.49,0.38,0.41,0.35,0.4,0.39,0.4,0.11,0.45,0.02,0.19,0.18,0.19,0.22,0.03,0.03,0.02,0.03,0.88,0.08,0.3,0.25,0.38,0.44,0.35,0.49,0.1,0.48,0.5,0.17,0.71,0.47,0.52,0.67,0.04,0.34,0.29,0.06,0.05,0.05,0.11,0.13,0.14,0.15,0.51,0.22,0.47,0.13,0,0.06,0.86,0.65,0.86,0.83,0.03,0.16,0.96,0.19,0.05,0.17,0.33,0.16,0.82,0.91,0.13,0.01,0,0.1,0.03,0.57,0.06,0.06,0.41,0.21,0.06,0.01,0.76,0,0.43,0.06,0.32 +48,?,?,Uvaldecity,2,0.01,0.7,0.01,0.35,0.02,1,0.61,0.56,0.39,0.39,0,0,0.09,0.48,0.88,0.24,0.56,0.75,0.36,0.09,0.1,0.14,1,0,0.1,0.15,0.21,0.04,0.9,1,0.87,0.18,0.95,0.23,0.14,0.5,0.43,0.32,0.41,0.35,0.48,0.47,0.83,0.62,0.56,0.69,0.61,0.38,0.21,0,0.12,0.01,0.23,0.26,0.3,0.36,0.21,0.2,0.21,0.23,0,0.83,0.73,0.71,0.75,0.68,0.81,0.54,0.63,0.55,0,0.03,0.54,0.58,0.61,0.76,0.52,1,1,0.03,0.03,0.05,0.06,0.11,0.13,0.09,0.46,0.33,0.35,0,0,0.37,0.8,0.68,0.74,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.22,0.02,?,?,?,?,0,?,0.14 +48,?,?,CollegeStationcity,2,0.07,0.58,0.12,0.74,0.4,0.16,1,1,1,0.04,0.08,1,0.05,0.87,0.78,0.53,0.05,0.07,0.08,0.27,0.14,0.15,0.17,0.15,0.18,0.13,0.18,0.14,1,0.08,0.08,0.97,0.36,0.22,0.05,1,0.17,0.63,0.05,1,0.09,0.06,0.41,0.73,0.74,0.75,0.56,0.46,0.49,0.01,0.24,0.03,0.91,0.93,0.91,0.85,0.58,0.52,0.47,0.4,0.78,0.07,0.15,0.08,0.29,0.57,0.28,0.06,0.28,0.8,0,0.1,0.59,0.03,0.07,0.59,0.79,0.17,0.07,0.17,0.16,0.17,0.28,0.29,0.3,0.29,1,0.45,0.24,0,0,0.27,0.56,0,0,0.54,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.15,0.22,?,?,?,?,0,?,0.09 +29,?,?,Florissantcity,2,0.07,0.45,0.08,0.93,0.03,0.02,0.33,0.44,0.25,0.45,0.08,1,0.42,0.65,0.21,0.63,0.48,0.13,0.67,0.41,0.33,0.32,0.32,0.38,0.35,0.53,0.51,0.01,0.07,0.27,0.33,0.25,0.17,0.59,0.54,0.31,0.34,0.37,0.35,0.33,0.39,0.39,0.44,0.74,0.75,0.84,0.74,0.62,0.6,0.01,0.1,0,0.29,0.21,0.25,0.28,0.03,0.02,0.02,0.02,0.96,0.02,0.16,0.17,0.46,0.51,0.27,0.81,0.06,0.31,0.5,0.03,0.9,0.77,0.01,0.24,0.46,0.02,0.16,0.16,0.12,0.09,0.39,0.35,0.38,0.37,0.37,0.09,0.18,0,0,0.04,0.78,0.82,0.82,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.42,0.06,?,?,?,?,0,?,0.07 +48,?,?,Texarkanacity,2,0.03,0.38,0.7,0.44,0.03,0.02,0.44,0.46,0.29,0.55,0.05,1,0.17,0.33,0.28,0.32,0.57,0.51,0.55,0.2,0.23,0.32,0.17,0.32,0.19,0.25,0.21,0.06,0.58,0.31,0.52,0.27,0.54,0.3,0.37,0.52,0.51,0.38,0.67,0.36,0.68,0.71,0.45,0.33,0.31,0.43,0.4,0.55,0.52,0.04,0.47,0,0.37,0.34,0.55,0.5,0.02,0.02,0.02,0.02,0.97,0.03,0.27,0.24,0.38,0.37,0.43,0.47,0.19,0.55,0.5,0.1,0.46,0.48,0.25,0.54,0.52,0.48,0.55,0.05,0.06,0.08,0.13,0.19,0.21,0.21,0.48,0.31,0.47,0,0.01,0.02,0.58,0.53,0.67,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.13,0.01,?,?,?,?,0,?,0.6 +13,?,?,Smyrnacity,2,0.03,0.15,0.31,0.7,0.14,0.06,0.25,0.68,0.35,0.25,0.05,1,0.37,0.78,0.19,0.48,0.21,0.11,0.21,0.39,0.48,0.5,0.37,0.09,0.38,0.39,0.43,0.02,0.16,0.19,0.25,0.55,0.2,0.81,0.22,0.25,0.19,0.55,0.73,0.6,0.77,0.79,0.27,0.49,0.5,0.75,0.51,0.71,0.72,0.01,0.23,0.01,0.58,0.71,0.74,0.71,0.24,0.26,0.24,0.22,0.86,0.1,0.12,0.07,0.15,0.23,0.18,0.3,0.09,0.75,0,0.1,0.5,0.29,0.1,0.1,0.83,0.17,0.12,0.17,0.15,0.15,0.47,0.43,0.48,0.46,0.38,0.39,0.44,0,0.02,0.17,0.4,0.3,0.26,0.18,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.23,0.06,?,?,?,?,0,?,0.18 +55,25,78600,SunPrairiecity,2,0.01,0.48,0.01,0.98,0.03,0.02,0.41,0.5,0.28,0.29,0,0,0.39,0.75,0.27,0.65,0.36,0.14,0.34,0.39,0.31,0.3,0.18,0.12,0.2,0.3,0.37,0,0.07,0.19,0.26,0.33,0.11,0.78,0.41,0.32,0.46,0.38,0.36,0.36,0.45,0.42,0.52,0.69,0.75,0.75,0.69,0.85,0.88,0.01,0.16,0,0.2,0.18,0.16,0.17,0.01,0.01,0.01,0.01,0.95,0.02,0.18,0.18,0.53,0.64,0.4,0.51,0.07,0.43,0.5,0,0.96,0.46,0.14,0.15,0.65,0.08,0.05,0.17,0.14,0.13,0.4,0.38,0.38,0.34,0.33,0.34,0.36,0,0,0.03,0.8,0.47,0.64,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.18,0.01,?,?,?,?,0,?,0.03 +33,11,37940,Hudsontown,2,0.02,0.59,0.01,0.97,0.06,0.02,0.4,0.52,0.3,0.17,0.02,0.69,0.6,0.87,0.45,0.57,0.22,0.12,0.3,0.54,0.43,0.41,0.46,0.48,0.4,0.32,0.48,0,0.06,0.17,0.24,0.39,0.42,0.79,0.75,0.2,0.36,0.53,0.33,0.36,0.33,0.34,0.56,0.83,0.84,0.83,0.86,0.72,0.77,0,0.11,0.01,0.26,0.3,0.34,0.34,0.08,0.09,0.09,0.08,0.86,0.04,0.19,0.21,0.64,0.66,0.51,0.74,0.07,0.38,0.5,0.01,0.87,0.71,0.11,0.37,0.79,0.07,0.17,0.38,0.36,0.33,0.63,0.62,0.71,0.72,0.48,0.72,0.57,0,0,0.13,0.31,0.53,0.53,0.26,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.06,0.02,?,?,?,?,0,?,0.04 +13,?,?,Gainesvillecity,2,0.01,0.4,0.46,0.52,0.07,0.15,0.45,0.55,0.42,0.46,0,0,0.23,0.51,0.28,0.4,0.53,0.4,0.29,0.27,0.34,0.46,0.16,0.13,0.29,0.14,0.2,0.03,0.49,0.47,0.55,0.4,0.29,0.5,0.52,0.46,0.52,0.43,0.66,0.44,0.65,0.68,0.43,0.33,0.33,0.33,0.27,0.68,0.6,0.02,0.64,0.01,0.87,0.9,0.96,0.95,0.54,0.49,0.47,0.43,0.84,0.19,0.27,0.24,0.37,0.37,0.42,0.32,0.23,0.57,0,0.04,0.62,0.34,0.02,0.31,0.6,0.59,0.13,0.17,0.2,0.27,0.14,0.24,0.26,0.25,0.44,0.41,0.32,0.02,0,0.26,0.69,0.46,0.58,0.56,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.07,0.02,?,?,?,?,0,?,0.51 +6,?,?,LaCanadaFlintridgecity,2,0.02,0.56,0.01,0.79,0.76,0.08,0.39,0.29,0.2,0.45,0.03,1,1,0.61,0.41,0.86,0.45,0.05,0.51,1,1,1,1,0,0.52,0.55,0.78,0,0.06,0.06,0.05,0.9,0.12,0.53,0.21,0.78,0.06,1,0.16,0.29,0.24,0.21,0.51,0.95,0.93,0.98,0.91,0.39,0.29,0,0.08,0.02,0.3,0.34,0.4,0.43,0.33,0.32,0.35,0.34,0.68,0.15,0.24,0.26,0.61,0.59,0.49,0.93,0.13,0.16,0.5,0.01,0.9,0.92,0.1,0.41,0.31,0,0,1,1,1,0.8,0.93,1,0.99,0.52,0.59,0.14,0,0,0.46,0.47,0.8,0.88,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.19,0.01,?,?,?,?,0,?,0.83 +9,3,31240,Glastonburytown,2,0.03,0.43,0.02,0.94,0.15,0.04,0.33,0.34,0.22,0.37,0.03,0.71,0.75,0.66,0.33,0.83,0.4,0.08,0.52,0.77,0.72,0.71,0.56,0.21,0.44,0.21,0.53,0.01,0.05,0.11,0.14,0.76,0.12,0.68,0.3,0.51,0.12,0.78,0.26,0.34,0.32,0.3,0.44,0.85,0.88,0.96,0.79,0.46,0.58,0,0.05,0.01,0.22,0.29,0.31,0.3,0.11,0.12,0.12,0.1,0.85,0.04,0.12,0.13,0.47,0.51,0.29,0.8,0.03,0.31,0.5,0.02,0.88,0.76,0.06,0.59,0.6,0.02,0.03,0.59,0.6,0.61,0.47,0.64,0.74,0.63,0.38,0.51,0.47,0,0,0.2,0.56,0.66,0.75,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.15,0.04,0.14,?,?,?,?,0,?,0.02 +49,?,?,Tooelecity,2,0.01,0.55,0.01,0.91,0.05,0.21,0.55,0.5,0.28,0.35,0,0,0.3,0.54,0.12,0.37,0.43,0.33,1,0.29,0.2,0.2,0.13,0.1,0.09,0.3,0.33,0.01,0.31,0.11,0.38,0.16,0.68,0.42,0.65,0.17,0.55,0.28,0.57,0.27,0.48,0.54,0.63,0.64,0.72,0.56,0.76,0.47,0.61,0.01,0.16,0,0.36,0.26,0.21,0.18,0.04,0.03,0.02,0.02,0.88,0.04,0.49,0.47,0.6,0.61,0.5,0.72,0.16,0.37,0.5,0.02,0.74,0.71,0.57,0.57,0.52,0.36,0.05,0.12,0.1,0.09,0.18,0.2,0.2,0.2,0.23,0.32,0.26,0,0,0.05,0.68,0.58,0.74,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0.05,?,?,?,?,0,?,0.08 +34,3,21480,Englewoodcity,2,0.02,0.5,0.77,0.22,0.3,0.29,0.31,0.4,0.24,0.44,0.04,1,0.58,0.61,0.23,0.51,0.49,0.26,0.38,0.58,0.71,1,0.38,0.12,0.37,0.32,0.41,0.02,0.21,0.27,0.33,0.56,0.31,0.6,0.39,0.68,0.39,0.63,0.45,0.52,0.54,0.53,0.56,0.52,0.5,0.7,0.48,0.57,0.49,0.03,0.61,0.04,0.34,0.41,0.47,0.51,0.6,0.62,0.65,0.65,0.55,0.44,0.5,0.45,0.54,0.59,0.46,0.55,0.3,0.51,0.5,0.02,0.83,0.53,0.19,0.43,0.21,0.16,0.29,0.53,0.55,0.84,0.43,0.49,0.66,0.47,0.55,0.63,1,0.01,0,0.74,0.22,0.66,0.65,0.48,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.42,0.87,?,?,?,?,0,?,0.26 +45,?,?,NorthAugustacity,2,0.01,0.33,0.3,0.75,0.06,0.01,0.39,0.51,0.29,0.41,0.02,1,0.35,0.67,0.31,0.45,0.42,0.17,0.55,0.36,0.38,0.41,0.19,0.18,0.56,0.51,0.77,0.01,0.24,0.2,0.3,0.4,0.18,0.59,0.45,0.44,0.31,0.55,0.52,0.33,0.6,0.59,0.4,0.58,0.6,0.71,0.5,0.61,0.57,0.01,0.45,0,0.33,0.24,0.26,0.28,0.03,0.02,0.02,0.02,0.98,0.01,0.13,0.12,0.36,0.42,0.29,0.59,0.08,0.49,0.5,0.03,0.68,0.56,0.2,0.34,0.56,0.18,0.07,0.13,0.12,0.13,0.22,0.25,0.25,0.28,0.2,0.16,0.26,0,0,0.04,0.15,0.53,0.58,0.39,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.08,0.01,?,?,?,?,0,?,0.23 +42,11,63624,Readingcity,2,0.11,0.36,0.19,0.68,0.09,0.34,0.41,0.52,0.36,0.55,0.12,1,0.17,0.39,0.08,0.38,0.62,0.58,0.53,0.2,0.2,0.23,0.22,0.3,0.16,0.15,0.18,0.13,0.51,0.55,0.74,0.12,0.57,0.39,0.69,0.3,0.8,0.19,0.67,0.56,0.66,0.69,0.47,0.25,0.25,0.27,0.28,0.48,0.42,0.12,0.72,0.02,0.42,0.5,0.57,0.56,0.13,0.13,0.14,0.12,0.65,0.33,0.36,0.28,0.37,0.4,0.37,0.46,0.19,0.48,0.5,0.15,0.66,0.46,0.69,0.53,0,0.39,0.43,0.04,0.03,0.04,0.18,0.21,0.23,0.2,0.51,0.21,0.47,0.1,0,0.12,0.8,0.6,0.8,0.73,0.02,0.19,0.97,0.22,0.03,0.14,0.24,0.19,0.62,0.94,0.05,0.03,0.12,0.07,0.04,0.57,0.59,0.03,0.67,0.41,0.04,0.02,0.67,1,0.65,0.14,0.49 +47,?,?,Colliervilletown,2,0.01,0.76,0.22,0.82,0.02,0.01,0.52,0.42,0.24,0.15,0,0,0.59,0.81,0.57,0.44,0.21,0.12,0.16,0.56,0.39,0.41,0.21,0.02,0.06,0,0.18,0.01,0.16,0.21,0.28,0.41,0.1,0.67,0.52,0.25,0.37,0.41,0.2,0.28,0.29,0.26,0.75,0.88,0.87,0.94,0.74,0.19,0.34,0.01,0.24,0,0.49,0.36,0.36,0.49,0.04,0.03,0.03,0.03,0.97,0.03,0.28,0.33,0.81,0.84,0.53,0.86,0.12,0.12,0.5,0.01,0.86,0.83,0.08,0.47,0.88,0.12,0.29,0.21,0.23,0.24,0.26,0.3,0.36,0.32,0.3,0.51,0.21,0,0,0.03,0.5,0.26,0.47,0.23,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.1,0,?,?,?,?,0,?,0.03 +34,39,15640,Cranfordtownship,2,0.02,0.5,0.06,0.93,0.09,0.04,0.28,0.36,0.21,0.51,0.04,1,0.71,0.69,0.08,0.83,0.56,0.05,0.62,0.69,0.6,0.59,0.46,0.13,0.35,0.67,0.64,0,0.05,0.15,0.2,0.55,0.1,0.64,0.34,0.44,0.19,0.62,0.17,0.38,0.23,0.21,0.49,0.86,0.87,0.96,0.72,0.43,0.57,0,0.08,0.01,0.13,0.14,0.17,0.19,0.07,0.07,0.07,0.07,0.83,0.06,0.17,0.18,0.53,0.57,0.26,0.85,0.03,0.23,0.5,0.01,0.92,0.81,0.07,0.53,0.15,0.03,0.42,0.57,0.52,0.5,0.66,0.69,0.83,0.71,0.49,0.56,0.49,0,0,0.22,0.69,0.85,0.8,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.39,0.47,?,?,?,?,0,?,0.04 +8,?,?,Durangocity,2,0,0.46,0.01,0.85,0.07,0.21,0.89,0.78,0.83,0.37,0,0,0.19,0.55,0.42,0.52,0.43,0.19,0.3,0.28,0.21,0.22,0.03,0.07,0.23,0.27,0.3,0.02,0.49,0.18,0.26,0.5,0.4,0.41,0.05,0.52,0.16,0.44,0.48,0.86,0.48,0.49,0.38,0.54,0.58,0.4,0.53,0.7,0.93,0,0.18,0,1,0.77,0.63,0.6,0.12,0.08,0.06,0.05,0.83,0.08,0.17,0.14,0.32,0.38,0.29,0.46,0.13,0.58,0,0.02,0.75,0.44,0.07,0.22,0.42,0.33,0.4,0.18,0.17,0.16,0.28,0.31,0.35,0.3,0.65,0.5,0.31,0.04,0,0.05,0.41,0.32,0.28,0.48,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.22,0.08,?,?,?,?,0,?,0.15 +34,39,21000,Elizabethcity,2,0.16,0.52,0.39,0.47,0.17,0.73,0.39,0.53,0.34,0.38,0.17,1,0.26,0.54,0.13,0.31,0.43,0.55,0.37,0.26,0.24,0.27,0.22,0.18,0.33,0.33,0.37,0.16,0.42,0.7,0.74,0.17,0.67,0.45,0.61,0.23,0.88,0.19,0.52,0.62,0.52,0.54,0.65,0.41,0.38,0.46,0.35,0.48,0.43,0.16,0.73,0.27,0.37,0.45,0.5,0.58,0.96,1,1,1,0,1,0.49,0.42,0.55,0.74,0.5,0.15,0.53,0.77,0,0.12,0.8,0.13,0.36,0.43,0.15,0.51,0.62,0.33,0.36,0.33,0.38,0.41,0.45,0.41,0.48,0.71,0.63,0.04,0.1,1,0.4,0.6,0.68,0.61,0.05,0.27,0.94,0.33,0.06,0.22,0.27,0.27,0.55,0.78,0.13,0.22,0,0.24,0.08,0.93,0.37,0.03,0.75,0.59,0.08,0.05,0.84,1,0.76,0.22,0.54 +48,?,?,Brenhamcity,2,0,0.49,0.46,0.58,0.08,0.08,0.63,0.55,0.48,0.58,0,0,0.17,0.37,1,0.46,0.68,0.39,0.4,0.22,0.18,0.22,0.15,0.22,0.26,0.17,0.19,0.02,0.45,0.7,0.63,0.24,0.26,0.34,0.29,0.61,0.45,0.35,0.31,0.6,0.36,0.35,0.45,0.49,0.49,0.57,0.56,0.9,0.88,0.01,0.45,0,0.2,0.34,0.74,0.82,0.03,0.05,0.1,0.1,0.86,0.09,0.23,0.19,0.36,0.34,0.41,0.5,0.23,0.56,0,0.02,0.6,0.52,0.2,0.52,0.67,0.62,0.29,0.09,0.09,0.09,0.09,0.18,0.19,0.18,0.38,0.37,0.33,0,0,0.07,0.91,0.57,0.68,0.93,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.13,0.01,?,?,?,?,0,?,0.31 +6,?,?,Chinocity,2,0.08,1,0.19,0.5,0.21,0.67,0.59,0.7,0.48,0.13,0.09,1,0.5,0.79,0.36,0.34,0.23,0.34,0.27,0.48,0.27,0.33,0.18,0.18,0.25,0.25,0.32,0.03,0.18,0.39,0.44,0.17,0.33,0.38,0.46,0.25,0.44,0.33,0.31,0.86,0.5,0.4,0.84,0.73,0.69,0.81,0.75,0.4,0.48,0.03,0.31,0.07,0.27,0.33,0.39,0.45,0.32,0.35,0.37,0.39,0.47,0.36,0.65,0.67,0.84,0.83,0.78,0.62,0.54,0.41,0.5,0.02,0.9,0.62,0.08,0.11,0.77,0.13,0.25,0.44,0.44,0.42,0.6,0.59,0.63,0.57,0.72,0.7,0.33,0,0,0.51,0.56,0.41,0.31,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.29,0.03,?,?,?,?,0,?,0.39 +48,?,?,Kilgorecity,2,0,0.38,0.25,0.77,0,0.06,0.49,0.47,0.35,0.61,0,0,0.21,0.4,0.3,0.4,0.68,0.22,0.52,0.26,0.26,0.28,0.14,0,0,0.34,0.3,0.01,0.36,0.41,0.46,0.27,0.44,0.36,0.34,0.42,0.51,0.33,0.53,0.31,0.5,0.53,0.42,0.61,0.57,0.59,0.69,0.39,0.49,0.01,0.23,0,0.51,0.63,0.74,0.69,0.09,0.1,0.1,0.09,0.93,0.12,0.19,0.18,0.36,0.33,0.43,0.56,0.15,0.53,0.5,0.03,0.56,0.59,0.33,0.85,0.44,0.49,0.41,0.04,0.06,0.08,0.16,0.18,0.18,0.22,0.38,0.3,0.43,0,0,0.07,0.73,0.56,0.51,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.08,0,?,?,?,?,0,?,0.43 +6,?,?,MorenoValleycity,2,0.17,0.83,0.27,0.5,0.41,0.42,0.46,0.52,0.26,0.09,0.19,1,0.5,0.82,0.09,0.29,0.16,0.37,0.4,0.44,0.28,0.3,0.33,0.2,0.26,0.31,0.36,0.09,0.21,0.19,0.3,0.22,0.47,0.63,0.37,0.29,0.4,0.33,0.4,0.32,0.47,0.45,0.85,0.75,0.73,0.77,0.67,0.39,0.39,0.06,0.26,0.1,0.33,0.42,0.45,0.49,0.28,0.32,0.31,0.31,0.63,0.25,0.61,0.66,0.91,0.88,0.85,0.7,0.42,0.28,0.5,0.16,0.69,0.7,0.12,0.21,0.96,0.18,0.15,0.37,0.34,0.32,0.58,0.58,0.67,0.6,0.73,0.89,0.15,0,0,0.36,0.52,0.1,0.03,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.14,0.2,0.05,?,?,?,?,0,?,0.5 +39,?,?,Sylvaniacity,2,0.01,0.48,0.02,0.96,0.09,0.02,0.41,0.38,0.23,0.35,0.03,1,0.57,0.64,0.18,0.69,0.36,0.12,0.42,0.57,0.52,0.51,0.64,0.11,0.5,0.41,0.31,0,0.08,0.09,0.12,0.61,0.24,0.62,0.4,0.69,0.2,0.73,0.28,0.29,0.35,0.33,0.53,0.83,0.87,0.87,0.79,0.55,0.58,0,0.1,0,0.07,0.18,0.25,0.25,0.01,0.03,0.04,0.04,0.92,0.03,0.16,0.16,0.51,0.62,0.16,0.79,0.03,0.38,0.5,0.02,0.8,0.7,0.11,0.27,0.63,0.09,0.11,0.21,0.23,0.25,0.3,0.3,0.35,0.32,0.36,0.34,0.29,0,0,0.08,0.7,0.51,0.73,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.25,0.06,?,?,?,?,0,?,0.03 +6,?,?,SanMarinocity,2,0,0.62,0,0.48,1,0.09,0.5,0.35,0.27,0.51,0.02,1,1,0.5,0.4,0.92,0.49,0.03,0.42,1,1,1,1,0,0.68,0.84,1,0,0.09,0.05,0.05,1,0.12,0.38,0.19,0.76,0.03,1,0.01,0.34,0.16,0.1,0.56,0.93,0.89,0.94,0.71,0.41,0.22,0,0.05,0.02,0.37,0.43,0.59,0.62,0.75,0.76,0.94,0.91,0.4,0.33,0.32,0.36,0.67,0.62,0.84,0.95,0.2,0.1,0.5,0.01,0.88,0.97,0,0.57,0.04,0.01,0,1,1,1,1,1,1,1,0,0.5,0.22,0,0,0.85,0.37,0.76,0.79,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.29,0.06,?,?,?,?,0,?,0.08 +53,?,?,OakHarborcity,2,0.01,0.56,0.09,0.77,0.52,0.1,0.4,0.67,0.38,0.2,0,0,0.23,0.74,0.33,0.42,0.24,0.2,0.54,0.19,0.21,0.22,0.2,0.14,0.14,0.26,0.24,0.01,0.21,0.14,0.19,0.27,0.31,0.61,0.18,0.31,0.29,0.29,0.28,0.19,0.39,0.35,0.58,0.81,0.85,0.82,0.67,0.39,0.34,0,0.07,0.01,0.53,0.51,0.54,0.52,0.28,0.24,0.23,0.2,0.81,0.07,0.22,0.23,0.6,0.51,0.69,0.18,0.27,0.49,0.5,0.01,0.9,0.24,0.04,0.36,0.71,0.06,0.12,0.19,0.18,0.17,0.35,0.35,0.37,0.33,0.49,0.66,0,0,0,0.22,0.16,0.09,0,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.19,0.01,?,?,?,?,0,?,0.04 +37,?,?,Jacksonvillecity,2,0.03,0.49,0.52,0.51,0.18,0.1,0.46,0.65,0.46,0.22,0.05,1,0.23,0.75,0.19,0.33,0.24,0.3,0.53,0.2,0.22,0.27,0.21,0.1,0.16,0.23,0.26,0.03,0.31,0.16,0.25,0.28,0.41,0.6,0.09,0.55,0.28,0.42,0.37,0.24,0.58,0.51,0.44,0.62,0.62,0.69,0.47,0.45,0.44,0.01,0.25,0.01,0.41,0.4,0.54,0.55,0.12,0.1,0.13,0.12,0.87,0.05,0.17,0.19,0.51,0.5,0.54,0.34,0.21,0.45,0.5,0.05,0.7,0.36,0.26,0.23,0.67,0.41,0.18,0.13,0.12,0.12,0.21,0.27,0.27,0.31,0.53,0.53,0.42,0.01,0,0.12,0.3,0.27,0.25,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.19,0.01,?,?,?,?,0,?,0.22 +48,?,?,Conroecity,2,0.03,0.49,0.26,0.61,0.05,0.32,0.48,0.59,0.41,0.3,0,0,0.2,0.61,0.34,0.27,0.37,0.35,0.27,0.2,0.22,0.27,0.16,0.12,0.33,0.15,0.19,0.05,0.49,0.46,0.52,0.28,0.35,0.49,0.22,0.36,0.39,0.34,0.67,0.4,0.75,0.74,0.56,0.52,0.52,0.57,0.45,0.27,0.42,0.01,0.23,0.02,0.54,0.62,0.72,0.85,0.39,0.39,0.41,0.44,0.71,0.4,0.38,0.35,0.5,0.49,0.53,0.31,0.44,0.6,0,0.08,0.45,0.34,0.35,0.52,0.73,0.67,0.56,0.1,0.1,0.11,0.19,0.2,0.23,0.22,0.36,0.41,0.5,0.01,0,0.3,0.68,0.4,0.6,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.11,0.03,?,?,?,?,0,?,0.58 +48,?,?,Colleyvillecity,2,0,0.68,0.01,0.96,0.1,0.04,0.5,0.32,0.23,0.1,0.02,1,1,0.91,0.64,0.73,0.1,0.05,0.33,0.98,0.92,0.89,1,0.6,1,0.09,0.37,0,0.02,0.07,0.09,0.75,0.14,0.7,0.31,0.28,0.1,0.74,0.16,0.18,0.13,0.14,0.59,1,0.97,0.94,0.98,0.35,0.26,0,0.03,0,0.54,0.52,0.48,0.51,0.13,0.11,0.09,0.09,0.93,0.03,0.18,0.23,0.75,0.71,0.64,0.98,0.04,0.02,1,0.01,0.82,0.97,0.04,0.56,0.9,0.01,0,0.41,0.48,0.6,0.41,0.45,0.67,0.56,0.33,0.54,0.29,0,0,0.1,0.42,0.37,0.38,0.24,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.08,0.02,?,?,?,?,0,?,0.01 +16,?,?,Lewistoncity,2,0.03,0.33,0,0.97,0.04,0.02,0.41,0.43,0.28,0.53,0,0,0.23,0.46,0.62,0.51,0.55,0.23,0.49,0.26,0.26,0.25,0.25,0.13,0.13,0.26,0.29,0.03,0.29,0.23,0.32,0.25,0.4,0.46,0.48,0.42,0.52,0.32,0.61,0.28,0.53,0.58,0.36,0.66,0.71,0.66,0.76,0.69,0.68,0.01,0.08,0,0.53,0.44,0.39,0.38,0.05,0.04,0.03,0.03,0.97,0.02,0.15,0.14,0.34,0.4,0.27,0.61,0.07,0.49,0.5,0.03,0.84,0.58,0.18,0.38,0.46,0.21,0.11,0.1,0.09,0.09,0.13,0.16,0.15,0.14,0.29,0.14,0.21,0,0,0.04,0.48,0.54,0.58,0.56,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.14,0.02,?,?,?,?,0,?,0.1 +48,?,?,Brownsvillecity,2,0.14,1,0,0.77,0.02,1,0.72,0.65,0.45,0.26,0.16,1,0.07,0.5,0.28,0.16,0.43,1,0.19,0.05,0.04,0.03,0.21,0.13,0.44,0.18,0.19,0.39,1,1,0.98,0.18,1,0.19,0.3,0.47,0.47,0.35,0.28,0.53,0.48,0.41,1,0.53,0.47,0.6,0.54,0.23,0.09,0.09,0.35,0.19,0.26,0.3,0.36,0.46,0.53,0.54,0.58,0.69,0,1,1,1,1,1,0.97,0.46,1,0.67,0,0.14,0.62,0.46,0.42,0.42,0.71,1,1,0.04,0.04,0.06,0.1,0.14,0.16,0.12,0.62,0.45,0.42,0.02,0.01,0.86,0.61,0.66,0.83,0.76,0.02,0.1,0.97,0.14,0.03,0.12,0.34,0.1,1,0,0,1,0,1,0.03,0.14,0.67,0.08,0.3,0.13,0.05,0.02,0.89,0,0.5,0.07,0.39 +42,29,60120,Phoenixvilleborough,2,0.01,0.31,0.13,0.88,0.07,0.02,0.24,0.5,0.25,0.48,0.02,1,0.33,0.6,0.08,0.5,0.5,0.28,0.55,0.37,0.34,0.34,0.31,0,0.11,0.22,0.24,0.01,0.13,0.32,0.44,0.29,0.19,0.6,0.54,0.33,0.48,0.32,0.51,0.52,0.53,0.54,0.41,0.61,0.64,0.71,0.62,0.49,0.59,0.01,0.22,0,0.03,0.15,0.14,0.23,0.01,0.03,0.03,0.04,0.88,0.07,0.2,0.17,0.33,0.43,0.24,0.53,0.06,0.48,0.5,0.02,0.8,0.48,0.22,0.43,0.27,0.09,0.08,0.22,0.2,0.2,0.45,0.43,0.46,0.44,0.45,0.54,0.58,0,0,0.1,0.82,0.61,0.6,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.35,0.1,?,?,?,?,0,?,0.09 +51,630,29744,Fredericksburgcity,2,0.01,0.39,0.42,0.64,0.06,0.04,0.72,0.81,0.76,0.43,0.03,1,0.25,0.56,0.16,0.41,0.51,0.26,0.44,0.29,0.3,0.34,0.24,0.17,0.16,0.22,0.35,0.02,0.32,0.39,0.45,0.42,0.16,0.49,0.13,0.5,0.34,0.44,0.67,0.67,0.54,0.62,0.34,0.38,0.4,0.53,0.39,0.6,0.67,0.02,0.54,0,0.67,0.59,0.61,0.67,0.14,0.1,0.1,0.1,0.94,0.07,0.21,0.15,0.25,0.32,0.28,0.21,0.12,0.71,0,0.03,0.7,0.21,0.26,0.26,0.52,0.52,0.24,0.22,0.24,0.29,0.4,0.41,0.42,0.42,0.54,0.41,0.32,0.01,0.14,0.08,0.58,0.36,0.17,0.5,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.15,0.12,?,?,?,?,0,?,0.18 +12,?,?,Hallandalecity,2,0.03,0,0.28,0.76,0.03,0.16,0.04,0.09,0.05,1,0.05,1,0.15,0,0.12,0.58,1,0.2,0.47,0.19,0.4,0.45,0.17,0.42,0.48,0.27,0.41,0.04,0.42,0.38,0.56,0.21,0.47,0,0.17,0.25,0.24,0.38,0.66,0.21,0.43,0.55,0.01,0.23,0.23,0.33,0.2,0.27,0.24,0.03,0.33,0.05,0.16,0.23,0.3,0.33,0.27,0.35,0.42,0.42,0.56,0.18,0.08,0.05,0,0,0.19,0.54,0.22,1,0,0.41,0,0.6,0.08,0.51,0.67,0.23,0.2,0.16,0.15,0.19,0.35,0.38,0.47,0.4,0.99,0.69,0.4,0,0,0.74,0.06,0.62,0.58,0.51,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.62,0.21,?,?,?,?,0,?,0.8 +39,139,47138,Mansfieldcity,3,0.07,0.36,0.35,0.71,0.04,0.02,0.4,0.5,0.34,0.49,0.08,1,0.18,0.41,0.1,0.4,0.54,0.56,0.57,0.22,0.23,0.24,0.2,0.16,0.88,0.09,0.21,0.08,0.47,0.38,0.53,0.19,0.58,0.28,0.67,0.35,0.67,0.29,0.66,0.49,0.68,0.69,0.4,0.42,0.43,0.46,0.48,0.45,0.41,0.04,0.38,0.01,0.15,0.17,0.16,0.16,0.03,0.03,0.02,0.02,0.92,0.04,0.2,0.17,0.32,0.37,0.29,0.51,0.07,0.54,0.5,0.09,0.69,0.49,0.57,0.56,0.29,0.55,0.2,0.05,0.05,0.07,0.15,0.17,0.16,0.18,0.43,0.18,0.39,0.02,0,0.08,0.78,0.55,0.76,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.15,0.07,?,?,?,?,0,?,1 +55,79,53000,Milwaukeecity,3,0.99,0.42,0.59,0.44,0.11,0.11,0.44,0.56,0.37,0.39,0.99,1,0.2,0.45,0.11,0.44,0.48,0.75,0.47,0.21,0.2,0.28,0.18,0.13,0.15,0.18,0.22,1,0.59,0.33,0.49,0.22,0.59,0.42,0.51,0.45,0.56,0.3,0.62,0.69,0.61,0.64,0.55,0.18,0.21,0.2,0.16,0.45,0.45,1,0.98,0.2,0.37,0.37,0.4,0.44,0.12,0.11,0.11,0.11,0.82,0.12,0.43,0.34,0.42,0.47,0.42,0.31,0.2,0.62,0,0.73,0.8,0.31,0.86,0.44,0.21,0.33,0.46,0.09,0.08,0.07,0.25,0.27,0.3,0.28,0.59,0.41,0.57,0.3,0.12,0.14,0.71,0.52,0.79,0.75,0.41,0.29,0.63,0.32,0.16,0.1,0.1,0.29,0.56,0.72,0.3,0.12,0,0.28,0.16,0.79,0.57,0.28,0.55,0.62,0.37,0.38,0.57,0.5,0.24,0.25,0.4 +22,?,?,Pinevillecity,3,0,0.45,0.41,0.65,0.09,0.02,0.56,0.6,0.46,0.45,0.02,1,0.14,0.48,0.16,0.35,0.49,0.42,0.56,0.16,0.16,0.2,0.15,0.19,0.04,0.36,0.17,0.02,0.55,0.43,0.48,0.3,0.51,0.34,0.15,0.79,0.29,0.45,0.57,0.41,0.69,0.67,0.49,0.5,0.49,0.64,0.55,0.58,0.47,0.01,0.24,0,0.07,0.78,0.93,0.91,0.01,0.11,0.12,0.11,0.89,0.06,0.25,0.22,0.4,0.41,0.41,0.43,0.18,0.6,0,0.03,0.57,0.44,0.35,0.58,0.56,0.45,0.07,0.06,0.08,0.09,0.12,0.15,0.14,0.17,0.34,0.2,0.6,0,0,0.06,0.78,0.5,0.66,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0.06,?,?,?,?,0,?,0.05 +48,?,?,GalenaParkcity,3,0,0.76,0.2,0.45,0.01,0.87,0.55,0.52,0.34,0.35,0.02,1,0.21,0.58,0.12,0.2,0.47,0.22,0.56,0.21,0.13,0.18,0.2,0.1,0,0.18,0.21,0.02,0.51,0.88,0.82,0.03,0.54,0.34,0.47,0.19,0.89,0.08,0.45,0.39,0.44,0.46,0.9,0.73,0.67,0.78,0.78,0.28,0.11,0.01,0.24,0.01,0.37,0.33,0.33,0.42,0.5,0.39,0.35,0.41,0.25,0.62,0.91,0.91,0.84,0.7,1,0.58,0.79,0.5,0.5,0.01,0.72,0.65,0.63,0.8,0.31,0.51,0.09,0.04,0.03,0.02,0.2,0.2,0.19,0.27,0.31,0.17,0.31,0,0,0.57,0.61,0.56,0.86,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.17,0.05,?,?,?,?,0,?,0.21 +6,?,?,LosBanoscity,3,0.01,0.64,0.05,0.56,0.11,0.67,0.44,0.48,0.27,0.42,0,0,0.22,0.49,0.93,0.29,0.47,0.85,0.34,0.23,0.21,0.26,0.17,0.15,0.45,0.19,0.25,0.02,0.51,0.63,0.65,0.18,0.69,0.35,0.22,0.34,0.47,0.28,0.48,0.35,0.57,0.55,0.67,0.52,0.52,0.43,0.59,0.21,0.34,0.01,0.24,0.02,0.29,0.29,0.36,0.44,0.34,0.3,0.34,0.38,0.38,0.5,0.54,0.52,0.65,0.57,0.75,0.46,0.6,0.43,0.5,0.01,0.78,0.52,0.03,0.21,0.63,0.37,0.16,0.24,0.26,0.28,0.24,0.26,0.27,0.27,0.64,0.54,0.37,0.01,0,0.5,0.59,0.53,0.61,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.17,0,?,?,?,?,0,?,0.68 +4,?,?,Avondalecity,3,0.01,0.77,0.09,0.37,0.08,0.95,0.55,0.59,0.38,0.2,0,0,0.21,0.58,0.22,0.18,0.23,0.81,0.31,0.19,0.13,0.2,0.12,0.07,0.18,0.17,0.19,0.04,0.75,0.96,0.76,0.13,0.76,0.35,0.34,0.24,0.56,0.23,0.6,0.47,0.58,0.61,0.88,0.48,0.41,0.38,0.47,0.33,0.19,0.02,0.44,0.01,0.45,0.47,0.5,0.49,0.33,0.3,0.29,0.26,0.25,0.53,0.79,0.77,0.81,0.8,0.79,0.51,0.82,0.55,0.5,0.03,0.5,0.53,0.35,0.21,0.77,0.87,0.25,0.09,0.11,0.18,0.13,0.23,0.24,0.25,0.64,0.51,0.76,0,0.08,0.31,0.45,0.39,0.67,0.47,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.06,0.04,?,?,?,?,0,?,0.32 +27,3,12700,ColumbiaHeightscity,3,0.01,0.32,0.02,0.94,0.09,0.02,0.3,0.42,0.25,0.51,0.03,1,0.31,0.53,0.23,0.56,0.55,0.28,0.6,0.34,0.3,0.3,0.13,0.13,0.2,0.23,0.26,0.01,0.22,0.26,0.35,0.19,0.36,0.58,0.51,0.31,0.46,0.24,0.5,0.42,0.49,0.52,0.36,0.53,0.57,0.56,0.66,0.73,0.66,0.01,0.28,0,0.48,0.48,0.55,0.55,0.13,0.11,0.12,0.11,0.91,0.06,0.15,0.13,0.36,0.41,0.23,0.7,0.07,0.53,0.5,0.01,0.93,0.65,0.04,0.24,0.4,0.11,0,0.17,0.14,0.13,0.37,0.37,0.4,0.33,0.72,0.42,0.24,0,0,0.11,0.79,0.63,0.54,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.46,0.47,?,?,?,?,0,?,0.2 +8,?,?,CommerceCitycity,3,0.01,0.55,0.06,0.77,0.07,0.67,0.46,0.49,0.3,0.31,0.03,0.98,0.15,0.54,0.05,0.19,0.43,0.71,0.37,0.15,0.12,0.12,0.18,0.09,0.17,0.24,0.26,0.03,0.62,0.47,0.7,0.03,0.72,0.41,0.39,0.11,0.78,0.09,0.85,0.39,0.83,0.87,0.6,0.36,0.35,0.15,0.4,0.33,0.4,0.02,0.37,0,0.5,0.48,0.45,0.44,0.13,0.11,0.09,0.08,0.69,0.17,0.42,0.4,0.59,0.52,0.68,0.45,0.36,0.59,0,0.03,0.56,0.5,0.34,0.61,0.42,0.58,0.52,0.11,0.09,0.08,0.24,0.26,0.27,0.27,0.87,0.54,0.47,0.02,0,0.1,0.61,0.59,0.72,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.07,0.21,?,?,?,?,0,?,0.62 +37,?,?,RockyMountcity,3,0.06,0.41,0.97,0.23,0.02,0.01,0.44,0.47,0.29,0.42,0.08,1,0.21,0.52,0.26,0.28,0.49,0.55,0.31,0.23,0.25,0.42,0.19,0.14,0.42,0.14,0.3,0.08,0.48,0.47,0.58,0.26,0.34,0.52,0.67,0.27,0.74,0.36,0.55,0.44,0.61,0.62,0.49,0.3,0.3,0.31,0.36,0.66,0.62,0.1,0.79,0,0.32,0.42,0.54,0.46,0.02,0.02,0.02,0.02,0.96,0.04,0.27,0.25,0.45,0.44,0.48,0.4,0.19,0.53,0.5,0.07,0.75,0.41,0.14,0.33,0.58,0.52,0.37,0.09,0.1,0.12,0.08,0.14,0.18,0.21,0.44,0.32,0.64,0.01,0,0.02,0.86,0.55,0.62,0.73,0.01,0.2,0.98,0.27,0.02,0.17,0.27,0.2,0.36,0.47,0.53,0,0,0.37,0.01,0.64,0.1,0.07,0.16,0.03,0.04,0.01,0.96,1,0.36,0.12,0.53 +6,?,?,MenloParkcity,3,0.03,0.29,0.24,0.68,0.36,0.18,0.16,0.32,0.15,0.58,0.04,1,0.64,0.53,0.39,0.78,0.51,0.21,0.47,0.75,0.86,0.98,0.25,0.36,0.49,0.29,0.34,0.02,0.16,0.17,0.15,0.9,0.15,0.51,0.39,0.77,0.1,0.88,0.56,0.51,0.62,0.62,0.35,0.59,0.58,0.8,0.58,0.57,0.49,0.02,0.4,0.03,0.36,0.37,0.43,0.5,0.4,0.37,0.39,0.41,0.72,0.16,0.28,0.2,0.28,0.38,0.21,0.48,0.22,0.6,0,0.02,0.88,0.43,0.07,0.25,0.35,0.05,0.19,1,1,1,0.79,0.83,1,0.82,0.56,0.74,0.14,0.06,0.04,0.48,0.36,0.54,0.48,0.65,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.23,0.2,?,?,?,?,0,?,0.25 +12,?,?,FortPiercecity,3,0.04,0.41,0.83,0.29,0.03,0.12,0.37,0.41,0.28,0.66,0.06,1,0.12,0.23,0.28,0.34,0.73,0.56,0.61,0.13,0.16,0.3,0.12,0.09,0.59,0.17,0.24,0.1,0.78,0.63,0.77,0.16,0.86,0.2,0.13,0.36,0.46,0.21,0.77,0.47,0.76,0.79,0.46,0.06,0.02,0.07,0,0.57,0.58,0.08,0.91,0.02,0.35,0.52,0.57,0.73,0.22,0.3,0.3,0.35,0.81,0.18,0.49,0.41,0.42,0.27,0.6,0.31,0.45,0.79,0,0.16,0.23,0.4,0.16,0.2,0.65,0.94,0.45,0.1,0.09,0.1,0.19,0.25,0.27,0.26,0.9,0.42,0.36,0.17,0.06,0.27,0.38,0.43,0.64,0.58,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.25,0.17,?,?,?,?,0,?,1 +36,71,47042,Middletowncity,3,0.02,0.49,0.22,0.73,0.09,0.25,0.39,0.51,0.33,0.44,0,0,0.31,0.57,0.12,0.39,0.47,0.38,0.46,0.32,0.29,0.3,0.23,0.17,0.39,0.21,0.29,0.03,0.36,0.42,0.52,0.24,0.41,0.51,0.27,0.59,0.47,0.35,0.53,0.57,0.58,0.58,0.53,0.43,0.44,0.48,0.34,0.57,0.63,0.03,0.53,0.02,0.43,0.44,0.45,0.52,0.3,0.27,0.25,0.26,0.69,0.26,0.32,0.28,0.48,0.49,0.49,0.37,0.2,0.56,0,0.03,0.71,0.38,0.12,0.4,0.13,0.26,0.32,0.28,0.28,0.26,0.44,0.46,0.5,0.48,0.79,0.59,0.68,0.07,0,0.29,0.75,0.55,0.69,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.41,0.17,?,?,?,?,0,?,0.2 +37,?,?,Morgantoncity,3,0.01,0.35,0.3,0.74,0.08,0,0.31,0.4,0.26,0.61,0,0,0.22,0.51,0.6,0.41,0.62,0.26,0.58,0.26,0.26,0.28,0.2,0.08,0.51,0.16,0.28,0.01,0.27,0.62,0.61,0.29,0.21,0.38,0.79,0.67,0.63,0.47,0.58,0.47,0.67,0.66,0.26,0.45,0.46,0.59,0.38,0.62,0.73,0.01,0.28,0,0.3,0.55,0.51,0.44,0.02,0.03,0.03,0.02,0.98,0.02,0.08,0.08,0.26,0.27,0.28,0.51,0.06,0.58,0,0.03,0.69,0.51,0.15,0.62,0.5,0.39,0.23,0.09,0.09,0.12,0.12,0.16,0.17,0.19,0.1,0.32,0.29,0,0,0.02,0.79,0.61,0.69,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.07,0.01,?,?,?,?,0,?,0.21 +24,510,4000,Baltimorecity,3,1,0.44,1,0.07,0.06,0.02,0.38,0.5,0.33,0.44,1,1,0.21,0.44,0.09,0.27,0.52,0.81,0.51,0.21,0.23,0.37,0.23,0.14,0.29,0.31,0.43,1,0.58,0.51,0.69,0.24,0.61,0.35,0.26,0.56,0.45,0.34,0.78,0.74,0.73,0.79,0.57,0.01,0,0.06,0.03,0.47,0.48,1,1,0.16,0.4,0.41,0.46,0.46,0.09,0.08,0.08,0.07,0.9,0.06,0.5,0.4,0.45,0.47,0.47,0.35,0.21,0.51,0.5,1,0.63,0.36,1,0.62,0.13,0.47,0.45,0.09,0.08,0.09,0.19,0.24,0.27,0.27,0.55,0.34,0.5,0.67,0.89,0.09,0.75,0.65,0.82,0.81,0.63,0.4,0.37,0.47,0.74,0.39,0.33,0.4,0.28,0.56,0.67,0.01,0.06,0.48,0.37,0.64,0.18,0.23,0.76,1,0.67,0.58,0.74,0,0.36,0.34,1 +34,1,25560,Gallowaytownship,3,0.02,0.59,0.14,0.83,0.16,0.07,0.58,0.68,0.53,0.21,0.02,0.64,0.5,0.78,0.19,0.4,0.29,0.13,0.36,0.47,0.38,0.36,0.47,0.27,0.39,0.32,0.44,0.01,0.1,0.17,0.3,0.32,0.22,0.68,0.09,0.26,0.26,0.35,0.4,0.57,0.38,0.4,0.49,0.71,0.71,0.78,0.65,0.56,0.59,0.01,0.2,0.01,0.14,0.23,0.36,0.35,0.04,0.06,0.08,0.07,0.85,0.06,0.21,0.2,0.51,0.53,0.44,0.65,0.1,0.52,0.5,0.05,0.56,0.63,0.07,0.48,0.9,0.1,0.24,0.25,0.25,0.26,0.68,0.6,0.6,0.66,0.37,0.57,0.37,0,0,0.12,0.63,0.35,0.43,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.26,0.02,0.09,?,?,?,?,0,?,0.1 +12,?,?,Sebastiancity,3,0,0.34,0.02,0.97,0.06,0.03,0.22,0.24,0.11,0.92,0,0,0.25,0.2,0.14,0.45,0.89,0.16,1,0.23,0.24,0.22,0.11,0.23,0.41,0.47,0.35,0.01,0.17,0.24,0.46,0.14,0.34,0.21,0.16,0.3,0.38,0.29,0.41,0.08,0.35,0.38,0.22,0.74,0.71,0.8,0.71,0.54,0.55,0,0.14,0,0.06,0.1,0.14,0.21,0.02,0.03,0.04,0.06,0.91,0.03,0.09,0.11,0.38,0.3,0.66,0.75,0.08,0.58,0,0.02,0.58,0.81,0.02,0.3,0.94,0.19,0.11,0.15,0.13,0.12,0.45,0.4,0.4,0.45,0.46,0.51,0.19,0,0,0.16,0.16,0.21,0.15,0.17,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.07,0,?,?,?,?,0,?,0.14 +18,?,?,Greenfieldcity,3,0,0.48,0,0.99,0.03,0.02,0.42,0.49,0.3,0.43,0,0,0.29,0.61,0.53,0.43,0.53,0.22,0.6,0.3,0.25,0.24,0.17,0.34,0.13,0.81,0.44,0.01,0.19,0.32,0.42,0.19,0.24,0.52,0.46,0.35,0.56,0.31,0.53,0.25,0.52,0.55,0.5,0.72,0.71,0.85,0.71,0.76,0.71,0,0.08,0,0.23,0.17,0.21,0.18,0.02,0.01,0.02,0.01,0.96,0.03,0.21,0.22,0.48,0.5,0.44,0.62,0.09,0.45,0.5,0.01,0.86,0.61,0.09,0.54,0.42,0.27,0.36,0.1,0.09,0.1,0.23,0.25,0.24,0.26,0.25,0.13,0.28,0,0,0.04,0.8,0.53,0.68,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.16,0,?,?,?,?,0,?,0.01 +34,3,22560,Fairviewborough,3,0,0.36,0.03,0.86,0.2,0.29,0.27,0.49,0.29,0.59,0.02,1,0.35,0.52,0.26,0.46,0.59,0.16,0.32,0.37,0.34,0.33,0.27,0.07,0.34,0.29,0.43,0.01,0.22,0.61,0.68,0.23,0.49,0.49,0.36,0.24,0.39,0.36,0.26,0.57,0.31,0.29,0.49,0.72,0.74,0.74,0.77,0.27,0.41,0,0.24,0.02,0.48,0.44,0.42,0.46,0.97,0.78,0.68,0.67,0.29,0.51,0.25,0.22,0.41,0.56,0.36,0.26,0.26,0.75,0,0.02,0.65,0.23,0.02,0.42,0.29,0.15,0.12,0.49,0.47,0.46,0.53,0.6,0.66,0.58,0.66,0.64,1,0,0,0.85,0.51,0.63,0.57,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,1,1,?,?,?,?,0,?,0.13 +25,1,59735,Sandwichtown,3,0.01,0.51,0.01,0.98,0.03,0.01,0.34,0.33,0.18,0.46,0,0.07,0.53,0.51,0.48,0.53,0.52,0.1,0.7,0.5,0.42,0.41,0.38,0.22,0.17,0.33,0.44,0.01,0.11,0.05,0.11,0.54,0.24,0.56,0.15,0.42,0.18,0.5,0.27,0.23,0.32,0.31,0.49,0.83,0.86,0.89,0.82,0.23,0.42,0,0.05,0,0.14,0.18,0.18,0.16,0.03,0.04,0.03,0.03,0.93,0.02,0.19,0.2,0.54,0.53,0.43,0.84,0.04,0.35,0.5,0.09,0,0.83,0.09,0.22,0.81,0.01,0.1,0.42,0.4,0.4,0.55,0.62,0.71,0.71,0.62,0.68,0.76,0,0,0.1,0.72,0.46,0.5,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.03,0.05,?,?,?,?,0,?,0.22 +48,?,?,Borgercity,3,0.01,0.41,0.08,0.76,0.03,0.24,0.42,0.41,0.25,0.57,0,0,0.24,0.4,0.26,0.42,0.58,0.25,0.58,0.27,0.23,0.25,0.17,0.23,0.22,0.15,0.19,0.02,0.39,0.44,0.54,0.18,0.47,0.28,0.43,0.22,0.5,0.3,0.51,0.19,0.34,0.43,0.44,0.74,0.73,0.71,0.76,0.31,0.28,0.01,0.16,0.01,0.44,0.41,0.49,0.69,0.17,0.14,0.15,0.19,0.8,0.18,0.23,0.22,0.43,0.41,0.45,0.68,0.21,0.55,0,0.04,0.47,0.69,0.38,0.79,0.35,0.55,0.48,0.03,0.03,0.05,0.12,0.14,0.16,0.16,0.47,0.14,0.28,0,0,0.16,0.59,0.62,0.68,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0,?,?,?,?,0,?,0.1 +1,?,?,Annistoncity,3,0.03,0.34,0.86,0.3,0.04,0.01,0.41,0.42,0.27,0.59,0.04,1,0.12,0.32,0.19,0.28,0.67,0.52,0.57,0.18,0.21,0.35,0.15,0.26,0.18,0.84,0.33,0.06,0.65,0.48,0.58,0.28,0.79,0.22,0.44,0.43,0.54,0.41,0.69,0.36,0.67,0.71,0.42,0.28,0.24,0.38,0.27,0.49,0.49,0.04,0.55,0,0.22,0.28,0.45,0.4,0.02,0.02,0.03,0.03,0.95,0.02,0.25,0.22,0.36,0.34,0.41,0.5,0.13,0.51,0.5,0.07,0.56,0.52,0.31,0.6,0.4,0.55,0.33,0.05,0.07,0.09,0.02,0.09,0.13,0.13,0.41,0.38,0.47,0.01,0.02,0.04,0.77,0.59,0.7,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.11,0.04,?,?,?,?,0,?,1 +25,17,21990,Everettcity,3,0.04,0.34,0.06,0.91,0.11,0.07,0.3,0.52,0.32,0.54,0.06,1,0.32,0.49,0.06,0.44,0.58,0.41,0.57,0.35,0.31,0.3,0.36,0.42,0.25,0.3,0.29,0.03,0.24,0.32,0.47,0.16,0.49,0.47,0.27,0.43,0.35,0.29,0.37,0.6,0.43,0.42,0.44,0.53,0.59,0.51,0.48,0.19,0.27,0.02,0.23,0.03,0.36,0.41,0.41,0.4,0.29,0.29,0.26,0.23,0.74,0.2,0.21,0.18,0.36,0.47,0.34,0.28,0.11,0.71,0,0.05,0.78,0.26,0.07,0.45,0,0.1,0.29,0.41,0.39,0.34,0.43,0.48,0.55,0.52,0.42,0.64,0.5,0,0,0.33,0.84,0.75,0.82,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.88,0.98,?,?,?,?,0,?,0.69 +34,3,52320,NorthArlingtonborough,3,0.01,0.33,0,0.94,0.21,0.11,0.26,0.37,0.22,0.74,0.02,1,0.46,0.49,0.25,0.68,0.73,0.16,0.85,0.49,0.45,0.45,0.64,0,0.23,0.35,0.53,0,0.08,0.37,0.46,0.25,0.26,0.48,0.4,0.32,0.28,0.4,0.19,0.42,0.26,0.24,0.41,0.81,0.84,0.88,0.83,0.19,0.36,0,0.09,0.01,0.18,0.21,0.27,0.32,0.19,0.19,0.23,0.24,0.68,0.21,0.15,0.14,0.36,0.52,0.21,0.54,0.07,0.64,0,0.04,0.51,0.46,0.01,0.38,0.15,0.05,0.14,0.5,0.46,0.41,0.48,0.46,0.51,0.44,0.26,0.35,0.65,0,0,0.44,0.73,0.9,0.73,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.45,0.47,?,?,?,?,0,?,0.06 +21,?,?,Covingtoncity,3,0.05,0.36,0.15,0.87,0.02,0.01,0.38,0.51,0.31,0.45,0.07,1,0.16,0.41,0.11,0.31,0.59,0.48,0.41,0.18,0.17,0.18,0.16,0.11,0.09,0.32,0.42,0.08,0.52,0.6,0.66,0.14,0.49,0.39,0.38,0.28,0.53,0.25,0.87,0.48,0.74,0.83,0.53,0.36,0.37,0.32,0.38,0.49,0.51,0.05,0.51,0,0.29,0.26,0.25,0.3,0.01,0.01,0.01,0.01,0.97,0.02,0.34,0.26,0.36,0.45,0.32,0.42,0.2,0.74,0,0.09,0.61,0.39,0.85,0.6,0,0.5,0.33,0.05,0.05,0.05,0.12,0.15,0.17,0.14,0.48,0.22,0.36,0.03,0,0.01,0.77,0.55,0.71,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.27,0.39,?,?,?,?,0,?,0.66 +42,11,72824,Springtownship,3,0.01,0.43,0.02,0.96,0.09,0.01,0.33,0.35,0.2,0.49,0.03,0.87,0.49,0.56,0.15,0.8,0.52,0.06,0.68,0.48,0.45,0.44,0.46,0,0.3,0.28,0.23,0,0.05,0.16,0.24,0.44,0.1,0.55,0.52,0.42,0.32,0.55,0.26,0.23,0.31,0.3,0.41,0.82,0.85,0.77,0.7,0.51,0.65,0,0.12,0,0.22,0.16,0.21,0.25,0.05,0.03,0.04,0.04,0.91,0.02,0.08,0.1,0.46,0.5,0.29,0.78,0.02,0.29,0.5,0.01,0.89,0.75,0,0.34,0.58,0.02,0.09,0.23,0.23,0.23,0.43,0.41,0.4,0.4,0.51,0.34,0.22,0,0,0.09,0.84,0.69,0.79,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.09,0.05,?,?,?,?,0,?,0.03 +48,?,?,WhiteSettlementcity,3,0.01,0.49,0.09,0.85,0.1,0.13,0.43,0.53,0.33,0.33,0.02,1,0.22,0.69,0.21,0.27,0.36,0.18,0.38,0.22,0.19,0.19,0.15,0.1,0.17,0.31,0.28,0.02,0.33,0.31,0.51,0.09,0.33,0.56,0.59,0.18,0.42,0.2,0.74,0.29,0.78,0.79,0.49,0.53,0.56,0.5,0.46,0.53,0.58,0.01,0.21,0,0.25,0.33,0.28,0.28,0.05,0.06,0.05,0.04,0.9,0.04,0.18,0.18,0.49,0.45,0.56,0.39,0.22,0.6,0,0.03,0.63,0.43,0.18,0.46,0.54,0.54,0.41,0.08,0.06,0.05,0.26,0.26,0.26,0.26,0.29,0.09,0.49,0,0,0.08,0.62,0.38,0.63,0.61,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.26,0.02,?,?,?,?,0,?,0.16 +42,19,16920,Cranberrytownship,3,0.01,0.54,0.01,0.99,0.02,0.01,0.33,0.43,0.19,0.2,0,0,0.48,0.79,0.24,0.62,0.28,0.07,0.34,0.43,0.39,0.37,0.94,0.28,0.23,0.75,0.99,0,0.05,0.06,0.14,0.47,0.25,0.71,0.32,0.4,0.26,0.49,0.26,0.24,0.3,0.29,0.57,0.9,0.9,0.93,0.83,0.33,0.38,0,0.05,0,0.28,0.2,0.21,0.35,0.03,0.02,0.02,0.03,0.98,0.01,0.13,0.15,0.59,0.63,0.28,0.87,0.03,0.3,0.5,0.01,0.84,0.82,0.03,0.24,0.81,0.03,0.23,0.18,0.18,0.19,0.48,0.42,0.45,0.49,0.26,0.47,0.28,0,0,0.04,0.86,0.53,0.38,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.05,0.03,?,?,?,?,0,?,0 +45,?,?,Andersoncity,3,0.03,0.35,0.67,0.47,0.02,0.01,0.45,0.48,0.36,0.66,0.04,1,0.13,0.37,0.15,0.33,0.74,0.42,0.47,0.17,0.19,0.27,0.16,0.12,0.18,0.23,0.27,0.04,0.52,0.63,0.66,0.26,0.48,0.34,0.63,0.45,0.65,0.32,0.57,0.5,0.58,0.61,0.42,0.26,0.25,0.35,0.28,0.66,0.74,0.04,0.64,0,0.39,0.34,0.33,0.28,0.02,0.01,0.01,0.01,0.97,0.03,0.26,0.22,0.32,0.3,0.4,0.38,0.18,0.64,0,0.05,0.65,0.41,0.18,0.63,0.46,0.69,0.14,0.07,0.08,0.09,0.07,0.13,0.17,0.17,0.39,0.41,0.47,0.01,0.01,0.02,0.8,0.51,0.75,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.18,0.05,?,?,?,?,0,?,0.76 +48,?,?,NewBraunfelscity,3,0.03,0.48,0.02,0.78,0.02,0.65,0.42,0.43,0.28,0.58,0,0,0.24,0.42,0.61,0.5,0.64,0.26,0.54,0.25,0.23,0.24,0.26,0.22,0.16,0.19,0.23,0.04,0.39,0.62,0.55,0.29,0.36,0.39,0.41,0.44,0.46,0.39,0.41,0.28,0.45,0.45,0.52,0.67,0.64,0.79,0.64,0.57,0.61,0,0.07,0.01,0.23,0.39,0.45,0.51,0.08,0.12,0.12,0.13,0.39,0.31,0.35,0.33,0.49,0.47,0.52,0.55,0.34,0.6,0,0.06,0.6,0.56,0.14,0.37,0.67,0.49,0.4,0.1,0.12,0.13,0.24,0.27,0.27,0.28,0.56,0.44,0.35,0.01,0.03,0.14,0.79,0.59,0.6,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.09,0,?,?,?,?,0,?,0.71 +6,?,?,Oceansidecity,3,0.19,0.49,0.15,0.62,0.37,0.42,0.35,0.53,0.33,0.47,0.2,1,0.36,0.49,0.27,0.5,0.5,0.37,0.75,0.34,0.32,0.37,0.26,0.27,0.24,0.23,0.27,0.12,0.26,0.25,0.31,0.29,0.43,0.48,0.32,0.27,0.37,0.34,0.48,0.33,0.58,0.55,0.49,0.64,0.6,0.68,0.55,0.48,0.46,0.07,0.28,0.13,0.43,0.51,0.54,0.56,0.48,0.49,0.48,0.45,0.59,0.4,0.43,0.4,0.53,0.43,0.64,0.43,0.44,0.64,0,0.23,0.65,0.49,0.04,0.18,0.81,0.21,0.21,0.39,0.43,0.45,0.62,0.58,0.63,0.57,0.81,0.92,0.21,0.03,1,0.46,0.32,0.2,0.33,0.39,0.03,0.1,0.96,0.13,0.07,0.19,0.56,0.1,0.84,0.68,0.07,0.34,0.4,0.3,0.04,0.43,0.54,0.12,0.26,0.23,0.12,0.05,0.81,0.5,0.67,0.16,0.42 +44,9,77000,Westerlytown,3,0.02,0.39,0.01,0.97,0.06,0.01,0.32,0.46,0.28,0.55,0,0,0.38,0.53,0.21,0.55,0.56,0.25,0.62,0.41,0.39,0.37,0.38,0.26,0.25,0.54,0.37,0.01,0.16,0.29,0.42,0.32,0.47,0.5,0.57,0.38,0.39,0.43,0.37,0.36,0.37,0.38,0.42,0.7,0.73,0.78,0.71,0.54,0.6,0,0.09,0.01,0.06,0.09,0.13,0.21,0.02,0.03,0.04,0.06,0.81,0.06,0.15,0.14,0.41,0.48,0.32,0.57,0.06,0.48,0.5,0.11,0.15,0.53,0.04,0.85,0.48,0.08,0.11,0.37,0.37,0.41,0.35,0.4,0.47,0.43,0.55,0.5,0.37,0.01,0,0.16,0.58,0.59,0.66,0.43,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.06,0.03,?,?,?,?,0,?,0.03 +6,?,?,Sacramentocity,3,0.58,0.39,0.3,0.39,0.92,0.3,0.37,0.5,0.31,0.38,0.58,1,0.27,0.46,0.16,0.41,0.41,0.79,0.5,0.28,0.31,0.38,0.26,0.18,0.25,0.28,0.34,0.57,0.45,0.35,0.39,0.37,0.49,0.42,0.14,0.43,0.29,0.48,0.75,0.56,0.78,0.8,0.53,0.37,0.4,0.45,0.37,0.36,0.36,0.34,0.45,0.34,0.39,0.42,0.48,0.62,0.37,0.35,0.37,0.44,0.59,0.39,0.46,0.36,0.4,0.4,0.44,0.38,0.39,0.63,0,0.47,0.78,0.4,0.46,0.27,0.52,0.22,0.37,0.23,0.27,0.31,0.34,0.37,0.44,0.37,0.69,0.54,0.24,0.75,0.61,0.41,0.54,0.41,0.6,0.71,0.12,0.14,0.87,0.18,0.15,0.15,0.34,0.14,0.63,0.46,0.14,0.28,1,0.4,0.19,0.79,0.24,0.28,0.32,0.23,0.27,0.19,0.83,0.5,0.89,0.21,0.53 +55,79,10375,BrownDeervillage,3,0,0.37,0.13,0.87,0.11,0.02,0.3,0.39,0.22,0.42,0.02,1,0.54,0.74,0.14,0.82,0.38,0.06,0.43,0.53,0.45,0.43,0.52,0.17,0.36,0.35,0.32,0,0.11,0.24,0.21,0.49,0.04,0.7,0.55,0.44,0.33,0.62,0.33,0.38,0.31,0.33,0.4,0.87,0.83,0.91,0.76,0.61,0.74,0,0.04,0,0.24,0.22,0.31,0.31,0.08,0.06,0.08,0.07,0.89,0.05,0.14,0.14,0.38,0.51,0.07,0.79,0.03,0.39,0.5,0.01,0.84,0.69,0,0.07,0.56,0,0.2,0.19,0.17,0.15,0.54,0.47,0.53,0.46,0.27,0.37,0.46,0,0,0.13,0.81,0.72,0.83,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.23,0.1,?,?,?,?,0,?,0.06 +28,?,?,Meridiancity,3,0.05,0.38,0.88,0.3,0.03,0.01,0.44,0.46,0.31,0.54,0,0,0.11,0.31,0.11,0.27,0.63,0.61,0.45,0.14,0.19,0.33,0.13,0.03,0.58,0.24,0.35,0.1,0.74,0.45,0.55,0.24,0.63,0.28,0.35,0.5,0.43,0.37,0.67,0.45,0.67,0.7,0.48,0.23,0.23,0.22,0.21,0.61,0.57,0.08,0.74,0,0.29,0.35,0.51,0.51,0.01,0.01,0.01,0.01,0.98,0.01,0.32,0.28,0.38,0.36,0.43,0.46,0.19,0.5,0.5,0.08,0.64,0.48,0.36,0.65,0.46,0.62,0.56,0.06,0.06,0.07,0.04,0.11,0.14,0.11,0.5,0.27,0.39,0.02,0.06,0.01,0.83,0.62,0.79,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.1,0.03,?,?,?,?,0,?,0.18 +23,5,86025,Windhamtown,3,0,0.56,0,0.99,0.01,0.01,0.41,0.5,0.32,0.3,0,0,0.42,0.72,0.25,0.57,0.35,0.13,0.42,0.39,0.34,0.32,0.13,0.02,0.08,1,0.22,0,0.09,0.14,0.25,0.31,0.24,0.6,0.35,0.38,0.42,0.38,0.56,0.37,0.42,0.49,0.47,0.75,0.76,0.79,0.79,0.74,0.81,0,0.17,0,0.16,0.22,0.4,0.34,0.02,0.03,0.05,0.04,0.93,0,0.15,0.16,0.53,0.56,0.36,0.79,0.05,0.48,0.5,0.03,0.45,0.76,0.19,1,0.67,0.08,1,0.26,0.26,0.26,0.41,0.44,0.47,0.47,0.29,0.5,0.24,0,0,0.06,0.79,0.67,0.83,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.13,0.02,0.01,?,?,?,?,0,?,0.04 +34,31,79820,WestPatersonborough,3,0,0.4,0.03,0.93,0.14,0.08,0.27,0.48,0.29,0.45,0.02,1,0.55,0.71,0.31,0.64,0.51,0.15,0.5,0.55,0.55,0.5,1,0,0.3,0.45,0.55,0,0.09,0.43,0.44,0.33,0.22,0.65,0.52,0.31,0.3,0.49,0.36,0.45,0.35,0.37,0.43,0.77,0.78,0.89,0.67,0.39,0.32,0,0.1,0.01,0.21,0.23,0.31,0.34,0.23,0.21,0.26,0.27,0.57,0.25,0.17,0.17,0.44,0.54,0.3,0.56,0.08,0.5,0.5,0.01,0.85,0.51,0,0.35,0.48,0.01,0.14,0.52,0.5,0.51,0.76,0.63,0.68,0.63,0.27,0.64,0.61,0,0,0.46,0.7,0.72,0.69,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.31,0.18,?,?,?,?,0,?,0.1 +36,65,63418,Romecity,3,0.06,0.53,0.15,0.84,0.08,0.07,0.41,0.59,0.39,0.44,0.07,0.97,0.21,0.49,0.11,0.48,0.54,0.4,0.77,0.22,0.21,0.21,0.21,0.14,0.26,0.15,0.16,0.04,0.31,0.31,0.44,0.23,0.35,0.37,0.29,0.57,0.35,0.39,0.43,0.55,0.46,0.45,0.48,0.59,0.63,0.6,0.61,0.43,0.47,0.02,0.22,0.01,0.19,0.23,0.26,0.33,0.06,0.06,0.06,0.08,0.85,0.07,0.22,0.2,0.43,0.46,0.42,0.43,0.1,0.48,0.5,0.05,0.8,0.43,0.06,0.35,0.19,0.31,0.34,0.13,0.13,0.13,0.22,0.25,0.26,0.25,0.55,0.32,0.63,0,0,0.13,0.71,0.51,0.57,0.5,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.22,0.05,0.08,?,?,?,?,0,?,0.06 +9,3,65370,RockyHilltown,3,0.01,0.37,0.05,0.93,0.1,0.03,0.21,0.45,0.23,0.47,0.03,0.97,0.6,0.78,0.32,0.73,0.38,0.05,0.5,0.63,0.58,0.56,0.56,0.26,0.36,0.64,0.75,0,0.06,0.18,0.24,0.51,0.08,0.69,0.24,0.36,0.15,0.64,0.64,0.45,0.39,0.52,0.37,0.84,0.86,0.88,0.79,0.83,0.83,0,0.12,0.01,0.15,0.15,0.18,0.24,0.09,0.08,0.09,0.11,0.76,0.09,0.05,0.05,0.32,0.42,0.17,0.66,0.02,0.63,0,0.03,0.7,0.59,0.03,0.25,0.69,0.03,0.11,0.46,0.46,0.46,0.8,0.71,0.78,0.74,0.4,0.47,0.24,0,0,0.26,0.63,0.56,0.65,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.1,0.14,?,?,?,?,0,?,0.04 +6,81,93170,SouthSanFranciscodivision,3,0.43,0.53,0.09,0.41,1,0.36,0.34,0.46,0.29,0.37,0.44,1,0.52,0.65,0.19,0.55,0.39,0.27,0.5,0.51,0.43,0.48,0.4,0.26,0.34,0.36,0.44,0.15,0.14,0.25,0.3,0.38,0.24,0.62,0.19,0.3,0.31,0.38,0.46,0.5,0.5,0.5,0.62,0.66,0.64,0.76,0.65,0.71,0.72,0.11,0.2,0.58,0.33,0.38,0.47,0.52,0.71,0.72,0.81,0.82,0.31,0.4,0.51,0.45,0.56,0.59,0.51,0.53,0.53,0.57,0,0.19,0.88,0.52,0.1,0.22,0.42,0.05,0.24,0.79,0.79,0.8,0.74,0.7,0.85,0.69,0.55,0.69,0.19,0.13,0.28,0.92,0.46,0.58,0.55,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.17,0.39,0.64,?,?,?,?,0,?,0.16 +8,?,?,GrandJunctioncity,3,0.03,0.24,0.02,0.88,0.06,0.2,0.42,0.44,0.35,0.64,0.05,1,0.12,0.29,0.31,0.44,0.59,0.46,0.54,0.15,0.22,0.23,0.15,0.14,0.13,0.22,0.23,0.05,0.57,0.28,0.39,0.28,0.56,0.3,0.19,0.52,0.39,0.4,0.87,0.42,0.79,0.86,0.3,0.36,0.43,0.42,0.32,0.36,0.46,0.01,0.13,0.01,0.28,0.33,0.39,0.42,0.07,0.07,0.08,0.07,0.86,0.07,0.14,0.11,0.2,0.25,0.22,0.39,0.11,0.63,0,0.05,0.75,0.38,0.22,0.4,0.48,0.39,0.22,0.09,0.08,0.09,0.14,0.18,0.19,0.15,0.53,0.44,0.29,0.03,0.07,0.1,0.47,0.28,0.43,0.54,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.16,0.01,?,?,?,?,0,?,0.24 +12,?,?,Longwoodcity,3,0.01,0.56,0.04,0.92,0.11,0.11,0.43,0.46,0.28,0.32,0.02,1,0.39,0.65,0.11,0.5,0.38,0.15,0.41,0.35,0.31,0.3,0.31,0.44,0.49,0.17,0.25,0,0.1,0.18,0.29,0.33,0.23,0.61,0.28,0.29,0.3,0.44,0.48,0.33,0.58,0.56,0.51,0.72,0.71,0.74,0.77,0.6,0.58,0,0.16,0.01,0.45,0.59,0.62,0.59,0.23,0.27,0.25,0.22,0.82,0.12,0.23,0.24,0.57,0.54,0.6,0.64,0.12,0.25,0.5,0.01,0.75,0.66,0.07,0.45,0.81,0.14,0.03,0.19,0.18,0.17,0.49,0.48,0.62,0.59,0.66,0.54,0.33,0,0,0.21,0.17,0.35,0.35,0.34,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.21,0,?,?,?,?,0,?,0.2 +47,?,?,Columbiacity,3,0.03,0.38,0.4,0.68,0.02,0.01,0.37,0.44,0.27,0.48,0,0,0.22,0.47,0.54,0.33,0.54,0.47,0.5,0.25,0.25,0.29,0.18,0.02,0.11,0.13,0.21,0.04,0.37,0.54,0.58,0.21,0.36,0.45,0.7,0.31,0.73,0.3,0.57,0.31,0.57,0.59,0.4,0.49,0.49,0.46,0.54,0.71,0.66,0.04,0.55,0,0.48,0.67,0.6,0.62,0.02,0.02,0.02,0.02,0.98,0.02,0.14,0.14,0.39,0.39,0.41,0.52,0.1,0.49,0.5,0.04,0.71,0.53,0.2,0.35,0.56,0.53,0.3,0.1,0.1,0.12,0.13,0.22,0.24,0.23,0.31,0.23,0.32,0,0,0.01,0.79,0.53,0.7,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.08,0,?,?,?,?,0,?,0.35 +5,?,?,Paragouldcity,3,0.01,0.35,0,1,0.01,0.01,0.42,0.44,0.29,0.56,0,0,0.14,0.35,0.54,0.35,0.64,0.42,0.35,0.15,0.18,0.17,0.26,0.17,0,0.24,0.33,0.03,0.5,0.72,0.7,0.16,0.44,0.36,0.79,0.31,0.84,0.22,0.63,0.17,0.55,0.61,0.35,0.66,0.66,0.58,0.58,0.7,0.64,0,0.05,0,0,0,0,0,0,0,0,0,1,0.02,0.08,0.09,0.37,0.36,0.39,0.61,0.08,0.47,0.5,0.02,0.77,0.61,0.36,0.44,0.69,0.65,0.29,0.05,0.05,0.06,0.08,0.12,0.11,0.11,0.47,0.22,0.31,0,0,0,0.77,0.55,0.75,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.05,0.01,?,?,?,?,0,?,0.04 +39,113,79492,Vandaliacity,3,0.01,0.32,0.01,0.98,0.04,0.01,0.34,0.46,0.28,0.36,0.02,1,0.38,0.68,0.4,0.48,0.36,0.13,0.48,0.39,0.36,0.35,0.4,0.13,0.19,0.41,0.56,0,0.09,0.26,0.33,0.25,0.24,0.62,0.55,0.27,0.43,0.45,0.56,0.29,0.56,0.59,0.35,0.67,0.73,0.82,0.66,0.69,0.76,0,0.05,0,0,0,0.27,0.42,0,0,0.02,0.03,0.97,0.02,0.07,0.08,0.34,0.47,0.18,0.63,0.04,0.41,0.5,0.01,0.93,0.55,0,0.17,0.56,0.09,0,0.16,0.15,0.14,0.28,0.26,0.26,0.26,0.21,0.27,0.18,0,0,0.04,0.76,0.57,0.78,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.11,0.07,?,?,?,?,0,?,0.05 +48,?,?,Galvestoncity,3,0.08,0.33,0.57,0.41,0.14,0.4,0.38,0.52,0.32,0.43,0.09,0.99,0.15,0.48,0.24,0.3,0.46,0.45,0.37,0.17,0.25,0.34,0.18,0.12,0.31,0.25,0.28,0.13,0.64,0.47,0.52,0.33,0.59,0.4,0.09,0.85,0.31,0.44,0.83,0.53,0.77,0.83,0.47,0.28,0.28,0.42,0.19,0.54,0.57,0.07,0.58,0.03,0.3,0.32,0.39,0.51,0.16,0.15,0.17,0.2,0.66,0.2,0.3,0.23,0.33,0.35,0.36,0.26,0.28,0.78,0,0.36,0.04,0.27,0.58,0.56,0.42,0.64,0.45,0.09,0.09,0.11,0.17,0.23,0.26,0.23,0.53,0.42,0.63,0.06,0.08,0.23,0.69,0.49,0.69,0.77,0.02,0.26,0.96,0.34,0.03,0.24,0.3,0.26,0.78,0.54,0.28,0.42,0.23,0.5,0.03,0.5,0.32,0.13,0.11,0.18,0.07,0.03,0.92,1,0.44,0.23,0.72 +47,?,?,Tullahomacity,3,0.01,0.38,0.13,0.88,0.05,0.01,0.37,0.41,0.25,0.47,0,0,0.24,0.47,0.31,0.49,0.54,0.39,0.43,0.29,0.25,0.25,0.2,0.11,0.21,0.2,0.21,0.02,0.37,0.48,0.45,0.34,0.32,0.42,0.63,0.49,0.59,0.49,0.45,0.23,0.54,0.52,0.4,0.61,0.61,0.59,0.64,0.59,0.49,0.01,0.13,0,0.08,0.28,0.23,0.35,0.01,0.03,0.02,0.03,0.97,0.02,0.13,0.14,0.41,0.42,0.39,0.59,0.08,0.41,0.5,0.03,0.72,0.58,0.15,0.44,0.54,0.57,0.09,0.08,0.09,0.1,0.08,0.13,0.15,0.14,0.41,0.29,0.39,0,0,0.04,0.66,0.54,0.59,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.06,0.02,?,?,?,?,0,?,0.06 +1,?,?,Ozarkcity,3,0,0.41,0.48,0.6,0.05,0.03,0.46,0.52,0.34,0.44,0,0,0.19,0.51,0.37,0.27,0.52,0.44,0.62,0.21,0.18,0.22,0.16,0.2,0.19,0.08,0.32,0.02,0.44,0.46,0.48,0.22,0.45,0.38,0.27,0.43,0.44,0.37,0.48,0.36,0.55,0.54,0.46,0.54,0.52,0.68,0.54,0.49,0.5,0.01,0.2,0,0.06,0.04,0.08,0.15,0.01,0.01,0.01,0.02,0.95,0.01,0.22,0.2,0.41,0.42,0.43,0.5,0.14,0.39,0.5,0.03,0.53,0.5,0.14,0.57,0.6,0.7,0.21,0.08,0.08,0.08,0.04,0.1,0.16,0.12,0.29,0.35,0.46,0,0,0.06,0.57,0.5,0.57,0.44,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.06,0.01,?,?,?,?,0,?,0.62 +34,13,34450,Irvingtontownship,3,0.08,0.49,1,0,0.13,0.19,0.45,0.55,0.35,0.28,0.1,1,0.31,0.62,0.09,0.24,0.39,0.56,0.28,0.32,0.27,0.31,0.33,0.26,0.39,0.27,0.33,0.07,0.32,0.37,0.6,0.17,0.67,0.54,0.4,0.46,0.61,0.23,0.62,0.75,0.62,0.65,0.67,0.16,0.18,0.4,0.21,0.71,0.69,0.14,1,0.08,0.34,0.44,0.53,0.61,0.47,0.53,0.58,0.61,0.59,0.3,0.62,0.52,0.54,0.81,0.45,0.19,0.47,0.8,0,0.11,0.64,0.14,0.39,0.35,0.25,0.43,0.51,0.27,0.27,0.26,0.45,0.46,0.49,0.46,0.52,0.68,1,0,0.06,0.59,0.5,0.59,0.75,0.66,0.02,0.25,0.97,0.3,0.02,0.17,0.22,0.25,0,0.68,0.43,0.08,0,0.35,0.01,0.57,0.11,0.01,1,1,0.04,0.03,0.74,0,0.19,0.21,1 +34,3,63000,Ridgewoodvillage,3,0.02,0.56,0.04,0.86,0.44,0.05,0.4,0.35,0.23,0.39,0.04,1,1,0.68,0.2,0.86,0.45,0.09,0.47,1,1,1,0.41,0.34,0.58,1,0.96,0,0.04,0.08,0.08,0.93,0.14,0.56,0.28,0.67,0.08,0.96,0.11,0.35,0.2,0.17,0.58,0.92,0.94,0.95,0.89,0,0.06,0.01,0.11,0.02,0.45,0.49,0.56,0.56,0.43,0.41,0.43,0.39,0.76,0.12,0.21,0.22,0.61,0.67,0.3,0.82,0.05,0.2,0.5,0.01,0.88,0.76,0.17,0.34,0.13,0.01,0.19,0.78,0.82,0.93,0.87,0.9,1,0.89,0.44,0.54,0.68,0,0,0.41,0.34,0.75,0.7,0.57,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.35,0.79,?,?,?,?,0,?,0.03 +39,?,?,Centervillecity,3,0.02,0.37,0.02,0.95,0.13,0.01,0.33,0.39,0.24,0.45,0.03,1,0.56,0.65,0.21,0.8,0.38,0.14,0.62,0.59,0.57,0.55,0.45,0.38,0.54,0.41,0.59,0.01,0.08,0.07,0.11,0.66,0.09,0.59,0.49,0.57,0.16,0.87,0.27,0.3,0.36,0.33,0.36,0.79,0.85,0.79,0.78,0.49,0.58,0,0.1,0.01,0.31,0.29,0.29,0.29,0.08,0.07,0.06,0.06,0.92,0.04,0.07,0.08,0.37,0.46,0.19,0.73,0.01,0.39,0.5,0.02,0.8,0.66,0.03,0.36,0.73,0.01,0.2,0.26,0.26,0.25,0.42,0.4,0.43,0.42,0.22,0.28,0.25,0,0,0.11,0.61,0.49,0.65,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.2,0.08,?,?,?,?,0,?,0.05 +47,?,?,Brownsvillecity,3,0,0.47,1,0.17,0.01,0.01,0.5,0.49,0.3,0.47,0,0,0.1,0.45,0.69,0.19,0.68,0.8,0.25,0.14,0.13,0.25,0.15,0.15,0,0.16,0.15,0.02,0.71,0.74,0.72,0.17,0.57,0.38,0.84,0.24,0.89,0.24,0.62,0.42,0.71,0.71,0.58,0.21,0.21,0.25,0.33,0.62,0.7,0.02,0.78,0,0,0,0.25,0.31,0,0,0.01,0.01,0.97,0.03,0.37,0.34,0.5,0.49,0.51,0.51,0.24,0.44,0.5,0.01,0.87,0.52,0,0.45,0.67,0.53,0.76,0.06,0.04,0.05,0.01,0.09,0.1,0.11,0.5,0.49,0.72,0,0,0.02,0.92,0.66,0.85,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.12,0.01,?,?,?,?,0,?,0.63 +55,71,48500,Manitowoccity,3,0.04,0.34,0,0.95,0.15,0.02,0.32,0.38,0.22,0.63,0,0,0.21,0.41,0.11,0.69,0.69,0.38,0.56,0.25,0.24,0.24,0.19,0.13,0.05,0.31,0.19,0.03,0.27,0.44,0.44,0.22,0.35,0.4,0.85,0.39,0.73,0.31,0.38,0.36,0.33,0.36,0.42,0.7,0.75,0.74,0.69,0.68,0.68,0.01,0.11,0.01,0.83,0.7,0.61,0.75,0.16,0.12,0.09,0.1,0.91,0.1,0.19,0.16,0.34,0.41,0.22,0.64,0.07,0.46,0.5,0.03,0.85,0.59,0.1,0.61,0.23,0.18,0.13,0.08,0.06,0.06,0.13,0.14,0.14,0.13,0.33,0.19,0.31,0,0,0.08,0.89,0.69,0.82,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.19,0.05,?,?,?,?,0,?,0.05 +37,?,?,Kannapoliscity,3,0.03,0.34,0.35,0.72,0.01,0.01,0.37,0.45,0.3,0.64,0.05,1,0.18,0.44,0.13,0.28,0.66,0.29,0.62,0.21,0.2,0.22,0.19,0.46,0.15,0.09,0.12,0.03,0.3,0.7,0.73,0.1,0.35,0.44,0.88,0.17,0.88,0.22,0.64,0.28,0.58,0.63,0.36,0.5,0.46,0.51,0.49,0.63,0.67,0.02,0.28,0,0.23,0.62,0.57,0.69,0.01,0.02,0.02,0.02,0.97,0.02,0.17,0.16,0.37,0.32,0.46,0.52,0.15,0.68,0,0.04,0.79,0.56,0.27,0.47,0.35,0.54,0.48,0.07,0.06,0.07,0.08,0.14,0.14,0.18,0.31,0.23,0.36,0,0,0.01,0.84,0.7,0.7,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.16,0.02,?,?,?,?,0,?,0.2 +18,?,?,Richmondcity,3,0.05,0.35,0.18,0.85,0.04,0.01,0.47,0.5,0.38,0.54,0,0,0.15,0.45,0.17,0.4,0.62,0.51,0.54,0.16,0.2,0.2,0.21,0.19,0.38,0.21,0.25,0.07,0.54,0.36,0.56,0.19,0.56,0.37,0.63,0.5,0.62,0.34,0.66,0.37,0.66,0.69,0.37,0.43,0.44,0.38,0.5,0.48,0.51,0.03,0.28,0,0.35,0.41,0.45,0.49,0.02,0.02,0.02,0.02,0.96,0.03,0.15,0.14,0.33,0.34,0.36,0.49,0.07,0.57,0,0.07,0.68,0.5,0.4,0.59,0.21,0.74,0.56,0.04,0.04,0.05,0.11,0.14,0.14,0.13,0.42,0.14,0.42,0.01,0,0.02,0.68,0.49,0.72,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.18,0.07,?,?,?,?,0,?,0.07 +48,?,?,Wacocity,3,0.15,0.42,0.45,0.51,0.05,0.3,0.67,0.69,0.63,0.47,0.16,1,0.1,0.46,0.29,0.32,0.52,0.43,0.4,0.15,0.17,0.22,0.15,0.2,0.13,0.23,0.25,0.25,0.76,0.45,0.55,0.26,0.55,0.27,0.35,0.57,0.48,0.36,0.59,0.62,0.61,0.62,0.48,0.37,0.33,0.43,0.32,0.51,0.54,0.08,0.38,0.03,0.37,0.4,0.5,0.6,0.12,0.11,0.13,0.14,0.76,0.16,0.35,0.27,0.37,0.35,0.44,0.3,0.28,0.67,0,0.3,0.48,0.33,0.43,0.47,0.44,0.7,0.19,0.05,0.05,0.07,0.14,0.19,0.23,0.2,0.68,0.34,0.4,0.03,0.01,0.13,0.79,0.38,0.57,0.77,0.03,0.17,0.96,0.22,0.03,0.13,0.24,0.17,0.77,0.65,0.28,0.28,0,0.38,0.05,0.79,0.16,0.22,0.11,0.04,0.09,0.02,0.87,1,0.68,0.11,0.64 +49,?,?,Springvillecity,3,0.01,0.79,0,0.98,0.03,0.03,0.59,0.59,0.36,0.32,0.02,1,0.23,0.58,0.63,0.43,0.43,0.35,0.56,0.21,0.15,0.14,0.01,0.09,0.02,0.37,0.27,0.02,0.34,0.08,0.23,0.3,0.25,0.47,0.52,0.51,0.48,0.35,0.26,0.25,0.23,0.24,0.92,0.84,0.88,0.83,0.78,0.28,0.29,0,0.05,0,0.23,0.24,0.23,0.24,0.02,0.02,0.02,0.02,0.95,0.02,1,1,0.86,0.89,0.73,0.64,0.28,0.38,0.5,0.01,0.87,0.63,0.09,0.51,0.48,0.18,0,0.12,0.11,0.11,0.18,0.18,0.18,0.19,0.34,0.41,0.17,0,0,0.04,0.79,0.58,0.71,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.12,0.03,?,?,?,?,0,?,0.1 +29,?,?,Raytowncity,3,0.03,0.31,0.06,0.93,0.03,0.02,0.29,0.36,0.2,0.6,0.05,1,0.34,0.51,0.22,0.6,0.61,0.15,0.66,0.35,0.33,0.32,0.34,0.19,0.18,0.41,0.43,0.01,0.11,0.15,0.24,0.28,0.2,0.54,0.31,0.39,0.34,0.4,0.5,0.21,0.52,0.53,0.31,0.66,0.68,0.74,0.64,0.71,0.77,0.01,0.1,0,0.13,0.16,0.13,0.11,0.01,0.01,0.01,0.01,0.96,0.02,0.09,0.1,0.34,0.37,0.21,0.75,0.03,0.35,0.5,0.03,0.87,0.71,0.03,0.28,0.48,0.04,0.09,0.13,0.11,0.1,0.29,0.28,0.29,0.29,0.3,0.2,0.18,0,0,0.03,0.71,0.69,0.84,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.26,0.05,?,?,?,?,0,?,0.11 +12,?,?,Homesteadcity,3,0.03,0.56,0.45,0.49,0.05,0.65,0.43,0.57,0.38,0.33,0.04,1,0.15,0.5,0.43,0.22,0.35,0.54,0.32,0.13,0.16,0.21,0.15,0.1,0.19,0.17,0.2,0.07,0.8,0.79,0.79,0.12,0.45,0.46,0.06,0.17,0.47,0.15,0.72,0.53,0.73,0.74,0.6,0.22,0.21,0.15,0.11,0.28,0.29,0.07,1,0.04,0.38,0.66,0.72,0.82,0.53,0.8,0.79,0.84,0.32,0.85,0.57,0.52,0.59,0.41,0.71,0.14,0.84,0.87,0,0.08,0.42,0.23,0.24,0.16,0.71,1,0.07,0.13,0.12,0.13,0.19,0.25,0.28,0.27,0.72,0.51,0.36,0.02,0.01,0.59,0.29,0.23,0.56,0.4,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.19,0.14,?,?,?,?,0,?,1 +51,?,?,FrontRoyaltown,3,0,0.37,0.16,0.86,0.02,0.02,0.36,0.45,0.29,0.54,0,0,0.25,0.5,0.24,0.33,0.61,0.31,0.58,0.26,0.24,0.23,0.26,0.07,0.59,0.14,0.33,0.01,0.23,0.67,0.74,0.11,0.38,0.48,0.27,0.32,0.47,0.23,0.62,0.33,0.54,0.6,0.42,0.57,0.55,0.8,0.54,0.67,0.63,0,0.15,0,0.07,0.05,0.34,0.28,0.01,0,0.03,0.02,0.96,0.04,0.21,0.19,0.4,0.41,0.4,0.52,0.1,0.46,0.5,0.01,0.78,0.52,0.27,0.56,0.52,0.48,0.39,0.17,0.16,0.17,0.23,0.26,0.29,0.27,0.29,0.49,0.22,0,0,0.04,0.75,0.56,0.65,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.11,0.07,?,?,?,?,0,?,0.07 +33,15,43220,Londonderrytown,3,0.02,0.67,0.01,0.98,0.06,0.02,0.44,0.44,0.23,0.09,0,0,0.68,0.93,0.19,0.66,0.15,0.05,0.23,0.61,0.47,0.45,0.63,0.21,0.65,0.59,0.63,0,0.04,0.07,0.12,0.54,0.3,0.83,0.66,0.3,0.25,0.63,0.27,0.29,0.31,0.3,0.67,0.9,0.91,0.93,0.9,0.62,0.67,0,0.1,0,0.17,0.18,0.26,0.24,0.04,0.04,0.05,0.04,0.93,0.02,0.2,0.23,0.74,0.73,0.57,0.88,0.05,0.33,0.5,0.02,0.81,0.86,0.04,0.43,0.79,0.03,0.18,0.4,0.38,0.36,0.64,0.63,0.78,0.74,0.43,0.79,0.53,0,0,0.1,0.18,0.55,0.44,0.21,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.04,0.04,?,?,?,?,0,?,0.02 +13,?,?,Covingtoncity,3,0,0.49,0.89,0.3,0.01,0.02,0.47,0.51,0.36,0.5,0,0,0.16,0.39,0.16,0.23,0.62,0.66,0.48,0.19,0.18,0.28,0.17,0,0,0.01,0.11,0.02,0.63,0.83,0.89,0.12,0.8,0.27,0.69,0.23,0.85,0.2,0.63,0.44,0.59,0.64,0.59,0.22,0.15,0.39,0.2,0.47,0.43,0.02,0.84,0,0.75,0.55,0.45,0.38,0.05,0.03,0.02,0.02,0.97,0.03,0.42,0.38,0.5,0.46,0.56,0.35,0.28,0.56,0,0.01,0.73,0.39,0.14,0.29,0.52,0.8,1,0.1,0.1,0.11,0.1,0.17,0.22,0.22,0.7,0.51,0.39,0,0,0.02,0.93,0.64,0.79,0.89,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.07,0.04,?,?,?,?,0,?,0.55 +39,?,?,Beavercreekcity,3,0.04,0.56,0.02,0.95,0.14,0.02,0.45,0.39,0.25,0.27,0.05,1,0.62,0.8,0.33,0.78,0.27,0.07,0.67,0.57,0.45,0.43,0.59,0.07,0.48,0.36,0.53,0.01,0.08,0.13,0.17,0.6,0.14,0.66,0.41,0.61,0.23,0.77,0.2,0.28,0.17,0.18,0.5,0.92,0.93,0.94,0.85,0.45,0.56,0,0.03,0.01,0.36,0.37,0.39,0.36,0.09,0.08,0.07,0.06,0.94,0.03,0.14,0.17,0.59,0.6,0.36,0.89,0.02,0.14,0.5,0.02,0.87,0.86,0.02,0.65,0.6,0.02,0.04,0.23,0.21,0.21,0.44,0.42,0.49,0.48,0.29,0.32,0.21,0,0,0.1,0.56,0.64,0.46,0.54,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.11,0.02,?,?,?,?,0,?,0.04 +6,?,?,Commercecity,3,0,1,0.02,0.06,0.08,1,0.63,0.66,0.45,0.31,0.02,1,0.26,0.51,0,0.18,0.53,0.91,0.39,0.23,0.13,0.2,0.17,0.12,0.34,0.23,0.28,0.02,0.46,1,1,0.07,0.79,0.32,0.81,0.13,1,0.12,0.36,0.66,0.45,0.42,1,0.55,0.49,0.7,0.54,0.1,0.08,0.01,0.5,0.03,0.32,0.34,0.38,0.43,0.9,0.84,0.83,0.88,0,1,1,1,1,1,1,0.34,1,0.82,0,0,0.93,0.36,0.47,0.48,0.44,0.26,0.21,0.36,0.38,0.37,0.39,0.45,0.52,0.43,0.63,0.7,0.07,0,0,1,0.48,0.63,0.91,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0.35,?,?,?,?,0,?,1 +25,23,54310,Plymouthtown,3,0.06,0.55,0.04,0.95,0.04,0.02,0.41,0.47,0.28,0.37,0,0,0.47,0.58,0.3,0.47,0.43,0.33,0.45,0.46,0.37,0.35,0.32,0.18,0.51,0.29,0.38,0.02,0.14,0.14,0.26,0.35,0.45,0.55,0.23,0.41,0.29,0.41,0.38,0.42,0.41,0.41,0.57,0.7,0.73,0.77,0.61,0.44,0.55,0.02,0.17,0.01,0.11,0.17,0.19,0.23,0.02,0.03,0.03,0.04,0.91,0.04,0.25,0.25,0.56,0.6,0.41,0.73,0.06,0.44,0.5,0.2,0.16,0.69,0.37,0.85,0.67,0.07,0.11,0.39,0.36,0.34,0.47,0.56,0.66,0.6,0.65,0.66,0.75,0,0.01,0.08,0.85,0.65,0.74,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.28,0.04,0.13,?,?,?,?,0,?,0.37 +53,?,?,Spokanecity,3,0.27,0.29,0.04,0.9,0.13,0.04,0.39,0.47,0.32,0.52,0.28,1,0.17,0.37,0.24,0.46,0.55,0.53,0.56,0.22,0.25,0.25,0.22,0.1,0.17,0.25,0.27,0.27,0.46,0.19,0.27,0.33,0.53,0.35,0.22,0.56,0.35,0.42,0.76,0.44,0.77,0.8,0.36,0.41,0.47,0.49,0.42,0.43,0.44,0.09,0.24,0.05,0.33,0.35,0.36,0.35,0.09,0.09,0.08,0.07,0.92,0.05,0.2,0.15,0.28,0.35,0.24,0.51,0.11,0.59,0,0.25,0.77,0.48,0.42,0.43,0.27,0.3,0.46,0.08,0.07,0.08,0.17,0.19,0.2,0.19,0.6,0.33,0.35,0.15,0.13,0.11,0.51,0.45,0.67,0.61,0.04,0.1,0.95,0.13,0.07,0.13,0.38,0.1,0.93,0.92,0.06,0.03,0.08,0.07,0.06,0.57,0.35,0.16,0.26,0.25,0.07,0.05,0.79,1,0.69,0.11,0.33 +8,?,?,CanonCitycity,3,0,0.36,0.03,0.94,0.02,0.14,0.32,0.33,0.19,0.78,0,0,0.11,0.18,0.24,0.44,0.78,0.38,0.7,0.14,0.17,0.16,0.17,0.16,0.15,0.2,0.19,0.02,0.5,0.39,0.43,0.2,0.61,0.11,0.18,0.5,0.29,0.39,0.77,0.23,0.58,0.69,0.31,0.53,0.54,0.62,0.71,0.58,0.64,0,0.06,0,0.13,0.31,0.25,0.21,0.02,0.04,0.03,0.02,0.93,0.02,0.17,0.15,0.27,0.27,0.28,0.59,0.08,0.59,0,0.03,0.6,0.59,0.1,0.49,0.46,0.54,0.21,0.1,0.09,0.08,0.13,0.17,0.19,0.16,0.61,0.38,0.44,0,0,0.05,0.46,0.46,0.54,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.13,0,?,?,?,?,0,?,0.09 +34,13,69274,SouthOrangeVillagetownship,3,0.01,0.71,0.36,0.65,0.21,0.06,0.77,0.65,0.66,0.41,0.03,1,0.87,0.73,0.15,0.74,0.49,0.08,0.42,0.95,0.87,0.92,0.61,0.12,0.66,0.27,0.51,0,0.07,0.11,0.15,0.87,0.18,0.58,0.15,0.83,0.15,0.87,0.19,0.75,0.25,0.23,0.55,0.83,0.83,0.94,0.73,0.54,0.65,0,0.11,0.01,0.24,0.31,0.31,0.34,0.2,0.22,0.21,0.21,0.75,0.08,0.34,0.32,0.53,0.64,0.16,0.8,0.06,0.29,0.5,0.01,0.79,0.71,0.02,0.29,0,0.05,0.32,0.59,0.63,0.71,0.68,0.65,0.84,0.65,0.62,0.63,0.56,0,0,0.35,0.48,0.66,0.53,0.57,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.48,0.82,?,?,?,?,0,?,0.28 +6,?,?,Millbraecity,3,0.02,0.4,0.02,0.67,1,0.21,0.29,0.35,0.22,0.64,0.03,1,0.57,0.48,0.27,0.69,0.59,0.1,0.71,0.58,0.57,0.59,0.3,0.52,0.42,0.47,0.56,0.01,0.13,0.21,0.26,0.38,0.15,0.46,0.15,0.36,0.22,0.48,0.36,0.36,0.4,0.39,0.39,0.71,0.73,0.86,0.66,0.32,0.39,0,0.08,0.04,0.35,0.41,0.49,0.46,0.65,0.66,0.71,0.62,0.44,0.3,0.19,0.19,0.42,0.45,0.39,0.58,0.24,0.44,0.5,0.01,0.92,0.57,0.03,0.23,0.38,0.02,0.06,1,1,1,0.8,0.79,0.98,0.8,0.8,0.59,0.17,0,0,0.78,0.5,0.67,0.68,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.53,0.28,?,?,?,?,0,?,0.12 +39,35,29428,GarfieldHeightscity,3,0.03,0.38,0.29,0.77,0.03,0.01,0.31,0.4,0.24,0.68,0.05,1,0.28,0.42,0.01,0.52,0.69,0.27,0.8,0.3,0.25,0.25,0.25,0.21,0.25,0.28,0.34,0.02,0.14,0.27,0.49,0.12,0.36,0.39,0.54,0.35,0.47,0.27,0.38,0.39,0.37,0.39,0.44,0.6,0.62,0.74,0.62,0.6,0.58,0.01,0.19,0.01,0.11,0.09,0.14,0.14,0.03,0.02,0.03,0.03,0.83,0.06,0.19,0.18,0.41,0.42,0.3,0.81,0.05,0.34,0.5,0.03,0.86,0.79,0.28,0.54,0.27,0.1,0.19,0.12,0.1,0.08,0.29,0.28,0.27,0.27,0.33,0.42,0.46,0,0,0.1,0.85,0.9,0.97,0.94,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.37,0.35,?,?,?,?,0,?,0.15 +34,7,4750,Bellmawrborough,3,0,0.46,0.02,0.97,0.05,0.03,0.34,0.47,0.32,0.51,0.02,1,0.38,0.63,0.04,0.5,0.58,0.18,0.66,0.37,0.31,0.3,0.41,0,0.29,0.45,0.35,0,0.1,0.36,0.56,0.11,0.31,0.53,0.37,0.17,0.48,0.18,0.43,0.42,0.39,0.42,0.49,0.64,0.65,0.76,0.64,0.33,0.5,0,0.14,0,0,0.03,0.12,0.19,0,0.01,0.02,0.03,0.89,0.07,0.23,0.24,0.51,0.58,0.34,0.69,0.13,0.42,0.5,0,0.94,0.64,0.35,0.29,0.35,0.1,0.1,0.22,0.19,0.16,0.13,0.34,0.35,0.32,0.19,0.41,0.51,0,0,0.1,0.52,0.87,0.85,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.35,0.24,?,?,?,?,0,?,0.03 +53,?,?,Everettcity,3,0.1,0.33,0.03,0.88,0.24,0.05,0.34,0.52,0.32,0.4,0.11,1,0.28,0.53,0.21,0.42,0.44,0.52,0.5,0.29,0.3,0.3,0.23,0.12,0.2,0.3,0.37,0.07,0.31,0.2,0.32,0.21,0.39,0.48,0.69,0.25,0.48,0.3,0.88,0.45,0.83,0.89,0.38,0.42,0.47,0.49,0.44,0.27,0.3,0.04,0.3,0.03,0.23,0.32,0.45,0.51,0.1,0.13,0.16,0.17,0.87,0.11,0.2,0.17,0.33,0.37,0.36,0.31,0.22,0.69,0,0.11,0.73,0.32,0.19,0.24,0.52,0.27,0.2,0.22,0.21,0.24,0.35,0.36,0.39,0.36,0.45,0.46,0.43,0.13,0.02,0.19,0.53,0.34,0.56,0.55,0.02,0.18,0.97,0.22,0.06,0.29,0.54,0.18,0.92,0.9,0.07,0.09,0,0.11,0.04,0.64,0.43,0.09,0.2,0.2,0.15,0.04,0.8,0.5,0.83,0.25,0.22 +49,?,?,Sandycity,3,0.1,1,0,0.96,0.1,0.05,0.67,0.52,0.26,0.06,0.12,1,0.53,0.86,0.28,0.52,0.12,0.11,0.24,0.47,0.26,0.25,0.37,0.26,0.23,0.41,0.39,0.03,0.1,0.03,0.09,0.47,0.17,0.74,0.27,0.4,0.22,0.51,0.18,0.31,0.24,0.22,1,0.91,0.95,0.92,0.86,0.39,0.44,0.01,0.03,0.01,0.24,0.23,0.26,0.33,0.05,0.04,0.04,0.05,0.92,0.04,1,1,1,1,0.83,0.9,0.15,0.1,1,0.03,0.89,0.88,0.1,0.39,0.81,0.05,0.15,0.2,0.18,0.18,0.29,0.33,0.43,0.38,0.28,0.49,0.18,0,0,0.08,0.68,0.54,0.7,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.31,0.13,?,?,?,?,0,?,0.05 +13,?,?,Romecity,3,0.03,0.37,0.58,0.52,0.04,0.03,0.45,0.46,0.34,0.59,0.05,1,0.16,0.38,0.19,0.33,0.71,0.51,0.44,0.19,0.23,0.3,0.18,0.1,0.28,0.24,0.26,0.05,0.49,0.61,0.64,0.27,0.47,0.33,0.57,0.56,0.65,0.37,0.68,0.44,0.66,0.7,0.42,0.34,0.32,0.35,0.32,0.67,0.65,0.04,0.51,0,0.29,0.36,0.62,0.74,0.04,0.04,0.06,0.07,0.94,0.05,0.22,0.19,0.34,0.35,0.37,0.39,0.13,0.61,0,0.06,0.66,0.4,0.44,0.48,0.4,0.67,0.42,0.06,0.07,0.11,0.04,0.09,0.14,0.13,0.44,0.23,0.43,0.01,0,0.05,0.79,0.49,0.7,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.1,0.12,?,?,?,?,0,?,0.78 +37,?,?,Hickorycity,3,0.03,0.31,0.33,0.72,0.06,0.01,0.45,0.54,0.41,0.49,0.04,1,0.26,0.58,0.19,0.45,0.49,0.22,0.28,0.29,0.35,0.4,0.18,0.13,0.28,0.3,0.47,0.03,0.29,0.39,0.48,0.37,0.22,0.61,0.85,0.28,0.72,0.36,0.71,0.46,0.66,0.71,0.32,0.43,0.45,0.42,0.48,0.74,0.74,0.02,0.39,0,0.35,0.55,0.73,0.67,0.05,0.07,0.08,0.07,0.95,0.05,0.12,0.1,0.28,0.31,0.29,0.41,0.11,0.63,0,0.05,0.72,0.4,0.12,0.34,0.58,0.42,0.25,0.11,0.12,0.17,0.19,0.22,0.23,0.24,0.21,0.39,0.33,0.02,0,0.05,0.73,0.45,0.49,0.53,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.12,0.02,?,?,?,?,0,?,0.46 +13,?,?,Dublincity,3,0.01,0.5,0.9,0.28,0.04,0.01,0.41,0.4,0.25,0.58,0,0,0.14,0.37,0.31,0.27,0.55,0.79,0.53,0.18,0.2,0.35,0.14,0,0.34,0,0.19,0.03,0.67,0.63,0.65,0.26,0.55,0.28,0.6,0.53,0.54,0.4,0.76,0.39,0.63,0.72,0.51,0.28,0.26,0.03,0.24,0.52,0.62,0.03,0.74,0,0.28,0.34,0.28,0.24,0.02,0.02,0.02,0.01,0.96,0.03,0.27,0.24,0.46,0.45,0.49,0.49,0.23,0.46,0.5,0.03,0.62,0.5,0.08,0.68,0.58,0.7,0.25,0.07,0.07,0.09,0.01,0.08,0.12,0.11,0.52,0.35,0.37,0,0,0.03,0.86,0.61,0.74,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.11,0.04,?,?,?,?,0,?,0.34 +53,?,?,Aberdeencity,3,0.01,0.3,0.01,0.91,0.12,0.05,0.38,0.42,0.27,0.55,0,0,0.17,0.34,0.03,0.37,0.55,0.56,0.57,0.22,0.23,0.22,0.03,0.1,0.25,0.28,0.34,0.03,0.48,0.31,0.46,0.18,0.75,0.24,0.58,0.35,0.63,0.31,0.81,0.38,0.68,0.76,0.4,0.46,0.5,0.34,0.72,0.06,0.08,0.01,0.29,0,0.17,0.25,0.37,0.35,0.05,0.06,0.08,0.07,0.9,0.04,0.21,0.17,0.31,0.35,0.3,0.49,0.12,0.58,0,0.03,0.67,0.47,0.38,0.55,0.06,0.47,0.25,0.06,0.05,0.06,0.12,0.16,0.15,0.15,0.55,0.2,0.32,0.01,0,0.12,0.65,0.53,0.74,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.13,0.17,?,?,?,?,0,?,0.22 +55,105,6500,Beloitcity,3,0.04,0.45,0.31,0.73,0.07,0.03,0.48,0.51,0.36,0.43,0.06,1,0.23,0.48,0.2,0.43,0.54,0.74,0.49,0.25,0.21,0.24,0.18,0.15,0.19,0.15,0.17,0.05,0.46,0.28,0.48,0.16,0.55,0.47,0.92,0.36,0.76,0.3,0.59,0.43,0.62,0.63,0.48,0.38,0.4,0.26,0.3,0.56,0.6,0.05,0.58,0.01,0.33,0.35,0.37,0.42,0.05,0.05,0.05,0.05,0.94,0.04,0.23,0.21,0.45,0.45,0.45,0.51,0.11,0.51,0.5,0.04,0.81,0.52,0.29,0.58,0.23,0.49,0.26,0.05,0.03,0.03,0.2,0.21,0.21,0.23,0.63,0.13,0.44,0.01,0,0.07,0.67,0.56,0.76,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.18,0.06,?,?,?,?,0,?,0.14 +6,?,?,MontereyParkcity,3,0.08,0.68,0.01,0,1,0.58,0.41,0.52,0.35,0.46,0.1,1,0.35,0.51,0.17,0.47,0.43,0.67,0.36,0.34,0.28,0.35,0.39,0.24,0.3,0.3,0.4,0.09,0.43,0.56,0.52,0.35,0.38,0.36,0.35,0.38,0.35,0.44,0.26,0.58,0.34,0.32,0.74,0.62,0.58,0.68,0.63,0.38,0.22,0.03,0.23,0.21,0.47,0.52,0.59,0.68,1,1,1,1,0,1,0.67,0.66,0.74,0.65,0.82,0.39,1,0.64,0,0.04,0.87,0.45,0.11,0.18,0.48,0.09,0.57,0.58,0.64,0.65,0.6,0.59,0.63,0.58,0.81,0.58,0.22,0,0,1,0.31,0.53,0.68,0.49,0,0.1,0.99,0.14,0.01,0.08,0.22,0.1,0.51,0.16,0.07,0.83,1,0.93,0.01,0.5,0.37,0.02,0.67,0.27,0.01,0.02,0.97,0.5,0.59,0.16,0.37 +55,141,49675,Marshfieldcity,3,0.01,0.35,0,0.98,0.05,0.01,0.36,0.46,0.28,0.51,0,0,0.25,0.54,0.2,0.63,0.54,0.33,0.3,0.29,0.29,0.27,0,0.14,0.78,0.02,0.31,0.01,0.2,0.47,0.39,0.31,0.27,0.57,0.33,0.89,0.42,0.45,0.29,0.37,0.32,0.32,0.44,0.71,0.8,0.75,0.67,0.68,0.78,0,0.1,0,0.25,0.18,0.29,0.25,0.02,0.01,0.02,0.02,0.95,0.04,0.15,0.14,0.37,0.52,0.16,0.64,0.05,0.5,0.5,0.01,0.91,0.55,0,0.38,0.52,0.16,0.06,0.09,0.08,0.08,0.15,0.19,0.19,0.17,0.28,0.27,0.37,0,0,0.03,0.85,0.54,0.65,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.15,0,?,?,?,?,0,?,0.06 +47,?,?,Shelbyvillecity,3,0.01,0.34,0.33,0.72,0.05,0.01,0.4,0.47,0.31,0.57,0,0,0.14,0.39,0.36,0.24,0.58,0.55,0.28,0.17,0.18,0.19,0.18,0.06,0.4,0.16,0.12,0.02,0.52,0.86,0.79,0.14,0.38,0.42,0.93,0.15,0.91,0.18,0.7,0.32,0.63,0.68,0.36,0.42,0.44,0.43,0.52,0.72,0.68,0.01,0.41,0,0.38,0.89,1,1,0.03,0.07,0.08,0.07,0.97,0.06,0.14,0.13,0.35,0.33,0.41,0.49,0.13,0.59,0,0.02,0.69,0.51,0.11,0.52,0.54,0.77,0.22,0.07,0.06,0.06,0.06,0.13,0.17,0.14,0.42,0.37,0.57,0,0,0.03,0.86,0.53,0.75,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.08,0,?,?,?,?,0,?,0.24 +12,?,?,Edgewatercity,3,0.01,0.38,0.01,0.98,0.02,0.02,0.32,0.35,0.2,0.72,0.02,1,0.22,0.21,0.08,0.47,0.81,0.24,0.86,0.19,0.2,0.19,0.32,0.15,0.27,0,0.33,0.01,0.26,0.27,0.49,0.11,0.22,0.31,0.3,0.25,0.43,0.25,0.56,0.17,0.51,0.55,0.33,0.64,0.62,0.62,0.54,0.5,0.53,0,0.03,0,0.13,0.09,0.08,0.13,0.03,0.02,0.01,0.02,0.92,0.03,0.14,0.15,0.42,0.35,0.62,0.71,0.09,0.51,0.5,0.04,0.48,0.76,0.09,0.45,0.88,0.25,0.15,0.13,0.11,0.09,0.36,0.33,0.33,0.38,0.49,0.6,0.28,0,0,0.09,0.17,0.33,0.45,0.27,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.18,0.01,?,?,?,?,0,?,0.4 +6,?,?,Temeculacity,3,0.03,0.6,0.03,0.86,0.17,0.27,0.39,0.5,0.26,0.18,0,0,0.54,0.72,0.6,0.44,0.25,0.16,0.41,0.48,0.4,0.4,0.41,0.27,0.36,0.38,0.38,0.01,0.12,0.14,0.19,0.34,0.24,0.69,0.31,0.23,0.33,0.45,0.44,0.25,0.44,0.45,0.6,0.8,0.82,0.79,0.68,0.43,0.4,0,0.09,0.02,0.36,0.5,0.62,0.61,0.24,0.3,0.33,0.3,0.74,0.25,0.3,0.31,0.67,0.7,0.58,0.58,0.22,0.39,0.5,0.08,0.39,0.56,0.02,0.13,1,0.09,0,0.51,0.5,0.52,0.62,0.58,0.68,0.57,0.56,0.96,0.32,0,0,0.28,0.5,0,0,0.47,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.09,0,?,?,?,?,0,?,0.22 +21,?,?,Paducahcity,3,0.03,0.24,0.41,0.67,0.02,0.01,0.32,0.35,0.2,0.73,0,0,0.09,0.17,0.12,0.36,0.79,0.61,0.6,0.14,0.23,0.27,0.16,0.09,0.15,0.29,0.17,0.06,0.63,0.5,0.54,0.22,0.48,0.21,0.23,0.48,0.4,0.34,0.7,0.29,0.7,0.74,0.31,0.3,0.34,0.33,0.33,0.34,0.34,0.03,0.39,0,0.15,0.28,0.4,0.52,0.01,0.02,0.02,0.03,0.97,0.03,0.14,0.12,0.24,0.27,0.25,0.45,0.08,0.64,0,0.06,0.63,0.44,0.24,0.61,0.33,0.6,0.32,0.03,0.03,0.07,0.05,0.08,0.11,0.08,0.47,0.18,0.35,0.01,0,0.02,0.7,0.57,0.71,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.13,0.04,?,?,?,?,0,?,0.69 +48,?,?,Eulesscity,3,0.05,0.34,0.09,0.8,0.31,0.14,0.32,0.62,0.32,0.08,0.06,1,0.38,0.93,0.14,0.37,0.08,0.03,0.17,0.4,0.39,0.4,0.38,0.29,0.21,0.43,0.47,0.02,0.13,0.13,0.22,0.41,0.22,0.88,0.32,0.16,0.33,0.4,0.68,0.39,0.79,0.77,0.45,0.65,0.67,0.78,0.42,0.63,0.64,0.01,0.15,0.02,0.33,0.45,0.56,0.64,0.18,0.22,0.24,0.25,0.79,0.14,0.17,0.15,0.38,0.52,0.31,0.36,0.2,0.6,0,0.09,0.6,0.32,0.03,0.14,0.81,0.37,0.06,0.16,0.15,0.15,0.36,0.34,0.39,0.33,0.24,0.44,0.19,0,0,0.23,0.48,0.27,0.36,0.49,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.2,0.01,?,?,?,?,0,?,0.11 +36,119,84077,Yorktowntown,3,0.04,0.62,0.06,0.91,0.15,0.07,0.38,0.39,0.27,0.36,0.05,0.92,0.79,0.7,0.22,0.75,0.44,0.1,0.57,0.76,0.59,0.57,0.55,0.41,0.42,1,0.86,0.01,0.08,0.15,0.18,0.58,0.16,0.61,0.27,0.6,0.13,0.68,0.14,0.36,0.16,0.15,0.6,0.95,0.93,0.91,0.89,0.35,0.47,0,0.06,0.02,0.17,0.24,0.26,0.28,0.12,0.15,0.15,0.15,0.8,0.07,0.24,0.27,0.64,0.68,0.27,0.9,0.05,0.32,0.5,0.04,0.77,0.85,0,0.68,0.52,0.01,0.27,0.6,0.57,0.53,0.57,0.63,0.81,0.68,0.66,0.64,0.79,0.01,0,0.3,0.81,0.81,0.8,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.08,0.44,?,?,?,?,0,?,0.02 +48,?,?,Austincity,3,0.73,0.32,0.24,0.55,0.19,0.43,0.53,0.73,0.56,0.21,0.74,1,0.23,0.74,0.36,0.46,0.2,0.2,0.26,0.29,0.31,0.39,0.23,0.16,0.2,0.22,0.29,0.73,0.47,0.27,0.29,0.56,0.39,0.62,0.23,0.56,0.22,0.56,0.59,0.73,0.69,0.66,0.47,0.5,0.5,0.61,0.43,0.65,0.64,0.28,0.36,0.27,0.5,0.59,0.66,0.73,0.3,0.31,0.32,0.32,0.62,0.23,0.3,0.21,0.31,0.44,0.27,0.29,0.31,0.68,0,1,0.52,0.25,0.46,0.49,0.73,0.45,0.28,0.14,0.14,0.15,0.27,0.27,0.32,0.27,0.55,0.54,0.35,0.28,0.14,0.25,0.61,0.28,0.45,0.64,0.16,0.14,0.86,0.14,0.26,0.19,0.43,0.14,0.9,0.6,0.25,0.39,0.07,0.44,0.08,0.57,0.16,0.64,0.18,0.28,0.3,0.17,0.38,0.5,0.28,0.13,0.25 +53,?,?,Richlandcity,3,0.04,0.34,0.03,0.9,0.2,0.05,0.37,0.41,0.23,0.41,0.05,1,0.41,0.58,0.46,0.66,0.41,0.26,0.65,0.47,0.41,0.4,0.43,0.2,0.38,0.27,0.38,0.02,0.19,0.1,0.14,0.56,0.29,0.56,0.24,0.83,0.18,0.73,0.47,0.28,0.5,0.5,0.41,0.66,0.72,0.75,0.65,0.43,0.43,0.01,0.13,0.01,0.3,0.25,0.38,0.41,0.08,0.06,0.08,0.08,0.91,0.05,0.2,0.19,0.37,0.43,0.3,0.57,0.08,0.42,0.5,0.04,0.81,0.54,0.15,0.62,0.46,0.14,0.07,0.13,0.13,0.15,0.22,0.21,0.21,0.23,0.08,0.04,0.18,0,0.01,0.11,0.35,0.48,0.62,0.57,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.08,0.38,?,?,?,?,0,?,0.1 +39,?,?,Fairborncity,3,0.03,0.34,0.08,0.89,0.16,0.02,0.56,0.68,0.55,0.29,0.05,1,0.26,0.61,0.16,0.46,0.29,0.37,0.75,0.28,0.27,0.26,0.28,0.25,0.22,0.3,0.51,0.04,0.4,0.28,0.38,0.33,0.4,0.47,0.3,0.48,0.39,0.46,0.5,0.51,0.56,0.55,0.37,0.54,0.58,0.6,0.55,0.4,0.41,0.01,0.16,0.01,0.61,0.68,0.64,0.6,0.15,0.15,0.13,0.11,0.92,0.05,0.13,0.12,0.36,0.42,0.35,0.41,0.19,0.55,0,0.03,0.83,0.4,0.03,0.17,0.5,0.28,0.1,0.11,0.11,0.11,0.28,0.29,0.29,0.3,0.57,0.18,0.24,0,0,0.1,0.53,0.38,0.41,0.52,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.23,0.01,?,?,?,?,0,?,0.05 +47,?,?,Morristowncity,3,0.02,0.33,0.18,0.86,0.02,0.01,0.43,0.5,0.35,0.5,0,0,0.13,0.39,0.26,0.29,0.59,0.52,0.41,0.15,0.18,0.18,0.18,0.11,0.43,0,0.55,0.04,0.53,0.83,0.76,0.16,0.51,0.31,1,0.24,0.88,0.19,0.7,0.34,0.74,0.76,0.35,0.42,0.41,0.37,0.39,0.47,0.41,0.01,0.25,0,0.13,0.42,0.45,0.38,0,0.01,0.02,0.01,0.97,0.01,0.12,0.12,0.33,0.34,0.36,0.48,0.1,0.57,0,0.03,0.78,0.48,0.04,0.37,0.56,0.75,0.21,0.06,0.05,0.06,0.06,0.1,0.1,0.11,0.31,0.35,0.35,0.01,0,0.01,0.81,0.56,0.76,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.11,0,?,?,?,?,0,?,0.16 +34,33,57870,Pennsvilletownship,3,0.01,0.41,0.01,0.98,0.05,0.01,0.45,0.44,0.3,0.45,0.02,0.96,0.44,0.53,0.29,0.54,0.53,0.18,0.74,0.44,0.36,0.35,0.35,0.05,0.51,0.23,0.3,0.01,0.15,0.3,0.41,0.14,0.18,0.52,0.59,0.22,0.51,0.24,0.42,0.33,0.4,0.42,0.45,0.72,0.72,0.79,0.66,0.67,0.53,0,0.1,0,0,0.14,0.12,0.13,0,0.02,0.01,0.01,0.95,0.05,0.14,0.15,0.46,0.51,0.28,0.77,0.05,0.4,0.5,0.01,0.88,0.72,0.35,0.59,0.42,0.14,0.23,0.18,0.18,0.19,0.35,0.4,0.38,0.4,0.49,0.21,0.4,0,0,0.05,0.6,0.77,0.89,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.05,0.06,?,?,?,?,0,?,0.04 +34,3,53850,Oaklandborough,3,0,0.66,0.02,0.95,0.14,0.05,0.38,0.39,0.28,0.25,0.02,1,0.85,0.87,0.15,0.78,0.29,0.05,0.37,0.77,0.63,0.62,0.64,0.21,0.38,0.68,0.59,0,0.02,0.18,0.18,0.59,0.13,0.7,0.37,0.44,0.18,0.66,0.16,0.38,0.18,0.17,0.57,0.93,0.91,0.99,0.86,0.41,0.5,0,0.05,0.01,0.33,0.31,0.31,0.27,0.22,0.17,0.16,0.13,0.8,0.04,0.2,0.24,0.68,0.65,0.62,0.94,0.05,0.11,0.5,0,0.92,0.94,0.14,0.4,0.42,0.01,0.24,0.6,0.56,0.54,0.79,0.89,1,0.99,0.6,0.61,0.79,0,0,0.27,0.55,0.79,0.76,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.12,0.26,?,?,?,?,0,?,0.01 +28,?,?,Vicksburgcity,3,0.02,0.37,1,0.09,0.02,0.01,0.46,0.45,0.27,0.61,0,0,0.09,0.29,0.23,0.25,0.64,0.77,0.53,0.11,0.15,0.35,0.14,0.23,0.21,0,0.11,0.06,0.89,0.55,0.66,0.25,0.61,0.22,0.33,0.44,0.47,0.36,0.63,0.52,0.63,0.67,0.56,0.1,0.07,0.14,0,0.84,0.62,0.06,1,0,0,0.39,0.61,0.75,0,0.02,0.03,0.03,0.98,0.02,0.45,0.36,0.4,0.38,0.44,0.43,0.27,0.55,0.5,0.05,0.56,0.45,0.36,0.5,0.4,0.57,0.56,0.05,0.05,0.05,0.03,0.09,0.14,0.16,0.7,0.49,0.56,0,0,0.02,0.86,0.67,0.87,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.13,0.04,?,?,?,?,0,?,0.29 +25,17,68260,Sudburytown,3,0.01,0.63,0.02,0.94,0.18,0.02,0.4,0.33,0.24,0.18,0.02,0.9,1,0.85,0.3,0.91,0.23,0.1,0.34,1,0.98,0.95,0.67,0.62,0.72,0,0.43,0,0.02,0.04,0.04,1,0.1,0.73,0.53,0.65,0.09,1,0.15,0.33,0.21,0.19,0.58,0.94,0.96,0.95,0.75,0.45,0.48,0,0.04,0.01,0.18,0.26,0.36,0.34,0.09,0.11,0.14,0.12,0.89,0.03,0.15,0.18,0.68,0.68,0.39,0.94,0.01,0.05,1,0,0.94,0.92,0,0.56,0.54,0.01,0.12,0.74,0.81,0.87,0.18,0.58,1,0.54,0.54,0.46,0.54,0,0,0.21,0.56,0.83,0.74,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.05,0.12,?,?,?,?,0,?,0.1 +34,31,77840,Waynetownship,3,0.06,0.61,0.02,0.93,0.19,0.06,0.41,0.43,0.33,0.41,0.07,1,0.78,0.74,0.24,0.77,0.45,0.09,0.44,0.75,0.69,0.67,0.31,0.12,0.62,0.31,0.6,0.01,0.04,0.2,0.23,0.58,0.2,0.6,0.44,0.42,0.19,0.65,0.16,0.42,0.19,0.18,0.54,0.92,0.91,0.9,0.79,0.21,0.37,0,0.04,0.03,0.17,0.23,0.25,0.28,0.13,0.15,0.15,0.15,0.75,0.1,0.22,0.24,0.6,0.64,0.26,0.89,0.04,0.24,0.5,0.03,0.89,0.84,0.21,0.57,0.48,0.02,0.12,0.63,0.65,0.64,0.62,0.69,0.84,0.67,0.52,0.57,0.5,0,0,0.32,0.64,0.77,0.71,0.82,0.01,0.19,0.98,0.24,0.02,0.15,0.25,0.19,0.91,0.98,0,0.03,0,0.02,0.02,0.79,0.06,0.07,0.16,0.23,0.02,0.01,0.86,0,0.51,0.13,0.05 +53,?,?,Pascocity,3,0.02,0.6,0.11,0.39,0.15,0.76,0.53,0.57,0.39,0.35,0.03,0.98,0.1,0.42,0.45,0.24,0.48,0.63,0.39,0.11,0.1,0.16,0.15,0.14,0.21,0.13,0.15,0.06,0.88,0.85,0.75,0.12,0.79,0.36,0.39,0.23,0.59,0.17,0.65,0.49,0.66,0.68,0.74,0.39,0.44,0.36,0.49,0.33,0.31,0.03,0.6,0.03,0.59,0.74,0.71,0.73,0.9,0.99,0.87,0.81,0.31,1,0.8,0.7,0.63,0.52,0.74,0.27,0.81,0.69,0,0.04,0.54,0.34,0.45,0.44,0.52,0.76,0.5,0.07,0.05,0.05,0.12,0.13,0.12,0.11,0.57,0.28,0.32,0.04,0.03,0.65,0.36,0.24,0.29,0.29,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.07,0.09,?,?,?,?,0,?,0.36 +35,?,?,Demingcity,3,0,0.46,0.04,0.78,0.02,1,0.48,0.42,0.27,0.66,0,0,0.07,0.13,0.39,0.28,0.74,0.75,0.62,0.05,0.09,0.1,0.13,0.05,0.15,0.13,0.17,0.03,0.91,0.88,0.79,0.16,1,0,0.13,0.3,0.37,0.26,0.56,0.3,0.53,0.57,0.6,0.45,0.44,0.17,0.56,0.22,0.11,0.01,0.36,0.01,0.24,0.36,0.53,0.49,0.27,0.35,0.47,0.4,0.12,0.75,0.53,0.47,0.5,0.47,0.54,0.55,0.45,0.64,0,0.02,0.61,0.57,0.47,0.46,0.67,1,0.77,0.07,0.06,0.06,0.07,0.1,0.11,0.07,0.48,0.64,0.28,0,0,0.47,0.42,0.6,0.66,0.55,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.16,0.01,?,?,?,?,0,?,0.22 +9,1,56060,Norwalktown,3,0.11,0.39,0.3,0.69,0.1,0.17,0.26,0.46,0.26,0.4,0.12,1,0.6,0.7,0.26,0.63,0.38,0.19,0.34,0.61,0.62,0.67,0.38,0.15,0.46,0.43,0.53,0.04,0.12,0.27,0.34,0.47,0.26,0.69,0.46,0.37,0.28,0.55,0.42,0.52,0.46,0.46,0.46,0.62,0.59,0.7,0.57,0.52,0.56,0.05,0.38,0.07,0.26,0.37,0.42,0.45,0.24,0.3,0.32,0.31,0.67,0.23,0.27,0.24,0.42,0.46,0.37,0.56,0.17,0.54,0.5,0.09,0.81,0.54,0.29,0.47,0.4,0.09,0.22,0.64,0.65,0.66,0.56,0.64,0.83,0.67,0.51,0.61,0.74,0.07,0.02,0.39,0.46,0.66,0.8,0.64,0.02,0.19,0.97,0.24,0.07,0.36,0.61,0.19,0.97,0.68,0.33,0.16,0.11,0.34,0.07,0.29,0.02,0.06,0.29,0.46,0.05,0.02,0.79,0,1,0.16,0.17 +39,17,49840,Middletowncity,3,0.06,0.36,0.21,0.83,0.02,0.01,0.37,0.45,0.3,0.47,0.07,1,0.23,0.41,0.1,0.38,0.56,0.48,0.67,0.26,0.27,0.28,0.21,0.09,0.15,0.26,0.33,0.06,0.4,0.35,0.49,0.19,0.51,0.38,0.7,0.36,0.59,0.31,0.7,0.28,0.68,0.72,0.4,0.49,0.5,0.47,0.52,0.38,0.35,0.03,0.3,0,0.11,0.13,0.15,0.26,0.01,0.01,0.01,0.01,0.96,0.04,0.19,0.18,0.39,0.41,0.38,0.52,0.1,0.56,0,0.05,0.8,0.51,0.22,0.39,0.38,0.48,0.16,0.09,0.09,0.1,0.17,0.19,0.21,0.23,0.48,0.22,0.39,0.01,0,0.02,0.73,0.55,0.76,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.19,0.05,?,?,?,?,0,?,0.15 +25,13,37175,Ludlowtown,3,0.01,0.47,0,0.99,0.03,0.04,0.38,0.43,0.29,0.5,0.02,0.79,0.41,0.55,0.15,0.5,0.58,0.24,0.62,0.4,0.31,0.3,0.46,0.71,0.07,0.98,0.5,0.01,0.09,0.54,0.58,0.17,0.27,0.61,0.77,0.25,0.63,0.25,0.28,0.37,0.26,0.28,0.5,0.82,0.83,0.89,0.8,0.7,0.73,0,0.12,0.02,0.09,0.1,0.1,0.12,0.11,0.1,0.09,0.1,0.5,0.36,0.15,0.16,0.51,0.56,0.32,0.78,0.06,0.4,0.5,0.01,0.9,0.74,0.06,0.68,0.44,0.09,0.15,0.32,0.31,0.29,0.34,0.39,0.45,0.41,0.42,0.34,0.53,0,0,0.48,0.76,0.84,0.93,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.06,0.01,?,?,?,?,0,?,0.14 +6,?,?,SanBernardinocity,3,0.25,0.62,0.31,0.4,0.24,0.64,0.45,0.57,0.37,0.3,0.26,1,0.23,0.45,0.11,0.28,0.4,0.89,0.47,0.22,0.19,0.26,0.21,0.15,0.18,0.22,0.26,0.33,0.6,0.43,0.56,0.19,0.73,0.34,0.26,0.45,0.45,0.29,0.72,0.54,0.77,0.78,0.7,0.36,0.36,0.36,0.39,0.2,0.18,0.23,0.64,0.17,0.5,0.59,0.66,0.69,0.54,0.56,0.57,0.55,0.5,0.54,0.66,0.59,0.63,0.55,0.71,0.36,0.67,0.68,0,0.23,0.71,0.41,0.81,0.31,0.5,0.47,0.25,0.21,0.21,0.22,0.36,0.37,0.41,0.36,0.83,0.56,0.19,0.48,0.31,0.46,0.51,0.34,0.53,0.66,0.24,0.64,0.83,0.51,0.29,0.61,0.34,0.64,0.34,0.32,0.07,0.21,0.16,0.17,0.16,0.43,0.24,0.16,0.25,0.1,0.58,0.34,0.1,0.5,0.4,0.82,1 +25,17,81035,Woburncity,3,0.04,0.45,0.02,0.95,0.09,0.04,0.3,0.53,0.31,0.41,0.06,1,0.51,0.7,0.18,0.59,0.46,0.21,0.55,0.54,0.45,0.43,0.43,0.13,0.38,0.15,0.42,0.02,0.12,0.14,0.22,0.38,0.34,0.69,0.37,0.48,0.27,0.5,0.31,0.59,0.33,0.33,0.56,0.69,0.72,0.71,0.74,0.51,0.56,0.01,0.12,0.01,0.27,0.26,0.28,0.3,0.11,0.1,0.1,0.09,0.85,0.07,0.32,0.29,0.49,0.63,0.29,0.6,0.07,0.48,0.5,0.03,0.84,0.53,0.17,0.37,0.35,0.05,0.15,0.48,0.44,0.39,0.63,0.64,0.72,0.64,0.35,0.5,0.35,0,0,0.18,0.86,0.74,0.85,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.24,0.22,?,?,?,?,0,?,0.1 +5,?,?,Jonesborocity,3,0.06,0.41,0.15,0.86,0.05,0.01,0.6,0.65,0.55,0.35,0,0,0.19,0.56,0.76,0.34,0.44,0.29,0.33,0.23,0.25,0.25,0.16,0.15,0.15,0.16,0.19,0.07,0.43,0.45,0.46,0.33,0.29,0.53,0.41,0.5,0.45,0.36,0.49,0.44,0.52,0.53,0.4,0.62,0.62,0.73,0.67,0.62,0.61,0.01,0.13,0,1,1,1,0.92,0.09,0.07,0.06,0.05,0.97,0.03,0.12,0.12,0.38,0.41,0.36,0.52,0.1,0.49,0.5,0.08,0.68,0.51,0.17,0.45,0.71,0.52,0.24,0.09,0.1,0.11,0.16,0.19,0.19,0.19,0.51,0.29,0.37,0,0,0.03,0.71,0.42,0.54,0.65,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.21,0.05,0.01,?,?,?,?,0,?,0.24 +34,13,53680,Nutleytownship,3,0.03,0.39,0.03,0.89,0.29,0.06,0.28,0.38,0.24,0.59,0.04,1,0.52,0.59,0.17,0.68,0.58,0.13,0.54,0.55,0.5,0.49,0.52,0.39,0.35,0.43,0.52,0.01,0.12,0.27,0.34,0.45,0.3,0.53,0.46,0.39,0.25,0.56,0.27,0.44,0.27,0.28,0.49,0.81,0.82,0.9,0.64,0.28,0.42,0,0.04,0.02,0.36,0.36,0.39,0.42,0.27,0.23,0.23,0.23,0.75,0.15,0.21,0.2,0.43,0.56,0.18,0.7,0.06,0.51,0.5,0.02,0.88,0.61,0.09,0.53,0.15,0.03,0.03,0.52,0.48,0.45,0.56,0.56,0.62,0.57,0.37,0.58,0.9,0,0,0.31,0.74,0.84,0.79,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.67,0.49,?,?,?,?,0,?,0.12 +55,?,?,RiverFallscity,3,0,0.67,0.01,0.97,0.07,0.01,1,1,1,0.22,0,0,0.31,0.72,0.64,0.66,0.33,0.3,0.21,0.38,0.23,0.23,0.08,0.03,0.09,0.04,0.17,0.01,0.38,0.27,0.19,0.49,0.39,0.65,0.36,0.62,0.43,0.35,0.23,0.96,0.26,0.25,0.48,0.63,0.72,0.74,0.67,0.84,0.89,0,0.2,0,0.44,0.55,0.56,0.58,0.07,0.08,0.07,0.07,0.91,0.07,0.17,0.18,0.44,0.58,0.32,0.45,0.08,0.58,0,0,0.92,0.39,0,0.23,0.67,0.1,0,0.16,0.13,0.13,0.28,0.31,0.34,0.29,0.55,0.32,0.42,0,0,0.06,0.55,0.22,0.14,0.39,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.22,0.05,?,?,?,?,0,?,0.04 +40,?,?,MidwestCitycity,3,0.07,0.39,0.32,0.65,0.11,0.05,0.44,0.53,0.33,0.36,0.08,1,0.25,0.63,0.18,0.4,0.36,0.24,0.78,0.25,0.26,0.28,0.24,0.17,0.21,0.34,0.37,0.05,0.29,0.17,0.29,0.26,0.41,0.54,0.2,0.38,0.37,0.34,0.67,0.31,0.74,0.74,0.44,0.51,0.51,0.56,0.52,0.67,0.65,0.03,0.27,0.01,0.38,0.35,0.33,0.39,0.06,0.05,0.04,0.05,0.93,0.04,0.2,0.19,0.42,0.42,0.45,0.54,0.17,0.46,0.5,0.13,0.55,0.55,0.12,0.55,0.56,0.33,0.22,0.07,0.07,0.08,0.22,0.22,0.22,0.24,0.38,0.33,0.18,0.02,0,0.07,0.6,0.53,0.72,0.64,0.01,0.15,0.98,0.18,0.03,0.25,0.52,0.15,0.57,0.85,0.05,0.03,0,0.05,0.03,0.5,0.08,0.07,0.18,0,0.05,0.01,0.69,1,0.9,0.1,0.21 +47,?,?,Knoxvillecity,3,0.25,0.29,0.31,0.74,0.06,0.01,0.51,0.63,0.52,0.5,0.26,1,0.14,0.42,0.18,0.37,0.56,0.47,0.45,0.18,0.24,0.26,0.18,0.15,0.2,0.19,0.42,0.29,0.55,0.43,0.51,0.34,0.45,0.36,0.27,0.57,0.41,0.43,0.66,0.59,0.68,0.7,0.32,0.38,0.38,0.55,0.38,0.48,0.44,0.13,0.39,0.02,0.85,0.77,0.79,0.75,0.12,0.09,0.09,0.08,0.95,0.03,0.13,0.11,0.23,0.31,0.22,0.4,0.1,0.66,0,0.34,0.66,0.38,0.54,0.41,0.44,0.38,0.16,0.07,0.07,0.08,0.13,0.17,0.2,0.17,0.5,0.4,0.49,0.21,0.3,0.05,0.72,0.48,0.64,0.65,0.05,0.16,0.93,0.2,0.13,0.28,0.58,0.16,0.73,0.93,0.12,0,0,0.08,0.11,0.5,0.11,0.22,0.18,0.11,0.35,0.05,0.84,0,1,0.12,0.7 +39,93,44856,Loraincity,3,0.1,0.47,0.27,0.67,0.02,0.31,0.46,0.48,0.3,0.44,0.11,1,0.21,0.37,0.1,0.35,0.54,0.71,0.7,0.23,0.19,0.21,0.19,0.19,0.51,0.21,0.26,0.13,0.52,0.39,0.57,0.1,0.62,0.3,0.7,0.39,0.72,0.22,0.57,0.41,0.61,0.62,0.56,0.41,0.41,0.4,0.44,0.3,0.23,0.06,0.37,0.01,0.05,0.08,0.07,0.07,0.01,0.01,0.01,0.01,0.71,0.17,0.34,0.32,0.51,0.51,0.51,0.52,0.16,0.43,0.5,0.07,0.82,0.53,0.46,0.56,0.35,0.52,0.18,0.09,0.08,0.08,0.16,0.19,0.19,0.21,0.56,0.18,0.37,0.01,0.01,0.08,0.73,0.69,0.89,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.25,0.04,?,?,?,?,0,?,0.13 +41,?,?,Beavertoncity,3,0.07,0.31,0.02,0.84,0.47,0.06,0.32,0.51,0.28,0.26,0.08,1,0.37,0.73,0.19,0.59,0.26,0.14,0.32,0.41,0.41,0.41,0.29,0.26,0.28,0.27,0.34,0.03,0.16,0.09,0.12,0.58,0.19,0.75,0.43,0.35,0.24,0.57,0.55,0.4,0.69,0.66,0.4,0.65,0.72,0.74,0.63,0.5,0.56,0.01,0.13,0.03,0.37,0.45,0.55,0.62,0.25,0.27,0.3,0.31,0.81,0.11,0.14,0.12,0.34,0.5,0.26,0.4,0.13,0.59,0,0.1,0.67,0.34,0.03,0.03,0.79,0.09,0.1,0.21,0.19,0.19,0.42,0.41,0.46,0.39,0.38,0.42,0.47,0,0,0.29,0.35,0.23,0.3,0.34,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.32,0.28,?,?,?,?,0,?,0.13 +48,?,?,Freeportcity,3,0,0.62,0.3,0.42,0.02,0.72,0.52,0.53,0.34,0.28,0,0,0.16,0.53,0.06,0.25,0.41,0.48,0.31,0.15,0.13,0.17,0.16,0.42,0,0.19,0.22,0.02,0.64,0.74,0.74,0.08,0.64,0.41,0.58,0.16,0.67,0.11,0.65,0.34,0.57,0.63,0.76,0.6,0.56,0.65,0.59,0.06,0.09,0.01,0.28,0.01,0.15,0.3,0.35,0.42,0.12,0.21,0.21,0.24,0.45,0.42,0.63,0.6,0.68,0.66,0.7,0.45,0.65,0.67,0,0.05,0.05,0.47,0.75,0.63,0.42,1,0.87,0.04,0.03,0.03,0.16,0.17,0.16,0.17,0.41,0.27,0.54,0,0,0.33,0.69,0.46,0.79,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.08,0.01,?,?,?,?,0,?,0.24 +23,3,60825,PresqueIslecity,3,0,0.39,0.01,0.97,0.03,0.01,0.51,0.56,0.41,0.42,0,0,0.19,0.57,0.37,0.42,0.49,0.54,0.56,0.22,0.21,0.2,0.16,0.09,0.11,0.01,0.64,0.01,0.33,0.44,0.42,0.25,0.38,0.51,0.28,0.53,0.54,0.42,0.41,0.45,0.45,0.45,0.36,0.61,0.64,0.7,0.61,0.57,0.62,0,0.08,0,0.17,0.17,0.25,0.22,0.06,0.06,0.08,0.06,0.86,0.01,0.1,0.11,0.37,0.44,0.3,0.54,0.09,0.6,0,0.01,0.75,0.51,0.03,0.44,0.35,0.28,0.56,0.08,0.08,0.08,0.25,0.24,0.23,0.22,0.69,0.35,0.58,0,0,0.16,0.78,0.48,0.78,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.22,0.01,0.01,?,?,?,?,0,?,0.04 +40,?,?,Moorecity,3,0.05,0.6,0.03,0.85,0.08,0.06,0.51,0.54,0.3,0.12,0.06,1,0.35,0.83,0.16,0.35,0.19,0.17,0.37,0.31,0.22,0.22,0.27,0.17,0.24,0.29,0.27,0.03,0.2,0.14,0.29,0.21,0.25,0.73,0.36,0.32,0.5,0.29,0.46,0.24,0.58,0.55,0.59,0.72,0.72,0.81,0.59,0.57,0.65,0.01,0.06,0.01,0.16,0.18,0.32,0.39,0.02,0.02,0.04,0.04,0.93,0.03,0.21,0.24,0.66,0.62,0.72,0.68,0.15,0.19,0.5,0.07,0.66,0.7,0.31,0.58,0.73,0.23,0.16,0.09,0.07,0.07,0.23,0.28,0.3,0.34,0.4,0.38,0.31,0,0,0.06,0.63,0.47,0.44,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.16,0.01,?,?,?,?,0,?,0.14 +55,59,39225,Kenoshacity,3,0.11,0.46,0.12,0.85,0.03,0.11,0.43,0.51,0.33,0.43,0.13,1,0.27,0.51,0.09,0.53,0.55,0.48,0.65,0.28,0.24,0.25,0.16,0.22,0.35,0.16,0.21,0.09,0.33,0.31,0.46,0.18,0.5,0.46,0.65,0.39,0.55,0.27,0.54,0.46,0.54,0.56,0.51,0.5,0.53,0.56,0.57,0.55,0.57,0.06,0.33,0.03,0.22,0.25,0.26,0.27,0.08,0.08,0.07,0.07,0.83,0.1,0.27,0.25,0.46,0.52,0.38,0.57,0.14,0.55,0.5,0.07,0.86,0.54,0.21,0.34,0.31,0.26,0.17,0.11,0.1,0.09,0.25,0.26,0.28,0.26,0.44,0.34,0.4,0.04,0,0.14,0.67,0.57,0.74,0.63,0.02,0.17,0.97,0.22,0.04,0.17,0.32,0.17,0.85,0.82,0.03,0.06,0.11,0.07,0.03,0.36,0.14,0.06,0.31,0.11,0.06,0.02,0.88,0.5,0.51,0.14,0.22 +39,?,?,Chillicothecity,3,0.02,0.32,0.15,0.87,0.04,0.01,0.37,0.39,0.25,0.61,0,0,0.18,0.22,0.21,0.46,0.64,0.59,0.68,0.23,0.25,0.24,0.3,0.27,0.58,1,0.41,0.04,0.52,0.37,0.53,0.21,0.73,0.24,0.55,0.49,0.55,0.37,0.65,0.3,0.67,0.69,0.37,0.47,0.52,0.42,0.56,0.4,0.39,0.01,0.21,0,0.45,0.33,0.41,0.4,0.04,0.03,0.03,0.03,0.96,0.04,0.15,0.13,0.33,0.34,0.35,0.51,0.07,0.55,0,0.04,0.71,0.51,0.14,0.67,0.15,0.51,0.17,0.07,0.07,0.08,0.1,0.13,0.14,0.16,0.55,0.26,0.42,0,0,0.03,0.88,0.62,0.82,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.23,0.05,?,?,?,?,0,?,0.17 +6,?,?,SantaRosacity,3,0.17,0.35,0.03,0.84,0.21,0.17,0.36,0.42,0.28,0.53,0.18,1,0.39,0.41,0.28,0.57,0.53,0.35,0.6,0.4,0.42,0.43,0.26,0.16,0.26,0.29,0.35,0.08,0.21,0.17,0.23,0.43,0.26,0.51,0.26,0.44,0.32,0.45,0.6,0.42,0.75,0.71,0.39,0.55,0.6,0.66,0.51,0.51,0.57,0.04,0.17,0.07,0.36,0.48,0.54,0.56,0.25,0.29,0.3,0.28,0.8,0.18,0.23,0.2,0.37,0.35,0.42,0.46,0.2,0.56,0,0.11,0.85,0.48,0.06,0.14,0.71,0.1,0.07,0.51,0.5,0.51,0.57,0.56,0.65,0.55,0.73,0.68,0.17,0.13,0.08,0.29,0.58,0.34,0.57,0.71,0.01,0.09,0.98,0.1,0.04,0.14,0.47,0.09,0.24,0.41,0.71,0,0,0.49,0.03,0.57,0.74,0.1,0.28,0.13,0.06,0.04,0.6,1,0.56,0.16,0.22 +40,?,?,Bartlesvillecity,3,0.04,0.33,0.06,0.83,0.07,0.03,0.35,0.34,0.2,0.56,0,0,0.31,0.42,0.48,0.63,0.6,0.19,0.66,0.35,0.39,0.41,0.18,0.14,0.29,0.26,0.33,0.03,0.28,0.21,0.29,0.51,0.26,0.4,0.34,0.41,0.24,0.56,0.4,0.17,0.47,0.46,0.35,0.71,0.72,0.65,0.67,0.56,0.47,0.01,0.12,0,0.48,0.41,0.48,0.47,0.07,0.05,0.06,0.05,0.95,0.02,0.11,0.11,0.35,0.36,0.34,0.67,0.06,0.39,0.5,0.1,0.5,0.67,0.21,0.74,0.48,0.32,0.16,0.07,0.09,0.11,0.15,0.19,0.2,0.21,0.4,0.13,0.17,0,0,0.06,0.51,0.54,0.64,0.61,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.14,0,?,?,?,?,0,?,0.21 +42,29,84192,WestWhitelandtownship,3,0,0.46,0.08,0.91,0.08,0.02,0.34,0.51,0.26,0.21,0.02,0.98,0.64,0.84,0.26,0.72,0.23,0.03,0.3,0.61,0.56,0.55,0.41,1,0.58,0.27,0.62,0,0.02,0.07,0.08,0.72,0.14,0.73,0.44,0.56,0.15,0.8,0.31,0.41,0.3,0.31,0.47,0.87,0.83,0.92,0.77,0.18,0.26,0,0.03,0,0.35,0.32,0.36,0.39,0.11,0.09,0.09,0.09,0.91,0.01,0.17,0.17,0.48,0.58,0.23,0.73,0.02,0.33,0.5,0.01,0.77,0.66,0.05,0.33,0.77,0.06,0,0.39,0.38,0.37,0.64,0.56,0.65,0.64,0.3,0.56,0.19,0,0,0.13,0.61,0.46,0.43,0.5,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.08,0.23,?,?,?,?,0,?,0.03 +34,13,4695,Bellevilletownship,3,0.04,0.39,0.07,0.79,0.37,0.19,0.3,0.48,0.28,0.5,0.05,1,0.44,0.64,0.15,0.53,0.53,0.19,0.54,0.46,0.4,0.4,0.35,0.23,0.35,0.41,0.51,0.02,0.12,0.37,0.5,0.26,0.3,0.56,0.43,0.32,0.41,0.36,0.35,0.51,0.36,0.37,0.49,0.68,0.68,0.75,0.6,0.45,0.4,0.01,0.2,0.03,0.18,0.32,0.37,0.41,0.2,0.3,0.31,0.32,0.56,0.27,0.28,0.26,0.43,0.56,0.32,0.48,0.19,0.67,0,0.03,0.82,0.42,0.25,0.37,0.23,0.07,0.31,0.43,0.41,0.36,0.54,0.52,0.58,0.52,0.37,0.66,0.81,0,0,0.45,0.72,0.77,0.8,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.86,0.49,?,?,?,?,0,?,0.2 +5,?,?,Russellvillecity,3,0.02,0.44,0.09,0.91,0.04,0.02,0.62,0.65,0.57,0.4,0,0,0.19,0.57,0.26,0.36,0.48,0.27,0.36,0.21,0.21,0.2,0.18,0.11,0.16,0.18,0.13,0.03,0.38,0.39,0.47,0.32,0.41,0.43,0.44,0.37,0.44,0.39,0.42,0.47,0.54,0.5,0.39,0.63,0.64,0.66,0.64,0.52,0.54,0,0.11,0,0.34,0.25,0.21,0.21,0.02,0.01,0.01,0.01,0.97,0.03,0.1,0.1,0.36,0.43,0.3,0.52,0.09,0.47,0.5,0.03,0.71,0.49,0.05,0.38,0.75,0.61,0.21,0.09,0.08,0.1,0.11,0.14,0.14,0.18,0.46,0.43,0.4,0,0,0.01,0.61,0.33,0.38,0.53,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.07,0.02,?,?,?,?,0,?,0.09 +8,?,?,Brightoncity,3,0.01,0.6,0.02,0.73,0.09,0.64,0.46,0.49,0.28,0.35,0,0,0.26,0.59,0.46,0.32,0.41,0.35,0.33,0.28,0.24,0.21,1,0.22,0.31,0.24,0.27,0.02,0.34,0.42,0.51,0.19,0.53,0.46,0.34,0.32,0.61,0.24,0.54,0.34,0.57,0.58,0.57,0.61,0.61,0.68,0.6,0.87,0.78,0.01,0.16,0.01,0.22,0.47,0.55,0.59,0.11,0.2,0.22,0.21,0.63,0.26,0.3,0.31,0.57,0.56,0.58,0.59,0.25,0.5,0.5,0.03,0.58,0.6,0.15,0.46,0.67,0.35,0.48,0.15,0.13,0.13,0.28,0.29,0.33,0.28,0.76,0.51,0.51,0.02,0,0.21,0.53,0.57,0.59,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.08,0.03,?,?,?,?,0,?,0.11 +19,41,93955,Spencercity,3,0,0.31,0,0.99,0.04,0,0.39,0.41,0.24,0.52,0,0,0.21,0.56,0.82,0.49,0.56,0.37,0.2,0.25,0.26,0.25,0,0.04,0,0.61,0.31,0.01,0.25,0.21,0.24,0.25,0.04,0.6,0.33,0.42,0.54,0.34,0.41,0.23,0.41,0.43,0.4,0.71,0.78,0.82,0.76,0.81,0.84,0,0.07,0,0.42,0.31,0.26,0.22,0.01,0.01,0.01,0,0.98,0.01,0.1,0.09,0.32,0.42,0.2,0.59,0.04,0.48,0.5,0.01,0.83,0.54,0.17,0.6,0.38,0.3,0.33,0.06,0.06,0.07,0.1,0.12,0.12,0.09,0.26,0.18,0.29,0,0,0.01,0.8,0.55,0.63,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0.03,?,?,?,?,0,?,0 +12,?,?,PembrokePinescity,3,0.09,0.33,0.1,0.87,0.12,0.21,0.24,0.37,0.19,0.69,0.1,1,0.41,0.46,0.1,0.6,0.64,0.11,0.44,0.41,0.4,0.39,0.34,0.28,0.28,0.38,0.52,0.03,0.12,0.17,0.3,0.33,0.17,0.48,0.15,0.38,0.14,0.49,0.39,0.25,0.49,0.47,0.31,0.74,0.76,0.81,0.68,0.68,0.71,0.02,0.15,0.07,0.2,0.24,0.26,0.32,0.21,0.22,0.22,0.25,0.7,0.14,0.1,0.1,0.34,0.34,0.33,0.74,0.13,0.72,0,0.15,0.61,0.74,0.01,0.26,0.88,0.02,0.07,0.22,0.2,0.2,0.64,0.59,0.6,0.61,0.53,0.51,0.5,0,0,0.44,0.18,0.36,0.34,0.41,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.17,0.04,?,?,?,?,0,?,0.13 +25,27,35075,Leominstercity,3,0.05,0.4,0.04,0.9,0.1,0.15,0.33,0.51,0.3,0.41,0.06,1,0.4,0.6,0.16,0.44,0.46,0.3,0.47,0.41,0.37,0.36,0.4,0.17,0.35,0.28,0.31,0.02,0.18,0.36,0.42,0.3,0.45,0.59,0.73,0.32,0.48,0.45,0.42,0.4,0.42,0.44,0.44,0.69,0.71,0.74,0.63,0.63,0.64,0.01,0.19,0.02,0.25,0.28,0.31,0.36,0.14,0.13,0.13,0.14,0.7,0.22,0.17,0.16,0.42,0.51,0.35,0.52,0.1,0.57,0,0.04,0.84,0.48,0.05,0.44,0.44,0.09,0.39,0.35,0.33,0.31,0.37,0.41,0.46,0.41,0.4,0.54,0.53,0.01,0,0.22,0.72,0.59,0.73,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.11,0.04,?,?,?,?,0,?,0.17 +39,49,18000,Columbuscity,3,1,0.34,0.44,0.61,0.14,0.02,0.46,0.68,0.49,0.27,1,1,0.25,0.64,0.15,0.4,0.31,0.45,0.39,0.28,0.27,0.31,0.23,0.18,0.24,0.22,0.38,0.96,0.45,0.19,0.36,0.39,0.36,0.58,0.24,0.48,0.34,0.46,0.63,0.66,0.68,0.68,0.44,0.4,0.41,0.48,0.36,0.52,0.52,0.67,0.59,0.16,0.58,0.65,0.68,0.66,0.15,0.15,0.14,0.13,0.91,0.06,0.24,0.19,0.33,0.44,0.3,0.36,0.11,0.59,0,1,0.7,0.33,0.51,0.37,0.54,0.28,0.23,0.12,0.12,0.13,0.26,0.28,0.31,0.28,0.41,0.35,0.31,0.34,0.01,0.11,0.71,0.38,0.62,0.69,0.3,0.2,0.67,0.27,0.63,0.37,0.61,0.2,0.76,0.77,0.36,0,0,0.25,0.15,1,0.5,0.55,0.28,0.26,0.71,0.28,0.98,0.5,0.31,0.18,0.46 +5,?,?,Stuttgartcity,3,0,0.4,0.59,0.53,0.01,0,0.44,0.43,0.25,0.51,0,0,0.15,0.41,1,0.35,0.54,0.35,0.19,0.19,0.26,0.36,0.13,0.25,0.05,0.75,0.48,0.02,0.5,0.63,0.61,0.19,0.43,0.46,0.59,0.36,0.51,0.32,0.48,0.29,0.5,0.51,0.47,0.48,0.45,0.53,0.49,0.67,0.73,0.01,0.32,0,0.94,0.7,0.57,0.48,0.01,0.01,0.01,0,0.97,0.01,0.25,0.23,0.42,0.41,0.44,0.59,0.16,0.48,0.5,0.02,0.67,0.59,0.34,0.55,0.5,0.7,0.37,0.05,0.05,0.07,0.04,0.1,0.11,0.14,0.55,0.37,0.51,0,0,0,0.9,0.71,0.81,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.15,0.01,?,?,?,?,0,?,0.24 +36,11,3078,Auburncity,3,0.03,0.42,0.13,0.88,0.03,0.04,0.32,0.46,0.29,0.59,0,0,0.18,0.35,0.07,0.46,0.68,0.48,0.74,0.22,0.19,0.2,0.08,0.1,0.2,0.12,0.08,0.04,0.36,0.36,0.55,0.17,0.59,0.27,0.45,0.51,0.51,0.29,0.48,0.56,0.53,0.52,0.45,0.41,0.48,0.27,0.44,0.56,0.63,0.02,0.34,0.01,0.1,0.08,0.13,0.19,0.03,0.02,0.03,0.04,0.85,0.08,0.24,0.19,0.35,0.45,0.29,0.44,0.06,0.48,0.5,0.04,0.78,0.41,0.19,0.55,0,0.4,0.22,0.09,0.08,0.08,0.2,0.23,0.24,0.24,0.63,0.44,0.82,0,0,0.11,0.9,0.64,0.79,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.31,0.17,?,?,?,?,0,?,0.08 +35,?,?,Albuquerquecity,3,0.6,0.36,0.06,0.67,0.1,0.64,0.39,0.51,0.32,0.35,0.61,1,0.26,0.61,0.26,0.5,0.37,0.25,0.51,0.29,0.3,0.34,0.26,0.14,0.27,0.27,0.33,0.48,0.36,0.2,0.26,0.46,0.39,0.55,0.19,0.57,0.24,0.52,0.66,0.47,0.7,0.71,0.44,0.5,0.53,0.57,0.53,0.54,0.57,0.24,0.3,0.14,0.29,0.37,0.44,0.51,0.11,0.13,0.14,0.15,0.57,0.17,0.22,0.19,0.38,0.46,0.31,0.51,0.22,0.55,0,0.7,0.69,0.48,0.16,0.22,0.67,0.39,0.16,0.18,0.18,0.18,0.27,0.28,0.32,0.26,0.55,0.51,0.29,0.15,0.26,0.16,0.42,0.43,0.59,0.48,0.03,0.02,0.96,0.04,0.09,0.08,0.57,0.02,0.94,0.36,0.11,0.9,0,0.65,0.06,0.64,0.32,0.38,0.24,0.11,0.21,0.01,0.75,0.5,0.77,0,0.66 +13,?,?,Americuscity,3,0.01,0.54,1,0.18,0.02,0.01,0.56,0.58,0.46,0.47,0,0,0.12,0.34,0.18,0.2,0.57,0.95,0.4,0.12,0.14,0.28,0.13,0.02,0.73,0.29,0.22,0.04,0.84,0.6,0.67,0.27,0.72,0.27,0.52,0.54,0.63,0.37,0.59,0.61,0.65,0.66,0.58,0.08,0.09,0.07,0.17,0.51,0.43,0.04,1,0,0.9,0.66,0.54,0.46,0.04,0.03,0.02,0.01,0.96,0.03,0.41,0.36,0.47,0.48,0.49,0.41,0.33,0.51,0.5,0.03,0.68,0.42,0.23,0.52,0.58,0.71,1,0.06,0.05,0.06,0,0.09,0.11,0.1,0.55,0.32,0.53,0,0,0.01,0.87,0.52,0.68,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.14,0.01,?,?,?,?,0,?,0.25 +36,75,27815,Fultoncity,3,0,0.35,0.01,0.98,0.04,0.02,0.41,0.48,0.32,0.55,0,0,0.19,0.31,0.16,0.39,0.59,0.69,0.64,0.25,0.21,0.2,0.46,0.06,0.08,0.21,0.15,0.02,0.43,0.3,0.49,0.18,0.7,0.31,0.6,0.39,0.61,0.3,0.59,0.4,0.61,0.63,0.45,0.44,0.51,0.4,0.44,0.31,0.29,0.01,0.16,0,0.15,0.14,0.28,0.45,0.03,0.02,0.04,0.06,0.91,0.05,0.25,0.21,0.38,0.43,0.36,0.42,0.08,0.5,0.5,0.02,0.77,0.41,0.09,0.47,0.08,0.4,0.27,0.11,0.1,0.09,0.2,0.22,0.23,0.23,0.58,0.2,0.44,0,0,0.07,0.93,0.54,0.81,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.29,0.12,?,?,?,?,0,?,0.07 +6,?,?,PicoRiveracity,3,0.08,0.98,0.01,0.37,0.19,1,0.55,0.6,0.43,0.3,0.09,1,0.38,0.65,0.07,0.21,0.44,0.59,0.43,0.33,0.18,0.19,0.39,0.19,0.39,0.28,0.34,0.06,0.3,0.76,0.85,0.08,0.55,0.41,0.61,0.2,0.78,0.15,0.43,0.58,0.48,0.47,1,0.6,0.46,0.61,0.71,0.38,0.32,0.06,0.45,0.12,0.29,0.35,0.39,0.45,0.59,0.63,0.64,0.67,0,0.92,1,1,1,1,0.95,0.65,1,0.64,0,0.01,0.96,0.65,0.1,0.32,0.35,0.22,0.1,0.43,0.42,0.37,0.53,0.53,0.63,0.52,0.62,0.66,0.12,0.01,0,0.87,0.55,0.71,0.91,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.62,0.2,?,?,?,?,0,?,0.56 +44,1,73760,Warrentown,3,0,0.37,0.01,0.99,0.02,0.02,0.3,0.4,0.23,0.58,0.02,0.87,0.33,0.52,0.29,0.49,0.61,0.28,0.53,0.35,0.35,0.33,0.31,0.25,0.38,0.41,0.32,0.01,0.18,0.49,0.53,0.23,0.3,0.55,0.64,0.35,0.52,0.32,0.41,0.36,0.38,0.41,0.42,0.71,0.73,0.71,0.71,0.74,0.82,0,0.11,0.01,0.01,0.18,0.22,0.2,0.01,0.11,0.13,0.1,0.71,0.23,0.15,0.14,0.38,0.49,0.26,0.56,0.05,0.52,0.5,0.01,0.77,0.5,0.03,0.65,0.21,0.15,0.66,0.34,0.34,0.33,0.31,0.35,0.39,0.37,0.51,0.61,0.47,0,0,0.3,0.55,0.65,0.67,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0.11,?,?,?,?,0,?,0 +34,3,80270,Westwoodborough,3,0,0.39,0.13,0.84,0.21,0.06,0.26,0.4,0.23,0.53,0.02,1,0.58,0.57,0.22,0.71,0.58,0.19,0.53,0.59,0.54,0.54,0.42,0.32,0.39,0.67,0.59,0,0.05,0.25,0.28,0.47,0.18,0.6,0.33,0.4,0.19,0.57,0.28,0.43,0.34,0.33,0.49,0.8,0.8,0.93,0.8,0.27,0.39,0,0.13,0.01,0.18,0.28,0.37,0.32,0.15,0.2,0.24,0.19,0.74,0.1,0.23,0.21,0.42,0.62,0.11,0.68,0.05,0.44,0.5,0.01,0.86,0.56,0.14,0.12,0.33,0.01,0,0.6,0.57,0.53,0.74,0.73,0.86,0.75,0.7,0.58,0.86,0,0,0.35,0.47,0.77,0.8,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.38,0.57,?,?,?,?,0,?,0.04 +8,?,?,Lovelandcity,3,0.04,0.44,0.01,0.93,0.04,0.12,0.37,0.4,0.21,0.4,0,0,0.31,0.63,0.3,0.55,0.45,0.23,0.4,0.31,0.28,0.27,0.43,0.07,0.28,0.31,0.33,0.03,0.2,0.21,0.26,0.29,0.29,0.57,0.66,0.37,0.47,0.37,0.45,0.24,0.53,0.51,0.47,0.69,0.73,0.73,0.69,0.61,0.67,0.01,0.09,0,0.11,0.08,0.1,0.17,0.01,0.01,0.01,0.01,0.93,0.03,0.16,0.17,0.47,0.49,0.44,0.58,0.09,0.39,0.5,0.03,0.84,0.56,0.06,0.35,0.71,0.2,0.03,0.16,0.14,0.13,0.27,0.28,0.31,0.26,0.37,0.49,0.29,0.02,0,0.04,0.36,0.45,0.59,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.15,0,?,?,?,?,0,?,0.15 +39,95,77000,Toledocity,3,0.52,0.38,0.38,0.65,0.06,0.07,0.45,0.53,0.37,0.44,0.53,1,0.22,0.41,0.12,0.4,0.52,0.6,0.57,0.25,0.23,0.26,0.2,0.16,0.29,0.23,0.28,0.57,0.5,0.29,0.46,0.21,0.67,0.36,0.44,0.5,0.54,0.33,0.64,0.52,0.64,0.66,0.49,0.39,0.41,0.42,0.4,0.44,0.46,0.37,0.49,0.06,0.45,0.48,0.46,0.45,0.09,0.08,0.07,0.06,0.9,0.05,0.28,0.24,0.4,0.45,0.36,0.54,0.09,0.51,0.5,0.6,0.68,0.52,1,0.62,0.25,0.33,0.2,0.06,0.07,0.08,0.17,0.2,0.22,0.23,0.54,0.18,0.53,0.15,0.03,0.08,0.8,0.63,0.83,0.81,0.14,0.2,0.87,0.21,0.18,0.21,0.34,0.2,0.95,0.66,0.43,0.11,0,0.37,0.11,0.79,0.23,0.23,0.35,0.17,0.23,0.14,0.55,0.5,0.45,0.17,0.41 +6,?,?,MorganHillcity,3,0.02,0.65,0.03,0.74,0.33,0.43,0.48,0.48,0.29,0.21,0.04,1,0.69,0.76,0.53,0.57,0.27,0.25,0.29,0.65,0.5,0.52,0.37,0.26,0.47,0.3,0.37,0.01,0.11,0.2,0.27,0.45,0.19,0.68,0.58,0.32,0.28,0.53,0.41,0.4,0.47,0.45,0.65,0.75,0.71,0.79,0.71,0.43,0.53,0.01,0.14,0.02,0.3,0.36,0.34,0.37,0.23,0.25,0.21,0.21,0.66,0.22,0.4,0.41,0.68,0.63,0.75,0.64,0.31,0.35,0.5,0.02,0.85,0.67,0.15,0.26,0.79,0.12,0.03,0.76,0.81,0.87,0.7,0.72,0.88,0.77,0.63,0.91,0.11,0,0,0.33,0.56,0.41,0.71,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.19,0.13,?,?,?,?,0,?,0.2 +42,79,52584,Nanticokecity,3,0,0.28,0,1,0.02,0.01,0.33,0.36,0.28,0.84,0.02,1,0.12,0.16,0.15,0.48,0.9,0.46,0.95,0.18,0.19,0.18,0.07,0,0.11,0,0.52,0.01,0.31,0.58,0.68,0.14,0.48,0.21,0.52,0.4,0.68,0.22,0.35,0.44,0.27,0.32,0.38,0.6,0.62,0.81,0.54,0.39,0.35,0,0.12,0,0,0.17,0.26,0.22,0,0.01,0.02,0.02,0.85,0.08,0.17,0.15,0.3,0.37,0.24,0.56,0.04,0.42,0.5,0.02,0.71,0.52,0.86,0.91,0,0.16,0.75,0.05,0.05,0.06,0.08,0.11,0.11,0.11,0.52,0.12,0.65,0,0,0.04,0.97,0.86,0.92,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.29,0.16,?,?,?,?,0,?,0.06 +45,?,?,Hanahancity,3,0.01,0.41,0.18,0.82,0.09,0.04,0.53,0.69,0.54,0.24,0.02,1,0.28,0.73,0.16,0.4,0.29,0.19,0.59,0.29,0.3,0.31,0.2,0.21,0.27,0.33,0.31,0.01,0.19,0.24,0.34,0.24,0.12,0.64,0.36,0.24,0.4,0.36,0.62,0.42,0.57,0.61,0.39,0.62,0.61,0.74,0.56,0.36,0.46,0,0.09,0,0.5,0.64,0.68,0.64,0.09,0.1,0.1,0.08,0.93,0.07,0.14,0.14,0.44,0.47,0.42,0.48,0.13,0.47,0.5,0.01,0.79,0.47,0.05,0.37,0.63,0.31,0,0.16,0.16,0.18,0.27,0.25,0.23,0.26,0.34,0.32,0.29,0,0,0.07,0.47,0.41,0.3,0.32,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.11,0.03,?,?,?,?,0,?,0.2 +55,131,85350,WestBendcity,3,0.02,0.49,0,0.99,0.03,0.01,0.41,0.5,0.3,0.37,0,0,0.37,0.63,0.15,0.64,0.44,0.2,0.4,0.36,0.3,0.29,0.07,0.14,0.13,0.9,0.42,0.01,0.1,0.34,0.33,0.25,0.16,0.64,0.85,0.26,0.66,0.31,0.33,0.36,0.34,0.35,0.54,0.77,0.81,0.78,0.75,0.63,0.7,0.01,0.12,0,0,0.03,0.11,0.12,0,0,0.01,0.01,0.94,0.02,0.22,0.21,0.52,0.62,0.36,0.61,0.07,0.42,0.5,0.01,0.94,0.55,0.04,0.31,0.58,0.09,0.18,0.17,0.14,0.13,0.33,0.33,0.32,0.33,0.34,0.4,0.4,0,0,0.04,0.89,0.55,0.73,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.2,0.02,?,?,?,?,0,?,0.05 +34,5,8950,Burlingtontownship,3,0,0.52,0.41,0.61,0.16,0.07,0.33,0.49,0.31,0.4,0.02,0.9,0.46,0.74,0.32,0.45,0.39,0.26,0.59,0.45,0.37,0.38,0.38,0.27,0.19,0.31,0.33,0,0.12,0.3,0.37,0.23,0.25,0.62,0.42,0.29,0.45,0.3,0.52,0.45,0.46,0.5,0.49,0.55,0.55,0.72,0.67,0.54,0.69,0.01,0.52,0,0.29,0.29,0.35,0.42,0.11,0.1,0.1,0.12,0.86,0.08,0.24,0.23,0.48,0.61,0.3,0.59,0.15,0.53,0.5,0.01,0.83,0.52,0.1,0.44,0.5,0.13,0.16,0.27,0.27,0.27,0.52,0.43,0.41,0.41,0.3,0.47,0.57,0.03,0,0.16,0.57,0.62,0.76,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.08,0.19,?,?,?,?,0,?,0.18 +34,3,42090,Lyndhursttownship,3,0.01,0.39,0.01,0.95,0.16,0.08,0.3,0.41,0.26,0.66,0.03,1,0.48,0.51,0.12,0.6,0.71,0.2,0.66,0.49,0.43,0.42,0.49,0.47,0.29,0.52,0.64,0.01,0.09,0.42,0.52,0.23,0.25,0.49,0.42,0.22,0.4,0.39,0.27,0.44,0.27,0.28,0.46,0.75,0.75,0.84,0.67,0.24,0.4,0,0.08,0.01,0.21,0.25,0.26,0.26,0.17,0.17,0.17,0.15,0.71,0.15,0.2,0.19,0.43,0.51,0.3,0.61,0.09,0.54,0.5,0.03,0.7,0.56,0.03,0.56,0.17,0.01,0.26,0.5,0.46,0.4,0.51,0.53,0.6,0.53,0.28,0.47,0.5,0,0,0.33,0.75,0.95,0.8,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.33,0.47,?,?,?,?,0,?,0.07 +37,?,?,NewBerncity,3,0.01,0.3,0.85,0.32,0.02,0.01,0.38,0.46,0.28,0.56,0,0,0.14,0.37,0.09,0.31,0.57,0.73,0.51,0.17,0.2,0.3,0.17,0.08,0.06,0.22,0.35,0.04,0.62,0.45,0.52,0.24,0.32,0.38,0.38,0.46,0.51,0.31,0.63,0.42,0.77,0.75,0.39,0.22,0.23,0.2,0.18,0.44,0.47,0.03,0.67,0,0.49,0.39,0.35,0.4,0.06,0.04,0.03,0.04,0.96,0.03,0.2,0.17,0.31,0.34,0.32,0.39,0.13,0.57,0,0.04,0.61,0.39,0.37,0.49,0.52,0.7,0.18,0.09,0.09,0.09,0.06,0.14,0.18,0.18,0.52,0.49,0.46,0,0,0.05,0.73,0.5,0.62,0.58,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.14,0.02,?,?,?,?,0,?,0.91 +42,17,5616,Bensalemtownship,3,0.08,0.47,0.13,0.83,0.22,0.04,0.4,0.53,0.3,0.27,0.09,1,0.44,0.73,0.12,0.52,0.33,0.21,0.36,0.43,0.37,0.37,0.31,0.21,0.32,0.29,0.35,0.03,0.13,0.16,0.34,0.34,0.28,0.66,0.42,0.37,0.38,0.45,0.47,0.45,0.42,0.46,0.56,0.7,0.69,0.84,0.68,0.35,0.44,0.02,0.2,0.02,0.29,0.32,0.4,0.41,0.13,0.13,0.14,0.13,0.84,0.09,0.25,0.23,0.5,0.67,0.27,0.6,0.12,0.55,0,0.09,0.69,0.51,0.04,0.09,0.67,0.05,0.18,0.29,0.27,0.27,0.52,0.51,0.55,0.53,0.43,0.61,0.56,0,0,0.19,0.78,0.58,0.56,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.24,0.24,?,?,?,?,0,?,0.15 +6,?,?,Cypresscity,3,0.05,0.61,0.04,0.68,0.84,0.25,0.45,0.51,0.35,0.22,0.07,1,0.65,0.8,0.18,0.57,0.28,0.2,0.46,0.6,0.48,0.49,0.37,0.41,0.38,0.4,0.47,0.02,0.1,0.11,0.19,0.42,0.25,0.71,0.49,0.34,0.26,0.55,0.41,0.45,0.56,0.51,0.61,0.69,0.66,0.83,0.61,0.55,0.61,0.01,0.14,0.04,0.31,0.35,0.43,0.46,0.34,0.33,0.37,0.36,0.64,0.23,0.4,0.41,0.67,0.66,0.65,0.64,0.31,0.33,0.5,0.02,0.91,0.64,0.09,0.19,0.63,0.05,0.1,0.67,0.68,0.68,0.79,0.73,0.88,0.77,0.51,0.52,0.17,0,0,0.46,0.48,0.59,0.55,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.54,0.03,?,?,?,?,0,?,0.13 +42,71,41224,Lancastertownship,3,0.01,0.34,0.06,0.91,0.08,0.06,0.24,0.38,0.23,0.71,0.02,0.98,0.4,0.53,0.11,0.75,0.56,0.18,0.68,0.42,0.46,0.47,0.3,0,0.15,0.31,0.32,0.01,0.15,0.35,0.36,0.45,0.15,0.51,0.52,0.57,0.41,0.53,0.39,0.3,0.4,0.41,0.27,0.69,0.7,0.74,0.54,0.73,0.7,0,0.14,0,0.37,0.44,0.43,0.46,0.14,0.14,0.13,0.12,0.83,0.05,0.12,0.11,0.3,0.41,0.19,0.57,0.05,0.43,0.5,0.01,0.88,0.5,0.04,0.3,0.46,0.02,0.05,0.2,0.2,0.25,0.46,0.41,0.43,0.42,0.42,0.39,0.22,0,0,0.15,0.78,0.5,0.74,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.18,0.09,?,?,?,?,0,?,0.03 +25,21,11315,Cantontown,3,0.01,0.52,0.02,0.96,0.07,0.01,0.38,0.47,0.32,0.45,0.03,0.91,0.69,0.71,0.33,0.64,0.49,0.16,0.58,0.71,0.58,0.56,0.56,0,0.87,0.57,0.45,0,0.05,0.11,0.15,0.53,0.29,0.6,0.33,0.48,0.13,0.62,0.18,0.5,0.21,0.21,0.6,0.85,0.86,0.92,0.82,0.64,0.65,0,0.06,0.01,0,0.09,0.1,0.12,0,0.03,0.03,0.03,0.91,0.05,0.31,0.3,0.55,0.65,0.23,0.79,0.03,0.36,0.5,0.01,0.92,0.71,0.41,0.44,0.48,0,0,0.54,0.53,0.55,0.31,0.6,0.68,0.62,0.35,0.39,0.37,0,0,0.15,0.87,0.85,0.8,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.08,0.51,?,?,?,?,0,?,0.05 +34,17,74630,UnionCitycity,3,0.08,0.52,0.1,0.62,0.13,1,0.4,0.55,0.35,0.31,0.09,1,0.23,0.57,0.15,0.24,0.35,0.64,0.24,0.2,0.2,0.2,0.28,0.27,0.31,0.29,0.36,0.1,0.48,0.98,0.88,0.15,0.74,0.47,0.69,0.13,1,0.17,0.62,0.6,0.75,0.72,0.6,0.33,0.36,0.38,0.32,0.35,0.29,0.07,0.65,0.21,0.34,0.42,0.48,0.57,1,1,1,1,0,1,0.46,0.42,0.57,0.55,0.61,0,0.78,0.9,0,0.1,0.64,0,0.18,0.45,0.02,0.7,1,0.33,0.37,0.37,0.36,0.4,0.48,0.39,0.56,0.91,0.4,0.11,0.06,1,0.19,0.59,0.67,0.48,0.02,0.28,0.97,0.32,0.03,0.21,0.25,0.28,0.96,0.62,0.05,0.57,0,0.39,0.03,0.36,0.12,0,1,1,0.03,0.04,0.72,0,0.51,0.33,0.36 +6,?,?,SantaFeSpringscity,3,0.01,0.79,0.04,0.34,0.3,1,0.49,0.54,0.37,0.39,0.02,1,0.36,0.6,0.06,0.18,0.59,0.85,0.59,0.34,0.21,0.23,0.27,0.18,0.32,0.28,0.34,0.01,0.27,0.49,0.72,0.09,0.57,0.42,0.66,0.22,0.69,0.17,0.46,0.51,0.61,0.57,0.92,0.56,0.44,0.6,0.4,0.41,0.33,0.02,0.44,0.02,0.4,0.43,0.41,0.52,0.67,0.63,0.55,0.64,0.08,0.67,0.96,0.96,0.87,0.89,0.78,0.59,0.87,0.59,0,0.01,0.89,0.58,0.05,0.15,0.4,0.16,0.19,0.46,0.43,0.37,0.46,0.55,0.63,0.54,0.63,0.56,0.15,0,0,0.71,0.56,0.67,0.89,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0.15,?,?,?,?,0,?,0.86 +34,23,69420,SouthRiverborough,3,0.01,0.46,0.08,0.91,0.07,0.14,0.32,0.44,0.29,0.57,0.02,1,0.43,0.49,0.16,0.59,0.67,0.19,0.77,0.45,0.38,0.38,0.24,0,0.26,0.15,0.36,0.01,0.17,0.7,0.62,0.19,0.34,0.5,0.6,0.19,0.64,0.24,0.24,0.48,0.25,0.25,0.5,0.75,0.75,0.71,0.83,0.2,0.29,0,0.1,0.02,0.45,0.54,0.5,0.53,0.59,0.62,0.53,0.51,0.49,0.51,0.23,0.24,0.51,0.51,0.47,0.67,0.15,0.39,0.5,0.01,0.88,0.66,0.25,0.54,0.23,0.05,0.3,0.35,0.35,0.32,0.55,0.55,0.57,0.52,0.55,0.49,0.85,0,0,0.56,0.65,0.83,0.8,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.41,0.19,?,?,?,?,0,?,0.11 +18,?,?,Merrillvilletown,3,0.03,0.47,0.1,0.88,0.05,0.13,0.38,0.42,0.26,0.53,0.04,0.97,0.41,0.57,0.23,0.54,0.61,0.18,0.78,0.41,0.34,0.33,0.43,0.12,0.2,0.39,0.49,0.01,0.08,0.26,0.33,0.23,0.22,0.49,0.54,0.29,0.43,0.33,0.34,0.32,0.28,0.32,0.5,0.8,0.79,0.91,0.71,0.32,0.39,0.01,0.1,0.01,0.03,0.05,0.05,0.06,0.01,0.02,0.02,0.02,0.77,0.1,0.23,0.23,0.51,0.6,0.23,0.77,0.08,0.33,0.5,0.01,0.91,0.7,0.02,0.28,0.58,0.06,0.12,0.13,0.11,0.09,0.43,0.41,0.43,0.42,0.49,0.12,0.29,0,0,0.2,0.66,0.71,0.85,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.07,0.1,?,?,?,?,0,?,0.18 +19,?,?,WestDesMoinescity,3,0.03,0.33,0.03,0.95,0.09,0.03,0.31,0.51,0.29,0.31,0.05,1,0.48,0.76,0.63,0.72,0.29,0.09,0.31,0.53,0.56,0.55,0.33,0.21,0.42,0.36,0.39,0.01,0.07,0.04,0.06,0.68,0.12,0.75,0.15,0.49,0.09,0.71,0.38,0.34,0.43,0.43,0.4,0.82,0.86,0.89,0.74,0.63,0.66,0,0.03,0,0.14,0.21,0.51,0.48,0.02,0.02,0.05,0.04,0.94,0.02,0.11,0.1,0.35,0.49,0.15,0.63,0.03,0.5,0.5,0.04,0.81,0.54,0.21,0.17,0.77,0.04,0.11,0.19,0.19,0.21,0.46,0.41,0.44,0.41,0.28,0.35,0.37,0,0,0.05,0.66,0.26,0.43,0.45,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.15,0.09,?,?,?,?,0,?,0.06 +36,1,16749,Cohoescity,3,0.01,0.29,0.01,0.99,0.01,0.01,0.37,0.47,0.31,0.62,0.03,1,0.21,0.35,0.03,0.44,0.65,0.4,0.73,0.26,0.25,0.24,0.3,0.08,0.1,0.49,0.38,0.02,0.34,0.53,0.59,0.14,0.45,0.39,0.39,0.34,0.45,0.3,0.53,0.5,0.49,0.53,0.43,0.39,0.45,0.33,0.39,0.4,0.54,0.01,0.34,0.01,0.21,0.17,0.16,0.17,0.07,0.05,0.04,0.04,0.83,0.09,0.19,0.15,0.31,0.38,0.29,0.33,0.05,0.46,0.5,0.03,0.74,0.32,0.36,0.56,0,0.3,0.11,0.21,0.19,0.18,0.14,0.21,0.23,0.23,0.44,0.39,0.54,0,0,0.13,0.92,0.6,0.73,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.38,0.25,?,?,?,?,0,?,0.28 +19,?,?,Urbandalecity,3,0.02,0.42,0.02,0.96,0.09,0.01,0.33,0.45,0.25,0.22,0.04,1,0.51,0.83,0.68,0.76,0.23,0.09,0.34,0.52,0.48,0.47,0.54,0.05,0.38,0.16,0.24,0.01,0.06,0.02,0.04,0.61,0.07,0.85,0.17,0.46,0.15,0.67,0.32,0.28,0.4,0.38,0.43,0.83,0.87,0.93,0.7,0.78,0.78,0,0.04,0,0.35,0.39,0.44,0.44,0.05,0.04,0.05,0.04,0.95,0.03,0.09,0.1,0.45,0.54,0.23,0.73,0.04,0.37,0.5,0.01,0.91,0.67,0.05,0.15,0.71,0.01,0,0.19,0.18,0.17,0.46,0.39,0.38,0.4,0.25,0.26,0.25,0,0,0.05,0.71,0.4,0.6,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.18,0.08,?,?,?,?,0,?,0.01 +41,?,?,ForestGrovecity,3,0.01,0.48,0.01,0.86,0.17,0.18,0.53,0.57,0.45,0.43,0.02,1,0.21,0.49,0.12,0.45,0.52,0.26,0.5,0.26,0.19,0.2,0.28,0.11,0.17,0.14,0.18,0.02,0.41,0.34,0.41,0.32,0.38,0.42,0.63,0.49,0.59,0.34,0.48,0.46,0.49,0.51,0.52,0.66,0.64,0.75,0.64,0.46,0.52,0,0.07,0.01,0.62,0.6,0.61,0.68,0.27,0.23,0.22,0.22,0.83,0.16,0.38,0.32,0.44,0.51,0.41,0.4,0.24,0.55,0,0.01,0.91,0.39,0.34,0.45,0.65,0.31,0.28,0.14,0.12,0.11,0.24,0.25,0.26,0.22,0.54,0.29,0.31,0,0,0.19,0.42,0.36,0.52,0.5,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.27,0.12,?,?,?,?,0,?,0.05 +6,?,?,Carsoncity,3,0.12,0.9,0.51,0,1,0.52,0.5,0.55,0.39,0.24,0.13,1,0.53,0.77,0.16,0.34,0.34,0.44,0.52,0.49,0.29,0.32,0.41,0.25,0.29,0.29,0.35,0.05,0.17,0.44,0.5,0.26,0.46,0.57,0.64,0.32,0.5,0.3,0.43,0.53,0.5,0.48,1,0.66,0.53,0.73,0.69,0.64,0.6,0.06,0.31,0.15,0.26,0.33,0.42,0.48,0.5,0.55,0.64,0.67,0.27,0.45,1,1,0.97,0.91,1,0.74,0.95,0.47,0.5,0.03,0.93,0.77,0.25,0.25,0.54,0.12,0.24,0.5,0.49,0.46,0.58,0.64,0.79,0.65,0.59,0.57,0.15,0,0,0.8,0.41,0.68,0.88,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.37,0.14,?,?,?,?,0,?,0.52 +9,1,73070,Stamfordtown,3,0.16,0.4,0.35,0.64,0.16,0.18,0.26,0.46,0.26,0.42,0.17,1,0.63,0.66,0.19,0.65,0.42,0.25,0.42,0.64,0.76,0.86,0.35,0.25,0.69,0.33,0.47,0.06,0.15,0.24,0.31,0.57,0.29,0.63,0.4,0.36,0.21,0.62,0.38,0.54,0.44,0.43,0.46,0.58,0.57,0.63,0.58,0.48,0.51,0.1,0.52,0.13,0.41,0.47,0.5,0.51,0.54,0.54,0.52,0.49,0.61,0.25,0.3,0.26,0.42,0.45,0.41,0.49,0.22,0.58,0,0.12,0.8,0.48,0.1,0.34,0.46,0.1,0.27,0.75,0.81,0.91,0.58,0.72,0.91,0.74,0.5,0.55,0.64,0.08,0.04,0.55,0.39,0.59,0.69,0.47,0.05,0.27,0.94,0.29,0.04,0.15,0.18,0.27,0.73,0.81,0.1,0.19,0,0.2,0.05,0.5,0.17,0.11,0.24,0.63,0.11,0.04,0.55,0,0.45,0.19,0.21 +34,21,19780,EastWindsortownship,3,0.02,0.42,0.13,0.8,0.33,0.1,0.38,0.48,0.28,0.19,0,0,0.63,0.83,0.36,0.65,0.22,0.09,0.24,0.65,0.55,0.55,0.44,0.19,0.44,0.52,0.5,0.01,0.06,0.1,0.13,0.74,0.16,0.76,0.4,0.57,0.18,0.75,0.34,0.39,0.44,0.41,0.49,0.8,0.82,0.86,0.77,0.31,0.48,0.01,0.15,0.02,0.3,0.45,0.51,0.49,0.22,0.29,0.3,0.26,0.78,0.08,0.16,0.15,0.46,0.55,0.32,0.61,0.11,0.61,0,0.03,0.79,0.56,0.03,0.54,0.69,0.03,0.05,0.39,0.37,0.37,0.65,0.62,0.71,0.6,0.43,0.56,0.42,0.01,0,0.31,0.36,0.57,0.41,0.48,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.12,0.53,?,?,?,?,0,?,0.04 +37,?,?,Kinstoncity,3,0.02,0.37,1,0.11,0.02,0.01,0.45,0.42,0.26,0.56,0,0,0.11,0.36,0.26,0.25,0.65,0.74,0.52,0.16,0.18,0.36,0.16,0.13,0.67,0.61,0.26,0.05,0.67,0.66,0.68,0.23,0.53,0.28,0.66,0.56,0.69,0.36,0.59,0.56,0.73,0.71,0.44,0.12,0.15,0.24,0.1,0.73,0.75,0.04,0.65,0,0.05,0.09,0.24,0.39,0,0.01,0.01,0.02,0.97,0,0.27,0.23,0.36,0.34,0.41,0.38,0.17,0.51,0.5,0.04,0.69,0.41,0.23,0.35,0.44,0.81,0.94,0.07,0.08,0.11,0.03,0.07,0.09,0.11,0.58,0.47,0.83,0.01,0,0.02,0.9,0.63,0.8,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.16,0.02,?,?,?,?,0,?,0.55 +23,31,65760,Sanfordtown,3,0.02,0.45,0,0.97,0.11,0.01,0.39,0.46,0.26,0.42,0,0,0.27,0.55,0.39,0.43,0.52,0.37,0.42,0.28,0.24,0.22,0.09,0.3,0.21,0.29,0.53,0.02,0.27,0.44,0.47,0.17,0.45,0.51,0.85,0.3,0.73,0.24,0.48,0.31,0.51,0.52,0.48,0.61,0.66,0.64,0.66,0.52,0.62,0.01,0.19,0.01,0.14,0.18,0.19,0.31,0.05,0.06,0.06,0.08,0.68,0.09,0.21,0.21,0.47,0.53,0.39,0.59,0.09,0.52,0.5,0.03,0.68,0.56,0.1,0.56,0.44,0.25,0.18,0.23,0.2,0.2,0.32,0.35,0.36,0.32,0.62,0.65,0.51,0.01,0,0.15,0.64,0.56,0.72,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.14,0.03,0.04,?,?,?,?,0,?,0.01 +20,173,79000,Wichitacity,3,0.47,0.34,0.22,0.73,0.16,0.09,0.37,0.5,0.3,0.39,0.48,1,0.27,0.59,0.37,0.45,0.43,0.29,0.4,0.31,0.32,0.35,0.22,0.14,0.22,0.26,0.33,0.34,0.32,0.19,0.3,0.36,0.35,0.59,0.59,0.39,0.36,0.43,0.64,0.39,0.63,0.66,0.44,0.56,0.58,0.61,0.52,0.58,0.58,0.19,0.3,0.08,0.43,0.48,0.54,0.63,0.12,0.12,0.12,0.13,0.89,0.08,0.23,0.2,0.36,0.42,0.3,0.53,0.18,0.62,0,0.63,0.64,0.5,0.3,0.41,0.4,0.31,0.16,0.09,0.09,0.1,0.19,0.22,0.25,0.25,0.44,0.36,0.36,0.12,0,0.12,0.62,0.45,0.69,0.65,0.08,0.11,0.91,0.14,0.18,0.21,0.57,0.11,0.78,0.88,0.12,0.07,0,0.13,0.05,0.36,0.24,0.33,0.22,0.06,0.17,0.09,0.77,0.5,0.32,0.11,0.36 +6,?,?,Montereycity,3,0.04,0.37,0.06,0.8,0.45,0.14,0.39,0.64,0.45,0.4,0.05,1,0.38,0.63,0.24,0.6,0.35,0.17,0.42,0.4,0.45,0.45,0.32,0.27,0.31,0.4,0.45,0.02,0.16,0.16,0.17,0.65,0.07,0.71,0.12,0.56,0.17,0.59,0.56,0.61,0.64,0.62,0.31,0.7,0.72,0.88,0.58,0.26,0.32,0.01,0.11,0.03,0.62,0.62,0.59,0.56,0.64,0.56,0.48,0.42,0.66,0.17,0.14,0.11,0.27,0.29,0.31,0.17,0.19,0.75,0,0.04,0.77,0.19,0.05,0.1,0.54,0.06,0.04,0.67,0.72,0.78,0.68,0.65,0.77,0.64,0.63,0.8,0.17,0,0.02,0.44,0.3,0.2,0.16,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.32,0.15,?,?,?,?,0,?,0.36 +6,?,?,Belmontcity,3,0.02,0.3,0.03,0.8,0.61,0.13,0.24,0.42,0.25,0.37,0.04,1,0.65,0.7,0.17,0.68,0.3,0.14,0.41,0.73,0.71,0.69,0.55,0.33,0.61,0.56,0.59,0.01,0.11,0.07,0.12,0.6,0.16,0.75,0.32,0.4,0.17,0.61,0.48,0.48,0.54,0.53,0.31,0.77,0.76,0.76,0.61,0.75,0.65,0,0.1,0.03,0.31,0.3,0.32,0.33,0.35,0.3,0.29,0.28,0.67,0.11,0.08,0.08,0.31,0.43,0.19,0.56,0.15,0.51,0.5,0.01,0.95,0.49,0.14,0.34,0.48,0.04,0.03,1,1,1,0.77,0.7,0.86,0.67,0.56,0.69,0.29,0,0,0.49,0.5,0.55,0.64,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.45,0.26,?,?,?,?,0,?,0.07 +34,25,1960,AsburyParkcity,3,0.01,0.33,1,0.01,0.04,0.17,0.35,0.48,0.29,0.51,0.03,1,0.15,0.39,0.1,0.25,0.61,0.73,0.39,0.17,0.21,0.37,0.22,0.14,0.23,0.25,0.26,0.03,0.62,0.38,0.54,0.2,0.82,0.42,0.34,0.49,0.58,0.26,0.89,0.78,0.8,0.88,0.6,0,0,0,0,0.43,0.59,0.06,1,0.01,0.36,0.55,0.54,0.59,0.28,0.38,0.34,0.34,0.71,0.17,0.59,0.38,0.33,0.59,0.32,0.04,0.46,0.85,0,0.04,0.56,0.02,0.43,0.31,0.33,0.58,0.13,0.23,0.23,0.24,0.37,0.46,0.51,0.43,0.81,0.87,0.76,0.02,0,0.33,0.53,0.47,0.74,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.98,0.48,?,?,?,?,0,?,0.85 +18,?,?,Plainfieldtown,3,0,0.36,0.01,0.99,0.02,0.01,0.32,0.42,0.25,0.49,0,0,0.38,0.59,0.64,0.53,0.48,0.13,0.56,0.39,0.35,0.33,0.44,0.16,0.23,0,0.32,0,0.11,0.11,0.25,0.29,0.09,0.63,0.29,0.39,0.36,0.42,0.43,0.21,0.5,0.49,0.37,0.72,0.76,0.85,0.61,0.63,0.71,0,0.05,0,0.62,0.46,0.38,0.32,0.03,0.02,0.02,0.01,0.98,0.03,0.09,0.09,0.38,0.45,0.27,0.65,0.04,0.46,0.5,0.01,0.89,0.6,0,0.34,0.56,0.22,0.36,0.14,0.13,0.13,0.25,0.29,0.31,0.32,0.27,0.2,0.21,0,0,0.02,0.73,0.49,0.5,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.23,0.01,?,?,?,?,0,?,0.08 +34,13,79800,WestOrangetownship,3,0.05,0.43,0.11,0.82,0.34,0.08,0.25,0.36,0.21,0.61,0.06,1,0.63,0.57,0.24,0.67,0.58,0.15,0.5,0.66,0.7,0.71,0.55,0.21,0.37,0.5,0.45,0.01,0.1,0.22,0.27,0.61,0.21,0.53,0.26,0.52,0.16,0.64,0.2,0.43,0.27,0.25,0.48,0.82,0.82,0.91,0.71,0.39,0.45,0.01,0.09,0.04,0.29,0.34,0.38,0.42,0.33,0.34,0.34,0.34,0.68,0.22,0.23,0.22,0.45,0.54,0.26,0.69,0.08,0.4,0.5,0.02,0.92,0.63,0.11,0.56,0.29,0.03,0.11,0.54,0.53,0.53,0.53,0.6,0.7,0.62,0.56,0.54,0.64,0.01,0,0.47,0.61,0.77,0.74,0.72,0.01,0.23,0.98,0.29,0.01,0.14,0.2,0.23,0.73,1,0,0,0,0,0.01,0.5,0.16,0.03,0.27,0.43,0.01,0.02,0.85,1,0.43,0.25,0.12 +1,?,?,Florencecity,3,0.04,0.33,0.33,0.73,0.02,0.01,0.47,0.5,0.42,0.54,0.06,1,0.16,0.37,0.38,0.4,0.61,0.38,0.59,0.22,0.23,0.25,0.19,0.11,0.47,0.24,0.25,0.06,0.49,0.47,0.52,0.36,0.44,0.33,0.46,0.45,0.51,0.42,0.44,0.37,0.5,0.5,0.36,0.53,0.53,0.63,0.53,0.62,0.47,0.03,0.31,0,0.45,0.53,0.51,0.44,0.02,0.02,0.02,0.01,0.98,0.02,0.12,0.11,0.32,0.36,0.29,0.54,0.07,0.46,0.5,0.05,0.76,0.52,0.13,0.46,0.48,0.38,0.23,0.07,0.08,0.1,0.08,0.13,0.14,0.14,0.48,0.22,0.35,0.02,0,0.01,0.76,0.54,0.68,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.13,0,?,?,?,?,0,?,0.25 +6,?,?,LosAngelescity,3,1,0.55,0.27,0.28,0.6,0.74,0.43,0.6,0.41,0.3,1,1,0.32,0.57,0.2,0.36,0.32,0.52,0.27,0.3,0.38,0.57,0.29,0.22,0.32,0.2,0.25,1,0.5,0.63,0.58,0.36,0.55,0.5,0.41,0.36,0.46,0.42,0.51,0.73,0.61,0.58,0.74,0.44,0.43,0.53,0.46,0.38,0.31,1,0.76,1,0.49,0.56,0.61,0.68,1,1,1,1,0.12,1,0.83,0.65,0.57,0.57,0.6,0.21,1,0.82,0,1,0.75,0.24,0.22,0.24,0.42,0.25,0.56,0.53,0.66,0.85,0.48,0.51,0.64,0.5,0.73,0.71,0.25,1,1,1,0.31,0.45,0.72,0.57,1,0.23,0,0.28,1,0.3,0.45,0.23,0.78,0.4,0.34,0.55,0.52,0.66,1,0.86,0.21,1,0.62,0.61,1,1,0.83,0.5,0.5,0.19,1 +38,101,53380,Minotcity,3,0.04,0.34,0.02,0.94,0.04,0.01,0.49,0.55,0.39,0.44,0,0,0.2,0.54,1,0.51,0.5,0.28,0.35,0.25,0.23,0.23,0.23,0.06,0.23,0.29,0.33,0.04,0.37,0.34,0.31,0.33,0.34,0.52,0.07,0.56,0.32,0.39,0.38,0.44,0.38,0.39,0.42,0.64,0.7,0.63,0.52,0.68,0.65,0.01,0.15,0,0.66,0.52,0.45,0.41,0.1,0.07,0.06,0.05,0.92,0.03,0.12,0.11,0.34,0.47,0.19,0.59,0.07,0.56,0,0.06,0.72,0.52,0.09,0.53,0.54,0.12,0.1,0.1,0.09,0.09,0.16,0.19,0.21,0.16,0.44,0.43,0.37,0.02,0,0.06,0.74,0.51,0.59,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.22,0.02,?,?,?,?,0,?,0.04 +47,?,?,Clevelandcity,3,0.03,0.37,0.14,0.88,0.03,0.02,0.49,0.54,0.42,0.48,0,0,0.19,0.5,0.23,0.35,0.52,0.41,0.38,0.22,0.24,0.24,0.2,0.12,0.25,0.31,0.4,0.05,0.46,0.64,0.59,0.26,0.33,0.44,0.78,0.38,0.69,0.38,0.56,0.34,0.57,0.59,0.36,0.59,0.58,0.59,0.62,0.52,0.55,0.02,0.25,0,0.41,0.4,0.45,0.44,0.04,0.04,0.04,0.03,0.96,0.05,0.12,0.12,0.35,0.4,0.33,0.46,0.1,0.54,0.5,0.05,0.67,0.45,0.02,0.23,0.63,0.52,0.21,0.09,0.1,0.12,0.12,0.15,0.16,0.16,0.4,0.37,0.39,0,0,0.04,0.64,0.47,0.63,0.55,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.13,0,?,?,?,?,0,?,0.36 +6,?,?,Lakewoodcity,3,0.1,0.53,0.07,0.72,0.57,0.27,0.35,0.43,0.25,0.41,0.12,1,0.54,0.63,0.15,0.54,0.46,0.26,0.61,0.51,0.42,0.42,0.43,0.24,0.34,0.44,0.48,0.03,0.12,0.18,0.31,0.27,0.23,0.59,0.59,0.27,0.32,0.42,0.45,0.38,0.49,0.49,0.53,0.72,0.68,0.85,0.66,0.5,0.52,0.02,0.15,0.06,0.27,0.33,0.45,0.52,0.24,0.26,0.32,0.35,0.68,0.17,0.33,0.33,0.58,0.53,0.66,0.65,0.32,0.4,0.5,0.04,0.93,0.67,0.04,0.13,0.35,0.05,0.1,0.61,0.57,0.5,0.73,0.74,0.88,0.75,0.51,0.58,0.14,0,0,0.38,0.51,0.68,0.83,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.65,0.07,?,?,?,?,0,?,0.41 +48,?,?,CorpusChristicity,3,0.4,0.56,0.09,0.64,0.06,0.94,0.48,0.52,0.32,0.31,0.41,1,0.23,0.58,0.36,0.33,0.39,0.42,0.41,0.24,0.23,0.25,0.2,0.22,0.29,0.24,0.27,0.46,0.53,0.52,0.5,0.27,0.54,0.45,0.19,0.45,0.31,0.37,0.6,0.39,0.63,0.64,0.66,0.58,0.54,0.6,0.56,0.4,0.38,0.13,0.22,0.09,0.17,0.21,0.27,0.37,0.06,0.07,0.08,0.1,0.27,0.35,0.46,0.43,0.59,0.63,0.54,0.48,0.43,0.56,0,0.57,0.55,0.47,0.57,0.5,0.6,0.55,0.43,0.09,0.09,0.1,0.2,0.22,0.26,0.22,0.45,0.46,0.35,0.06,0.03,0.15,0.77,0.51,0.73,0.79,0.07,0.11,0.92,0.14,0.1,0.13,0.36,0.11,1,0.27,0.1,1,0.15,0.81,0.08,0.57,0.36,0.39,0.16,0.1,0.21,0.07,0.78,1,0.64,0.09,0.33 +48,?,?,Denisoncity,3,0.02,0.34,0.19,0.81,0.01,0.04,0.38,0.4,0.24,0.61,0.03,1,0.17,0.35,0.35,0.31,0.68,0.38,0.42,0.2,0.19,0.2,0.19,0.14,0.08,0.17,0.39,0.03,0.4,0.46,0.58,0.16,0.46,0.35,0.58,0.39,0.65,0.23,0.67,0.23,0.6,0.66,0.4,0.55,0.54,0.61,0.64,0.62,0.64,0.01,0.1,0,0.34,0.38,0.35,0.48,0.04,0.04,0.03,0.04,0.95,0.04,0.17,0.16,0.37,0.34,0.44,0.59,0.13,0.57,0,0.08,0.33,0.61,0.22,0.62,0.4,0.55,0.67,0.03,0.03,0.05,0.12,0.17,0.17,0.21,0.38,0.29,0.58,0.01,0,0.04,0.67,0.61,0.73,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.08,0,?,?,?,?,0,?,0.33 +6,?,?,DiamondBarcity,3,0.07,0.71,0.11,0.45,1,0.31,0.48,0.49,0.31,0.1,0.08,1,0.81,0.88,0.2,0.58,0.07,0.14,0.17,0.72,0.56,0.58,0.58,0.46,0.43,0.57,0.58,0.02,0.08,0.08,0.14,0.6,0.17,0.76,0.42,0.35,0.16,0.67,0.29,0.41,0.39,0.35,0.72,0.84,0.83,0.91,0.79,0.55,0.55,0.01,0.09,0.09,0.35,0.39,0.5,0.57,0.62,0.61,0.72,0.75,0.41,0.32,0.4,0.44,0.79,0.76,0.71,0.86,0.27,0.28,0.5,0.04,0.85,0.86,0.03,0.24,0.83,0.02,0.13,0.7,0.74,0.79,0.98,0.93,1,0.92,0.63,0.85,0.19,0,0,0.77,0.45,0.35,0.59,0.65,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.3,0.05,?,?,?,?,0,?,0.19 +12,?,?,PalmBeachGardenscity,3,0.02,0.31,0.02,0.96,0.09,0.06,0.3,0.34,0.2,0.5,0.04,1,0.54,0.56,0.12,0.68,0.48,0.05,0.44,0.56,0.72,0.69,0.4,0.5,1,0.1,0.65,0.01,0.11,0.08,0.13,0.62,0.1,0.58,0.31,0.45,0.14,0.73,0.46,0.32,0.58,0.54,0.31,0.7,0.76,0.83,0.63,0.7,0.74,0,0.05,0.01,0.28,0.28,0.28,0.31,0.14,0.12,0.11,0.11,0.86,0.04,0.08,0.08,0.34,0.36,0.29,0.72,0.06,0.55,0,0.14,0.06,0.7,0.02,0.34,0.85,0.05,0.12,0.28,0.33,0.43,0.64,0.6,0.74,0.66,0.51,0.52,0.37,0,0,0.21,0.15,0.33,0.47,0.32,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.07,0.02,?,?,?,?,0,?,0.14 +44,7,19180,Cranstoncity,3,0.11,0.41,0.05,0.93,0.11,0.04,0.29,0.41,0.27,0.63,0.12,1,0.38,0.47,0.21,0.58,0.66,0.3,0.62,0.41,0.37,0.36,0.3,0.13,0.26,0.28,0.3,0.04,0.16,0.29,0.45,0.33,0.36,0.42,0.43,0.43,0.33,0.45,0.4,0.46,0.41,0.42,0.42,0.7,0.71,0.75,0.63,0.39,0.47,0.03,0.17,0.04,0.11,0.16,0.21,0.27,0.06,0.07,0.09,0.1,0.77,0.12,0.14,0.14,0.38,0.48,0.2,0.67,0.05,0.5,0.5,0.06,0.87,0.6,0.07,0.4,0.33,0.1,0.21,0.32,0.31,0.3,0.36,0.41,0.46,0.42,0.53,0.53,0.63,0.05,0,0.21,0.8,0.73,0.84,0.83,0.02,0.17,0.97,0.19,0,0.02,0.02,0.17,0.91,0.99,0.02,0,0,0.01,0,0.64,0.67,0.08,0.22,0.15,0.07,0.01,0.62,0,0,0.1,0.07 +36,109,38077,Ithacacity,3,0.03,0.66,0.13,0.73,0.61,0.07,1,1,1,0.21,0.05,1,0.1,0.64,0.23,0.61,0.29,0.25,0.32,0.25,0.14,0.16,0.17,0.09,0.1,0.1,0.17,0.08,1,0.16,0.21,0.82,0.28,0.21,0.08,1,0.12,0.67,0.15,1,0.27,0.22,0.29,0.32,0.37,0.53,0.21,0.36,0.46,0.01,0.28,0.02,0.79,0.78,0.78,0.76,0.64,0.55,0.5,0.45,0.71,0.05,0.2,0.21,0.27,0.32,0.31,0.08,0.12,0.63,0,0.02,0.84,0.1,0.03,0.45,0,0.26,0.06,0.21,0.21,0.23,0.37,0.39,0.52,0.37,1,0.51,0.51,0.01,0,0.34,0.48,0.02,0,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.45,0.34,?,?,?,?,0,?,0.15 +42,77,84528,Whitehalltownship,3,0.02,0.33,0.03,0.95,0.1,0.03,0.29,0.41,0.26,0.56,0.03,0.95,0.36,0.5,0.1,0.63,0.58,0.14,0.69,0.36,0.34,0.32,0.28,0,0.33,0.43,0.44,0.01,0.12,0.29,0.45,0.25,0.22,0.52,0.56,0.32,0.46,0.39,0.35,0.35,0.34,0.35,0.35,0.74,0.76,0.84,0.64,0.63,0.7,0.01,0.13,0.01,0.28,0.3,0.36,0.35,0.09,0.08,0.09,0.08,0.87,0.02,0.1,0.1,0.36,0.46,0.21,0.63,0.04,0.46,0.5,0.02,0.85,0.56,0.05,0.52,0.5,0.03,0.22,0.23,0.22,0.22,0.47,0.42,0.46,0.43,0.37,0.44,0.39,0,0,0.13,0.86,0.67,0.71,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.15,0.05,?,?,?,?,0,?,0.08 +39,35,78932,UniversityHeightscity,3,0.01,0.55,0.32,0.72,0.09,0.02,0.7,0.57,0.58,0.51,0.02,1,0.52,0.52,0.2,0.8,0.62,0.1,0.35,0.55,0.47,0.47,0.42,0.18,0.33,0.15,0.44,0,0.06,0.11,0.13,0.77,0.26,0.47,0.22,0.94,0.09,0.78,0.15,0.58,0.24,0.21,0.4,0.81,0.84,0.79,0.66,0.67,0.71,0,0.18,0.01,0.17,0.21,0.25,0.25,0.12,0.13,0.14,0.13,0.81,0.05,0.15,0.15,0.4,0.48,0.11,0.82,0.02,0.2,0.5,0.01,0.93,0.74,0,0.54,0.19,0.01,0,0.22,0.19,0.18,0.47,0.44,0.49,0.45,0.56,0.3,0.47,0,0,0.3,0.64,0.58,0.66,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.68,0.32,?,?,?,?,0,?,0.1 +42,41,44832,LowerAllentownship,3,0.01,0.41,0.11,0.89,0.09,0.03,0.28,0.43,0.27,0.6,0.02,0.93,0.43,0.46,0.35,0.77,0.65,0.12,0.89,0.45,0.45,0.47,0.07,0.46,0.19,0.08,0.34,0,0.08,0.17,0.28,0.38,0.07,0.34,0.18,0.39,0.3,0.5,0.5,0.49,0.41,0.46,0.28,0.74,0.75,0.76,0.76,0.49,0.63,0,0.08,0,0.42,0.48,0.68,0.68,0.06,0.06,0.08,0.08,0.92,0.04,0.05,0.06,0.28,0.36,0.13,0.69,0.02,0.42,0.5,0.01,0.85,0.63,0.06,0.15,0.5,0.03,0.07,0.19,0.18,0.17,0.34,0.38,0.42,0.41,0.34,0.21,0.1,0,0,0.06,0.83,0.63,0.52,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.12,0.06,?,?,?,?,0,?,0.04 +25,17,56130,Readingtown,3,0.02,0.54,0,0.98,0.06,0.01,0.36,0.41,0.27,0.4,0.04,1,0.68,0.66,0.14,0.76,0.45,0.11,0.59,0.69,0.55,0.53,0.27,0.29,0.41,0.35,0.32,0,0.04,0.08,0.11,0.6,0.3,0.65,0.38,0.58,0.19,0.69,0.17,0.43,0.21,0.2,0.58,0.88,0.9,0.98,0.81,0.56,0.61,0,0.04,0.01,0.07,0.08,0.11,0.15,0.02,0.02,0.03,0.03,0.92,0.02,0.24,0.25,0.58,0.65,0.18,0.87,0.02,0.29,0.5,0.01,0.95,0.8,0.04,0.45,0.31,0.02,0.21,0.57,0.53,0.51,0.44,0.6,0.72,0.64,0.42,0.54,0.6,0,0,0.12,0.86,0.84,0.9,0.89,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.19,0.27,?,?,?,?,0,?,0.04 +18,?,?,Lafayettecity,3,0.05,0.32,0.04,0.94,0.06,0.03,0.37,0.52,0.33,0.42,0.07,1,0.25,0.64,0.32,0.54,0.45,0.19,0.48,0.3,0.28,0.26,0.27,0.25,0.82,0.24,0.28,0.03,0.22,0.23,0.32,0.34,0.23,0.6,0.5,0.61,0.49,0.36,0.57,0.41,0.57,0.59,0.41,0.65,0.66,0.78,0.68,0.67,0.69,0.01,0.12,0.01,0.81,0.67,0.61,0.58,0.14,0.1,0.08,0.07,0.94,0.05,0.18,0.15,0.33,0.4,0.26,0.54,0.08,0.54,0.5,0.06,0.76,0.51,0.08,0.32,0.31,0.41,0.28,0.09,0.08,0.08,0.22,0.24,0.25,0.24,0.29,0.21,0.25,0.05,0.04,0.07,0.77,0.51,0.69,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.27,0.1,?,?,?,?,0,?,0.08 +9,9,1220,Ansoniatown,3,0.01,0.4,0.16,0.85,0.04,0.05,0.3,0.44,0.24,0.57,0.03,1,0.37,0.53,0.06,0.51,0.64,0.29,0.52,0.39,0.33,0.34,0.23,0.3,0.27,0.32,0.32,0.01,0.19,0.38,0.47,0.18,0.48,0.51,0.69,0.32,0.49,0.28,0.35,0.44,0.39,0.39,0.47,0.56,0.58,0.57,0.52,0.54,0.65,0.02,0.42,0.01,0.14,0.19,0.23,0.22,0.08,0.09,0.1,0.09,0.74,0.09,0.16,0.16,0.44,0.49,0.4,0.5,0.07,0.55,0,0.02,0.84,0.48,0.24,0.56,0.19,0.18,0.65,0.41,0.38,0.34,0.31,0.38,0.45,0.43,0.33,0.55,0.79,0,0,0.22,0.79,0.76,0.82,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.25,0.08,?,?,?,?,0,?,0.14 +34,29,3050,Barnegattownship,3,0,0.59,0.03,0.96,0.05,0.04,0.44,0.42,0.22,0.46,0,0,0.41,0.53,0.13,0.48,0.51,0.1,0.65,0.39,0.27,0.26,0.31,0.24,0.49,0.36,0.43,0.01,0.13,0.2,0.35,0.18,0.32,0.42,0.12,0.39,0.3,0.33,0.26,0.26,0.32,0.3,0.6,0.8,0.81,0.88,0.73,0.4,0.52,0,0.15,0,0.2,0.19,0.22,0.22,0.08,0.06,0.07,0.06,0.9,0.03,0.32,0.34,0.63,0.59,0.73,0.87,0.04,0.31,0.5,0.04,0.35,0.89,0.11,0.58,0.79,0.09,0.2,0.3,0.27,0.25,0.71,0.65,0.67,0.81,0.61,0.84,1,0,0,0.16,0.7,0.52,0.56,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.03,0.17,?,?,?,?,0,?,0.04 +34,13,11200,CedarGrovetownship,3,0,0.57,0.04,0.88,0.31,0.04,0.25,0.32,0.2,0.65,0.02,1,0.72,0.62,0.18,0.82,0.6,0.08,0.68,0.7,0.62,0.62,0.16,0,0.43,0.03,0.42,0,0.06,0.23,0.27,0.5,0.14,0.45,0.32,0.44,0.17,0.64,0.15,0.45,0.23,0.2,0.47,0.87,0.87,0.88,1,0.43,0.43,0,0.01,0.01,0.35,0.31,0.32,0.31,0.26,0.2,0.19,0.17,0.78,0.13,0.17,0.18,0.5,0.59,0.15,0.82,0.03,0.33,0.5,0,0.97,0.74,0,0.62,0.35,0,0.1,0.59,0.56,0.52,0.66,0.72,0.85,0.69,0.46,0.52,0.51,0,0,0.31,0.69,0.77,0.77,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.24,0.35,?,?,?,?,0,?,0.16 +29,?,?,Hannibalcity,3,0.01,0.38,0.12,0.89,0.03,0.01,0.4,0.41,0.26,0.59,0,0,0.14,0.32,0.37,0.41,0.7,0.54,0.55,0.17,0.17,0.16,0.16,0.11,0.28,0.07,0.26,0.03,0.51,0.44,0.55,0.21,0.63,0.33,0.56,0.45,0.62,0.31,0.54,0.28,0.49,0.53,0.45,0.62,0.62,0.64,0.7,0.6,0.55,0.01,0.2,0,0.88,0.65,0.53,0.45,0.05,0.03,0.02,0.02,0.97,0.02,0.22,0.2,0.37,0.4,0.32,0.63,0.11,0.61,0,0.04,0.58,0.61,0.34,0.8,0.25,0.42,0.56,0.01,0.02,0.04,0.05,0.08,0.08,0.07,0.31,0,0.28,0,0,0.02,0.78,0.56,0.7,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.13,0.03,?,?,?,?,0,?,0.27 +36,35,29443,Gloversvillecity,3,0.01,0.31,0.03,0.96,0.03,0.01,0.35,0.43,0.28,0.66,0,0,0.15,0.32,0.08,0.43,0.75,0.57,0.57,0.19,0.19,0.18,0.26,0.09,0.08,0.08,0.16,0.03,0.45,0.38,0.59,0.16,0.66,0.35,0.74,0.52,0.8,0.33,0.58,0.38,0.6,0.62,0.39,0.41,0.47,0.36,0.43,0.48,0.57,0.01,0.31,0,0.33,0.24,0.22,0.19,0.05,0.03,0.02,0.02,0.93,0.04,0.18,0.16,0.33,0.37,0.31,0.46,0.05,0.49,0.5,0.03,0.64,0.45,0.19,0.74,0,0.42,0.5,0.07,0.07,0.07,0.15,0.16,0.16,0.17,0.63,0.41,0.61,0,0,0.06,0.95,0.63,0.88,0.89,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.28,0.18,?,?,?,?,0,?,0.13 +34,7,12280,CherryHilltownship,3,0.1,0.53,0.06,0.85,0.38,0.03,0.36,0.36,0.24,0.45,0.11,1,0.7,0.68,0.2,0.78,0.48,0.1,0.51,0.69,0.66,0.67,0.5,0.24,0.43,0.36,0.77,0.02,0.05,0.13,0.19,0.67,0.14,0.56,0.26,0.58,0.11,0.76,0.21,0.35,0.25,0.24,0.51,0.87,0.88,0.93,0.75,0.36,0.43,0.01,0.05,0.04,0.17,0.21,0.28,0.32,0.11,0.12,0.15,0.16,0.78,0.09,0.2,0.22,0.55,0.59,0.24,0.88,0.04,0.25,0.5,0.07,0.82,0.84,0.11,0.69,0.56,0.01,0.06,0.38,0.37,0.38,0.57,0.59,0.71,0.54,0.47,0.43,0.53,0,0,0.28,0.29,0.78,0.7,0.64,0.01,0.14,0.98,0.18,0.02,0.11,0.23,0.14,0.83,0.96,0.07,0,0,0.05,0.01,0.43,0.2,0.07,0.24,0.39,0.06,0.01,0.78,0,0.26,0.1,0.09 +9,9,67610,Seymourtown,3,0.01,0.39,0.02,0.98,0.05,0.02,0.3,0.43,0.25,0.47,0.02,0.79,0.47,0.6,0.05,0.62,0.48,0.17,0.6,0.49,0.44,0.43,0.55,0.21,0.42,0.32,0.5,0.01,0.11,0.3,0.35,0.29,0.26,0.61,0.67,0.36,0.36,0.41,0.38,0.38,0.33,0.36,0.43,0.77,0.8,0.8,0.75,0.36,0.6,0,0.12,0,0.1,0.1,0.18,0.26,0.02,0.02,0.04,0.05,0.83,0.04,0.1,0.11,0.43,0.49,0.28,0.71,0.04,0.44,0.5,0.01,0.83,0.67,0.17,0.55,0.42,0.06,0,0.44,0.42,0.39,0.37,0.48,0.52,0.5,0.34,0.56,0.39,0,0,0.1,0.81,0.78,0.78,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.08,0.08,?,?,?,?,0,?,0.09 +13,?,?,Albanycity,3,0.11,0.52,1,0.15,0.02,0.01,0.58,0.57,0.41,0.33,0.12,1,0.17,0.49,0.2,0.24,0.42,0.77,0.4,0.18,0.18,0.36,0.15,0.15,0.41,0.19,0.24,0.19,0.73,0.48,0.59,0.28,0.74,0.35,0.35,0.45,0.48,0.36,0.63,0.56,0.75,0.74,0.58,0.19,0.17,0.14,0.2,0.46,0.49,0.16,0.86,0,0.33,0.3,0.41,0.4,0.02,0.02,0.02,0.02,0.95,0.03,0.38,0.35,0.51,0.48,0.56,0.31,0.34,0.52,0.5,0.14,0.64,0.34,0.45,0.37,0.56,0.7,0.41,0.09,0.09,0.11,0.06,0.12,0.16,0.17,0.52,0.28,0.42,0.02,0,0.02,0.8,0.5,0.69,0.71,0.03,0.22,0.97,0.23,0.06,0.28,0.44,0.22,0.67,0.33,0.99,0.03,0.1,0.72,0.08,0.79,0.1,0.16,0.12,0.1,0.08,0.03,0.57,1,1,0.16,0.56 +48,?,?,Mercedescity,3,0,0.9,0,0.7,0,1,0.68,0.59,0.42,0.4,0,0,0.02,0.29,0.45,0.12,0.55,1,0.26,0.01,0,0,0,0.14,0.26,0.13,0.16,0.06,1,1,1,0.1,1,0.07,0.21,0.49,0.52,0.22,0.24,0.49,0.46,0.39,1,0.5,0.48,0.56,0.5,0.08,0,0.01,0.29,0.02,0.31,0.35,0.36,0.39,0.39,0.39,0.36,0.37,0,1,1,1,0.98,0.91,1,0.56,1,0.65,0,0.02,0.54,0.59,0.68,0.29,0.63,1,1,0.01,0.01,0.02,0,0.03,0.05,0,0.65,0.7,0.37,0,0,0.54,0.71,0.83,0.89,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.14,0,?,?,?,?,0,?,0.52 +42,45,79000,UpperDarbytownship,3,0.11,0.35,0.06,0.89,0.26,0.02,0.28,0.46,0.26,0.56,0.13,1,0.34,0.52,0.38,0.59,0.59,0.26,0.63,0.39,0.35,0.35,0.43,0.23,0.21,0.54,0.51,0.05,0.17,0.21,0.33,0.34,0.27,0.52,0.25,0.51,0.26,0.47,0.34,0.49,0.33,0.35,0.52,0.73,0.77,0.84,0.69,0.4,0.46,0.02,0.15,0.05,0.37,0.44,0.48,0.55,0.24,0.25,0.24,0.26,0.81,0.16,0.3,0.25,0.39,0.52,0.15,0.68,0.09,0.4,0.5,0.07,0.86,0.59,0.11,0.31,0.1,0.04,0.07,0.2,0.2,0.21,0.44,0.4,0.44,0.4,0.48,0.48,0.63,0,0.04,0.27,0.84,0.74,0.77,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.86,0.85,?,?,?,?,0,?,0.12 +56,?,?,Laramiecity,3,0.03,0.4,0.02,0.9,0.14,0.12,0.89,0.94,0.95,0.21,0,0,0.13,0.74,0.75,0.55,0.27,0.2,0.28,0.24,0.22,0.22,0.11,0.12,0.13,0.3,0.34,0.05,0.56,0.12,0.15,0.66,0.27,0.44,0.09,1,0.21,0.57,0.34,0.89,0.41,0.38,0.38,0.63,0.68,0.72,0.63,0.66,0.6,0.01,0.25,0.01,0.98,0.94,0.84,0.8,0.24,0.2,0.16,0.14,0.88,0.05,0.15,0.11,0.29,0.41,0.26,0.36,0.14,0.62,0,0.03,0.77,0.32,0.05,0.43,0.48,0.26,0.28,0.13,0.12,0.12,0.19,0.21,0.24,0.19,0.84,0.3,0.15,0.01,0,0.1,0.37,0.24,0.18,0.34,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.2,0.02,?,?,?,?,0,?,0.12 +40,?,?,Okmulgeecity,3,0.01,0.39,0.47,0.44,0.02,0.02,0.5,0.48,0.39,0.61,0,0,0.05,0.22,0.15,0.27,0.71,0.6,0.5,0.09,0.1,0.14,0.15,0.1,0.09,0.15,0.16,0.04,0.89,0.4,0.54,0.13,0.73,0.15,0.3,0.62,0.5,0.26,0.64,0.44,0.64,0.67,0.41,0.33,0.33,0.21,0.36,0.41,0.4,0.01,0.4,0,0.82,0.71,0.58,0.5,0.05,0.04,0.03,0.02,0.95,0.01,0.24,0.21,0.34,0.3,0.45,0.54,0.15,0.6,0,0.05,0.27,0.57,0.38,0.94,0.31,0.97,1,0,0.01,0.02,0,0.06,0.06,0.09,0.78,0.42,0.35,0.04,0,0.02,0.74,0.58,0.69,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0,?,?,?,?,0,?,0.41 +42,43,32800,Harrisburgcity,3,0.07,0.32,0.99,0.12,0.11,0.14,0.39,0.49,0.31,0.41,0.08,1,0.14,0.43,0.08,0.26,0.48,0.81,0.53,0.16,0.2,0.31,0.23,0.16,0.19,0.16,0.19,0.13,0.72,0.35,0.57,0.21,0.7,0.42,0.18,0.37,0.45,0.33,0.84,0.78,0.83,0.88,0.56,0,0,0,0.04,0.53,0.52,0.16,1,0.01,0.47,0.51,0.54,0.58,0.1,0.09,0.09,0.09,0.82,0.15,0.46,0.32,0.34,0.38,0.36,0.27,0.23,0.53,0.5,0.16,0.47,0.28,1,0.7,0.02,0.43,0.41,0.04,0.04,0.04,0.16,0.21,0.24,0.21,0.49,0.25,0.51,0.11,0.01,0.08,0.75,0.56,0.74,0.77,0.02,0.28,0.97,0.32,0.03,0.25,0.31,0.28,0.41,0.52,0.63,0.12,0.12,0.53,0.02,0.29,0.25,0.02,0.54,0.71,0.03,0.02,0.71,1,0.33,0.18,0.87 +47,?,?,Germantowncity,3,0.04,0.66,0.04,0.93,0.17,0.01,0.53,0.33,0.22,0.14,0.05,1,0.94,0.84,0.73,0.84,0.17,0.02,0.31,0.85,0.79,0.77,0.77,0.7,0.45,0.41,0.61,0,0.01,0.01,0.01,0.88,0.07,0.68,0.26,0.45,0.04,0.81,0.11,0.24,0.21,0.17,0.63,0.95,0.97,0.94,0.87,0.24,0.23,0,0.03,0.01,0.28,0.23,0.4,0.47,0.08,0.06,0.09,0.09,0.92,0.03,0.14,0.18,0.72,0.73,0.41,0.93,0.01,0.04,1,0.02,0.87,0.91,0.07,0.29,0.81,0.01,0.06,0.37,0.36,0.37,0.54,0.5,0.67,0.54,0.3,0.4,0.1,0,0,0.11,0.34,0.51,0.54,0.25,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.18,0.02,?,?,?,?,0,?,0.01 +34,23,45900,Middlesexborough,3,0,0.49,0.03,0.93,0.14,0.06,0.32,0.42,0.25,0.47,0.02,1,0.59,0.69,0.08,0.64,0.5,0.15,0.68,0.57,0.47,0.45,0.46,0,0.44,0.32,0.49,0,0.06,0.28,0.36,0.31,0.19,0.7,0.51,0.32,0.35,0.45,0.26,0.4,0.33,0.31,0.51,0.8,0.81,0.9,0.78,0.42,0.55,0,0.09,0.01,0.13,0.17,0.3,0.3,0.08,0.1,0.15,0.14,0.77,0.13,0.2,0.21,0.55,0.61,0.28,0.79,0.05,0.34,0.5,0.01,0.87,0.74,0,0.36,0.38,0.03,0.19,0.43,0.4,0.36,0.57,0.55,0.63,0.56,0.36,0.65,0.88,0,0,0.27,0.68,0.84,0.72,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.31,0.12,?,?,?,?,0,?,0.06 +9,9,54870,NorthHaventown,3,0.02,0.51,0.04,0.94,0.11,0.02,0.33,0.35,0.24,0.6,0.04,1,0.62,0.65,0.3,0.71,0.62,0.04,0.7,0.58,0.56,0.54,0.63,0.75,0.41,0.56,0.88,0,0.05,0.2,0.29,0.42,0.18,0.61,0.38,0.48,0.31,0.52,0.2,0.36,0.23,0.22,0.5,0.87,0.86,0.91,0.91,0.44,0.66,0,0.02,0.01,0.08,0.08,0.15,0.16,0.03,0.03,0.05,0.05,0.83,0.09,0.19,0.21,0.55,0.57,0.24,0.93,0.02,0.21,0.5,0.01,0.9,0.89,0.15,0.6,0.44,0.01,0,0.51,0.49,0.48,0.51,0.53,0.57,0.61,0.42,0.51,0.4,0,0,0.17,0.79,0.89,0.95,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.09,0.05,?,?,?,?,0,?,0.03 +39,151,48244,Massilloncity,3,0.03,0.39,0.19,0.84,0.01,0.01,0.4,0.44,0.29,0.52,0.05,1,0.2,0.34,0.17,0.41,0.64,0.48,0.75,0.21,0.2,0.2,0.21,0.22,0.32,0.09,0.29,0.04,0.38,0.32,0.53,0.11,0.6,0.28,0.65,0.39,0.69,0.26,0.5,0.39,0.59,0.58,0.42,0.55,0.53,0.52,0.46,0.4,0.4,0.02,0.32,0,0.06,0.05,0.04,0.05,0,0,0,0,0.96,0.03,0.2,0.19,0.4,0.4,0.39,0.62,0.06,0.46,0.5,0.04,0.79,0.61,0.3,0.59,0.15,0.31,0.17,0.06,0.05,0.06,0.12,0.15,0.14,0.19,0.47,0.22,0.4,0.01,0,0.03,0.87,0.72,0.89,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.2,0.01,?,?,?,?,0,?,0.11 +36,119,81677,WhitePlainscity,3,0.06,0.36,0.37,0.6,0.19,0.26,0.27,0.42,0.26,0.49,0.08,1,0.53,0.61,0.17,0.66,0.5,0.21,0.43,0.63,0.66,0.76,0.36,0.25,0.5,0.33,0.41,0.03,0.19,0.27,0.33,0.61,0.29,0.56,0.17,0.66,0.15,0.68,0.39,0.58,0.46,0.45,0.44,0.59,0.56,0.75,0.48,0.45,0.55,0.05,0.54,0.07,0.43,0.5,0.52,0.54,0.64,0.65,0.61,0.59,0.59,0.32,0.33,0.27,0.34,0.4,0.32,0.42,0.28,0.68,0,0.07,0.76,0.4,0.07,0.45,0.23,0.14,0.25,0.8,0.81,0.86,0.43,0.51,0.73,0.49,0.47,0.43,0.53,0.32,0.01,0.63,0.6,0.69,0.73,0.72,0.03,0.4,0.96,0.47,0.02,0.18,0.14,0.4,0.7,0.8,0.22,0.11,0,0.22,0.01,0.57,0.28,0.03,0.42,1,0.04,0.04,0.72,0,0.1,0.36,0.15 +25,9,29405,Haverhillcity,3,0.07,0.43,0.04,0.93,0.05,0.1,0.33,0.51,0.29,0.43,0.08,1,0.42,0.56,0.17,0.43,0.46,0.4,0.43,0.43,0.35,0.35,0.32,0.28,0.35,0.25,0.27,0.04,0.22,0.29,0.37,0.33,0.45,0.54,0.63,0.41,0.37,0.46,0.44,0.47,0.46,0.47,0.47,0.58,0.59,0.56,0.55,0.6,0.62,0.03,0.31,0.02,0.31,0.31,0.32,0.32,0.12,0.11,0.1,0.09,0.81,0.09,0.21,0.19,0.43,0.49,0.37,0.52,0.08,0.6,0,0.09,0.67,0.5,0.28,0.43,0,0.22,0.22,0.36,0.34,0.32,0.4,0.46,0.52,0.49,0.55,0.66,0.54,0.03,0,0.17,0.8,0.58,0.75,0.72,0.01,0.15,0.99,0.17,0.02,0.17,0.35,0.15,1,0.89,0.06,0.12,0,0.12,0.01,0.64,0.16,0.09,0.13,0.14,0,0.01,0.56,0,0.45,0.12,0.24 +18,?,?,Elkhartcity,3,0.05,0.35,0.27,0.76,0.05,0.04,0.38,0.51,0.33,0.41,0.07,1,0.23,0.59,0.22,0.39,0.46,0.31,0.33,0.24,0.28,0.3,0.2,0.18,0.25,0.27,0.29,0.05,0.32,0.29,0.49,0.2,0.29,0.6,1,0.14,0.89,0.23,0.81,0.39,0.74,0.8,0.43,0.41,0.42,0.41,0.45,0.6,0.7,0.05,0.5,0.01,0.46,0.42,0.44,0.49,0.09,0.07,0.07,0.07,0.92,0.04,0.23,0.19,0.37,0.42,0.35,0.47,0.12,0.59,0,0.09,0.66,0.46,0.09,0.29,0.33,0.71,0.08,0.08,0.07,0.08,0.23,0.26,0.26,0.24,0.38,0.18,0.26,0.03,0.02,0.07,0.62,0.49,0.71,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.21,0.06,?,?,?,?,0,?,0.21 +1,?,?,Troycity,3,0,0.51,0.66,0.47,0.02,0.01,0.98,0.85,0.92,0.43,0,0,0.09,0.4,0.65,0.3,0.51,0.71,0.31,0.18,0.14,0.21,0.12,0.3,0.39,0,0.14,0.03,0.81,0.54,0.57,0.36,0.48,0.28,0.34,0.65,0.48,0.42,0.31,0.8,0.35,0.35,0.47,0.34,0.31,0.22,0.34,0.51,0.51,0.02,0.68,0,0.95,0.7,0.63,0.78,0.11,0.07,0.06,0.07,0.94,0.01,0.28,0.22,0.35,0.4,0.33,0.46,0.17,0.52,0.5,0.02,0.63,0.45,0,0.32,0.69,0.62,0.35,0.07,0.08,0.1,0.05,0.08,0.08,0.07,0.69,0.08,0.31,0,0,0.04,0.79,0.47,0.48,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.05,0,?,?,?,?,0,?,0.03 +36,?,?,NewYorkcity,4,1,0.41,0.56,0.27,0.43,0.45,0.37,0.5,0.31,0.41,1,1,0.3,0.45,0.16,0.38,0.43,0.64,0.35,0.3,0.38,0.56,0.27,0.19,0.3,0.22,0.3,1,0.51,0.48,0.55,0.36,0.6,0.38,0.24,0.55,0.33,0.49,0.46,0.68,0.57,0.55,0.59,0.29,0.29,0.4,0.28,0.22,0.19,1,0.85,1,0.37,0.44,0.52,0.55,0.75,0.78,0.82,0.8,0.28,0.63,0.5,0.39,0.42,0.53,0.43,0.09,0.57,0.84,0,1,0.78,0.09,0.37,0.5,0.15,0.44,0.72,0.48,0.49,0.5,0.33,0.4,0.53,0.38,0.45,0.49,0.56,1,1,0.85,0.52,0.74,0.73,0.71,1,0.35,0,0.4,1,0.22,0.2,0.35,0.48,0.62,0.28,0.31,0.13,0.41,1,0.64,0.63,0.9,1,1,1,1,0.71,0.5,0.71,0.32,0.87 +6,?,?,Monroviacity,4,0.04,0.46,0.2,0.54,0.28,0.53,0.36,0.53,0.32,0.33,0.06,1,0.4,0.57,0.29,0.41,0.39,0.4,0.31,0.4,0.35,0.42,0.3,0.31,0.33,0.24,0.31,0.04,0.32,0.32,0.38,0.31,0.38,0.59,0.4,0.4,0.36,0.43,0.63,0.53,0.75,0.73,0.56,0.49,0.48,0.55,0.45,0.4,0.39,0.04,0.56,0.05,0.57,0.62,0.63,0.65,0.79,0.76,0.7,0.66,0.51,0.54,0.53,0.44,0.5,0.45,0.58,0.29,0.55,0.76,0,0.04,0.81,0.34,0.17,0.21,0.38,0.17,0.4,0.57,0.63,0.68,0.57,0.57,0.63,0.57,0.62,0.67,0.15,0,0,0.59,0.48,0.42,0.75,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.22,0.19,?,?,?,?,0,?,0.39 +36,101,18256,Corningcity,4,0,0.23,0.04,0.95,0.06,0.01,0.35,0.45,0.29,0.63,0,0,0.21,0.32,0.18,0.53,0.71,0.43,0.81,0.27,0.29,0.28,0.37,0.11,0.25,0.07,0.39,0.01,0.36,0.27,0.36,0.33,0.43,0.34,0.83,0.44,0.44,0.48,0.61,0.39,0.61,0.64,0.35,0.48,0.56,0.5,0.53,0.48,0.53,0.01,0.25,0,0.25,0.33,0.27,0.28,0.07,0.08,0.06,0.06,0.91,0.02,0.13,0.1,0.25,0.34,0.21,0.47,0.04,0.51,0.5,0.01,0.8,0.43,0.05,0.41,0,0.28,0.16,0.08,0.07,0.08,0.2,0.23,0.24,0.2,0.51,0.2,0.46,0,0,0.12,0.78,0.6,0.71,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.32,0.05,?,?,?,?,0,?,0.23 +6,?,?,PaloAltocity,4,0.07,0.26,0.06,0.77,0.64,0.09,0.25,0.39,0.21,0.5,0.09,0.99,0.72,0.58,0.22,0.87,0.41,0.14,0.48,0.81,0.94,0.97,0.61,0.33,0.53,0.47,0.69,0.02,0.11,0.06,0.06,1,0.08,0.64,0.59,0.82,0.05,1,0.47,0.6,0.63,0.58,0.29,0.7,0.73,0.92,0.59,0.52,0.53,0.01,0.07,0.07,0.54,0.54,0.59,0.56,0.68,0.6,0.59,0.52,0.7,0.13,0.1,0.09,0.25,0.35,0.19,0.52,0.11,0.53,0.5,0.05,0.87,0.47,0.16,0.21,0.33,0.04,0.11,1,1,1,0.79,0.85,1,0.81,0.47,0.47,0.11,0.01,0.03,0.54,0.32,0.53,0.47,0.51,0.01,0.14,0.98,0.19,0.01,0.09,0.19,0.14,0.85,0.69,0.16,0.23,0.8,0.34,0,0.64,0.5,0.07,0.2,0.15,0.04,0.03,0.85,0,0,0.29,0.1 +12,?,?,Sanfordcity,4,0.04,0.45,0.56,0.53,0.05,0.09,0.41,0.54,0.35,0.41,0.05,1,0.22,0.53,0.19,0.28,0.55,0.44,0.41,0.21,0.2,0.26,0.16,0.12,0.3,0.18,0.24,0.05,0.43,0.32,0.5,0.18,0.35,0.47,0.4,0.27,0.51,0.29,0.88,0.44,0.81,0.88,0.51,0.36,0.33,0.42,0.29,0.63,0.64,0.05,0.62,0.01,0.31,0.32,0.39,0.45,0.08,0.07,0.08,0.09,0.88,0.09,0.35,0.3,0.45,0.43,0.48,0.45,0.27,0.6,0,0.09,0.48,0.46,0.25,0.35,0.73,0.49,0.17,0.11,0.1,0.09,0.27,0.32,0.33,0.33,0.53,0.5,0.43,0.03,0.04,0.11,0.4,0.45,0.52,0.52,0.03,0.55,0.97,0.57,0.2,1,1,0.55,0.51,0.6,0.12,0.07,0.17,0.14,0.07,0.86,0.18,0.05,0.16,0.04,0.23,0.05,0.54,1,1,0.71,0.59 +21,?,?,Erlangercity,4,0.01,0.47,0.02,0.98,0.02,0.01,0.39,0.55,0.33,0.27,0.03,1,0.36,0.76,0.13,0.51,0.36,0.17,0.34,0.35,0.28,0.27,0.35,0.55,0.17,0.19,0.77,0.01,0.13,0.18,0.29,0.25,0.12,0.77,0.39,0.22,0.45,0.31,0.46,0.31,0.5,0.5,0.52,0.7,0.72,0.84,0.62,0.65,0.7,0,0.09,0,0.49,0.43,0.45,0.38,0.04,0.03,0.03,0.02,0.97,0.03,0.21,0.21,0.52,0.59,0.38,0.66,0.08,0.43,0.5,0.01,0.9,0.62,0.08,0.22,0.6,0.1,0.19,0.14,0.11,0.09,0.31,0.29,0.28,0.25,0.19,0.1,0.26,0,0,0.03,0.66,0.59,0.61,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.16,0.17,?,?,?,?,0,?,0.24 +54,?,?,Bluefieldcity,4,0,0.33,0.44,0.65,0.02,0,0.37,0.33,0.22,0.75,0,0,0.16,0.13,0.08,0.39,0.87,0.42,0.72,0.22,0.27,0.32,0.16,0.52,1,0,0.29,0.02,0.53,0.42,0.51,0.27,0.34,0.18,0.15,0.52,0.32,0.49,0.48,0.3,0.42,0.47,0.41,0.54,0.48,0.46,0.59,0.33,0.29,0.01,0.24,0,0,0,0.1,0.14,0,0,0.01,0.01,0.97,0.01,0.2,0.18,0.34,0.33,0.36,0.64,0.08,0.42,0.5,0.04,0.46,0.65,0.17,0.85,0.13,0.48,0.33,0.04,0.05,0.07,0.07,0.11,0.13,0.11,0.76,0.18,0.22,0.01,0,0.04,0.72,0.83,0.83,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.13,0.07,?,?,?,?,0,?,0.13 +18,?,?,Portagecity,4,0.03,0.49,0.01,0.96,0.03,0.12,0.48,0.49,0.3,0.32,0.05,1,0.35,0.65,0.06,0.46,0.47,0.27,0.6,0.34,0.27,0.26,0.34,0.28,0.5,0.35,0.37,0.02,0.2,0.27,0.44,0.13,0.38,0.46,0.72,0.27,0.65,0.25,0.51,0.31,0.5,0.52,0.53,0.69,0.71,0.72,0.7,0.39,0.39,0.01,0.14,0,0.34,0.27,0.26,0.26,0.06,0.04,0.03,0.03,0.88,0.05,0.2,0.2,0.54,0.57,0.45,0.68,0.11,0.46,0.5,0.02,0.9,0.66,0.13,0.29,0.67,0.17,0.21,0.12,0.11,0.09,0.28,0.26,0.26,0.3,0.3,0.08,0.32,0,0,0.07,0.68,0.64,0.63,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.12,0.12,?,?,?,?,0,?,0.11 +36,29,40189,Lackawannacity,4,0.02,0.32,0.17,0.83,0.02,0.09,0.33,0.46,0.3,0.63,0.03,1,0.16,0.26,0.17,0.46,0.73,0.51,0.92,0.21,0.19,0.2,0.14,0.15,0.16,0.17,0.27,0.03,0.44,0.49,0.6,0.14,0.56,0.28,0.38,0.46,0.5,0.2,0.47,0.53,0.44,0.47,0.46,0.4,0.47,0.47,0.54,0.31,0.28,0.02,0.43,0.01,0.2,0.16,0.13,0.13,0.08,0.06,0.04,0.04,0.7,0.13,0.29,0.24,0.35,0.41,0.31,0.5,0.13,0.47,0.5,0.03,0.78,0.48,0.43,0.45,0.21,0.28,0.32,0.1,0.1,0.09,0.14,0.16,0.16,0.18,0.48,0.17,0.63,0.05,0,0.17,0.87,0.85,0.98,0.93,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.28,0.35,?,?,?,?,0,?,0.59 +42,17,44968,LowerMakefieldtownship,4,0.02,0.58,0.03,0.93,0.18,0.02,0.37,0.32,0.2,0.26,0.04,0.94,0.96,0.85,0.22,0.87,0.26,0.06,0.37,0.91,0.82,0.79,0.56,1,0.73,0.19,0.76,0,0.03,0.03,0.07,0.88,0.13,0.69,0.38,0.58,0.1,0.88,0.17,0.27,0.18,0.18,0.56,0.96,0.97,0.96,0.82,0.36,0.39,0,0.03,0.01,0.09,0.19,0.24,0.26,0.04,0.07,0.08,0.08,0.89,0.02,0.19,0.22,0.64,0.65,0.35,0.91,0.01,0.15,1,0.01,0.89,0.88,0.05,0.32,0.73,0.01,0.05,0.56,0.57,0.58,0.9,0.75,0.87,0.84,0.28,0.57,0.4,0,0,0.17,0.33,0.64,0.52,0.34,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.12,0.43,?,?,?,?,0,?,0.01 +6,?,?,Uplandcity,4,0.09,0.49,0.1,0.68,0.43,0.32,0.44,0.5,0.33,0.28,0.1,1,0.5,0.7,0.19,0.48,0.29,0.32,0.37,0.53,0.5,0.53,0.34,0.36,0.45,0.3,0.38,0.04,0.19,0.19,0.26,0.4,0.3,0.62,0.36,0.43,0.27,0.52,0.5,0.41,0.6,0.58,0.53,0.63,0.66,0.7,0.64,0.4,0.4,0.02,0.19,0.05,0.34,0.46,0.56,0.57,0.3,0.36,0.4,0.37,0.65,0.21,0.3,0.28,0.53,0.58,0.46,0.54,0.3,0.51,0.5,0.07,0.78,0.52,0.05,0.11,0.73,0.13,0.17,0.52,0.6,0.63,0.6,0.53,0.58,0.52,0.61,0.68,0.18,0.01,0.07,0.38,0.49,0.39,0.43,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.35,0.05,?,?,?,?,0,?,0.41 +42,81,85312,Williamsportcity,4,0.04,0.38,0.13,0.89,0.03,0.01,0.54,0.56,0.46,0.49,0.05,1,0.14,0.43,0.09,0.39,0.59,0.62,0.47,0.17,0.17,0.17,0.18,0.16,0.32,0.09,0.22,0.06,0.56,0.28,0.48,0.19,0.64,0.3,0.6,0.46,0.7,0.27,0.59,0.59,0.67,0.66,0.44,0.37,0.42,0.36,0.52,0.4,0.4,0.03,0.45,0,0.4,0.36,0.36,0.49,0.03,0.03,0.02,0.03,0.95,0.03,0.24,0.2,0.36,0.42,0.35,0.34,0.1,0.47,0.5,0.04,0.79,0.33,0.26,0.53,0,0.4,0.36,0.06,0.06,0.06,0.13,0.15,0.15,0.16,0.54,0.37,0.51,0.04,0,0.03,0.92,0.54,0.73,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.3,0.3,?,?,?,?,0,?,0.13 +29,?,?,Independencecity,4,0.16,0.35,0.03,0.95,0.06,0.03,0.35,0.44,0.27,0.47,0.18,0.99,0.27,0.55,0.24,0.47,0.51,0.24,0.55,0.3,0.28,0.27,0.21,0.17,0.18,0.35,0.36,0.1,0.24,0.23,0.36,0.21,0.32,0.54,0.39,0.3,0.51,0.29,0.6,0.26,0.61,0.63,0.37,0.62,0.62,0.7,0.55,0.73,0.71,0.03,0.12,0.01,0.15,0.26,0.31,0.3,0.02,0.03,0.03,0.02,0.95,0.03,0.15,0.14,0.38,0.41,0.32,0.63,0.08,0.49,0.5,0.16,0.77,0.61,0.15,0.4,0.48,0.19,0.18,0.1,0.09,0.08,0.22,0.23,0.25,0.24,0.42,0.18,0.22,0,0,0.04,0.71,0.59,0.81,0.76,0.02,0.12,0.97,0.15,0.05,0.18,0.45,0.12,0.95,0.98,0.02,0,0.12,0.02,0.02,0.5,0.19,0.23,0.12,0.07,0.02,0.02,0.8,1,0.4,0.09,0.24 +25,9,59105,Salemcity,4,0.05,0.31,0.05,0.9,0.08,0.12,0.35,0.55,0.37,0.5,0.06,1,0.35,0.47,0.18,0.45,0.51,0.42,0.48,0.4,0.38,0.38,0.25,0.1,0.3,0.15,0.24,0.04,0.3,0.28,0.37,0.39,0.46,0.53,0.39,0.52,0.3,0.47,0.45,0.62,0.47,0.48,0.38,0.48,0.52,0.48,0.45,0.36,0.43,0.02,0.24,0.02,0.38,0.46,0.49,0.55,0.24,0.25,0.24,0.25,0.71,0.22,0.18,0.14,0.31,0.42,0.28,0.36,0.1,0.69,0,0.07,0.68,0.33,0.07,0.53,0,0.16,0.37,0.44,0.41,0.38,0.42,0.51,0.59,0.51,0.54,0.64,0.57,0.05,0.01,0.26,0.79,0.56,0.73,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.39,0.41,?,?,?,?,0,?,0.1 +6,?,?,RedBluffcity,4,0,0.4,0.01,0.87,0.06,0.16,0.39,0.47,0.28,0.51,0,0,0.13,0.24,0.22,0.29,0.54,0.99,0.47,0.12,0.16,0.17,0.09,0.14,0.18,0.17,0.23,0.02,0.54,0.29,0.36,0.15,0.67,0.21,0.48,0.32,0.6,0.23,0.7,0.33,0.85,0.82,0.43,0.41,0.45,0.32,0.48,0.11,0.11,0.01,0.27,0,0.39,0.43,0.46,0.56,0.14,0.14,0.13,0.15,0.87,0.18,0.24,0.22,0.38,0.37,0.43,0.36,0.3,0.66,0,0.01,0.82,0.38,0.03,0.41,0.58,0.27,0.23,0.12,0.1,0.09,0.19,0.21,0.21,0.2,0.61,0.49,0.4,0.02,0.01,0.15,0.63,0.41,0.52,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.14,0,?,?,?,?,0,?,0.4 +36,113,29333,GlensFallscity,4,0.01,0.33,0.02,0.98,0.02,0.02,0.39,0.54,0.35,0.48,0.02,1,0.26,0.5,0.15,0.51,0.58,0.37,0.53,0.31,0.3,0.28,0.28,0.09,0.59,0.2,0.33,0.01,0.28,0.22,0.35,0.32,0.35,0.5,0.46,0.48,0.52,0.39,0.58,0.5,0.6,0.62,0.46,0.5,0.55,0.45,0.6,0.68,0.73,0.01,0.15,0,0,0.09,0.11,0.13,0,0.01,0.01,0.01,0.94,0.03,0.22,0.18,0.36,0.46,0.29,0.43,0.05,0.48,0.5,0.02,0.74,0.39,0.19,0.45,0,0.27,0.03,0.18,0.16,0.15,0.26,0.28,0.29,0.29,0.58,0.4,0.54,0,0,0.05,0.87,0.58,0.69,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.33,0.11,?,?,?,?,0,?,0.82 +39,153,76106,Tallmadgecity,4,0.01,0.45,0.03,0.97,0.04,0.01,0.39,0.38,0.26,0.47,0.02,1,0.42,0.51,0.19,0.66,0.6,0.17,0.75,0.4,0.36,0.34,0.26,0.37,0.16,0,0.38,0.01,0.13,0.18,0.28,0.32,0.31,0.45,0.56,0.46,0.33,0.47,0.28,0.3,0.3,0.3,0.43,0.79,0.79,0.86,0.7,0.54,0.38,0,0.13,0,0,0.05,0.12,0.12,0,0.01,0.02,0.02,0.92,0.04,0.15,0.16,0.48,0.55,0.22,0.8,0.04,0.29,0.5,0.01,0.94,0.74,0.06,0.48,0.54,0.05,0.11,0.18,0.17,0.17,0.2,0.3,0.31,0.32,0.44,0.27,0.19,0,0,0.09,0.77,0.75,0.89,0.89,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.09,0.04,?,?,?,?,0,?,0.09 +46,103,52980,RapidCitycity,4,0.07,0.4,0.02,0.82,0.06,0.04,0.43,0.53,0.35,0.36,0.09,1,0.23,0.57,0.61,0.51,0.43,0.32,0.44,0.25,0.25,0.26,0.26,0.09,0.2,0.23,0.39,0.07,0.35,0.22,0.24,0.37,0.3,0.59,0.25,0.5,0.31,0.4,0.47,0.42,0.55,0.54,0.44,0.59,0.61,0.59,0.55,0.64,0.69,0.03,0.21,0.01,0.5,0.51,0.46,0.47,0.07,0.07,0.05,0.05,0.91,0.04,0.22,0.2,0.41,0.46,0.37,0.49,0.13,0.53,0.5,0.07,0.76,0.48,0.08,0.22,0.58,0.29,0.14,0.1,0.09,0.09,0.2,0.26,0.3,0.25,0.51,0.49,0.39,0.09,0.01,0.06,0.54,0.38,0.44,0.36,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.13,0.03,?,?,?,?,0,?,0.18 +45,?,?,Gaffneycity,4,0.01,0.42,0.76,0.39,0.06,0,0.54,0.52,0.4,0.49,0,0,0.16,0.48,0.17,0.25,0.58,0.49,0.42,0.19,0.19,0.28,0.16,0,0.06,0,0,0.02,0.55,0.74,0.72,0.18,0.62,0.4,0.98,0.24,1,0.23,0.62,0.49,0.58,0.62,0.51,0.29,0.22,0.12,0.32,0.63,0.69,0.03,0.75,0,0.53,0.39,0.32,0.27,0.03,0.02,0.02,0.01,0.98,0.03,0.32,0.28,0.44,0.45,0.42,0.54,0.21,0.49,0.5,0.02,0.69,0.54,0.29,0.69,0.52,0.81,0.56,0.07,0.06,0.08,0.04,0.1,0.11,0.13,0.39,0.27,0.39,0,0,0.02,0.83,0.69,0.81,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0.01,?,?,?,?,0,?,0.16 +6,?,?,RanchoPalosVerdescity,4,0.05,0.51,0.04,0.64,1,0.1,0.38,0.32,0.23,0.39,0.07,1,1,0.71,0.43,0.84,0.34,0.07,0.62,1,1,1,0.93,0.22,0.64,1,0.89,0.01,0.07,0.05,0.05,0.88,0.08,0.53,0.48,0.53,0.08,0.97,0.22,0.3,0.29,0.27,0.43,0.9,0.89,0.92,0.83,0.1,0.11,0.01,0.06,0.06,0.52,0.47,0.48,0.45,0.84,0.66,0.62,0.54,0.52,0.24,0.18,0.21,0.55,0.53,0.53,0.8,0.12,0.2,0.5,0.03,0.89,0.8,0.09,0.25,0.56,0,0.02,1,1,1,1,1,1,1,0.51,0.49,0.19,0,0,0.69,0.34,0.72,0.77,0.65,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.25,0.05,?,?,?,?,0,?,0.13 +13,?,?,Carrolltoncity,4,0.01,0.47,0.57,0.53,0.04,0.03,0.94,0.93,0.98,0.36,0,0,0.15,0.54,0.3,0.27,0.45,0.47,0.3,0.2,0.22,0.28,0.19,0,0.34,0.13,0.21,0.03,0.56,0.6,0.63,0.32,0.48,0.37,0.55,0.44,0.69,0.33,0.47,0.85,0.5,0.51,0.41,0.28,0.3,0.43,0.33,0.63,0.6,0.02,0.65,0,0.79,0.62,0.72,0.64,0.12,0.08,0.08,0.07,0.94,0.04,0.21,0.16,0.3,0.36,0.32,0.24,0.14,0.69,0,0.03,0.56,0.24,0.04,0.46,0.65,0.78,0.14,0.1,0.12,0.15,0.13,0.18,0.21,0.18,0.5,0.33,0.25,0,0.5,0.06,0.76,0.31,0.45,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.09,0.04,?,?,?,?,0,?,0.33 +55,35,22300,EauClairecity,4,0.07,0.45,0.01,0.93,0.22,0.01,0.73,0.74,0.72,0.4,0.09,1,0.21,0.5,0.31,0.64,0.5,0.43,0.47,0.27,0.22,0.22,0.06,0.15,0.06,0.26,0.13,0.09,0.5,0.25,0.24,0.38,0.36,0.46,0.29,0.62,0.37,0.42,0.32,0.66,0.32,0.33,0.44,0.64,0.7,0.67,0.62,0.52,0.61,0.02,0.17,0.01,1,1,0.99,0.96,0.26,0.24,0.19,0.17,0.92,0.07,0.18,0.18,0.39,0.44,0.35,0.5,0.1,0.55,0,0.04,0.88,0.48,0.05,0.3,0.4,0.12,0.31,0.09,0.08,0.08,0.17,0.2,0.22,0.2,0.56,0.27,0.44,0.01,0.01,0.1,0.76,0.39,0.44,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.19,0.08,?,?,?,?,0,?,0.06 +33,11,48020,Milfordtown,4,0,0.43,0.02,0.98,0.04,0.01,0.34,0.52,0.29,0.3,0,0,0.45,0.73,0.43,0.56,0.32,0.13,0.28,0.44,0.39,0.37,0.38,0.34,0.51,0,0.69,0,0.12,0.18,0.26,0.38,0.32,0.72,0.76,0.19,0.46,0.43,0.47,0.35,0.56,0.54,0.46,0.7,0.75,0.83,0.53,0.69,0.66,0,0.1,0,0.14,0.2,0.16,0.16,0.03,0.04,0.03,0.03,0.94,0.03,0.15,0.15,0.46,0.53,0.39,0.56,0.07,0.53,0.5,0.02,0.73,0.53,0.05,0.47,0.71,0.14,0.23,0.35,0.33,0.31,0.54,0.53,0.57,0.54,0.5,0.83,0.81,0,0,0.09,0.4,0.42,0.69,0.49,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.04,0.02,?,?,?,?,0,?,0.1 +25,9,5595,Beverlycity,4,0.05,0.4,0.02,0.97,0.06,0.02,0.35,0.45,0.3,0.48,0.06,1,0.46,0.54,0.2,0.57,0.5,0.32,0.55,0.5,0.46,0.44,0.37,0.41,0.3,0.19,0.43,0.02,0.16,0.13,0.2,0.45,0.32,0.59,0.42,0.54,0.28,0.52,0.35,0.48,0.4,0.4,0.43,0.64,0.65,0.73,0.69,0.59,0.59,0.01,0.12,0.01,0.17,0.21,0.25,0.29,0.06,0.06,0.07,0.07,0.88,0.05,0.14,0.13,0.39,0.53,0.23,0.57,0.04,0.53,0.5,0.04,0.79,0.5,0.12,0.38,0.19,0.07,0.13,0.49,0.45,0.45,0.42,0.56,0.65,0.55,0.56,0.5,0.42,0.03,0,0.14,0.79,0.64,0.78,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.21,0.29,?,?,?,?,0,?,0.04 +6,?,?,Mercedcity,4,0.07,0.66,0.13,0.42,0.94,0.55,0.48,0.57,0.36,0.27,0.09,1,0.22,0.48,0.37,0.33,0.36,0.99,0.42,0.2,0.17,0.26,0.22,0.15,0.08,0.2,0.24,0.13,0.67,0.59,0.54,0.24,0.67,0.36,0.29,0.52,0.48,0.38,0.53,0.47,0.7,0.65,0.79,0.47,0.51,0.56,0.53,0.22,0.17,0.05,0.36,0.07,0.54,0.61,0.6,0.73,0.72,0.71,0.63,0.7,0.4,0.76,0.77,0.7,0.7,0.55,0.82,0.23,0.78,0.64,0,0.03,0.88,0.31,0.11,0.14,0.71,0.29,0.32,0.2,0.19,0.2,0.3,0.31,0.33,0.3,0.69,0.54,0.22,0.04,0,0.56,0.52,0.33,0.58,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.29,0.03,?,?,?,?,0,?,0.23 +56,?,?,Cheyennecity,4,0.06,0.34,0.06,0.85,0.07,0.22,0.4,0.46,0.28,0.38,0.08,1,0.27,0.6,0.42,0.54,0.41,0.24,0.57,0.29,0.28,0.28,0.25,0.17,0.18,0.26,0.31,0.05,0.26,0.18,0.25,0.35,0.38,0.56,0.06,0.44,0.32,0.48,0.61,0.31,0.61,0.63,0.41,0.61,0.63,0.63,0.6,0.65,0.65,0.02,0.15,0.01,0.15,0.15,0.15,0.21,0.02,0.02,0.02,0.03,0.88,0.05,0.16,0.15,0.37,0.42,0.3,0.6,0.08,0.46,0.5,0.08,0.71,0.57,0.1,0.44,0.46,0.21,0.12,0.14,0.13,0.12,0.19,0.24,0.25,0.21,0.41,0.39,0.22,0.03,0,0.07,0.32,0.47,0.58,0.44,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.22,0.02,?,?,?,?,0,?,0.08 +34,29,70320,Staffordtownship,4,0.01,0.42,0,0.99,0.04,0.02,0.36,0.33,0.21,0.7,0,0,0.33,0.28,0.21,0.55,0.78,0.24,0.85,0.31,0.32,0.3,0,0.13,1,0.7,0.56,0.01,0.19,0.26,0.48,0.18,0.38,0.34,0.1,0.38,0.31,0.31,0.33,0.28,0.37,0.37,0.42,0.72,0.72,0.72,0.8,0.31,0.48,0,0.1,0,0.09,0.09,0.1,0.09,0.03,0.02,0.03,0.02,0.88,0.04,0.19,0.19,0.45,0.4,0.58,0.81,0.07,0.25,0.5,0.17,0,0.83,0.03,0.58,0.73,0.14,0.23,0.32,0.32,0.32,0.52,0.56,0.6,0.67,0.68,0.94,0.9,0,0,0.13,0.64,0.64,0.71,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.14,0.02,0.05,?,?,?,?,0,?,0.1 +23,5,8430,Brunswicktown,4,0.02,0.47,0.04,0.95,0.08,0.02,0.54,0.61,0.5,0.42,0,0,0.32,0.61,0.16,0.56,0.45,0.18,0.64,0.33,0.31,0.31,0.24,0.21,0.21,0.35,0.33,0.01,0.19,0.19,0.27,0.42,0.2,0.58,0.36,0.67,0.32,0.54,0.37,0.48,0.42,0.41,0.42,0.73,0.76,0.76,0.71,0.56,0.57,0,0.09,0,0.24,0.38,0.35,0.32,0.05,0.07,0.06,0.05,0.85,0.04,0.12,0.12,0.38,0.38,0.41,0.51,0.06,0.49,0.5,0.02,0.77,0.52,0.19,0.64,0.56,0.06,0.34,0.26,0.27,0.29,0.35,0.37,0.44,0.35,0.52,0.55,0.32,0.01,0,0.08,0.41,0.33,0.19,0.02,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.13,0.04,0.01,?,?,?,?,0,?,0.01 +48,?,?,Kerrvillecity,4,0.01,0.33,0.08,0.78,0.03,0.41,0.32,0.31,0.22,0.99,0,0,0.17,0.09,0.45,0.52,0.89,0.31,0.78,0.2,0.28,0.3,0.18,0.11,0.13,0.16,0.22,0.02,0.39,0.43,0.46,0.32,0.41,0.14,0.18,0.81,0.26,0.39,0.55,0.25,0.56,0.58,0.3,0.51,0.5,0.6,0.33,0.71,0.72,0.01,0.23,0,0.2,0.18,0.25,0.34,0.06,0.05,0.06,0.08,0.68,0.11,0.2,0.17,0.26,0.21,0.37,0.47,0.23,0.65,0,0.06,0.4,0.51,0.08,0.58,0.65,0.57,0.4,0.09,0.11,0.14,0.2,0.22,0.25,0.24,0.59,0.43,0.47,0,0,0.12,0.69,0.48,0.53,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.09,0.01,?,?,?,?,0,?,0.1 +55,79,29400,Glendalecity,4,0.01,0.39,0.1,0.88,0.14,0.01,0.23,0.26,0.14,0.74,0.02,1,0.48,0.52,0.05,0.86,0.71,0.15,0.69,0.49,0.46,0.46,0.33,0.35,0.37,0.46,0.78,0,0.1,0.32,0.28,0.57,0.1,0.4,0.39,0.66,0.19,0.74,0.3,0.31,0.33,0.33,0.33,0.74,0.81,0.93,0.68,0.31,0.62,0,0.05,0.01,0.37,0.35,0.35,0.4,0.24,0.2,0.18,0.19,0.82,0.07,0.13,0.13,0.33,0.41,0.13,0.77,0.03,0.45,0.5,0.01,0.83,0.71,0.03,0.2,0.5,0.01,0.16,0.21,0.21,0.23,0.46,0.5,0.66,0.52,0.56,0.39,0.44,0,0,0.28,0.71,0.68,0.82,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.2,0.1,?,?,?,?,0,?,0.17 +18,?,?,Garycity,4,0.17,0.54,1,0,0.01,0.1,0.55,0.5,0.33,0.37,0.18,1,0.13,0.32,0.11,0.12,0.58,0.84,0.65,0.14,0.13,0.2,0.22,0.15,0.19,0.24,0.28,0.31,0.79,0.4,0.62,0.12,1,0.19,0.6,0.52,0.67,0.23,0.83,0.63,0.83,0.87,0.69,0,0,0,0.1,0.36,0.36,0.32,1,0.01,0.11,0.08,0.1,0.1,0.01,0.01,0.01,0.01,0.9,0.04,0.6,0.53,0.59,0.6,0.56,0.49,0.31,0.57,0,0.32,0.45,0.49,1,0.92,0.31,0.56,0.37,0.02,0.02,0.02,0.08,0.12,0.13,0.18,0.7,0.28,0.74,0.05,0.05,0.04,0.6,0.76,0.91,0.81,0.03,0.16,0.96,0.17,0.03,0.12,0.22,0.16,0.77,0,1,0.18,0,1,0.06,0.36,0.21,0.14,0.19,0.34,0.11,0.02,0.5,0.5,0.79,0.08,0.89 +34,21,74000,Trentoncity,4,0.13,0.56,0.96,0.11,0.04,0.26,0.41,0.53,0.35,0.41,0.14,1,0.23,0.5,0.11,0.24,0.56,0.61,0.44,0.25,0.2,0.29,0.23,0.16,0.27,0.24,0.27,0.14,0.47,0.57,0.74,0.15,0.74,0.37,0.35,0.45,0.54,0.23,0.74,0.77,0.7,0.74,0.69,0.09,0.07,0.16,0.1,0.59,0.61,0.23,1,0.04,0.39,0.44,0.53,0.58,0.2,0.2,0.22,0.22,0.63,0.31,0.64,0.53,0.55,0.58,0.53,0.39,0.37,0.54,0.5,0.15,0.66,0.39,1,0.73,0,0.64,0.57,0.13,0.13,0.13,0.23,0.32,0.38,0.32,0.52,0.44,0.71,0.21,0.02,0.22,0.64,0.67,0.84,0.78,0.07,0.43,0.93,0.45,0.07,0.31,0.24,0.43,0.11,0.73,0.34,0.09,0,0.3,0.07,0.93,0.27,0.02,0.97,0.57,0.15,0.04,0.54,0,0.57,0.23,0.85 +51,820,83680,Waynesborocity,4,0.01,0.33,0.18,0.85,0.01,0.01,0.36,0.41,0.27,0.57,0,0,0.25,0.47,0.56,0.46,0.58,0.25,0.72,0.27,0.28,0.29,0.23,0.16,0.21,0.19,0.45,0.02,0.29,0.48,0.5,0.28,0.27,0.42,0.8,0.33,0.66,0.36,0.58,0.31,0.63,0.63,0.32,0.54,0.5,0.47,0.54,0.54,0.56,0.01,0.2,0,0.18,0.13,0.39,0.54,0.03,0.02,0.05,0.06,0.96,0.02,0.11,0.12,0.34,0.34,0.37,0.54,0.08,0.47,0.5,0.02,0.85,0.54,0.21,0.29,0.44,0.48,0.39,0.12,0.12,0.14,0.19,0.21,0.23,0.22,0.26,0.27,0.36,0,0,0.06,0.71,0.6,0.59,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.11,0,?,?,?,?,0,?,0.14 +28,?,?,MossPointcity,4,0.01,0.61,1,0,0.01,0.01,0.62,0.51,0.35,0.37,0.03,1,0.16,0.44,0.07,0.17,0.58,0.64,0.53,0.16,0.12,0.23,0.18,0.24,0.28,0.38,0.36,0.04,0.6,0.46,0.62,0.15,1,0.23,0.91,0.32,0.69,0.22,0.64,0.49,0.58,0.63,0.7,0.4,0.3,0.48,0.45,0.58,0.52,0.03,0.62,0,0.23,0.31,0.25,0.21,0.01,0.01,0.01,0,0.97,0.05,0.52,0.51,0.67,0.64,0.66,0.74,0.29,0.34,0.5,0.03,0.61,0.75,0.8,0.78,0.52,0.66,0.27,0.06,0.05,0.05,0.08,0.11,0.11,0.13,0.62,0.46,0.58,0,0,0.01,0.8,0.87,0.94,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.06,0.02,?,?,?,?,0,?,0.32 +21,?,?,Glasgowcity,4,0,0.34,0.17,0.86,0.02,0,0.37,0.41,0.26,0.65,0,0,0.1,0.23,0.81,0.37,0.71,0.9,0.45,0.15,0.19,0.19,0.18,0.2,0,0.17,0.36,0.03,0.66,1,0.83,0.15,0.6,0.21,0.59,0.41,0.7,0.25,0.51,0.27,0.56,0.57,0.36,0.52,0.53,0.48,0.56,0.31,0.37,0.01,0.26,0,0,0,0,0,0,0,0,0,0.97,0.02,0.08,0.08,0.31,0.33,0.32,0.49,0.06,0.49,0.5,0.02,0.72,0.49,0.08,0.51,0.5,0.63,0.32,0.05,0.05,0.07,0.04,0.1,0.1,0.08,0.37,0.19,0.28,0,0,0,0.94,0.55,0.83,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.1,0.01,?,?,?,?,0,?,0.03 +41,?,?,Tigardcity,4,0.03,0.32,0.01,0.92,0.21,0.04,0.3,0.45,0.24,0.36,0.05,1,0.4,0.65,0.38,0.67,0.38,0.12,0.42,0.42,0.4,0.39,0.43,0.37,0.36,0.19,0.3,0.01,0.11,0.09,0.13,0.48,0.21,0.68,0.35,0.36,0.24,0.53,0.52,0.32,0.61,0.6,0.37,0.7,0.76,0.86,0.59,0.62,0.67,0,0.07,0.01,0.39,0.42,0.46,0.43,0.14,0.13,0.13,0.11,0.89,0.07,0.12,0.12,0.36,0.47,0.24,0.54,0.09,0.52,0.5,0.03,0.85,0.48,0.07,0.06,0.77,0.09,0.07,0.21,0.19,0.18,0.41,0.37,0.41,0.36,0.36,0.48,0.21,0.01,0,0.14,0.42,0.28,0.32,0.51,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.24,0.24,?,?,?,?,0,?,0.09 +48,?,?,Weslacocity,4,0.02,0.79,0,0.69,0.03,1,0.59,0.54,0.36,0.52,0.03,1,0.1,0.25,0.68,0.24,0.67,0.88,0.38,0.08,0.08,0.09,0.04,0.14,1,0.15,0.2,0.07,0.95,1,0.86,0.18,1,0.11,0.23,0.7,0.42,0.36,0.21,0.41,0.38,0.32,0.95,0.62,0.56,0.69,0.69,0.38,0.31,0.01,0.15,0.03,0.18,0.2,0.27,0.32,0.26,0.25,0.3,0.33,0,1,0.96,0.94,0.83,0.8,0.84,0.53,1,0.77,0,0.12,0,0.55,1,0.19,0.71,0.8,0.86,0.02,0.03,0.05,0.04,0.1,0.14,0.07,0.36,0.44,0.43,0,0,0.59,0.63,0.74,0.84,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.22,0.02,?,?,?,?,0,?,0.2 +25,23,9000,Brocktoncity,4,0.13,0.53,0.25,0.7,0.1,0.12,0.42,0.53,0.35,0.38,0.15,1,0.33,0.54,0.13,0.33,0.45,0.71,0.39,0.36,0.28,0.31,0.25,0.17,0.24,0.21,0.25,0.11,0.35,0.26,0.44,0.19,0.61,0.48,0.39,0.39,0.51,0.28,0.47,0.59,0.55,0.53,0.62,0.44,0.45,0.39,0.44,0.47,0.47,0.11,0.55,0.07,0.38,0.5,0.52,0.53,0.3,0.34,0.32,0.31,0.7,0.22,0.4,0.37,0.55,0.68,0.42,0.47,0.18,0.54,0.5,0.13,0.72,0.42,0.37,0.38,0.31,0.29,0.55,0.35,0.32,0.27,0.33,0.45,0.53,0.47,0.66,0.56,0.68,0.15,0.02,0.33,0.79,0.62,0.66,0.79,0.03,0.23,0.96,0.26,0.04,0.19,0.28,0.23,0.76,0.86,0.18,0.04,0,0.15,0.03,0.64,0.08,0.06,0.36,0.31,0.03,0.03,0.67,0,0.34,0.15,0.54 +12,?,?,BocaRatoncity,4,0.08,0.28,0.06,0.92,0.12,0.1,0.29,0.34,0.24,0.71,0.1,1,0.51,0.4,0.24,0.73,0.63,0.09,0.56,0.58,0.8,0.81,0.21,0.13,0.32,0.54,0.55,0.03,0.13,0.12,0.18,0.56,0.15,0.42,0.15,0.42,0.11,0.63,0.41,0.36,0.4,0.42,0.25,0.75,0.78,0.84,0.74,0.33,0.35,0.01,0.08,0.05,0.39,0.48,0.52,0.52,0.36,0.39,0.38,0.36,0.74,0.15,0.09,0.08,0.27,0.29,0.23,0.73,0.09,0.6,0,0.36,0.11,0.71,0.04,0.26,0.73,0.04,0.05,0.37,0.42,0.58,0.58,0.56,0.62,0.57,0.6,0.65,0.28,0,0,0.39,0.06,0.43,0.4,0.31,0.01,0.17,0.98,0.21,0.03,0.2,0.38,0.17,0.94,0.79,0.12,0.17,0.3,0.21,0.03,0.43,0.09,0.08,0.19,0.03,0.09,0.03,0.83,1,0.66,0.21,0.15 +46,99,59020,SiouxFallscity,4,0.14,0.37,0.01,0.96,0.04,0.01,0.4,0.54,0.34,0.36,0.16,1,0.26,0.64,0.72,0.51,0.41,0.22,0.35,0.3,0.29,0.28,0.19,0.07,0.15,0.14,0.21,0.07,0.22,0.27,0.27,0.36,0.13,0.7,0.27,0.47,0.37,0.38,0.5,0.4,0.44,0.48,0.42,0.66,0.71,0.72,0.69,0.91,0.91,0.03,0.14,0.01,0.51,0.48,0.48,0.55,0.06,0.05,0.05,0.05,0.95,0.04,0.16,0.14,0.36,0.5,0.2,0.57,0.07,0.58,0,0.09,0.85,0.49,0.13,0.31,0.54,0.2,0.13,0.11,0.1,0.1,0.24,0.26,0.27,0.23,0.4,0.37,0.35,0.06,0.04,0.05,0.66,0.48,0.61,0.58,0.02,0.1,0.97,0.13,0.02,0.08,0.23,0.1,0.95,0.98,0.04,0,0,0.03,0.01,0.43,0.25,0.12,0.19,0.03,0.05,0.01,0.83,0,0.31,0.05,0.18 +6,?,?,Dinubacity,4,0,0.83,0,0.33,0.19,1,0.51,0.55,0.37,0.36,0,0,0.17,0.45,0.47,0.27,0.53,1,0.33,0.16,0.11,0.16,0.1,0.14,0.23,0.18,0.21,0.03,0.6,1,0.91,0.12,1,0.3,0.16,0.32,0.46,0.19,0.25,0.43,0.39,0.33,0.88,0.58,0.56,0.55,0.69,0.24,0.25,0.01,0.32,0.02,0.39,0.48,0.52,0.53,0.64,0.68,0.67,0.63,0.07,1,0.9,0.92,0.86,0.75,0.97,0.44,1,0.58,0,0,0.92,0.5,0.22,0.44,0.58,0.41,0.61,0.13,0.12,0.12,0.18,0.21,0.23,0.23,0.7,0.58,0.25,0,0,0.69,0.54,0.47,0.66,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.4,0,?,?,?,?,0,?,0.24 +9,3,37070,Hartfordtown,4,0.21,0.47,0.76,0.08,0.09,0.59,0.55,0.68,0.5,0.29,0.22,1,0.17,0.4,0.1,0.23,0.38,1,0.31,0.16,0.2,0.33,0.25,0.14,0.23,0.18,0.22,0.33,0.73,0.62,0.72,0.22,0.73,0.33,0.33,0.51,0.46,0.3,0.69,0.95,0.76,0.76,0.6,0,0,0,0,0.25,0.19,0.49,1,0.14,0.39,0.45,0.51,0.56,0.42,0.43,0.44,0.44,0.31,0.63,0.52,0.39,0.43,0.51,0.46,0,0.42,0.83,0,0.25,0.67,0.03,0.48,0.3,0.21,0.86,0.82,0.33,0.32,0.3,0.33,0.39,0.42,0.39,0.65,0.62,0.65,0.41,0.06,0.45,0.41,0.43,0.67,0.48,0.09,0.35,0.9,0.43,0.17,0.53,0.52,0.35,0.35,0.52,0.41,0.36,0,0.53,0.19,0.43,1,0.05,0.68,0.97,0.15,0.08,0.79,1,1,0.29,0.94 +1,?,?,Saralandcity,4,0,0.48,0.13,0.89,0.01,0.01,0.45,0.46,0.3,0.35,0.02,1,0.31,0.61,0.28,0.35,0.47,0.13,0.61,0.29,0.23,0.23,0.18,0.19,0,0,0.15,0.01,0.18,0.32,0.46,0.13,0.24,0.44,0.53,0.3,0.56,0.24,0.38,0.25,0.42,0.42,0.47,0.76,0.75,0.87,0.68,0.42,0.38,0,0.07,0,0.52,0.38,0.45,0.38,0.02,0.01,0.02,0.01,0.97,0,0.13,0.15,0.54,0.54,0.48,0.74,0.09,0.28,0.5,0.01,0.84,0.73,0.11,0.48,0.65,0.25,0.07,0.1,0.09,0.08,0.18,0.18,0.16,0.19,0.15,0.15,0.15,0,0,0.01,0.78,0.71,0.87,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0.01,?,?,?,?,0,?,0.65 +49,?,?,Bountifulcity,4,0.04,0.77,0,0.98,0.06,0.03,0.61,0.53,0.34,0.33,0.06,1,0.44,0.67,0.39,0.67,0.43,0.22,0.62,0.41,0.32,0.3,0.13,0.13,0.23,0.46,0.53,0.02,0.12,0.05,0.12,0.49,0.18,0.56,0.29,0.54,0.27,0.55,0.19,0.33,0.29,0.25,0.85,0.84,0.9,0.87,0.84,0.31,0.29,0,0.03,0,0.17,0.2,0.27,0.3,0.02,0.03,0.03,0.03,0.94,0.03,0.95,0.99,0.82,0.88,0.54,0.78,0.13,0.26,0.5,0.02,0.91,0.73,0.02,0.43,0.56,0.06,0.06,0.19,0.18,0.19,0.25,0.26,0.29,0.25,0.23,0.22,0.14,0,0,0.06,0.72,0.71,0.67,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.29,0.2,?,?,?,?,0,?,0.06 +25,21,60785,Sharontown,4,0.01,0.6,0.06,0.92,0.13,0.01,0.34,0.29,0.18,0.29,0.02,0.72,0.82,0.7,0.22,0.73,0.34,0.09,0.34,0.77,0.65,0.63,0.61,0.32,0.49,0,0.54,0,0.09,0.06,0.08,0.84,0.25,0.71,0.29,0.7,0.07,0.84,0.12,0.28,0.16,0.14,0.58,0.94,0.95,0.88,0.83,0.4,0.54,0,0.02,0.01,0.37,0.3,0.32,0.4,0.22,0.16,0.16,0.18,0.85,0.06,0.14,0.18,0.66,0.68,0.25,0.93,0.02,0.15,0.5,0,0.95,0.88,0.14,0.39,0.5,0.01,0,0.55,0.57,0.59,0.17,0.52,0.68,0.55,0.38,0.53,0.56,0,0,0.25,0.7,0.77,0.73,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.05,0.58,?,?,?,?,0,?,0.05 +12,?,?,Ocoeecity,4,0,0.65,0.03,0.92,0.06,0.15,0.46,0.54,0.29,0.19,0.02,1,0.34,0.79,0.33,0.26,0.29,0.17,0.4,0.31,0.22,0.21,0.27,0,0.27,0.24,0.26,0.01,0.19,0.37,0.5,0.13,0.3,0.69,0.23,0.15,0.42,0.22,0.4,0.31,0.58,0.52,0.64,0.73,0.72,0.81,0.69,0.64,0.59,0,0.1,0,0.45,0.48,0.45,0.42,0.16,0.15,0.13,0.11,0.84,0.13,0.35,0.37,0.71,0.63,0.89,0.78,0.23,0.19,0.5,0.01,0.79,0.81,0.12,0.3,0.83,0.3,0.08,0.13,0.11,0.11,0.36,0.37,0.39,0.45,0.35,0.46,0.19,0,0,0.15,0.35,0.55,0.66,0.56,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.12,0.01,?,?,?,?,0,?,0.26 +48,?,?,Donnacity,4,0,1,0,0.71,0.01,1,0.66,0.61,0.42,0.37,0.02,1,0.09,0.42,0.58,0.13,0.59,1,0.33,0.06,0.01,0.01,0.56,0.37,0.02,0.13,0.16,0.04,1,1,1,0.12,1,0.08,0.25,0.54,0.52,0.27,0.27,0.48,0.4,0.36,1,0.54,0.48,0.46,0.51,0.26,0.2,0.01,0.28,0.02,0.16,0.26,0.38,0.43,0.21,0.29,0.39,0.4,0,1,1,1,1,1,1,0.63,1,0.66,0,0.05,0.02,0.67,0.51,0.24,0.71,1,1,0.01,0.01,0.02,0,0.04,0.06,0.02,0.7,0.49,0.29,0,0,0.54,0.68,0.79,0.79,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.24,0.03,?,?,?,?,0,?,0.12 +34,3,63360,RiverEdgeborough,4,0,0.41,0.01,0.86,0.52,0.06,0.24,0.3,0.17,0.64,0.02,1,0.67,0.52,0.37,0.83,0.65,0.07,0.69,0.66,0.62,0.61,0.67,0,0.41,0.49,0.93,0,0.05,0.18,0.22,0.64,0.13,0.58,0.27,0.6,0.16,0.7,0.14,0.34,0.2,0.18,0.45,0.91,0.93,0.97,0.81,0.36,0.47,0,0.02,0.01,0.33,0.29,0.35,0.35,0.39,0.3,0.33,0.3,0.68,0.17,0.17,0.17,0.45,0.53,0.22,0.76,0.08,0.37,0.5,0,0.96,0.69,0.19,0.24,0.19,0,0.71,0.65,0.59,0.52,0.68,0.72,0.84,0.71,0.59,0.59,1,0,0,0.5,0.38,0.88,0.79,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.47,0.9,?,?,?,?,0,?,0.03 +6,?,?,Stantoncity,4,0.03,0.6,0.04,0.59,0.74,0.62,0.4,0.62,0.4,0.28,0.05,1,0.36,0.7,0.07,0.21,0.32,0.39,0.36,0.32,0.26,0.29,0.32,0.23,0.25,0.25,0.28,0.04,0.35,0.47,0.51,0.21,0.55,0.58,0.63,0.17,0.53,0.31,0.56,0.55,0.68,0.64,0.69,0.54,0.51,0.63,0.58,0.44,0.39,0.02,0.35,0.06,0.58,0.64,0.7,0.74,1,1,1,1,0.28,0.97,0.76,0.66,0.64,0.45,0.82,0.28,0.82,0.77,0,0.02,0.85,0.38,0.07,0.23,0.63,0.21,0.11,0.45,0.43,0.4,0.74,0.67,0.68,0.65,0.74,0.74,0.17,0.02,0,0.92,0.36,0.37,0.56,0.56,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.82,0.2,?,?,?,?,0,?,0.41 +1,?,?,Hartsellecity,4,0,0.43,0.12,0.9,0.01,0,0.46,0.45,0.28,0.43,0.02,1,0.28,0.57,0.65,0.37,0.53,0.36,0.42,0.29,0.24,0.24,0.19,0.14,0.52,0.31,0.45,0.01,0.27,0.48,0.51,0.21,0.33,0.51,0.67,0.39,0.59,0.34,0.39,0.23,0.48,0.46,0.44,0.71,0.72,0.83,0.74,0.71,0.65,0,0.1,0,0,0,0,0,0,0,0,0,0.98,0.01,0.13,0.15,0.47,0.47,0.44,0.7,0.07,0.33,0.5,0.01,0.79,0.7,0.1,0.47,0.6,0.31,0.59,0.1,0.09,0.09,0.06,0.11,0.12,0.13,0.3,0.22,0.31,0,0,0.01,0.8,0.59,0.76,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.07,0.03,?,?,?,?,0,?,0.01 +51,750,65392,Radfordcity,4,0.01,0.65,0.12,0.88,0.1,0.02,1,1,1,0.26,0,0,0.13,0.62,0.08,0.47,0.42,0.25,0.34,0.26,0.15,0.15,0.19,0,0.23,0.41,0.2,0.04,0.86,0.41,0.42,0.47,0.37,0.13,0.4,0.84,0.39,0.51,0.2,1,0.16,0.19,0.34,0.6,0.64,0.84,0.59,0.44,0.6,0,0.1,0,0.81,0.78,0.76,0.67,0.16,0.13,0.12,0.09,0.93,0.03,0.1,0.09,0.39,0.38,0.44,0.33,0.04,0.42,0.5,0.01,0.8,0.35,0.16,0.44,0.56,0.35,0.34,0.1,0.11,0.13,0.22,0.26,0.39,0.27,1,0.11,0.35,0,0,0.08,0.64,0.24,0.01,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.14,0,?,?,?,?,0,?,0.15 +6,?,?,Breacity,4,0.04,0.46,0.02,0.8,0.38,0.29,0.38,0.51,0.33,0.29,0.05,1,0.65,0.76,0.12,0.58,0.3,0.15,0.39,0.65,0.56,0.56,0.47,0.3,0.43,0.48,0.51,0.01,0.08,0.15,0.2,0.5,0.15,0.74,0.49,0.36,0.24,0.62,0.45,0.45,0.5,0.49,0.51,0.78,0.77,0.83,0.74,0.46,0.55,0.01,0.1,0.03,0.35,0.42,0.48,0.48,0.3,0.32,0.34,0.31,0.72,0.22,0.29,0.28,0.5,0.59,0.36,0.61,0.24,0.49,0.5,0.02,0.89,0.56,0.25,0.18,0.73,0.08,0.12,0.68,0.71,0.72,0.76,0.7,0.84,0.69,0.52,0.6,0.1,0,0,0.37,0.47,0.49,0.6,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.27,0.04,?,?,?,?,0,?,0.15 +9,3,71390,SouthWindsortown,4,0.02,0.52,0.04,0.92,0.15,0.03,0.33,0.39,0.22,0.23,0.03,0.86,0.76,0.87,0.53,0.77,0.25,0.09,0.37,0.69,0.61,0.59,0.61,0,0.46,0.48,1,0,0.02,0.12,0.18,0.51,0.08,0.85,0.45,0.31,0.2,0.6,0.25,0.31,0.29,0.28,0.51,0.91,0.91,0.94,0.74,0.73,0.77,0,0.04,0.01,0.07,0.11,0.14,0.15,0.03,0.04,0.05,0.05,0.84,0.04,0.12,0.14,0.57,0.57,0.37,0.92,0.02,0.27,0.5,0.01,0.94,0.91,0,0.52,0.69,0.02,0.03,0.5,0.48,0.47,0.71,0.7,0.84,0.8,0.33,0.54,0.32,0,0,0.2,0.61,0.6,0.78,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.07,0.14,?,?,?,?,0,?,0.04 +42,133,87056,Yorktownship,4,0.01,0.35,0.01,0.98,0.06,0.01,0.31,0.36,0.23,0.52,0.02,0.78,0.42,0.59,0.56,0.74,0.49,0.11,0.52,0.43,0.44,0.42,0.94,0,0.2,0.15,0.45,0.01,0.07,0.29,0.33,0.36,0.09,0.62,0.62,0.36,0.48,0.49,0.38,0.24,0.3,0.35,0.34,0.85,0.85,0.9,0.69,0.47,0.59,0,0.06,0,0.29,0.49,0.46,0.58,0.04,0.06,0.05,0.06,0.95,0.03,0.06,0.07,0.38,0.46,0.17,0.75,0.02,0.38,0.5,0.02,0.86,0.69,0.12,0.31,0.65,0.03,0,0.22,0.21,0.21,0.43,0.4,0.39,0.4,0.28,0.32,0.19,0,0,0.05,0.82,0.69,0.82,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.06,0.01,?,?,?,?,0,?,0.03 +50,21,61225,Rutlandcity,4,0.01,0.32,0.01,0.99,0.03,0.01,0.31,0.44,0.29,0.56,0,0,0.23,0.43,0.28,0.55,0.61,0.53,0.43,0.25,0.27,0.26,0.32,0.11,0.15,0,0.33,0.02,0.31,0.29,0.38,0.3,0.38,0.45,0.31,0.36,0.41,0.35,0.64,0.44,0.55,0.61,0.37,0.53,0.59,0.6,0.55,0.46,0.49,0.01,0.16,0,0.17,0.15,0.23,0.19,0.03,0.02,0.03,0.03,0.93,0.02,0.12,0.1,0.3,0.41,0.22,0.47,0.06,0.54,0.5,0.03,0.72,0.43,0.32,0.41,0,0.44,0.58,0.23,0.21,0.21,0.31,0.32,0.34,0.31,0.6,0.59,0.67,0.02,0,0.07,0.7,0.52,0.77,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.2,0.03,?,?,?,?,0,?,0.06 +25,21,50250,Norwoodtown,4,0.03,0.41,0.03,0.95,0.09,0.02,0.29,0.49,0.3,0.53,0.05,1,0.51,0.59,0.13,0.56,0.55,0.25,0.53,0.54,0.45,0.43,0.45,0.37,0.29,0.68,0.81,0.01,0.09,0.15,0.22,0.43,0.27,0.58,0.3,0.52,0.23,0.53,0.25,0.57,0.31,0.3,0.5,0.72,0.78,0.85,0.62,0.6,0.63,0.01,0.1,0.02,0.27,0.28,0.34,0.33,0.17,0.16,0.17,0.16,0.84,0.04,0.25,0.22,0.43,0.58,0.26,0.55,0.07,0.51,0.5,0.03,0.82,0.47,0.11,0.42,0.35,0.04,0.16,0.5,0.46,0.43,0.55,0.66,0.78,0.67,0.38,0.42,0.33,0,0,0.27,0.81,0.74,0.72,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.23,0.54,?,?,?,?,0,?,0.09 +47,?,?,Athenscity,4,0,0.35,0.18,0.85,0.03,0.01,0.45,0.48,0.35,0.54,0,0,0.13,0.35,0.16,0.25,0.56,0.53,0.32,0.15,0.17,0.17,0.2,0.1,0.22,0.47,0.19,0.02,0.62,0.79,0.71,0.27,0.62,0.28,0.86,0.29,0.8,0.33,0.51,0.3,0.63,0.61,0.35,0.48,0.49,0.36,0.52,0.45,0.49,0,0.13,0,0.26,0.55,0.45,0.38,0.01,0.03,0.02,0.01,0.98,0.02,0.08,0.08,0.33,0.35,0.34,0.56,0.07,0.5,0.5,0.02,0.74,0.55,0.09,0.43,0.52,0.8,0.45,0.06,0.06,0.07,0.02,0.09,0.13,0.07,0.51,0.39,0.39,0,0,0.02,0.82,0.55,0.68,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.08,0,?,?,?,?,0,?,0.28 +6,?,?,Saratogacity,4,0.03,0.51,0.01,0.75,0.92,0.06,0.33,0.27,0.2,0.43,0.04,1,1,0.67,0.4,0.94,0.4,0.07,0.51,1,1,1,0.62,0.17,0.76,0.92,1,0,0.02,0.05,0.05,0.96,0.12,0.52,0.74,0.51,0.05,1,0.22,0.29,0.23,0.23,0.42,0.93,0.94,0.93,0.9,0.41,0.25,0,0.01,0.03,0.3,0.32,0.35,0.36,0.33,0.31,0.31,0.3,0.68,0.12,0.15,0.17,0.55,0.54,0.36,0.92,0.06,0.1,1,0.01,0.93,0.91,0.09,0.5,0.52,0.01,0.04,1,1,1,0.67,1,1,1,0.44,0.59,0.07,0,0,0.47,0.39,0.71,0.81,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.2,0.05,?,?,?,?,0,?,0.07 +6,?,?,Arcadiacity,4,0.06,0.43,0.02,0.57,1,0.2,0.41,0.41,0.28,0.53,0.08,1,0.59,0.53,0.46,0.7,0.47,0.16,0.51,0.64,0.7,0.78,0.57,0.13,0.42,0.43,0.56,0.02,0.13,0.16,0.17,0.59,0.18,0.46,0.25,0.51,0.11,0.72,0.36,0.39,0.44,0.42,0.47,0.74,0.77,0.85,0.74,0.22,0.28,0.01,0.07,0.09,0.53,0.58,0.69,0.67,1,0.98,1,0.94,0.43,0.4,0.24,0.23,0.46,0.55,0.33,0.58,0.28,0.53,0.5,0.06,0.78,0.53,0.22,0.28,0.38,0.03,0.21,1,1,1,0.67,0.65,0.82,0.65,0.63,0.63,0.17,0,0,0.82,0.39,0.55,0.73,0.61,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.37,0.1,?,?,?,?,0,?,0.16 +18,?,?,Huntingtoncity,4,0.01,0.45,0,0.98,0.04,0.01,0.49,0.53,0.36,0.46,0,0,0.23,0.49,0.32,0.49,0.57,0.19,0.47,0.25,0.21,0.2,0.16,0.25,0.13,0.06,0.3,0.01,0.22,0.24,0.44,0.18,0.3,0.55,0.98,0.34,0.9,0.24,0.51,0.34,0.46,0.5,0.49,0.66,0.67,0.8,0.56,0.82,0.81,0,0.1,0,0.9,0.73,0.6,0.51,0.07,0.05,0.04,0.03,0.97,0.01,0.23,0.21,0.44,0.45,0.4,0.65,0.08,0.47,0.5,0.02,0.77,0.63,0.21,0.54,0.04,0.55,0.11,0.05,0.04,0.04,0.17,0.18,0.18,0.19,0.34,0.13,0.25,0,0,0.03,0.83,0.57,0.78,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.19,0,?,?,?,?,0,?,0.41 +48,?,?,SanBenitocity,4,0.02,0.87,0,0.63,0,1,0.62,0.58,0.38,0.37,0.03,1,0.08,0.35,0.39,0.14,0.6,1,0.33,0.07,0.04,0.05,0.14,0.04,0,0.14,0.19,0.07,0.99,1,0.96,0.13,0.98,0.19,0.26,0.51,0.52,0.27,0.32,0.47,0.51,0.45,1,0.53,0.47,0.61,0.56,0.42,0.26,0.01,0.23,0.02,0.25,0.32,0.36,0.47,0.3,0.33,0.34,0.41,0,1,1,1,0.95,0.9,0.98,0.58,1,0.65,0,0.04,0.5,0.61,0.81,0.5,0.58,1,1,0.02,0.01,0.02,0.01,0.09,0.11,0.06,0.54,0.42,0.29,0,0,0.5,0.73,0.76,0.84,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.19,0.02,?,?,?,?,0,?,0.22 +29,?,?,Ballwincity,4,0.02,0.51,0.03,0.95,0.11,0.02,0.38,0.42,0.23,0.26,0.03,1,0.58,0.81,0.21,0.74,0.3,0.05,0.4,0.55,0.5,0.48,0.67,0.36,0.42,0.34,0.59,0,0.05,0.09,0.14,0.59,0.07,0.74,0.35,0.42,0.17,0.64,0.24,0.28,0.33,0.3,0.51,0.86,0.89,0.92,0.85,0.5,0.57,0,0.03,0,0.38,0.33,0.37,0.41,0.07,0.06,0.06,0.06,0.94,0.02,0.16,0.17,0.55,0.62,0.28,0.79,0.02,0.23,0.5,0.01,0.87,0.74,0.07,0.22,0.67,0.01,0.05,0.24,0.23,0.23,0.43,0.39,0.48,0.41,0.37,0.33,0.15,0,0,0.08,0.63,0.63,0.66,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.29,0.05,?,?,?,?,0,?,0.03 +37,?,?,Raleighcity,4,0.32,0.32,0.54,0.53,0.15,0.02,0.5,0.72,0.55,0.26,0.33,1,0.34,0.75,0.36,0.53,0.28,0.18,0.29,0.42,0.4,0.49,0.25,0.21,0.26,0.31,0.47,0.21,0.3,0.16,0.21,0.66,0.21,0.66,0.26,0.51,0.19,0.59,0.5,0.71,0.57,0.56,0.35,0.52,0.55,0.66,0.46,0.62,0.64,0.16,0.49,0.07,0.62,0.71,0.75,0.72,0.22,0.22,0.21,0.19,0.89,0.06,0.13,0.1,0.27,0.37,0.24,0.37,0.12,0.61,0,0.36,0.71,0.34,0.08,0.26,0.73,0.22,0.15,0.2,0.21,0.24,0.33,0.33,0.36,0.35,0.39,0.51,0.35,0.13,0,0.15,0.56,0.29,0.4,0.44,0.08,0.15,0.91,0.2,0.06,0.1,0.2,0.15,0.63,0.77,0.33,0.01,0,0.24,0.11,0.86,0.15,0.26,0.2,0.16,0.26,0.07,0.91,0.5,0.72,0.12,0.35 +48,?,?,FortWorthcity,4,0.7,0.44,0.43,0.45,0.12,0.36,0.41,0.57,0.36,0.35,0.71,1,0.25,0.6,0.28,0.37,0.4,0.29,0.39,0.25,0.27,0.37,0.2,0.18,0.25,0.2,0.25,0.69,0.46,0.42,0.49,0.34,0.48,0.5,0.49,0.35,0.48,0.39,0.73,0.45,0.72,0.75,0.56,0.51,0.47,0.61,0.49,0.49,0.49,0.37,0.4,0.27,0.34,0.39,0.49,0.63,0.21,0.22,0.25,0.29,0.67,0.31,0.42,0.35,0.45,0.48,0.43,0.45,0.36,0.65,0,1,0.43,0.44,1,0.56,0.52,0.55,0.33,0.08,0.1,0.12,0.26,0.26,0.28,0.26,0.39,0.46,0.42,0.52,0.8,0.26,0.66,0.44,0.68,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.82,0.13,0.09,?,?,?,?,0,?,0.63 +41,?,?,GrantsPasscity,4,0.01,0.33,0,0.95,0.08,0.05,0.34,0.37,0.23,0.7,0,0,0.16,0.21,0.33,0.44,0.7,0.41,0.62,0.19,0.22,0.21,0.18,0.17,0.23,0.25,0.28,0.03,0.47,0.26,0.41,0.21,0.62,0.26,0.46,0.44,0.57,0.34,0.75,0.29,0.74,0.78,0.35,0.44,0.48,0.24,0.57,0.56,0.64,0.01,0.23,0,0.21,0.25,0.27,0.35,0.04,0.04,0.04,0.05,0.95,0.04,0.2,0.17,0.31,0.31,0.36,0.42,0.16,0.63,0,0.02,0.84,0.43,0.14,0.37,0.52,0.42,0.34,0.13,0.12,0.12,0.26,0.26,0.26,0.26,0.79,0.55,0.56,0.05,0,0.07,0.3,0.31,0.54,0.46,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.23,0,?,?,?,?,0,?,0.09 +6,?,?,RedondoBeachcity,4,0.08,0.23,0.03,0.81,0.42,0.21,0.18,0.56,0.25,0.21,0.1,1,0.66,0.78,0.16,0.58,0.17,0.15,0.26,0.66,0.73,0.72,0.77,0.34,0.59,0.49,0.56,0.03,0.13,0.09,0.14,0.66,0.16,0.86,0.58,0.27,0.13,0.73,0.75,0.71,0.78,0.79,0.28,0.55,0.59,0.76,0.54,0.54,0.53,0.02,0.28,0.05,0.4,0.43,0.46,0.48,0.35,0.33,0.32,0.31,0.73,0.17,0.14,0.1,0.26,0.31,0.28,0.33,0.19,0.68,0,0.08,0.8,0.33,0.07,0.15,0.56,0.03,0.26,0.98,0.97,0.91,0.88,0.86,0.98,0.83,0.44,0.84,0.24,0,0.07,0.37,0.4,0.33,0.64,0.54,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.8,0.08,?,?,?,?,0,?,0.25 +1,?,?,Hueytowncity,4,0.01,0.44,0.26,0.8,0.01,0,0.4,0.41,0.27,0.51,0.02,1,0.29,0.52,0.03,0.32,0.61,0.12,0.68,0.29,0.24,0.24,0.27,0.39,0.14,0,0,0.01,0.17,0.27,0.42,0.13,0.31,0.41,0.29,0.37,0.34,0.27,0.42,0.21,0.39,0.42,0.41,0.73,0.71,0.81,0.66,0.65,0.65,0.01,0.21,0,0,0,0,0.46,0,0,0,0.01,0.98,0.03,0.1,0.12,0.47,0.45,0.47,0.84,0.06,0.37,0.5,0.01,0.88,0.84,0.18,0.58,0.52,0.11,0.29,0.09,0.08,0.08,0.22,0.23,0.2,0.27,0.23,0.23,0.39,0,0,0.01,0.93,0.81,0.94,0.9,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0,?,?,?,?,0,?,0.22 +13,?,?,Atlantacity,4,0.62,0.37,1,0,0.05,0.03,0.45,0.57,0.41,0.34,0.62,1,0.18,0.47,0.22,0.26,0.4,0.67,0.3,0.17,0.35,0.87,0.21,0.22,0.3,0.21,0.43,0.93,0.73,0.37,0.52,0.42,0.61,0.4,0.19,0.46,0.4,0.45,0.85,0.84,0.83,0.87,0.53,0,0,0,0,0.42,0.4,1,1,0.09,0.47,0.64,0.68,0.72,0.11,0.13,0.13,0.13,0.91,0.08,0.42,0.3,0.34,0.4,0.35,0.29,0.3,0.72,0,1,0.37,0.29,0.97,0.42,0.4,0.54,0.44,0.11,0.13,0.28,0.15,0.27,0.34,0.28,0.63,0.54,0.64,1,0.14,0.1,0.69,0.51,0.63,0.62,0.03,0.02,0.95,0.04,0.11,0.1,0.74,0.02,0,0.7,0.45,0.03,0,0.33,0.04,0.43,0,0.38,0.25,1,0.17,0.03,0.89,1,0.6,0.02,1 +6,?,?,Bellcity,4,0.04,1,0.02,0.11,0.08,1,0.58,0.72,0.5,0.17,0.05,1,0.18,0.58,0.11,0.07,0.31,0.74,0.22,0.14,0.06,0.08,0.21,0.09,0.19,0.2,0.23,0.08,0.7,1,1,0.04,0.86,0.34,0.9,0.06,1,0.03,0.39,0.68,0.49,0.45,1,0.51,0.47,0.44,0.5,0.12,0,0.07,1,0.13,0.43,0.47,0.52,0.61,1,1,1,1,0,1,1,1,1,1,1,0.07,1,1,0,0.02,0.86,0.12,0.14,0.19,0.38,0.36,0.5,0.43,0.43,0.41,0.49,0.48,0.53,0.44,0.79,1,0.32,0.11,0,1,0.29,0.34,0.73,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,1,0.55,?,?,?,?,0,?,0.36 +25,25,7000,Bostoncity,4,0.91,0.36,0.5,0.43,0.32,0.2,0.46,0.72,0.55,0.35,0.91,1,0.29,0.52,0.15,0.4,0.35,0.58,0.32,0.3,0.36,0.46,0.27,0.16,0.22,0.25,0.3,0.93,0.49,0.35,0.41,0.48,0.54,0.48,0.2,0.73,0.26,0.53,0.42,1,0.45,0.46,0.53,0.19,0.23,0.29,0.16,0.44,0.37,0.93,0.91,0.77,0.56,0.59,0.64,0.67,0.78,0.72,0.72,0.68,0.56,0.41,0.46,0.3,0.33,0.45,0.34,0.12,0.32,0.77,0,1,0.64,0.12,0.53,0.47,0,0.2,0.49,0.41,0.41,0.38,0.34,0.52,0.68,0.54,0.61,0.54,0.56,1,0.5,0.59,0.5,0.47,0.52,0.41,0.45,0.37,0.53,0.46,0.26,0.18,0.15,0.37,0.76,0.59,0.52,0.13,0.11,0.46,0.26,0.57,0.84,0.14,0.99,1,0.82,0.41,0.85,0.5,0.36,0.31,0.81 +6,?,?,YubaCitycity,4,0.03,0.41,0.05,0.64,0.47,0.33,0.4,0.54,0.34,0.36,0.04,1,0.2,0.52,0.57,0.3,0.41,0.7,0.52,0.21,0.23,0.26,0.23,0.22,0.18,0.18,0.21,0.04,0.49,0.38,0.44,0.25,0.75,0.37,0.2,0.43,0.29,0.36,0.76,0.38,0.86,0.85,0.49,0.37,0.44,0.53,0.36,0.33,0.36,0.01,0.19,0.02,0.43,0.53,0.58,0.63,0.39,0.42,0.42,0.42,0.64,0.4,0.36,0.3,0.42,0.4,0.48,0.22,0.39,0.71,0,0.02,0.84,0.26,0.06,0.16,0.67,0.29,0.24,0.17,0.18,0.2,0.26,0.25,0.26,0.25,0.55,0.49,0.25,0.01,0.09,0.38,0.53,0.25,0.38,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.33,0.01,?,?,?,?,0,?,0.27 +34,15,43440,Mantuatownship,4,0,0.57,0.03,0.97,0.03,0.02,0.36,0.44,0.26,0.34,0.01,0.86,0.51,0.65,0.7,0.52,0.44,0.14,0.6,0.46,0.42,0.4,0.47,0.1,0.39,0.01,0.7,0,0.07,0.19,0.38,0.28,0.15,0.58,0.42,0.4,0.37,0.43,0.3,0.34,0.26,0.28,0.57,0.86,0.82,0.87,0.77,0.41,0.43,0,0.09,0,0.06,0.27,0.22,0.35,0.01,0.03,0.02,0.03,0.97,0.03,0.29,0.31,0.63,0.6,0.57,0.92,0.06,0.25,0.5,0.01,0.85,0.92,0.2,0.36,0.4,0.05,0,0.23,0.21,0.23,0.35,0.37,0.42,0.41,0.42,0.5,0.49,0,0,0.05,0.57,0.78,0.72,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.05,0.11,?,?,?,?,0,?,0.07 +49,?,?,WestJordancity,4,0.05,1,0.01,0.91,0.12,0.12,0.63,0.58,0.29,0.04,0.07,0.99,0.36,0.91,0.25,0.34,0.1,0.21,0.12,0.31,0.15,0.14,0.29,0.12,0.18,0.27,0.28,0.03,0.17,0.09,0.22,0.24,0.18,0.79,0.41,0.28,0.49,0.31,0.3,0.31,0.39,0.36,1,0.81,0.86,0.82,0.75,0.55,0.57,0.01,0.08,0.01,0.12,0.14,0.18,0.37,0.02,0.02,0.02,0.04,0.91,0.05,1,1,1,1,0.69,0.82,0.32,0.28,0.5,0.02,0.85,0.76,0.09,0.46,0.83,0.09,0.02,0.14,0.12,0.11,0.26,0.25,0.28,0.26,0.45,0.51,0.46,0,0,0.06,0.77,0.59,0.84,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.13,0.12,?,?,?,?,0,?,0.04 +44,7,14140,CentralFallscity,4,0.01,0.44,0.08,0.66,0.05,0.54,0.38,0.55,0.35,0.46,0.03,1,0.12,0.33,0.27,0.28,0.6,0.82,0.36,0.14,0.13,0.14,0.18,0.1,0.09,0.2,0.22,0.03,0.59,0.85,0.95,0.07,0.66,0.38,1,0.13,1,0.06,0.52,0.62,0.64,0.61,0.56,0.25,0.31,0.23,0.38,0.33,0.41,0.03,0.65,0.03,0.52,0.55,0.58,0.59,1,0.93,0.9,0.84,0.1,0.93,0.37,0.31,0.46,0.58,0.47,0.01,0.36,0.65,0,0.04,0.61,0.03,0.23,0.46,0,0.78,0.41,0.21,0.22,0.2,0.19,0.26,0.29,0.26,0.6,0.71,1,0,0,0.83,0.52,0.5,0.74,0.55,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,1,0.13,?,?,?,?,0,?,0.61 +51,770,68000,Roanokecity,4,0.14,0.28,0.47,0.61,0.04,0.01,0.32,0.44,0.28,0.55,0.15,1,0.18,0.45,0.17,0.35,0.61,0.42,0.48,0.21,0.25,0.29,0.21,0.16,0.19,0.13,0.29,0.14,0.42,0.47,0.56,0.24,0.32,0.44,0.36,0.39,0.52,0.29,0.74,0.42,0.71,0.75,0.34,0.35,0.36,0.45,0.37,0.52,0.55,0.11,0.53,0.01,0.44,0.45,0.46,0.47,0.05,0.04,0.04,0.04,0.95,0.04,0.18,0.15,0.29,0.32,0.29,0.48,0.09,0.54,0.5,0.18,0.7,0.47,0.34,0.43,0.35,0.51,0.24,0.09,0.08,0.09,0.17,0.19,0.2,0.18,0.37,0.3,0.36,0.17,0.03,0.04,0.76,0.58,0.64,0.72,0.04,0.24,0.95,0.29,0.04,0.18,0.24,0.24,0.53,0.79,0.08,0.03,0,0.07,0.05,0.93,0.22,0.12,0.19,0.17,0.08,0.02,0.82,0,0.6,0.12,0.24 +39,99,88000,Youngstowncity,4,0.14,0.4,0.74,0.38,0.02,0.07,0.42,0.43,0.29,0.62,0.15,1,0.09,0.11,0.07,0.24,0.72,1,0.79,0.12,0.11,0.16,0.16,0.16,0.09,0.17,0.2,0.25,0.77,0.36,0.6,0.11,1,0.05,0.42,0.54,0.64,0.22,0.66,0.54,0.64,0.68,0.49,0.18,0.19,0.13,0.13,0.22,0.12,0.16,0.68,0.02,0.12,0.16,0.16,0.16,0.02,0.03,0.03,0.02,0.84,0.09,0.34,0.29,0.41,0.41,0.43,0.57,0.08,0.44,0.5,0.2,0.62,0.58,0.8,0.67,0.08,0.44,0.41,0.02,0.01,0.01,0.06,0.1,0.11,0.13,0.92,0.3,0.61,0.07,0,0.08,0.76,0.76,0.9,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.24,0.14,?,?,?,?,0,?,0.95 +47,?,?,Chattanoogacity,4,0.23,0.33,0.66,0.47,0.06,0.01,0.4,0.47,0.33,0.49,0.24,1,0.17,0.43,0.17,0.31,0.54,0.47,0.43,0.2,0.25,0.32,0.19,0.18,0.26,0.19,0.46,0.24,0.48,0.44,0.54,0.28,0.43,0.38,0.4,0.41,0.5,0.37,0.73,0.44,0.72,0.76,0.4,0.33,0.3,0.36,0.33,0.51,0.47,0.2,0.59,0.02,0.43,0.41,0.49,0.52,0.05,0.04,0.05,0.05,0.96,0.03,0.2,0.17,0.33,0.38,0.31,0.45,0.13,0.63,0,0.39,0.56,0.44,0.33,0.42,0.46,0.43,0.21,0.08,0.08,0.09,0.12,0.18,0.22,0.21,0.45,0.34,0.5,0.09,0,0.05,0.64,0.57,0.76,0.66,0.07,0.23,0.92,0.27,0.07,0.18,0.26,0.23,0.62,0.72,0.42,0.01,0.05,0.31,0.1,0.5,0.16,0.34,0.11,0.17,0.51,0.07,0.7,0,0.72,0.2,0.81 +27,53,30140,Hopkinscity,4,0.01,0.14,0.03,0.93,0.14,0.02,0.21,0.67,0.38,0.46,0.03,1,0.3,0.59,0.17,0.52,0.4,0.19,0.3,0.33,0.41,0.4,0.33,0.26,0.21,0.1,0.35,0.01,0.17,0.17,0.2,0.41,0.07,0.75,0.45,0.29,0.28,0.43,0.62,0.66,0.64,0.66,0.22,0.4,0.52,0.51,0.19,0.82,0.82,0.01,0.3,0,0.4,0.46,0.62,0.65,0.12,0.12,0.14,0.14,0.92,0.05,0.05,0.03,0.14,0.34,0.12,0.23,0.11,0.82,0,0.03,0.72,0.18,0,0.36,0.6,0.08,0.05,0.2,0.18,0.18,0.46,0.45,0.49,0.41,0.4,0.36,0.24,0,0,0.12,0.67,0.31,0.53,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.34,0.19,?,?,?,?,0,?,0.12 +12,?,?,Daniacity,4,0,0.23,0.61,0.5,0.03,0.11,0.22,0.32,0.19,0.74,0.02,1,0.19,0.36,0.3,0.39,0.68,0.3,0.38,0.19,0.27,0.35,0.18,0.25,0.15,0.09,0.26,0.02,0.55,0.47,0.7,0.17,0.59,0.32,0.14,0.36,0.34,0.31,0.96,0.49,0.72,0.86,0.28,0.14,0.12,0.14,0,0.55,0.35,0.02,0.69,0.01,0.27,0.31,0.44,0.45,0.26,0.26,0.34,0.32,0.69,0.17,0.23,0.16,0.23,0.15,0.36,0.4,0.4,0.93,0,0.1,0,0.46,0.34,0.53,0.67,0.5,0.3,0.16,0.17,0.2,0.31,0.33,0.39,0.36,0.6,0.77,0.4,0.01,0,0.41,0.24,0.5,0.69,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.21,0.13,?,?,?,?,0,?,1 +55,133,56375,NewBerlincity,4,0.04,0.55,0,0.98,0.06,0.01,0.38,0.38,0.22,0.26,0.05,1,0.62,0.79,0.26,0.85,0.33,0.06,0.48,0.57,0.45,0.43,0.08,0.32,0.39,0.25,0.32,0,0.03,0.11,0.14,0.46,0.09,0.77,0.55,0.4,0.32,0.53,0.2,0.29,0.16,0.18,0.53,0.93,0.94,0.91,0.85,0.51,0.65,0,0.05,0.01,0.12,0.1,0.08,0.17,0.02,0.02,0.01,0.02,0.94,0.03,0.17,0.2,0.6,0.65,0.22,0.9,0.03,0.22,0.5,0.02,0.89,0.84,0.02,0.1,0.6,0.02,0.04,0.23,0.21,0.2,0.62,0.55,0.57,0.54,0.17,0.43,0.36,0,0,0.08,0.83,0.72,0.54,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.08,0.04,?,?,?,?,0,?,0.05 +39,35,80990,WarrensvilleHeightscity,4,0.01,0.34,1,0,0.05,0.01,0.44,0.46,0.29,0.31,0.02,1,0.27,0.67,0.13,0.18,0.36,0.43,0.52,0.27,0.28,0.32,0.34,0.34,0.34,0.23,0.52,0.01,0.26,0.19,0.39,0.18,0.62,0.57,0.49,0.55,0.59,0.32,0.76,0.47,1,0.96,0.42,0.14,0.18,0.06,0.06,0.73,0.9,0.02,0.67,0,0.51,0.55,0.5,0.55,0.09,0.08,0.07,0.07,0.93,0.03,0.18,0.17,0.38,0.52,0.3,0.41,0.12,0.53,0.5,0.02,0.79,0.36,0.44,0.2,0.46,0.1,0.13,0.13,0.11,0.09,0.39,0.34,0.34,0.32,0.31,0.56,0.47,0,0,0.07,0.67,0.7,0.96,0.92,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.33,0.56,?,?,?,?,0,?,0.38 +6,?,?,ElCajoncity,4,0.13,0.46,0.06,0.81,0.17,0.26,0.4,0.59,0.39,0.33,0.14,1,0.27,0.56,0.18,0.37,0.37,0.62,0.48,0.27,0.29,0.3,0.24,0.16,0.21,0.24,0.32,0.1,0.33,0.23,0.36,0.22,0.45,0.5,0.26,0.37,0.32,0.34,0.72,0.46,0.85,0.82,0.47,0.45,0.49,0.52,0.4,0.34,0.36,0.05,0.27,0.06,0.49,0.55,0.62,0.61,0.33,0.33,0.34,0.3,0.75,0.2,0.26,0.24,0.47,0.45,0.53,0.22,0.4,0.71,0,0.08,0.84,0.26,0.11,0.11,0.65,0.18,0.14,0.4,0.4,0.42,0.51,0.47,0.49,0.44,0.75,0.6,0.1,0.01,0.17,0.29,0.43,0.26,0.62,0.51,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.51,0.12,?,?,?,?,0,?,0.37 +42,101,60000,Philadelphiacity,4,1,0.43,0.78,0.29,0.17,0.1,0.41,0.51,0.35,0.5,1,1,0.21,0.37,0.12,0.34,0.58,0.68,0.56,0.24,0.24,0.32,0.24,0.17,0.19,0.16,0.22,1,0.54,0.39,0.63,0.23,0.65,0.3,0.29,0.58,0.4,0.37,0.56,0.71,0.58,0.6,0.58,0.21,0.21,0.3,0.23,0.37,0.35,1,0.94,0.7,0.39,0.42,0.47,0.51,0.18,0.17,0.17,0.17,0.77,0.17,0.46,0.37,0.44,0.51,0.34,0.58,0.21,0.45,0.5,1,0.56,0.54,1,0.76,0,0.25,0.51,0.04,0.07,0.1,0.23,0.29,0.37,0.32,0.69,0.33,0.65,1,1,0.19,0.77,0.76,0.85,0.79,1,0.43,0,0.57,1,0.69,0.58,0.43,0.56,0.58,0.59,0.07,0,0.46,1,0.93,0.1,0.39,0.98,1,0.92,1,1,0,0.43,0.27,0.53 +12,?,?,Rockledgecity,4,0.01,0.43,0.27,0.76,0.09,0.04,0.32,0.38,0.21,0.5,0.03,1,0.38,0.61,0.1,0.55,0.5,0.11,0.76,0.38,0.36,0.36,0.35,0.16,0.25,0.3,0.51,0.01,0.14,0.13,0.23,0.33,0.32,0.57,0.41,0.43,0.27,0.53,0.54,0.26,0.54,0.56,0.37,0.68,0.66,0.68,0.59,0.66,0.71,0,0.11,0,0.24,0.22,0.28,0.29,0.08,0.06,0.07,0.07,0.9,0.05,0.17,0.18,0.45,0.43,0.44,0.75,0.1,0.29,0.5,0.02,0.74,0.75,0.09,0.36,0.69,0.12,0.05,0.16,0.14,0.13,0.41,0.41,0.4,0.43,0.38,0.43,0.17,0,0,0.13,0.22,0.43,0.59,0.45,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.14,0.03,?,?,?,?,0,?,0.23 +53,?,?,Bremertoncity,4,0.05,0.41,0.14,0.76,0.32,0.09,0.5,0.72,0.59,0.42,0.06,1,0.18,0.42,0.07,0.42,0.41,0.54,0.78,0.19,0.21,0.22,0.22,0.12,0.18,0.23,0.3,0.06,0.48,0.22,0.3,0.19,0.47,0.47,0.42,0.36,0.33,0.29,0.66,0.61,0.77,0.73,0.4,0.5,0.55,0.54,0.63,0.2,0.2,0.02,0.23,0.01,0.28,0.4,0.5,0.51,0.09,0.11,0.13,0.12,0.87,0.05,0.23,0.18,0.31,0.24,0.41,0.18,0.23,0.71,0,0.05,0.76,0.23,0.31,0.45,0.25,0.39,0.26,0.13,0.11,0.11,0.22,0.25,0.26,0.24,0.4,0.34,0.33,0.02,0.01,0.13,0.28,0.23,0.22,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.16,0.44,?,?,?,?,0,?,0.26 +34,25,25230,Freeholdtownship,4,0.02,0.62,0.09,0.86,0.26,0.06,0.44,0.49,0.33,0.28,0.03,0.84,0.78,0.82,0.59,0.71,0.31,0.14,0.44,0.73,0.58,0.58,0.29,0.45,0.47,0.93,0.69,0,0.03,0.18,0.23,0.55,0.15,0.61,0.3,0.45,0.15,0.64,0.23,0.46,0.23,0.23,0.58,0.91,0.89,0.91,0.82,0.2,0.41,0,0.06,0.01,0.21,0.23,0.23,0.28,0.13,0.12,0.12,0.13,0.81,0.06,0.25,0.27,0.6,0.64,0.32,0.87,0.04,0.35,0.5,0.02,0.8,0.83,0.21,0.52,0.75,0,0.18,0.53,0.53,0.5,0.76,0.69,0.88,0.7,0.55,0.63,0.46,0.01,0,0.26,0.44,0.6,0.49,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.05,0.5,?,?,?,?,0,?,0.04 +4,?,?,Prescottcity,4,0.03,0.26,0.01,0.93,0.03,0.13,0.33,0.32,0.27,0.92,0,0,0.18,0.17,0.15,0.59,0.82,0.22,0.86,0.23,0.3,0.29,0.11,0.12,0.35,0.24,0.28,0.03,0.34,0.18,0.27,0.37,0.43,0.15,0.13,0.68,0.26,0.45,0.59,0.36,0.56,0.59,0.2,0.58,0.62,0.76,0.64,0.45,0.51,0.01,0.09,0.01,0.21,0.2,0.2,0.17,0.05,0.04,0.04,0.03,0.89,0.03,0.13,0.11,0.23,0.23,0.27,0.57,0.12,0.66,0,0.1,0.39,0.58,0.07,0.32,0.73,0.45,0.27,0.2,0.2,0.23,0.28,0.29,0.34,0.29,0.74,0.56,0.29,0.01,0,0.1,0.18,0.31,0.32,0.25,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.07,0,?,?,?,?,0,?,0.18 +6,?,?,HuntingtonParkcity,4,0.07,1,0.02,0,0.11,1,0.63,0.76,0.55,0.14,0.09,1,0.2,0.63,0.23,0.07,0.23,0.67,0.2,0.15,0.07,0.1,0.24,0.15,0.34,0.2,0.24,0.12,0.64,1,1,0.06,0.89,0.43,0.98,0.04,1,0.05,0.25,0.77,0.47,0.38,1,0.49,0.46,0.51,0.53,0.27,0.13,0.1,0.86,0.22,0.41,0.51,0.56,0.63,1,1,1,1,0,1,1,1,1,1,1,0.06,1,0.98,0,0.03,0.85,0.09,0.26,0.29,0.4,0.48,1,0.41,0.41,0.39,0.47,0.44,0.48,0.41,0.87,0.94,0.17,0.05,0,1,0.28,0.44,0.74,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,1,0.8,?,?,?,?,0,?,0.62 +53,?,?,Yakimacity,4,0.07,0.38,0.05,0.74,0.08,0.3,0.4,0.47,0.32,0.52,0.09,1,0.17,0.35,0.37,0.42,0.6,0.56,0.49,0.2,0.22,0.25,0.21,0.13,0.13,0.15,0.17,0.1,0.53,0.48,0.5,0.25,0.67,0.32,0.28,0.5,0.46,0.38,0.65,0.41,0.69,0.7,0.47,0.45,0.48,0.39,0.59,0.41,0.46,0.04,0.3,0.03,0.5,0.6,0.61,0.63,0.31,0.33,0.3,0.28,0.74,0.31,0.35,0.29,0.38,0.38,0.42,0.41,0.31,0.63,0,0.07,0.77,0.42,0.41,0.33,0.4,0.45,0.63,0.09,0.09,0.1,0.18,0.2,0.21,0.19,0.52,0.22,0.32,0.08,0.02,0.26,0.53,0.41,0.71,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.31,0.08,?,?,?,?,0,?,0.5 +6,?,?,Cupertinocity,4,0.05,0.42,0.02,0.61,1,0.09,0.29,0.38,0.21,0.26,0.06,1,0.87,0.83,0.29,0.82,0.21,0.11,0.32,0.83,0.83,0.86,0.52,0.38,0.55,0.6,0.7,0.01,0.07,0.06,0.06,0.86,0.11,0.74,0.86,0.36,0.1,0.94,0.46,0.44,0.49,0.49,0.42,0.79,0.82,0.92,0.69,0.51,0.49,0,0.04,0.06,0.47,0.5,0.59,0.57,0.74,0.68,0.73,0.65,0.54,0.21,0.14,0.14,0.46,0.51,0.38,0.58,0.17,0.41,0.5,0.04,0.85,0.55,0.03,0.21,0.63,0.01,0.08,1,1,1,1,0.98,1,0.95,0.36,0.6,0.18,0,0,0.66,0.36,0.47,0.57,0.52,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.33,0.09,?,?,?,?,0,?,0.14 +39,?,?,Masoncity,4,0,0.49,0.01,0.98,0.04,0.01,0.35,0.45,0.24,0.26,0.02,1,0.46,0.73,0.18,0.58,0.32,0.15,0.47,0.44,0.37,0.35,0,0.01,0.24,0.23,0.4,0,0.06,0.18,0.26,0.32,0.12,0.72,0.61,0.28,0.44,0.42,0.38,0.25,0.44,0.43,0.51,0.83,0.84,0.88,0.76,0.75,0.7,0,0.05,0,0,0,0.2,0.48,0,0,0.01,0.03,0.96,0.01,0.13,0.14,0.52,0.56,0.37,0.75,0.04,0.32,0.5,0,0.93,0.71,0,0.41,0.73,0.13,0,0.18,0.17,0.15,0.33,0.31,0.31,0.33,0.32,0.39,0.17,0,0,0.03,0.73,0.54,0.52,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.08,0.01,?,?,?,?,0,?,0.06 +51,740,64000,Portsmouthcity,4,0.15,0.45,0.92,0.25,0.05,0.02,0.41,0.51,0.33,0.46,0.16,1,0.21,0.52,0.1,0.25,0.47,0.5,0.71,0.22,0.2,0.29,0.21,0.18,0.25,0.27,0.32,0.16,0.47,0.43,0.58,0.17,0.47,0.41,0.41,0.41,0.46,0.29,0.68,0.45,0.7,0.72,0.49,0.32,0.26,0.42,0.27,0.47,0.49,0.15,0.64,0.01,0.19,0.29,0.36,0.43,0.02,0.02,0.03,0.03,0.95,0.04,0.29,0.27,0.47,0.45,0.51,0.43,0.19,0.55,0,0.19,0.66,0.46,0.58,0.49,0.4,0.59,0.27,0.14,0.12,0.12,0.21,0.25,0.26,0.28,0.6,0.56,0.49,0,0.04,0.03,0.67,0.58,0.66,0.69,0.03,0.18,0.96,0.2,0.07,0.27,0.49,0.18,0.28,0.75,0.36,0.01,0.18,0.27,0.05,0.29,0.26,0.09,0.26,0.19,0.18,0.03,0.55,0,0.69,0.13,0.54 +6,?,?,NationalCitycity,4,0.07,0.97,0.16,0.1,1,0.92,0.64,0.78,0.64,0.28,0.09,1,0.17,0.54,0.16,0.19,0.38,0.99,0.51,0.15,0.12,0.18,0.23,0.24,0.19,0.19,0.23,0.09,0.56,0.73,0.73,0.13,0.53,0.48,0.41,0.27,0.56,0.14,0.47,0.77,0.65,0.57,0.84,0.4,0.39,0.45,0.36,0.21,0.12,0.05,0.45,0.13,0.43,0.52,0.58,0.62,1,1,1,1,0.01,0.91,0.8,0.78,0.81,0.8,0.82,0.15,1,0.84,0,0.02,0.9,0.19,0.11,0.27,0.48,0.27,0.23,0.27,0.26,0.25,0.37,0.39,0.44,0.35,0.69,0.61,0.11,0,0.02,1,0.3,0.3,0.48,0.29,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.6,0.34,?,?,?,?,0,?,0.61 +13,?,?,Augustacity,4,0.06,0.29,1,0.13,0.04,0.01,0.38,0.49,0.33,0.62,0.07,1,0.06,0.16,0.09,0.21,0.69,0.87,0.48,0.11,0.18,0.38,0.15,0.12,0.18,0.27,0.54,0.13,0.89,0.72,0.76,0.27,0.65,0.16,0.3,0.66,0.45,0.34,0.94,0.62,0.84,0.93,0.45,0,0,0,0,0.36,0.32,0.11,0.99,0,0.58,0.53,0.57,0.54,0.07,0.06,0.05,0.05,0.95,0.03,0.35,0.24,0.27,0.27,0.32,0.26,0.25,0.73,0,0.15,0.46,0.28,0.37,0.74,0.25,0.76,0.61,0.06,0.07,0.09,0.04,0.12,0.16,0.13,0.66,0.37,0.39,0.05,0.05,0.05,0.74,0.52,0.7,0.68,0.05,0.68,0.97,0.45,0.02,0.21,0.09,0.68,0.12,0.74,0.41,0,0,0.28,0.1,0.57,0.12,0.06,0.19,0.22,0.14,0.02,0,0,0.98,0.27,0.35 +47,?,?,Gallatincity,4,0.01,0.45,0.37,0.7,0.01,0.01,0.41,0.46,0.29,0.43,0,0,0.25,0.54,0.61,0.29,0.49,0.41,0.37,0.27,0.22,0.25,0.18,0.5,0.49,0.94,0.23,0.03,0.43,0.59,0.63,0.17,0.41,0.47,0.74,0.33,0.76,0.28,0.65,0.3,0.63,0.67,0.45,0.52,0.5,0.64,0.63,0.65,0.6,0.01,0.29,0,0.7,0.52,0.56,0.48,0.03,0.02,0.02,0.02,0.98,0.01,0.18,0.18,0.46,0.45,0.47,0.52,0.14,0.48,0.5,0.03,0.68,0.53,0.15,0.34,0.63,0.47,0.12,0.11,0.11,0.11,0.14,0.22,0.23,0.23,0.35,0.29,0.46,0,0,0.02,0.78,0.4,0.69,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.07,0.03,?,?,?,?,0,?,0.38 +48,?,?,Dallascity,4,1,0.36,0.57,0.32,0.13,0.39,0.38,0.59,0.36,0.29,1,1,0.26,0.67,0.29,0.37,0.31,0.27,0.24,0.27,0.38,0.59,0.22,0.17,0.29,0.2,0.25,1,0.47,0.42,0.46,0.43,0.48,0.58,0.3,0.33,0.39,0.44,0.72,0.59,0.78,0.78,0.57,0.41,0.39,0.55,0.38,0.52,0.49,1,0.59,0.84,0.37,0.48,0.59,0.7,0.32,0.37,0.41,0.45,0.62,0.39,0.5,0.37,0.38,0.48,0.36,0.32,0.45,0.73,0,1,0.42,0.3,0.94,0.41,0.6,0.48,0.33,0.12,0.16,0.24,0.32,0.31,0.35,0.29,0.37,0.44,0.4,0.7,0.67,0.37,0.6,0.41,0.67,0.68,0.58,0.24,0.49,0.25,0.78,0.28,0.39,0.24,0.5,0.64,0.39,0.16,0,0.29,0.33,0.57,0.26,1,0.25,0.37,1,0.52,0.51,0.5,0.35,0.2,0.72 +34,35,7720,Bridgewatertownship,4,0.04,0.56,0.03,0.89,0.31,0.04,0.34,0.42,0.27,0.31,0.05,0.98,0.85,0.85,0.18,0.81,0.34,0.1,0.43,0.79,0.72,0.7,0.44,0.36,0.62,0.21,0.57,0,0.03,0.16,0.17,0.67,0.1,0.75,0.39,0.43,0.2,0.71,0.18,0.39,0.2,0.2,0.51,0.91,0.92,0.91,0.76,0.51,0.66,0.01,0.1,0.02,0.2,0.31,0.35,0.33,0.14,0.2,0.2,0.18,0.78,0.12,0.2,0.22,0.59,0.59,0.44,0.87,0.05,0.2,0.5,0.02,0.86,0.86,0.05,0.65,0.56,0.03,0.11,0.55,0.6,0.61,0.78,0.77,0.94,0.89,0.37,0.49,0.32,0.02,0,0.31,0.56,0.7,0.58,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.08,0.12,?,?,?,?,0,?,0.04 +39,?,?,Marioncity,4,0.04,0.41,0.08,0.92,0.03,0.01,0.42,0.47,0.3,0.41,0,0,0.18,0.43,0.22,0.33,0.56,0.6,0.52,0.19,0.18,0.17,0.19,0.18,0.28,0.22,0.27,0.05,0.44,0.33,0.53,0.13,0.75,0.36,0.61,0.33,0.68,0.23,0.73,0.28,0.67,0.72,0.47,0.54,0.55,0.58,0.6,0.46,0.46,0.02,0.24,0,0,0.24,0.23,0.38,0,0.01,0.01,0.01,0.98,0.02,0.22,0.21,0.44,0.44,0.44,0.53,0.08,0.43,0.5,0.05,0.7,0.53,0.26,0.73,0.13,0.73,0.47,0.03,0.02,0.03,0.13,0.14,0.12,0.18,0.45,0.14,0.39,0,0,0.02,0.85,0.58,0.79,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.36,0.06,?,?,?,?,0,?,0.09 +48,?,?,Pasadenacity,4,0.18,0.54,0.02,0.76,0.09,0.53,0.47,0.56,0.36,0.22,0.19,1,0.28,0.71,0.26,0.32,0.3,0.24,0.34,0.27,0.25,0.26,0.16,0.22,0.38,0.21,0.25,0.15,0.37,0.43,0.52,0.16,0.47,0.52,0.43,0.22,0.5,0.24,0.7,0.35,0.68,0.71,0.62,0.63,0.63,0.71,0.59,0.33,0.26,0.04,0.15,0.09,0.29,0.36,0.43,0.55,0.22,0.24,0.26,0.31,0.55,0.36,0.43,0.4,0.58,0.59,0.58,0.39,0.5,0.57,0,0.29,0.52,0.4,0.43,0.57,0.56,0.55,0.41,0.07,0.07,0.08,0.25,0.25,0.25,0.24,0.3,0.26,0.31,0,0.01,0.32,0.64,0.43,0.77,0.79,0.03,0.13,0.96,0.16,0.03,0.08,0.18,0.13,0.76,0.92,0.03,0.11,0,0.09,0.05,0.64,0.06,0.13,0.23,0.02,0.15,0.02,0.79,1,0.73,0.07,0.51 +6,?,?,BellGardenscity,4,0.05,1,0.01,0.05,0.08,1,0.69,0.76,0.53,0.09,0.07,1,0.2,0.73,0.13,0.03,0.2,0.76,0.19,0.14,0.03,0.05,0.13,0.08,0.11,0.18,0.2,0.1,0.69,1,1,0,0.94,0.38,0.86,0.04,1,0.01,0.27,0.76,0.49,0.4,1,0.51,0.46,0.59,0.55,0.13,0,0.07,0.74,0.15,0.42,0.5,0.52,0.59,1,1,1,1,0,1,1,1,1,1,1,0,1,0.99,0,0.01,0.9,0.01,0.2,0.27,0.44,0.62,0.51,0.4,0.42,0.43,0.53,0.51,0.56,0.51,0.84,0.99,0.22,0,0,1,0.35,0.37,0.81,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,1,0.37,?,?,?,?,0,?,0.54 +6,?,?,Coltoncity,4,0.05,0.61,0.17,0.36,0.26,0.92,0.46,0.65,0.4,0.18,0.06,1,0.28,0.69,0.14,0.19,0.26,0.59,0.3,0.25,0.2,0.24,0.24,0.18,0.26,0.25,0.29,0.06,0.41,0.42,0.51,0.2,0.65,0.5,0.32,0.42,0.52,0.3,0.63,0.5,0.69,0.69,0.75,0.49,0.48,0.55,0.56,0.33,0.27,0.04,0.49,0.05,0.46,0.55,0.6,0.65,0.55,0.57,0.57,0.57,0.37,0.5,0.65,0.58,0.66,0.73,0.59,0.42,0.72,0.7,0,0.07,0.64,0.41,0.23,0.13,0.81,0.37,0.3,0.22,0.22,0.22,0.44,0.44,0.46,0.42,0.67,0.7,0.28,0.06,0.02,0.5,0.57,0.31,0.39,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.24,0.03,?,?,?,?,0,?,0.45 +41,?,?,Albanycity,4,0.03,0.36,0.01,0.95,0.08,0.05,0.41,0.48,0.32,0.44,0,0,0.21,0.48,0.21,0.46,0.5,0.4,0.5,0.24,0.21,0.21,0.14,0.16,0.16,0.31,0.28,0.04,0.38,0.2,0.31,0.18,0.43,0.46,0.63,0.35,0.66,0.25,0.74,0.32,0.73,0.77,0.38,0.5,0.53,0.42,0.54,0.38,0.46,0.02,0.23,0,0.32,0.43,0.48,0.41,0.04,0.05,0.05,0.04,0.95,0.04,0.19,0.17,0.38,0.41,0.39,0.41,0.16,0.57,0,0.03,0.85,0.41,0.5,0.25,0.63,0.34,0.16,0.09,0.08,0.07,0.23,0.24,0.24,0.25,0.44,0.22,0.43,0,0,0.05,0.5,0.37,0.56,0.65,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.21,0.02,?,?,?,?,0,?,0.1 +41,?,?,Hermistoncity,4,0,0.41,0.02,0.81,0.12,0.27,0.45,0.46,0.29,0.42,0,0,0.15,0.43,0.77,0.3,0.5,0.46,0.4,0.17,0.16,0.16,0.15,0.1,0.33,0.12,0.15,0.02,0.52,0.38,0.48,0.17,0.68,0.42,0.52,0.24,0.69,0.25,0.66,0.32,0.72,0.73,0.51,0.45,0.52,0.41,0.62,0.47,0.51,0.01,0.25,0.01,0.55,0.66,0.71,0.76,0.34,0.36,0.36,0.35,0.74,0.38,0.39,0.34,0.44,0.43,0.48,0.39,0.33,0.61,0,0.01,0.77,0.41,0.09,0.46,0.71,0.57,0.24,0.07,0.06,0.06,0.13,0.16,0.14,0.14,0.32,0.39,0.72,0,0,0.26,0.41,0.37,0.62,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.15,0,?,?,?,?,0,?,0.07 +23,5,28240,Gorhamtown,4,0,0.64,0.01,0.99,0.02,0.01,0.68,0.6,0.53,0.29,0.01,0.33,0.41,0.68,0.4,0.61,0.37,0.21,0.43,0.4,0.3,0.29,0.27,0.16,0.26,0.56,0.23,0,0.09,0.13,0.22,0.41,0.34,0.63,0.32,0.55,0.39,0.44,0.34,0.48,0.39,0.38,0.51,0.74,0.75,0.89,0.62,0.72,0.79,0,0.06,0,0.06,0.09,0.2,0.23,0.01,0.01,0.03,0.03,0.95,0.02,0.16,0.17,0.55,0.59,0.35,0.82,0.05,0.4,0.5,0.01,0.89,0.78,0,0.53,0.6,0.07,0.41,0.28,0.28,0.3,0.38,0.4,0.45,0.41,0.59,0.59,0.35,0,0,0.07,0.74,0.55,0.67,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.15,0.02,0.05,?,?,?,?,0,?,0.01 +6,?,?,NewportBeachcity,4,0.09,0.18,0.01,0.94,0.18,0.07,0.22,0.43,0.27,0.51,0.11,1,0.8,0.56,0.46,0.69,0.36,0.08,0.35,1,1,1,0.76,0.59,0.95,0.37,1,0.03,0.14,0.03,0.05,0.83,0.13,0.62,0.29,0.44,0.07,0.86,0.7,0.57,0.69,0.71,0.17,0.69,0.73,0.84,0.69,0.16,0.19,0.01,0.07,0.04,0.27,0.32,0.36,0.38,0.17,0.18,0.18,0.17,0.83,0.06,0.06,0.05,0.2,0.27,0.16,0.5,0.07,0.57,0,0.21,0.52,0.46,0.02,0.13,0.6,0.03,0.15,1,1,1,0.98,1,1,0.96,0.49,0.74,0.22,0.03,0,0.27,0.44,0.38,0.61,0.68,0.02,0.2,0.97,0.24,0.03,0.18,0.29,0.2,0.76,0.77,0.02,0.08,0,0.06,0.02,0.5,0.74,0.04,0.4,0.05,0.03,0.03,0.77,1,0.35,0.19,0.16 +51,3,90672,Charlottesvilledistrict,4,0,0.28,0.24,0.77,0.15,0.02,0.28,0.53,0.3,0.32,0.02,0.91,0.42,0.75,0.14,0.63,0.28,0.13,0.44,0.44,0.45,0.46,0.31,0,0.39,0.01,0.22,0.01,0.16,0.15,0.17,0.72,0.15,0.7,0.22,0.83,0.12,0.7,0.43,0.41,0.62,0.57,0.32,0.54,0.66,0.66,0.73,0.63,0.72,0.01,0.3,0,0.52,0.55,0.48,0.42,0.12,0.11,0.08,0.07,0.97,0.02,0.06,0.06,0.28,0.4,0.24,0.38,0.05,0.54,0.5,0.02,0.78,0.34,0,0.09,0.79,0.09,0.08,0.27,0.28,0.29,0.5,0.44,0.43,0.46,0.38,0.41,0.04,0,0,0.09,0.46,0.21,0.05,0.34,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0.12,?,?,?,?,0,?,0.29 +39,151,1420,Alliancecity,4,0.02,0.42,0.24,0.8,0.03,0.01,0.56,0.53,0.44,0.56,0,0,0.16,0.28,0.12,0.44,0.67,0.62,0.63,0.18,0.16,0.17,0.16,0.15,0.13,0.02,0.26,0.04,0.51,0.31,0.49,0.18,0.8,0.24,0.63,0.56,0.69,0.28,0.57,0.46,0.58,0.6,0.42,0.46,0.46,0.48,0.56,0.37,0.36,0.02,0.31,0,0.32,0.35,0.3,0.43,0.04,0.04,0.03,0.04,0.94,0.03,0.2,0.19,0.37,0.38,0.39,0.5,0.06,0.5,0.5,0.03,0.72,0.5,0.55,0.66,0.17,0.46,0.22,0.04,0.04,0.05,0.1,0.12,0.14,0.15,0.56,0.27,0.47,0.02,0,0.04,0.83,0.61,0.78,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.24,0.01,?,?,?,?,0,?,0.42 +40,?,?,McAlestercity,4,0.01,0.37,0.15,0.72,0.02,0.02,0.31,0.39,0.22,0.66,0,0,0.14,0.24,0.58,0.34,0.73,0.52,0.69,0.15,0.18,0.2,0.15,0.12,0.07,0.34,0.23,0.03,0.53,0.46,0.61,0.17,0.6,0.15,0.28,0.43,0.33,0.38,0.76,0.32,0.64,0.72,0.33,0.5,0.5,0.74,0.44,0.46,0.5,0.01,0.17,0,0.2,0.2,0.16,0.22,0.01,0.01,0.01,0.01,0.96,0.03,0.12,0.11,0.29,0.25,0.38,0.58,0.08,0.49,0.5,0.04,0.55,0.61,0.21,0.68,0.44,0.61,0.03,0.03,0.03,0.04,0.03,0.1,0.13,0.13,0.39,0.44,0.39,0.01,0,0.03,0.74,0.61,0.64,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.11,0.02,?,?,?,?,0,?,0.18 +12,?,?,WinterParkcity,4,0.02,0.31,0.26,0.78,0.05,0.04,0.42,0.41,0.36,0.73,0.04,1,0.42,0.37,0.47,0.67,0.64,0.18,0.74,0.5,0.69,0.77,0.19,0.34,0.22,0.13,0.48,0.02,0.25,0.14,0.18,0.71,0.16,0.31,0.11,0.74,0.15,0.77,0.47,0.48,0.56,0.55,0.26,0.51,0.51,0.77,0.32,0.38,0.38,0.02,0.35,0.01,0.35,0.31,0.3,0.32,0.1,0.08,0.07,0.07,0.91,0.04,0.12,0.1,0.24,0.26,0.23,0.62,0.1,0.51,0.5,0.04,0.67,0.61,0.15,0.25,0.46,0.14,0.09,0.27,0.34,0.48,0.37,0.38,0.5,0.4,0.66,0.41,0.24,0.01,0.01,0.12,0.21,0.49,0.51,0.46,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.27,0.09,?,?,?,?,0,?,0.36 +42,45,41440,Lansdowneborough,4,0,0.3,0.1,0.9,0.07,0.01,0.25,0.42,0.24,0.57,0.02,1,0.4,0.53,0.42,0.67,0.6,0.19,0.64,0.45,0.43,0.42,0.4,0.67,0.21,0,0.25,0,0.07,0.11,0.19,0.48,0.2,0.61,0.28,0.63,0.2,0.59,0.36,0.46,0.38,0.39,0.46,0.76,0.8,0.88,0.83,0.59,0.63,0,0.13,0,0.26,0.25,0.24,0.26,0.09,0.07,0.06,0.06,0.91,0.04,0.24,0.2,0.33,0.51,0.07,0.69,0.04,0.44,0.5,0.01,0.87,0.57,0.15,0.31,0,0.1,0.71,0.25,0.24,0.22,0.44,0.42,0.45,0.42,0.47,0.52,0.74,0,0,0.14,0.83,0.71,0.77,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.83,0.89,?,?,?,?,0,?,0.1 +21,?,?,FortThomascity,4,0.01,0.37,0.01,0.99,0.02,0,0.32,0.38,0.23,0.57,0.03,1,0.42,0.48,0.24,0.77,0.6,0.16,0.62,0.45,0.39,0.37,0.2,0.37,0.44,0.23,0.42,0.01,0.1,0.16,0.23,0.48,0.14,0.52,0.34,0.56,0.22,0.61,0.27,0.3,0.29,0.3,0.47,0.83,0.86,0.89,0.84,0.64,0.63,0,0.04,0,0.12,0.09,0.18,0.15,0.01,0,0.01,0.01,0.97,0.04,0.21,0.19,0.39,0.51,0.11,0.76,0.02,0.47,0.5,0.01,0.9,0.67,0.08,0.44,0.27,0.06,0.2,0.17,0.17,0.17,0.32,0.3,0.32,0.29,0.35,0.18,0.21,0,0,0.02,0.65,0.72,0.77,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.24,0.28,?,?,?,?,0,?,0.03 +39,23,74118,Springfieldcity,4,0.1,0.41,0.34,0.72,0.03,0.01,0.5,0.52,0.4,0.49,0.11,1,0.16,0.36,0.1,0.31,0.57,0.71,0.67,0.19,0.19,0.19,0.21,0.09,0.36,0.11,0.27,0.13,0.55,0.33,0.55,0.16,0.58,0.31,0.54,0.52,0.64,0.3,0.68,0.44,0.68,0.71,0.44,0.39,0.4,0.36,0.31,0.49,0.44,0.07,0.41,0,0.36,0.35,0.32,0.32,0.03,0.02,0.02,0.02,0.97,0.02,0.24,0.22,0.38,0.38,0.42,0.44,0.1,0.57,0,0.12,0.69,0.46,0.64,0.59,0.15,0.53,0.33,0.06,0.05,0.05,0.12,0.15,0.16,0.2,0.56,0.19,0.42,0,0.02,0.03,0.83,0.53,0.77,0.77,0.01,0.12,0.98,0.16,0.05,0.29,0.75,0.12,0.7,0.91,0.1,0.05,0,0.1,0.02,0.57,0.14,0.05,0.3,0.06,0.03,0.01,0.84,0,0.61,0.1,0.62 +27,163,13456,CottageGrovecity,4,0.02,0.8,0.02,0.95,0.07,0.03,0.5,0.49,0.25,0.03,0.04,0.98,0.57,0.92,0.41,0.58,0.12,0.16,0.22,0.49,0.32,0.31,0.15,0.07,0.21,0.43,0.35,0,0.05,0.05,0.1,0.3,0.23,0.85,0.58,0.3,0.43,0.34,0.19,0.28,0.23,0.21,0.76,0.88,0.88,0.85,0.84,0.7,0.79,0,0.08,0,0.09,0.26,0.24,0.23,0.01,0.02,0.02,0.02,0.96,0.03,0.28,0.34,0.88,0.84,0.81,0.96,0.06,0.13,0.5,0.01,0.89,0.96,0.12,0.12,0.71,0.02,0,0.21,0.18,0.15,0.6,0.51,0.53,0.52,0.6,0.46,0.15,0,0,0.04,0.76,0.7,0.62,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.06,0.1,?,?,?,?,0,?,0.08 +48,?,?,Georgetowncity,4,0.01,0.55,0.1,0.8,0.03,0.39,0.64,0.6,0.51,0.4,0,0,0.24,0.58,0.42,0.43,0.45,0.29,0.38,0.26,0.24,0.25,0.19,0.2,0.18,0.2,0.2,0.02,0.47,0.44,0.46,0.37,0.31,0.49,0.37,0.66,0.3,0.46,0.41,0.44,0.45,0.45,0.53,0.65,0.65,0.6,0.6,0.66,0.73,0,0.13,0.01,0.39,0.4,0.44,0.47,0.16,0.14,0.14,0.14,0.65,0.27,0.28,0.26,0.47,0.5,0.47,0.43,0.26,0.46,0.5,0.03,0.58,0.43,0.06,0.5,0.79,0.46,0.17,0.12,0.12,0.13,0.16,0.19,0.23,0.22,0.35,0.54,0.65,0,0,0.17,0.71,0.36,0.43,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.09,0.01,?,?,?,?,0,?,0.12 +21,?,?,Somersetcity,4,0,0.37,0.09,0.92,0.02,0.01,0.38,0.42,0.27,0.65,0,0,0.09,0.2,0.55,0.33,0.75,0.65,0.46,0.14,0.17,0.16,0.2,0.14,0.12,0.17,0.06,0.02,0.59,1,0.77,0.23,0.35,0.15,0.33,0.51,0.39,0.37,0.54,0.4,0.58,0.59,0.33,0.46,0.48,0.51,0.6,0.19,0.35,0,0.16,0,0,0.17,0.17,0.43,0,0,0,0.01,0.99,0.02,0.12,0.11,0.28,0.29,0.31,0.47,0.06,0.58,0,0.02,0.67,0.48,0.04,0.58,0.42,0.62,0.39,0.04,0.04,0.06,0.06,0.09,0.08,0.07,0.44,0.13,0.28,0,0,0.01,0.84,0.58,0.8,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0.06,?,?,?,?,0,?,0.23 +9,3,5910,Bloomfieldtown,4,0.02,0.42,0.81,0.32,0.08,0.05,0.29,0.34,0.22,0.64,0.03,0.81,0.6,0.53,0.24,0.67,0.62,0.13,0.71,0.63,0.6,0.76,0.41,1,0.3,0.39,0.65,0.01,0.1,0.24,0.31,0.5,0.26,0.56,0.27,0.52,0.27,0.59,0.34,0.43,0.43,0.41,0.42,0.63,0.59,0.76,0.55,0.9,0.91,0.02,0.35,0.02,0.17,0.23,0.31,0.39,0.16,0.19,0.23,0.27,0.86,0.03,0.21,0.21,0.42,0.47,0.19,0.81,0.07,0.39,0.5,0.01,0.89,0.75,0.23,0.64,0.5,0.02,0.05,0.41,0.41,0.39,0.34,0.6,0.7,0.59,0.63,0.54,0.44,0,0,0.4,0.5,0.67,0.9,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.06,0.31,?,?,?,?,0,?,0.18 +6,?,?,Covinacity,4,0.05,0.51,0.08,0.7,0.47,0.47,0.41,0.53,0.34,0.33,0.07,1,0.45,0.65,0.18,0.42,0.36,0.34,0.37,0.45,0.38,0.39,0.38,0.35,0.31,0.41,0.43,0.03,0.19,0.18,0.29,0.25,0.31,0.61,0.39,0.33,0.37,0.4,0.55,0.46,0.69,0.66,0.56,0.55,0.55,0.71,0.59,0.47,0.52,0.02,0.18,0.05,0.34,0.4,0.49,0.55,0.38,0.39,0.43,0.44,0.6,0.26,0.39,0.36,0.54,0.59,0.48,0.5,0.38,0.53,0.5,0.03,0.88,0.49,0.09,0.23,0.48,0.11,0.1,0.55,0.52,0.5,0.62,0.58,0.64,0.57,0.6,0.66,0.14,0.03,0,0.47,0.52,0.49,0.85,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.52,0.16,?,?,?,?,0,?,0.28 +29,?,?,BlueSpringscity,4,0.05,0.6,0.05,0.94,0.06,0.03,0.51,0.51,0.29,0.15,0.06,1,0.47,0.82,0.15,0.53,0.19,0.14,0.25,0.43,0.33,0.31,0.38,0.24,0.39,0.42,0.38,0.02,0.11,0.08,0.15,0.38,0.19,0.76,0.33,0.37,0.32,0.44,0.38,0.25,0.47,0.45,0.6,0.79,0.82,0.85,0.72,0.67,0.72,0,0.05,0,0.2,0.2,0.25,0.33,0.02,0.02,0.02,0.03,0.94,0.04,0.19,0.22,0.66,0.71,0.46,0.72,0.06,0.25,0.5,0.04,0.81,0.67,0.35,0.3,0.81,0.05,0.1,0.17,0.15,0.14,0.34,0.33,0.35,0.39,0.33,0.38,0.24,0,0,0.04,0.64,0.38,0.67,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.21,0.03,?,?,?,?,0,?,0.09 +48,?,?,Pampacity,4,0.02,0.36,0.09,0.83,0.03,0.16,0.37,0.38,0.21,0.56,0,0,0.21,0.33,1,0.41,0.64,0.25,0.44,0.24,0.27,0.29,0.12,0.09,0.27,0.2,0.2,0.03,0.37,0.4,0.51,0.19,0.34,0.36,0.33,0.25,0.55,0.26,0.46,0.15,0.42,0.45,0.4,0.71,0.68,0.69,0.67,0.24,0.32,0,0.04,0,0.42,0.35,0.35,0.57,0.1,0.08,0.07,0.1,0.85,0.14,0.17,0.17,0.39,0.37,0.42,0.7,0.15,0.53,0.5,0.08,0.31,0.71,0.24,0.88,0.35,0.53,0.57,0.02,0.03,0.05,0.12,0.16,0.18,0.19,0.44,0.23,0.36,0,0,0.1,0.67,0.64,0.73,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.19,0,?,?,?,?,0,?,0.2 +34,25,54270,Oceantownship,4,0.02,0.47,0.1,0.86,0.23,0.05,0.37,0.42,0.26,0.35,0.04,1,0.58,0.73,0.22,0.62,0.35,0.11,0.46,0.58,0.58,0.58,0.42,0,0.4,0.31,0.48,0.01,0.07,0.13,0.22,0.56,0.26,0.65,0.22,0.46,0.21,0.67,0.29,0.4,0.38,0.35,0.52,0.77,0.81,0.8,0.71,0.34,0.47,0,0.09,0.02,0.46,0.48,0.5,0.52,0.35,0.32,0.3,0.29,0.77,0.12,0.24,0.24,0.51,0.65,0.27,0.67,0.07,0.44,0.5,0.04,0.7,0.58,0.03,0.59,0.54,0.03,0.04,0.49,0.49,0.53,0.63,0.53,0.54,0.5,0.41,0.6,0.71,0.01,0,0.32,0.58,0.7,0.77,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.19,0.2,?,?,?,?,0,?,0.09 +33,15,62900,Portsmouthcity,4,0.03,0.36,0.09,0.89,0.1,0.04,0.29,0.6,0.34,0.37,0.04,1,0.31,0.64,0.09,0.57,0.39,0.21,0.57,0.3,0.36,0.36,0.26,0.23,0.2,0.3,0.38,0.01,0.16,0.12,0.17,0.42,0.3,0.68,0.32,0.37,0.26,0.5,0.56,0.53,0.59,0.6,0.4,0.65,0.69,0.68,0.61,0.66,0.7,0.01,0.14,0.01,0.21,0.25,0.35,0.37,0.06,0.06,0.08,0.08,0.9,0.05,0.12,0.1,0.34,0.34,0.39,0.24,0.08,0.64,0,0.05,0.63,0.27,0.19,0.56,0.23,0.17,0.21,0.34,0.33,0.32,0.44,0.46,0.54,0.45,0.49,0.61,0.51,0.04,0,0.12,0.27,0.34,0.28,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.14,0.06,?,?,?,?,0,?,0.16 +41,?,?,LakeOswegocity,4,0.03,0.33,0.01,0.95,0.16,0.03,0.34,0.32,0.17,0.34,0.05,1,0.66,0.66,0.45,0.76,0.3,0.05,0.37,0.69,0.79,0.77,0.74,0.84,0.46,0.59,0.48,0.01,0.08,0.03,0.03,0.89,0.13,0.66,0.23,0.63,0.07,0.88,0.47,0.28,0.58,0.55,0.37,0.79,0.85,0.91,0.64,0.35,0.43,0,0.06,0.01,0.4,0.46,0.45,0.44,0.18,0.17,0.16,0.14,0.9,0.02,0.08,0.09,0.36,0.47,0.16,0.69,0.03,0.38,0.5,0.03,0.83,0.61,0.09,0.13,0.73,0.05,0.07,0.31,0.35,0.41,0.54,0.55,0.63,0.56,0.34,0.45,0.37,0,0,0.18,0.31,0.33,0.24,0.32,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.27,0.17,?,?,?,?,0,?,0.06 +6,?,?,PacificGrovecity,4,0.01,0.2,0.03,0.88,0.3,0.11,0.21,0.32,0.18,0.61,0.03,1,0.36,0.45,0.4,0.65,0.51,0.19,0.62,0.39,0.49,0.49,0.45,0.39,0.38,0.28,0.65,0.01,0.15,0.12,0.16,0.58,0.18,0.57,0.11,0.62,0.15,0.65,0.71,0.41,0.84,0.82,0.22,0.53,0.59,0.75,0.52,0.57,0.72,0,0.12,0.01,0.28,0.26,0.31,0.34,0.21,0.17,0.18,0.18,0.78,0.13,0.08,0.07,0.21,0.26,0.23,0.36,0.12,0.7,0,0.03,0.71,0.35,0.04,0.17,0.31,0.04,0.28,0.68,0.71,0.72,0.7,0.67,0.87,0.67,0.74,0.78,0.29,0,0,0.3,0.46,0.51,0.54,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.48,0.1,?,?,?,?,0,?,0.23 +6,?,?,Lawndalecity,4,0.03,0.6,0.16,0.4,0.74,0.64,0.41,0.67,0.4,0.15,0.04,1,0.38,0.72,0.12,0.31,0.22,0.47,0.21,0.33,0.29,0.34,0.29,0.19,0.31,0.25,0.33,0.03,0.34,0.47,0.53,0.19,0.48,0.62,0.63,0.09,0.44,0.28,0.63,0.7,0.76,0.72,0.74,0.48,0.46,0.7,0.55,0.39,0.32,0.03,0.54,0.05,0.41,0.48,0.53,0.66,0.84,0.87,0.88,0.99,0.27,0.81,0.71,0.6,0.66,0.55,0.72,0.06,0.91,0.86,0,0.03,0.79,0.13,0.08,0.23,0.48,0.2,0.7,0.61,0.61,0.59,0.69,0.7,0.8,0.69,0.66,0.8,0.31,0.02,0,0.88,0.41,0.32,0.75,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,1,0.21,?,?,?,?,0,?,0.82 +42,41,11272,Carlisleborough,4,0.01,0.38,0.11,0.89,0.09,0.02,0.63,0.65,0.64,0.54,0,0,0.24,0.51,0.13,0.61,0.53,0.27,0.62,0.3,0.3,0.3,0.19,0.15,0.25,0.14,0.2,0.01,0.25,0.35,0.42,0.44,0.17,0.47,0.33,0.67,0.43,0.51,0.42,0.62,0.43,0.44,0.31,0.5,0.55,0.55,0.57,0.79,0.8,0.01,0.21,0,0.3,0.31,0.25,0.37,0.07,0.06,0.05,0.06,0.93,0.03,0.11,0.09,0.23,0.32,0.21,0.41,0.05,0.53,0.5,0.02,0.79,0.38,0.16,0.26,0.17,0.23,0.22,0.14,0.15,0.19,0.23,0.26,0.28,0.25,0.38,0.38,0.32,0.04,0,0.1,0.7,0.41,0.5,0.51,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.28,0.03,?,?,?,?,0,?,0.15 +42,45,63264,Radnortownship,4,0.03,0.58,0.06,0.9,0.22,0.03,0.89,0.74,0.79,0.42,0.05,1,0.66,0.58,0.44,0.85,0.49,0.14,0.5,0.85,0.8,0.8,0.26,0.14,0.63,0.76,0.57,0.01,0.13,0.08,0.09,0.96,0.17,0.38,0.21,0.89,0.06,0.9,0.12,0.8,0.2,0.17,0.44,0.88,0.88,0.93,0.75,0.35,0.32,0,0.04,0.01,0.26,0.3,0.33,0.36,0.14,0.13,0.14,0.14,0.85,0.04,0.19,0.17,0.37,0.54,0.1,0.67,0.03,0.41,0.5,0.04,0.72,0.55,0.01,0.47,0.4,0.03,0.16,0.54,0.72,0.85,0.73,0.67,0.76,0.67,0.65,0.37,0.51,0,0,0.22,0.53,0.5,0.33,0.36,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.17,0.74,?,?,?,?,0,?,0.02 +6,?,?,Comptoncity,4,0.13,1,1,0,0.12,0.81,0.61,0.66,0.45,0.16,0.14,1,0.22,0.51,0.16,0.03,0.34,1,0.4,0.17,0.09,0.02,0.26,0.13,0.12,0.16,0.18,0.22,0.73,0.88,0.87,0.08,1,0.26,0.69,0.3,0.89,0.13,0.5,0.73,0.69,0.63,1,0.25,0.2,0.27,0.36,0.2,0.13,0.22,1,0.16,0.41,0.5,0.57,0.69,0.78,0.82,0.85,0.94,0.27,1,1,1,1,1,1,0.41,1,0.71,0,0.05,0.87,0.47,0.81,0.45,0.33,0.48,0.73,0.25,0.24,0.23,0.41,0.43,0.49,0.44,0.98,0.82,0.43,0.02,0.19,0.8,0.46,0.59,0.9,0.79,0.01,0.11,0.98,0.12,0.09,0.36,1,0.11,0.57,0,1,0.33,0.59,1,0.04,0.5,0.25,0.03,0.74,0.36,0.05,0.05,0.61,0.5,0.98,0.22,0.9 +13,?,?,Maconcity,4,0.16,0.41,1,0.19,0.02,0.01,0.47,0.52,0.36,0.48,0.17,1,0.16,0.38,0.17,0.27,0.57,0.76,0.53,0.18,0.22,0.37,0.19,0.22,0.22,0.16,0.41,0.23,0.65,0.54,0.63,0.23,0.55,0.34,0.3,0.46,0.48,0.31,0.77,0.52,0.78,0.81,0.49,0.16,0.15,0.13,0.14,0.55,0.54,0.21,0.85,0.01,0.68,0.67,0.6,0.57,0.04,0.03,0.03,0.02,0.96,0.02,0.32,0.27,0.4,0.4,0.45,0.35,0.21,0.57,0,0.23,0.61,0.38,0.97,0.54,0.44,0.56,0.37,0.07,0.07,0.08,0.06,0.14,0.18,0.18,0.56,0.3,0.39,0.08,0.11,0.02,0.86,0.53,0.77,0.79,0.04,0.22,0.95,0.26,0.05,0.17,0.25,0.22,0.51,0.5,0.75,0.04,0,0.55,0.07,0.5,0.11,0.14,0.19,0.15,0.24,0.03,0.71,1,0.71,0.12,0.34 +39,77,57302,Norwalkcity,4,0.01,0.41,0.05,0.95,0.02,0.03,0.4,0.48,0.31,0.43,0,0,0.23,0.54,0.27,0.44,0.49,0.36,0.53,0.26,0.24,0.23,0.2,0.13,0.11,0.22,0.19,0.01,0.26,0.3,0.45,0.17,0.5,0.48,0.79,0.28,0.78,0.29,0.57,0.28,0.56,0.59,0.47,0.6,0.63,0.68,0.38,0.51,0.63,0.01,0.19,0,0.07,0.15,0.21,0.22,0.01,0.01,0.02,0.01,0.96,0.02,0.22,0.21,0.43,0.48,0.38,0.54,0.07,0.47,0.5,0.01,0.82,0.52,0.16,0.39,0.4,0.34,0.24,0.11,0.1,0.1,0.17,0.18,0.18,0.21,0.36,0.22,0.22,0,0,0.03,0.83,0.54,0.74,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0.01,?,?,?,?,0,?,0.01 +6,?,?,Downeycity,4,0.13,0.5,0.07,0.58,0.54,0.6,0.41,0.52,0.34,0.44,0.14,1,0.42,0.6,0.14,0.42,0.43,0.32,0.46,0.41,0.4,0.44,0.31,0.28,0.32,0.35,0.43,0.06,0.2,0.31,0.4,0.25,0.32,0.52,0.52,0.27,0.42,0.36,0.58,0.47,0.6,0.61,0.53,0.58,0.55,0.63,0.58,0.51,0.47,0.05,0.29,0.16,0.29,0.36,0.42,0.48,0.53,0.57,0.61,0.64,0.34,0.51,0.41,0.37,0.52,0.58,0.48,0.43,0.55,0.67,0,0.07,0.87,0.41,0.23,0.19,0.4,0.13,0.24,0.59,0.62,0.63,0.64,0.58,0.64,0.56,0.52,0.61,0.17,0,0.01,0.77,0.45,0.5,0.83,0.76,0.01,0.08,0.98,0.1,0.01,0.06,0.18,0.08,0.69,0.76,0,0.33,0.18,0.23,0.02,0.5,0.92,0.03,0.61,0.1,0.03,0.03,0.76,0.5,0.59,0.15,0.21 +48,?,?,Grovescity,4,0.01,0.43,0.07,0.92,0.03,0.12,0.36,0.39,0.22,0.52,0.03,1,0.32,0.44,0.17,0.52,0.58,0.16,0.63,0.31,0.29,0.28,0.27,0.33,0.09,0.34,0.31,0.01,0.22,0.21,0.32,0.18,0.28,0.3,0.53,0.36,0.41,0.31,0.43,0.19,0.38,0.42,0.42,0.74,0.74,0.92,0.77,0.44,0.28,0,0.03,0,0.17,0.12,0.19,0.29,0.02,0.01,0.02,0.03,0.87,0.06,0.16,0.17,0.46,0.44,0.48,0.71,0.15,0.44,0.5,0.01,0.83,0.72,0.15,0.65,0.38,0.22,0.39,0.06,0.05,0.05,0.23,0.21,0.21,0.26,0.33,0.13,0.31,0,0,0.05,0.77,0.75,0.86,0.89,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.26,0,?,?,?,?,0,?,0.06 +12,?,?,MiamiShoresvillage,4,0,0.49,0.4,0.64,0.11,0.25,0.42,0.39,0.32,0.54,0.02,1,0.5,0.49,0.31,0.68,0.64,0.08,0.3,0.53,0.56,0.67,0.22,0.01,0.51,0.26,0.49,0.01,0.29,0.17,0.24,0.6,0.27,0.51,0.12,0.61,0.19,0.67,0.43,0.48,0.42,0.44,0.49,0.66,0.65,0.7,0.53,0.76,0.76,0,0.23,0.02,0.28,0.35,0.45,0.54,0.47,0.52,0.6,0.66,0.5,0.26,0.39,0.35,0.46,0.45,0.41,0.87,0.29,0.47,0.5,0.01,0.75,0.87,0,0.45,0.29,0.05,0.38,0.23,0.24,0.28,0.39,0.45,0.58,0.5,0.66,0.6,0.43,0,0,0.71,0.23,0.57,0.73,0.61,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.34,0.16,?,?,?,?,0,?,0.59 +22,?,?,Gretnacity,4,0.01,0.41,0.66,0.43,0.09,0.08,0.37,0.47,0.3,0.47,0.03,1,0.09,0.33,0.1,0.22,0.57,0.62,0.48,0.11,0.12,0.18,0.14,0.11,0.16,0.22,0.26,0.04,0.8,0.62,0.7,0.11,0.76,0.16,0.2,0.33,0.48,0.18,0.91,0.54,0.78,0.87,0.49,0.21,0.18,0.2,0.06,0.41,0.35,0.03,0.68,0,0.35,0.51,0.52,0.59,0.06,0.08,0.07,0.08,0.85,0.08,0.38,0.31,0.39,0.36,0.45,0.36,0.38,0.67,0,0.07,0.26,0.39,0.92,0.72,0.38,0.64,0.47,0.09,0.08,0.08,0.13,0.17,0.16,0.18,0.96,0.44,0.33,0,0,0.07,0.86,0.61,0.78,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.41,0.21,?,?,?,?,0,?,0.66 +39,61,57386,Norwoodcity,4,0.02,0.33,0.02,0.97,0.04,0.01,0.36,0.47,0.29,0.44,0.04,1,0.17,0.45,0.12,0.39,0.5,0.47,0.59,0.21,0.2,0.19,0.11,0.11,0.15,0.25,0.22,0.03,0.34,0.46,0.67,0.11,0.43,0.45,0.55,0.18,0.68,0.18,0.78,0.42,0.74,0.79,0.45,0.42,0.49,0.5,0.44,0.48,0.52,0.01,0.24,0,0.6,0.52,0.48,0.44,0.05,0.04,0.03,0.03,0.95,0.05,0.23,0.2,0.36,0.47,0.29,0.45,0.12,0.67,0,0.03,0.79,0.4,0.03,0.43,0,0.37,0.22,0.09,0.08,0.07,0.19,0.19,0.18,0.16,0.4,0.37,0.28,0.04,0,0.03,0.69,0.57,0.86,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.64,0.24,?,?,?,?,0,?,0.2 +12,?,?,RoyalPalmBeachvillage,4,0.01,0.53,0.14,0.85,0.09,0.15,0.22,0.29,0.08,0.56,0.02,1,0.48,0.58,0.06,0.51,0.55,0.1,0.42,0.43,0.36,0.35,0.27,0.35,0.37,0.59,0.46,0,0.07,0.16,0.25,0.33,0.24,0.56,0.14,0.45,0.18,0.42,0.27,0.1,0.35,0.32,0.47,0.84,0.83,0.8,0.73,0.69,0.63,0,0.09,0.01,0.2,0.17,0.17,0.26,0.16,0.12,0.11,0.16,0.78,0.1,0.18,0.2,0.57,0.52,0.71,0.83,0.13,0.42,0.5,0.04,0.42,0.85,0.01,0.22,0.92,0.1,0.17,0.21,0.19,0.18,0.68,0.59,0.62,0.65,0.53,0.58,0.39,0,0,0.35,0.17,0.26,0.42,0.27,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.14,0.01,?,?,?,?,0,?,0.1 +37,?,?,Lumbertoncity,4,0.01,0.42,0.59,0.34,0.04,0.01,0.44,0.45,0.3,0.5,0,0,0.12,0.41,0.39,0.22,0.56,0.89,0.33,0.15,0.19,0.3,0.13,0.12,0.17,0.43,0.43,0.05,0.78,0.61,0.68,0.29,0.57,0.32,0.65,0.44,0.64,0.44,0.54,0.48,0.67,0.65,0.47,0.23,0.22,0.02,0.25,0.71,0.61,0.03,0.62,0,0,0.09,0.49,0.51,0,0.01,0.03,0.03,0.96,0.03,0.25,0.23,0.41,0.39,0.47,0.44,0.17,0.46,0.5,0.03,0.74,0.47,0.18,0.5,0.56,0.61,0.2,0.06,0.07,0.1,0.02,0.08,0.09,0.12,0.58,0.46,0.78,0,0,0.02,0.85,0.64,0.79,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.13,0,?,?,?,?,0,?,0.4 +42,3,75816,Swissvaleborough,4,0,0.18,0.19,0.84,0.03,0.01,0.24,0.4,0.21,0.69,0.02,1,0.2,0.34,0,0.5,0.65,0.41,0.62,0.19,0.27,0.28,0.2,0,0.22,0,0.81,0.01,0.32,0.31,0.37,0.33,0.41,0.36,0.26,0.75,0.26,0.56,0.49,0.55,0.48,0.51,0.32,0.4,0.5,0.45,0.42,0.4,0.41,0.01,0.24,0,0,0.27,0.3,0.25,0,0.04,0.04,0.03,0.9,0.02,0.14,0.11,0.2,0.32,0.12,0.52,0.03,0.62,0,0.02,0.73,0.45,0.45,0.68,0.02,0.11,0.66,0.05,0.04,0.05,0.24,0.24,0.25,0.26,0.38,0.38,0.51,0,0,0.06,0.95,0.76,0.93,0.88,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.74,0.94,?,?,?,?,0,?,0.17 +33,17,19700,Durhamtown,4,0,1,0.01,0.96,0.12,0.01,1,1,1,0.15,0.01,0.78,0.51,0.71,0.25,0.92,0.33,0.15,0.56,0.68,0.26,0.25,0.15,0,0.15,0.68,0.4,0.01,0.51,0.02,0.01,1,0.51,0.25,0.15,1,0.09,0.59,0.01,1,0,0,0.4,0.8,0.86,0.88,0.51,0.4,0.56,0,0.3,0,0.83,0.8,0.76,0.72,0.26,0.22,0.19,0.16,0.9,0.04,0.13,0.2,0.5,0.55,0.45,0.49,0.17,0.44,0.5,0,0.83,0.47,0.2,0.53,0.56,0.02,0.02,0.5,0.46,0.46,0.31,0.4,0.76,0.37,1,0.63,0.25,0,0,0.13,0.19,0.1,0,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.04,0.14,?,?,?,?,0,?,0.04 +23,5,60545,Portlandcity,4,0.09,0.24,0.02,0.95,0.1,0.01,0.32,0.57,0.38,0.46,0.1,1,0.25,0.48,0.16,0.49,0.48,0.46,0.4,0.31,0.33,0.33,0.23,0.11,0.19,0.16,0.5,0.08,0.37,0.23,0.27,0.48,0.42,0.53,0.19,0.57,0.28,0.51,0.63,0.66,0.62,0.65,0.34,0.41,0.47,0.48,0.39,0.48,0.47,0.05,0.4,0.02,0.45,0.53,0.59,0.53,0.16,0.17,0.17,0.14,0.9,0.05,0.15,0.11,0.24,0.39,0.19,0.32,0.06,0.66,0,0.16,0.6,0.27,0.22,0.59,0,0.27,0.25,0.26,0.26,0.25,0.37,0.4,0.46,0.39,0.59,0.58,0.67,0.11,0,0.15,0.65,0.43,0.61,0.55,0.02,0.22,0.98,0.21,0.04,0.25,0.38,0.22,0.94,0.99,0.02,0,0,0.01,0.03,0.71,0.09,0.06,0.24,0.21,0.02,0.01,0.35,1,0.5,0.11,0.28 +48,?,?,Planocity,4,0.19,0.57,0.08,0.83,0.25,0.11,0.44,0.48,0.26,0.06,0.2,1,0.7,0.92,0.35,0.65,0.08,0.05,0.13,0.67,0.57,0.58,0.35,0.31,0.43,0.31,0.38,0.04,0.07,0.08,0.09,0.76,0.12,0.82,0.41,0.28,0.11,0.72,0.3,0.29,0.41,0.37,0.58,0.85,0.87,0.87,0.78,0.45,0.44,0.02,0.08,0.06,0.41,0.5,0.62,0.67,0.21,0.23,0.26,0.26,0.82,0.14,0.18,0.21,0.62,0.69,0.44,0.69,0.12,0.23,0.5,0.16,0.75,0.65,0.06,0.46,0.88,0.11,0.08,0.25,0.26,0.28,0.48,0.46,0.55,0.49,0.31,0.54,0.26,0,0,0.22,0.35,0.34,0.22,0.35,0.02,0.08,0.96,0.12,0.03,0.07,0.22,0.08,0.85,0.92,0.06,0.06,0,0.08,0.01,0.64,0.07,0.19,0.16,0.07,0.06,0.03,0.99,0,0.24,0.08,0.13 +51,510,1000,Alexandriacity,4,0.16,0.15,0.43,0.53,0.26,0.18,0.16,0.58,0.3,0.3,0.18,1,0.49,0.77,0.19,0.59,0.19,0.13,0.4,0.54,0.7,0.85,0.36,0.39,0.38,0.33,0.44,0.07,0.18,0.2,0.21,0.8,0.17,0.82,0.06,0.55,0.13,0.84,0.7,0.71,0.68,0.71,0.28,0.44,0.44,0.59,0.32,0.7,0.73,0.1,0.59,0.12,0.64,0.72,0.79,0.8,0.73,0.72,0.71,0.66,0.68,0.32,0.23,0.13,0.14,0.14,0.22,0.22,0.23,0.81,0,0.26,0.65,0.25,0.04,0.09,0.5,0.13,0.2,0.52,0.61,0.7,0.71,0.66,0.79,0.63,0.44,0.51,0.26,0.22,0,0.48,0.15,0.29,0.19,0.03,0.04,0.21,0.95,0.25,0.04,0.13,0.19,0.21,0.65,0.75,0.31,0.04,0.22,0.26,0.1,0.57,0.57,0.04,0.61,1,0.13,0.07,0.71,0,1,0.27,0.27 +25,9,1185,Amesburytown,4,0.01,0.47,0.01,0.98,0.03,0.01,0.34,0.45,0.26,0.35,0,0.05,0.43,0.6,0.26,0.39,0.44,0.31,0.49,0.45,0.35,0.34,0.19,0.24,0.61,0.13,0.58,0.01,0.15,0.29,0.34,0.34,0.54,0.57,0.6,0.4,0.41,0.43,0.47,0.42,0.45,0.48,0.49,0.64,0.68,0.73,0.73,0.51,0.57,0.01,0.21,0,0.13,0.15,0.19,0.16,0.03,0.03,0.04,0.03,0.89,0.04,0.19,0.19,0.48,0.58,0.37,0.53,0.07,0.52,0.5,0.02,0.68,0.48,0.02,0.68,0.19,0.16,0.11,0.39,0.37,0.36,0.49,0.51,0.54,0.51,0.39,0.66,0.81,0.01,0,0.1,0.78,0.59,0.84,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.1,0.05,?,?,?,?,0,?,0.23 +37,?,?,Shelbycity,4,0.01,0.31,0.83,0.34,0.01,0.01,0.38,0.41,0.28,0.66,0,0,0.14,0.4,0.16,0.29,0.68,0.61,0.41,0.17,0.23,0.35,0.17,0,0.31,0.16,0.24,0.02,0.51,0.58,0.69,0.24,0.56,0.33,0.85,0.35,0.85,0.33,0.66,0.43,0.66,0.7,0.37,0.11,0.15,0.14,0.05,0.53,0.63,0.03,0.78,0,0.31,0.53,0.5,0.49,0.02,0.04,0.03,0.03,0.96,0.06,0.21,0.18,0.32,0.27,0.4,0.38,0.11,0.58,0,0.02,0.77,0.42,0.31,0.46,0.44,0.57,0.28,0.08,0.08,0.1,0.09,0.13,0.14,0.19,0.58,0.51,0.46,0.01,0,0.03,0.83,0.57,0.83,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.14,0,?,?,?,?,0,?,0.59 +28,?,?,Tupelocity,4,0.03,0.42,0.47,0.62,0.01,0.01,0.41,0.48,0.29,0.38,0,0,0.27,0.62,0.34,0.34,0.4,0.31,0.29,0.3,0.31,0.37,0.17,0.16,0.45,0.49,0.31,0.03,0.33,0.27,0.41,0.34,0.25,0.58,0.6,0.39,0.53,0.44,0.55,0.32,0.6,0.6,0.47,0.53,0.52,0.54,0.6,0.69,0.67,0.02,0.35,0,0.09,0.21,0.35,0.68,0,0.01,0.01,0.02,0.98,0.02,0.19,0.18,0.44,0.47,0.4,0.54,0.13,0.44,0.5,0.03,0.81,0.53,0.12,0.51,0.63,0.41,0.16,0.11,0.11,0.12,0.12,0.17,0.18,0.18,0.28,0.25,0.35,0.01,0,0.01,0.79,0.49,0.64,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.15,0.05,0.01,?,?,?,?,0,?,0.12 +6,?,?,Danvillecity,4,0.03,0.53,0.02,0.88,0.4,0.07,0.41,0.32,0.2,0.25,0.05,1,1,0.78,0.17,0.84,0.25,0.06,0.43,0.96,0.9,0.89,0.72,0.34,0.56,0.72,0.96,0.01,0.04,0.03,0.04,0.79,0.08,0.7,0.26,0.4,0.07,0.79,0.3,0.26,0.36,0.34,0.47,0.87,0.9,0.94,0.74,0.38,0.42,0,0.04,0.02,0.1,0.14,0.28,0.31,0.06,0.08,0.14,0.15,0.82,0.04,0.14,0.18,0.58,0.56,0.5,0.89,0.03,0.08,1,0.02,0.88,0.89,0.04,0.23,0.75,0,0.07,0.96,1,1,0.99,1,1,1,0.58,0.77,0.17,0,0,0.27,0.48,0.51,0.49,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.15,0.23,?,?,?,?,0,?,0.01 +24,?,?,Greenbeltcity,4,0.02,0.23,0.38,0.55,0.55,0.07,0.38,0.79,0.58,0.17,0.03,1,0.45,0.82,0.28,0.55,0.14,0.08,0.26,0.48,0.49,0.5,0.48,0.11,0.32,0.34,0.46,0.02,0.24,0.08,0.12,0.73,0.19,0.81,0.1,0.7,0.11,0.71,0.56,0.83,0.66,0.64,0.29,0.48,0.56,0.81,0.52,0.58,0.73,0.01,0.19,0.02,0.57,0.7,0.79,0.81,0.61,0.66,0.67,0.64,0.7,0.15,0.1,0.07,0.25,0.18,0.37,0.24,0.23,0.76,0,0.03,0.77,0.3,0,0.03,0.58,0.06,0.07,0.18,0.21,0.26,0.78,0.68,0.69,0.63,0.4,0.37,0.24,0,0,0.45,0.18,0.19,0.33,0.19,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.3,0.53,?,?,?,?,0,?,0.23 +38,89,19620,Dickinsoncity,4,0.01,0.41,0,0.98,0.02,0.01,0.45,0.49,0.32,0.43,0,0,0.17,0.51,1,0.52,0.52,0.33,0.18,0.21,0.17,0.16,0.01,0.12,0.04,0.63,0.25,0.02,0.38,0.61,0.43,0.26,0.28,0.52,0.11,0.52,0.39,0.36,0.26,0.41,0.32,0.31,0.51,0.72,0.78,0.84,0.65,0.71,0.61,0,0.1,0,0.14,0.1,0.14,0.22,0.01,0.01,0.01,0.01,0.84,0.04,0.23,0.2,0.41,0.52,0.25,0.62,0.09,0.46,0.5,0.03,0.61,0.55,0.05,0.7,0.71,0.15,0.18,0.06,0.05,0.05,0.09,0.13,0.13,0.09,0.36,0.47,0.51,0,0,0.03,0.84,0.5,0.73,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.13,0.01,?,?,?,?,0,?,0.02 +44,3,74300,Warwickcity,4,0.12,0.39,0.02,0.97,0.05,0.02,0.33,0.4,0.24,0.56,0.14,1,0.4,0.54,0.12,0.56,0.6,0.24,0.66,0.42,0.38,0.37,0.35,0.19,0.43,0.32,0.56,0.04,0.11,0.2,0.37,0.33,0.32,0.54,0.45,0.42,0.34,0.43,0.38,0.38,0.39,0.4,0.46,0.76,0.76,0.85,0.6,0.59,0.63,0.02,0.1,0.02,0.11,0.14,0.15,0.17,0.03,0.04,0.03,0.04,0.9,0.04,0.17,0.16,0.41,0.49,0.17,0.77,0.05,0.48,0.5,0.09,0.82,0.71,0.17,0.46,0.4,0.06,0.17,0.29,0.27,0.26,0.34,0.47,0.55,0.47,0.55,0.54,0.56,0,0,0.12,0.79,0.78,0.72,0.81,0.02,0.18,0.96,0.24,0.04,0.19,0.33,0.18,0.97,0.99,0.02,0,0,0.01,0.02,0.79,0.15,0.1,0.2,0.1,0.05,0.03,0.97,0,0.37,0.18,0.17 +39,153,57260,Nortoncity,4,0,0.52,0.02,0.98,0.02,0.01,0.4,0.38,0.24,0.46,0.02,1,0.37,0.51,0.11,0.57,0.56,0.19,0.63,0.35,0.3,0.28,0.52,0.38,0.46,0,0,0,0.13,0.22,0.39,0.21,0.31,0.48,0.58,0.3,0.46,0.37,0.31,0.26,0.25,0.28,0.49,0.84,0.81,0.8,0.84,0.49,0.43,0,0.04,0,0.33,0.25,0.2,0.17,0.04,0.02,0.02,0.01,0.94,0.06,0.2,0.23,0.57,0.54,0.51,0.92,0.06,0.21,0.5,0,0.92,0.91,0.47,0.75,0.38,0.07,0.19,0.13,0.12,0.12,0.22,0.25,0.25,0.31,0.32,0.16,0.39,0,0,0.04,0.82,0.74,0.85,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.05,0.02,?,?,?,?,0,?,0.07 +50,7,66175,SouthBurlingtoncity,4,0,0.34,0.01,0.96,0.12,0.01,0.37,0.52,0.33,0.33,0.02,1,0.51,0.68,0.14,0.72,0.34,0.03,0.37,0.51,0.51,0.5,0.6,0.16,0.33,0,0.75,0,0.08,0.1,0.13,0.64,0.09,0.69,0.25,0.6,0.19,0.68,0.47,0.49,0.52,0.52,0.35,0.67,0.74,0.92,0.53,0.55,0.7,0,0.11,0,0.3,0.31,0.35,0.34,0.11,0.1,0.1,0.09,0.86,0.04,0.11,0.11,0.36,0.37,0.31,0.69,0.03,0.5,0.5,0.01,0.83,0.67,0.03,0.33,0.67,0.04,0.15,0.3,0.28,0.29,0.54,0.55,0.59,0.58,0.34,0.49,0.43,0,0,0.15,0.51,0.4,0.65,0.53,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.06,0.02,?,?,?,?,0,?,0.05 +48,?,?,DelRiocity,4,0.03,0.74,0.03,0.47,0.02,1,0.6,0.58,0.4,0.32,0,0,0.1,0.47,0.65,0.22,0.4,0.83,0.39,0.08,0.08,0.12,0.2,0.1,0.13,0.14,0.2,0.11,1,1,0.84,0.16,0.97,0.24,0.14,0.39,0.35,0.29,0.31,0.39,0.39,0.37,0.9,0.67,0.57,0.64,0.71,0.15,0,0.02,0.29,0.04,0.14,0.18,0.22,0.31,0.21,0.24,0.26,0.34,0,0.99,0.8,0.8,0.81,0.81,0.78,0.52,0.8,0.54,0.5,0.06,0.52,0.53,0.45,0.62,0.6,0.71,0.87,0.04,0.05,0.06,0.07,0.15,0.19,0.16,0.57,0.39,0.37,0,0,0.63,0.64,0.66,0.71,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.17,0.03,?,?,?,?,0,?,0.12 +6,?,?,Dublincity,4,0.02,0.84,0.22,0.66,0.37,0.19,0.34,0.6,0.35,0.06,0.04,1,0.69,0.89,0.3,0.57,0.15,0.19,0.3,0.62,0.41,0.47,0.15,0.17,0.37,0.25,0.38,0.01,0.1,0.06,0.22,0.38,0.17,0.45,0.32,0.21,0.2,0.5,0.72,0.61,0.6,0.67,0.54,0.78,0.78,0.82,0.72,0.63,0.62,0.02,0.53,0.01,0.19,0.26,0.37,0.39,0.11,0.13,0.17,0.17,0.78,0.1,0.27,0.27,0.6,0.62,0.56,0.59,0.12,0.25,0.5,0.01,0.92,0.58,0,0.11,0.69,0.04,0.05,0.69,0.64,0.65,0.91,0.84,0.91,0.86,0.5,0.79,0.31,0,0,0.24,0.55,0.3,0.28,0.58,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.23,0.12,?,?,?,?,0,?,0.1 +21,?,?,Owensborocity,4,0.07,0.34,0.13,0.9,0.02,0.01,0.43,0.47,0.32,0.49,0.08,1,0.17,0.43,0.4,0.36,0.56,0.38,0.5,0.21,0.22,0.22,0.17,0.11,0.17,0,0.2,0.09,0.5,0.44,0.49,0.23,0.51,0.4,0.41,0.43,0.51,0.33,0.62,0.34,0.65,0.67,0.4,0.51,0.54,0.58,0.56,0.61,0.55,0.03,0.22,0,0.6,0.44,0.36,0.34,0.02,0.01,0.01,0.01,0.99,0.02,0.14,0.13,0.34,0.39,0.3,0.54,0.11,0.51,0.5,0.07,0.77,0.51,0.1,0.48,0.52,0.55,0.07,0.07,0.06,0.07,0.1,0.13,0.13,0.11,0.44,0.11,0.26,0.02,0,0.01,0.86,0.54,0.8,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.3,0.01,?,?,?,?,0,?,0.11 +55,97,77200,StevensPointcity,4,0.02,0.51,0.01,0.94,0.17,0.01,0.94,0.99,1,0.39,0,0,0.17,0.48,0.23,0.64,0.55,0.35,0.44,0.24,0.17,0.17,0.11,0.07,0.06,0.21,0.19,0.04,0.57,0.39,0.33,0.38,0.36,0.38,0.26,0.64,0.43,0.38,0.23,0.96,0.24,0.24,0.38,0.59,0.68,0.61,0.54,0.64,0.58,0.01,0.14,0.01,1,1,1,0.95,0.35,0.25,0.2,0.17,0.86,0.08,0.19,0.19,0.33,0.35,0.36,0.39,0.09,0.55,0,0.02,0.84,0.4,0.06,0.27,0.35,0.15,0.04,0.09,0.07,0.07,0.23,0.24,0.26,0.23,0.56,0.37,0.61,0.01,0,0.1,0.83,0.36,0.29,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.14,0.03,?,?,?,?,0,?,0.1 +25,17,39625,Maynardtown,4,0,0.39,0.02,0.95,0.11,0.04,0.28,0.44,0.24,0.41,0.02,1,0.52,0.66,0.5,0.59,0.44,0.16,0.47,0.54,0.48,0.47,0.72,0.04,0.33,0.09,0.55,0,0.13,0.14,0.22,0.46,0.36,0.67,0.78,0.35,0.24,0.56,0.35,0.49,0.39,0.39,0.44,0.72,0.74,0.81,0.37,0.6,0.64,0,0.1,0,0.22,0.26,0.26,0.36,0.1,0.1,0.09,0.12,0.86,0.08,0.19,0.18,0.43,0.49,0.33,0.62,0.06,0.4,0.5,0.01,0.87,0.58,0,0.41,0.31,0.05,0,0.46,0.42,0.38,0.41,0.52,0.66,0.54,0.37,0.53,0.78,0,0,0.19,0.74,0.64,0.8,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.16,0.08,?,?,?,?,0,?,0.11 +53,?,?,Kennewickcity,4,0.05,0.42,0.02,0.85,0.12,0.16,0.44,0.51,0.31,0.27,0.07,1,0.27,0.64,0.36,0.43,0.32,0.43,0.41,0.31,0.26,0.27,0.3,0.12,0.22,0.2,0.24,0.05,0.36,0.2,0.29,0.31,0.44,0.55,0.24,0.53,0.33,0.45,0.59,0.34,0.64,0.65,0.52,0.55,0.61,0.56,0.64,0.3,0.37,0.02,0.21,0.01,0.53,0.5,0.58,0.56,0.18,0.15,0.15,0.14,0.84,0.13,0.3,0.27,0.46,0.54,0.4,0.45,0.2,0.53,0.5,0.06,0.74,0.42,0.14,0.69,0.69,0.25,0.2,0.11,0.11,0.11,0.19,0.19,0.2,0.19,0.3,0.15,0.15,0,0,0.14,0.44,0.37,0.5,0.56,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.17,0.18,?,?,?,?,0,?,0.16 +39,85,85036,Wickliffecity,4,0.01,0.43,0.05,0.95,0.04,0.01,0.32,0.41,0.25,0.6,0.02,1,0.35,0.53,0.23,0.59,0.72,0.1,0.9,0.35,0.31,0.3,0.34,0,0.3,0,0.43,0,0.1,0.23,0.4,0.17,0.24,0.44,0.71,0.33,0.41,0.32,0.36,0.38,0.35,0.36,0.42,0.71,0.73,0.88,0.65,0.4,0.35,0,0.03,0,0.09,0.06,0.07,0.07,0.03,0.02,0.02,0.02,0.86,0.06,0.18,0.19,0.45,0.45,0.38,0.85,0.07,0.24,0.5,0,0.97,0.84,0.08,0.26,0.38,0.04,0.12,0.16,0.13,0.12,0.31,0.3,0.31,0.3,0.27,0.2,0.31,0,0,0.14,0.8,0.96,0.86,0.94,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.26,0.06,?,?,?,?,0,?,0.05 +37,?,?,Carrborotown,4,0,0.12,0.33,0.67,0.23,0.03,0.6,1,1,0.1,0.02,1,0.14,0.92,0.39,0.53,0.06,0.12,0.1,0.32,0.25,0.26,0.26,0.07,0.26,0.34,0.33,0.03,0.79,0.11,0.17,0.94,0.28,0.72,0.11,1,0.11,0.65,0.4,1,0.4,0.42,0.23,0.43,0.53,0.66,0.5,0.66,0.54,0.01,0.66,0,1,1,1,0.86,0.48,0.41,0.36,0.28,0.89,0.12,0,0,0.15,0.31,0.18,0.04,0.07,0.87,0,0.02,0.69,0.04,0.06,0.21,0.79,0.19,0.14,0.19,0.19,0.19,0.35,0.32,0.34,0.33,0.94,0.63,0.74,0,0,0.19,0.47,0,0,0.13,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.27,0.54,?,?,?,?,0,?,0.24 +6,?,?,Duartecity,4,0.02,0.71,0.17,0.41,0.72,0.64,0.41,0.45,0.28,0.32,0.03,1,0.43,0.67,0.21,0.38,0.36,0.45,0.29,0.41,0.31,0.33,0.34,0.16,0.37,0.29,0.32,0.01,0.2,0.41,0.46,0.35,0.4,0.5,0.49,0.4,0.38,0.44,0.46,0.46,0.54,0.53,0.82,0.69,0.64,0.8,0.68,0.43,0.41,0.01,0.29,0.04,0.37,0.4,0.48,0.49,0.71,0.68,0.74,0.69,0.27,0.55,0.77,0.71,0.72,0.75,0.6,0.66,0.67,0.55,0.5,0.01,0.89,0.64,0.2,0.12,0.56,0.11,0.16,0.44,0.44,0.48,0.51,0.59,0.7,0.58,0.66,0.78,0.31,0,0,0.82,0.45,0.55,0.84,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.24,0.18,?,?,?,?,0,?,0.33 +19,?,?,Bettendorfcity,4,0.03,0.43,0.03,0.96,0.06,0.04,0.41,0.4,0.22,0.31,0.04,1,0.47,0.71,0.46,0.72,0.36,0.12,0.47,0.48,0.43,0.42,0.46,0.26,0.34,0.51,0.51,0.01,0.11,0.09,0.15,0.55,0.2,0.66,0.37,0.42,0.25,0.59,0.37,0.25,0.39,0.39,0.47,0.78,0.81,0.8,0.66,0.64,0.62,0.01,0.12,0,0.05,0.07,0.1,0.18,0.01,0.01,0.01,0.02,0.94,0.03,0.14,0.15,0.47,0.53,0.27,0.75,0.03,0.35,0.5,0.02,0.88,0.7,0.1,0.23,0.6,0.06,0.07,0.13,0.12,0.14,0.26,0.26,0.3,0.28,0.18,0.2,0.26,0,0,0.05,0.54,0.57,0.62,0.51,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.11,0.03,?,?,?,?,0,?,0.19 +48,?,?,SanMarcoscity,4,0.03,0.58,0.1,0.67,0.05,0.69,1,1,1,0.19,0,0,0.05,0.71,0.46,0.31,0.22,0.28,0.19,0.15,0.1,0.1,0.26,0.44,0.17,0.17,0.2,0.08,1,0.7,0.56,0.44,0.68,0.32,0.18,0.73,0.37,0.42,0.22,1,0.25,0.24,0.6,0.5,0.39,0.54,0.44,0.47,0.52,0.01,0.35,0.01,0.4,0.42,0.43,0.45,0.13,0.12,0.11,0.11,0.47,0.31,0.49,0.27,0.34,0.59,0.3,0.18,0.37,0.8,0,0.06,0.59,0.13,0.14,0.32,0.75,0.32,0.34,0.09,0.1,0.12,0.26,0.26,0.28,0.25,1,0.41,0.47,0.01,0,0.13,0.74,0.14,0.06,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.14,0.13,?,?,?,?,0,?,0.19 +41,?,?,Bendcity,4,0.02,0.31,0,0.97,0.04,0.04,0.41,0.48,0.31,0.42,0,0,0.23,0.54,0.31,0.46,0.42,0.23,0.43,0.25,0.27,0.26,0.04,0.19,0.22,0.38,0.28,0.02,0.34,0.13,0.23,0.36,0.23,0.62,0.37,0.36,0.45,0.41,0.73,0.42,0.73,0.76,0.35,0.54,0.59,0.65,0.39,0.63,0.71,0.01,0.15,0,0.16,0.19,0.17,0.18,0.03,0.03,0.03,0.02,0.95,0.02,0.13,0.11,0.31,0.35,0.3,0.45,0.13,0.58,0,0.02,0.8,0.43,0.11,0.2,0.63,0.33,0.29,0.13,0.13,0.13,0.28,0.3,0.32,0.31,0.51,0.42,0.75,0.06,0.01,0.07,0.38,0.25,0.41,0.46,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.13,0.02,?,?,?,?,0,?,0.21 +34,5,17440,Delrantownship,4,0.01,0.63,0.14,0.85,0.14,0.02,0.5,0.49,0.34,0.3,0.02,0.98,0.58,0.76,0.44,0.6,0.38,0.09,0.43,0.54,0.41,0.41,0.36,0.2,0.28,0.26,0.39,0,0.03,0.16,0.3,0.36,0.24,0.66,0.39,0.39,0.3,0.5,0.25,0.44,0.3,0.28,0.65,0.78,0.78,0.71,0.7,0.46,0.51,0.01,0.2,0,0.21,0.21,0.26,0.26,0.07,0.06,0.07,0.06,0.87,0.05,0.26,0.29,0.69,0.75,0.41,0.79,0.05,0.29,0.5,0.01,0.76,0.74,0.05,0.11,0.58,0.09,0.18,0.34,0.34,0.31,0.62,0.58,0.6,0.56,0.53,0.34,0.46,0,0,0.14,0.45,0.91,0.84,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.17,0.18,?,?,?,?,0,?,0.16 +6,?,?,GroverCitycity,4,0,0.41,0.03,0.79,0.28,0.36,0.36,0.5,0.31,0.39,0,0,0.27,0.44,0.43,0.46,0.51,0.56,0.53,0.25,0.26,0.27,0.19,0.15,0.28,0.25,0.27,0.01,0.33,0.27,0.39,0.23,0.34,0.52,0.25,0.3,0.39,0.24,0.73,0.4,0.83,0.82,0.43,0.45,0.49,0.62,0.52,0.44,0.43,0.01,0.28,0.01,0.39,0.47,0.56,0.5,0.25,0.27,0.29,0.24,0.72,0.21,0.3,0.27,0.45,0.34,0.56,0.26,0.41,0.77,0,0.02,0.64,0.33,0.07,0.25,0.73,0.09,0,0.42,0.44,0.44,0.55,0.51,0.55,0.5,0.66,0.67,0.31,0,0,0.27,0.57,0.25,0.42,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.42,0.04,?,?,?,?,0,?,0.19 +9,3,60120,Plainvilletown,4,0.01,0.33,0.05,0.94,0.06,0.04,0.31,0.44,0.26,0.45,0.03,0.97,0.44,0.67,0.18,0.64,0.45,0.1,0.56,0.46,0.41,0.4,0.26,0.15,0.53,0.43,0.7,0.01,0.09,0.28,0.41,0.26,0.27,0.67,0.57,0.32,0.4,0.34,0.49,0.4,0.42,0.47,0.41,0.73,0.74,0.83,0.54,0.75,0.84,0,0.09,0.01,0.06,0.05,0.08,0.14,0.03,0.03,0.04,0.06,0.76,0.09,0.11,0.1,0.36,0.45,0.19,0.7,0.04,0.53,0.5,0.02,0.82,0.64,0.02,0.26,0.5,0.06,0.16,0.4,0.37,0.34,0.42,0.42,0.49,0.42,0.38,0.54,0.61,0.01,0,0.26,0.7,0.75,0.9,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.15,0.01,?,?,?,?,0,?,0.04 +34,7,77630,Waterfordtownship,4,0,0.71,0.09,0.91,0.06,0.03,0.44,0.47,0.25,0.2,0.01,0.85,0.53,0.81,0.25,0.5,0.27,0.12,0.3,0.49,0.32,0.32,0.28,0.22,0.22,0,0.25,0,0.06,0.24,0.34,0.23,0.16,0.72,0.28,0.37,0.39,0.36,0.38,0.35,0.3,0.34,0.72,0.87,0.86,0.9,0.85,0.22,0.48,0,0.18,0,0.4,0.3,0.33,0.28,0.06,0.04,0.04,0.03,0.93,0.04,0.31,0.34,0.75,0.74,0.57,0.89,0.06,0.17,0.5,0,0.9,0.88,0.47,0.47,0.75,0.03,0.05,0.25,0.25,0.24,0.4,0.44,0.62,0.58,0.67,0.59,0.78,0,0,0.06,0.62,0.72,0.71,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.02,0.29,?,?,?,?,0,?,0.05 +48,?,?,Bryancity,4,0.07,0.44,0.33,0.54,0.09,0.37,0.49,0.69,0.53,0.29,0.09,1,0.18,0.64,0.6,0.44,0.34,0.29,0.3,0.23,0.22,0.27,0.16,0.18,0.22,0.3,0.3,0.11,0.58,0.42,0.45,0.43,0.35,0.57,0.17,0.78,0.37,0.44,0.45,0.57,0.54,0.51,0.56,0.57,0.56,0.61,0.52,0.64,0.67,0.04,0.36,0.02,0.58,0.59,0.64,0.7,0.27,0.24,0.24,0.24,0.68,0.23,0.38,0.31,0.46,0.53,0.44,0.37,0.33,0.6,0,0.12,0.59,0.36,0.31,0.44,0.73,0.5,0.5,0.09,0.1,0.11,0.22,0.23,0.26,0.25,0.6,0.32,0.44,0.03,0,0.19,0.74,0.38,0.51,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.14,0.05,?,?,?,?,0,?,0.34 +12,?,?,NewSmyrnaBeachcity,4,0.01,0.15,0.16,0.87,0.02,0.02,0.15,0.18,0.11,1,0.03,1,0.2,0,0.34,0.61,1,0.35,1,0.22,0.32,0.33,0.15,0,0.37,0.32,0.49,0.02,0.36,0.2,0.35,0.28,0.43,0.03,0.22,0.31,0.28,0.39,0.59,0.19,0.5,0.56,0.1,0.43,0.43,0.59,0.52,0.69,0.7,0.01,0.19,0.01,0.33,0.28,0.27,0.29,0.11,0.09,0.07,0.07,0.92,0.03,0.07,0.07,0.16,0.12,0.28,0.61,0.08,0.72,0,0.19,0,0.65,0.03,0.17,0.71,0.37,0.13,0.14,0.14,0.15,0.23,0.29,0.36,0.33,0.73,0.7,0.36,0,0,0.14,0.14,0.5,0.52,0.41,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.09,0,?,?,?,?,0,?,0.23 +47,?,?,Cookevillecity,4,0.02,0.38,0.06,0.93,0.11,0.01,0.84,0.86,0.9,0.41,0,0,0.15,0.51,0.5,0.38,0.48,0.28,0.36,0.23,0.23,0.22,0.17,0.07,0.17,0.15,0.41,0.03,0.5,0.61,0.53,0.39,0.41,0.39,0.45,0.48,0.45,0.41,0.42,0.72,0.48,0.46,0.28,0.6,0.63,0.75,0.64,0.57,0.62,0,0.11,0,0.74,0.7,0.73,0.72,0.15,0.12,0.12,0.11,0.93,0.03,0.08,0.07,0.25,0.3,0.26,0.39,0.06,0.53,0.5,0.04,0.69,0.38,0.06,0.33,0.67,0.36,0.24,0.11,0.11,0.13,0.13,0.15,0.16,0.15,0.49,0.24,0.24,0,0,0.08,0.71,0.29,0.32,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.09,0.01,?,?,?,?,0,?,0.1 +6,?,?,Portervillecity,4,0.03,0.66,0.02,0.47,0.4,0.65,0.48,0.5,0.31,0.4,0,0,0.17,0.36,0.42,0.3,0.55,1,0.48,0.17,0.15,0.21,0.13,0.19,0.15,0.17,0.21,0.07,0.71,0.79,0.69,0.18,0.89,0.24,0.21,0.59,0.38,0.32,0.51,0.48,0.64,0.61,0.69,0.44,0.46,0.41,0.48,0.39,0.35,0.03,0.45,0.03,0.46,0.55,0.56,0.63,0.54,0.55,0.51,0.53,0.43,0.68,0.64,0.6,0.64,0.54,0.76,0.39,0.65,0.58,0,0.02,0.82,0.45,0.16,0.31,0.71,0.37,0.25,0.15,0.13,0.13,0.23,0.25,0.25,0.27,0.72,0.54,0.31,0.07,0.02,0.49,0.56,0.38,0.65,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.22,0.02,?,?,?,?,0,?,0.24 +1,?,?,Dothancity,4,0.07,0.41,0.53,0.57,0.05,0.01,0.44,0.46,0.29,0.41,0.08,1,0.23,0.53,0.25,0.31,0.5,0.38,0.4,0.27,0.27,0.34,0.16,0.2,0.31,0.45,0.35,0.08,0.45,0.4,0.51,0.3,0.28,0.51,0.4,0.43,0.48,0.4,0.61,0.3,0.67,0.67,0.47,0.5,0.47,0.52,0.48,0.68,0.67,0.05,0.37,0,0.24,0.41,0.36,0.41,0.02,0.03,0.02,0.02,0.97,0.02,0.22,0.2,0.43,0.45,0.42,0.53,0.16,0.41,0.5,0.08,0.73,0.52,0.25,0.41,0.67,0.58,0.29,0.09,0.1,0.12,0.06,0.13,0.15,0.16,0.33,0.16,0.36,0.02,0,0.03,0.7,0.52,0.66,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.23,0.06,0.01,?,?,?,?,0,?,0.52 +34,35,7180,Branchburgtownship,4,0,0.57,0.03,0.92,0.24,0.03,0.36,0.38,0.23,0.2,0.01,0.47,0.93,0.89,0.45,0.76,0.26,0.06,0.31,0.86,0.74,0.72,0.69,0.71,0.48,1,0.92,0,0.03,0.13,0.15,0.7,0.2,0.8,0.39,0.35,0.2,0.71,0.21,0.32,0.18,0.19,0.56,0.96,0.96,0.97,0.87,0.39,0.6,0,0.02,0.01,0.18,0.15,0.29,0.31,0.11,0.08,0.14,0.14,0.84,0.06,0.21,0.23,0.63,0.62,0.44,0.94,0.02,0.2,0.5,0.01,0.81,0.92,0.08,0.44,0.75,0.02,0,0.64,0.64,0.62,0.57,0.63,0.99,0.93,0.4,0.61,0.67,0,0,0.25,0.56,0.6,0.44,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.04,0.11,?,?,?,?,0,?,0.03 +21,?,?,Hopkinsvillecity,4,0.03,0.42,0.57,0.54,0.04,0.01,0.43,0.47,0.31,0.47,0,0,0.16,0.45,0.59,0.3,0.52,0.55,0.5,0.18,0.18,0.23,0.15,0.33,0.19,0.5,0.3,0.06,0.58,0.55,0.53,0.2,0.63,0.35,0.5,0.42,0.52,0.32,0.55,0.38,0.69,0.66,0.43,0.4,0.36,0.53,0.28,0.58,0.53,0.04,0.59,0,0.47,0.47,0.45,0.43,0.05,0.04,0.04,0.03,0.96,0.02,0.22,0.21,0.4,0.37,0.47,0.45,0.16,0.51,0.5,0.04,0.73,0.48,0.44,0.48,0.54,0.52,0.2,0.06,0.05,0.06,0.08,0.13,0.14,0.14,0.36,0.25,0.32,0.01,0,0.04,0.75,0.5,0.7,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.12,0,?,?,?,?,0,?,0.36 +36,75,55574,Oswegocity,4,0.01,0.41,0.01,0.97,0.03,0.03,0.53,0.62,0.55,0.52,0,0,0.2,0.4,0.07,0.46,0.63,0.36,0.65,0.28,0.23,0.22,0.21,0.49,0.06,0.13,0.34,0.03,0.5,0.3,0.46,0.31,0.54,0.28,0.24,0.64,0.33,0.42,0.35,0.64,0.34,0.36,0.46,0.56,0.6,0.65,0.63,0.2,0.21,0.01,0.2,0,0.84,0.65,0.53,0.47,0.14,0.1,0.07,0.06,0.93,0.04,0.21,0.19,0.37,0.43,0.32,0.49,0.06,0.47,0.5,0.02,0.78,0.46,0.29,0.57,0,0.19,0.14,0.1,0.1,0.09,0.23,0.24,0.27,0.24,0.63,0.13,0.58,0,0.03,0.07,0.91,0.53,0.68,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.21,0.13,?,?,?,?,0,?,0 +29,?,?,Sedaliacity,4,0.02,0.28,0.11,0.91,0.03,0.01,0.35,0.42,0.26,0.65,0,0,0.13,0.34,0.34,0.42,0.73,0.36,0.45,0.17,0.18,0.18,0.18,0.1,0.13,0.87,0.43,0.03,0.39,0.5,0.54,0.16,0.61,0.37,0.55,0.42,0.69,0.29,0.59,0.26,0.56,0.6,0.35,0.61,0.58,0.62,0.51,0.75,0.68,0,0.1,0,0.73,0.64,0.63,0.7,0.05,0.04,0.03,0.04,0.97,0.03,0.16,0.14,0.3,0.31,0.29,0.64,0.08,0.59,0,0.05,0.6,0.63,0.15,0.6,0.29,0.52,0.32,0.03,0.03,0.04,0.1,0.13,0.13,0.16,0.5,0.25,0.46,0,0,0.02,0.78,0.58,0.65,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.15,0.02,?,?,?,?,0,?,0.24 +47,?,?,RedBankcity,4,0,0.2,0.11,0.9,0.05,0.02,0.35,0.51,0.33,0.55,0.02,1,0.22,0.48,0.05,0.44,0.56,0.15,0.5,0.24,0.29,0.28,0.3,0.55,0.47,0.35,0.34,0.01,0.25,0.27,0.41,0.28,0.28,0.49,0.32,0.34,0.44,0.36,0.65,0.33,0.71,0.71,0.26,0.52,0.54,0.52,0.49,0.69,0.71,0,0.17,0,0.58,0.48,0.49,0.41,0.06,0.05,0.04,0.03,0.97,0.01,0.08,0.07,0.23,0.29,0.23,0.46,0.07,0.71,0,0.03,0.56,0.44,0.07,0.23,0.48,0.21,0.06,0.09,0.08,0.08,0.22,0.2,0.19,0.21,0.4,0.21,0.29,0,0,0.04,0.69,0.55,0.8,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.16,0.03,?,?,?,?,0,?,0.3 +34,13,19390,EastOrangecity,4,0.1,0.46,1,0,0.04,0.07,0.42,0.51,0.33,0.35,0.12,1,0.25,0.56,0.17,0.19,0.44,0.72,0.33,0.29,0.25,0.33,0.32,0.23,0.46,0.26,0.35,0.12,0.47,0.34,0.53,0.22,0.81,0.46,0.32,0.63,0.47,0.3,0.84,0.78,0.83,0.87,0.69,0,0,0,0.02,0.6,0.61,0.22,1,0.06,0.37,0.47,0.59,0.66,0.33,0.38,0.42,0.44,0.82,0.13,0.7,0.53,0.47,0.82,0.4,0.13,0.49,0.82,0,0.09,0.76,0.08,0.56,0.46,0.21,0.55,0.58,0.25,0.27,0.27,0.41,0.43,0.48,0.42,0.6,0.61,0.76,0.2,0.05,0.38,0.53,0.61,0.84,0.76,0.04,0.33,0.95,0.36,0.09,0.48,0.51,0.33,0.22,0.1,1,0.05,0,1,0.07,0.57,0.28,0.01,1,1,0.05,0.03,0.61,0.5,0.8,0.23,1 +36,93,65508,Schenectadycity,4,0.09,0.29,0.17,0.83,0.06,0.05,0.39,0.54,0.38,0.55,0.1,1,0.21,0.39,0.13,0.5,0.61,0.51,0.65,0.24,0.25,0.26,0.21,0.13,0.22,0.16,0.28,0.09,0.39,0.29,0.43,0.27,0.45,0.4,0.24,0.57,0.32,0.36,0.63,0.61,0.6,0.64,0.37,0.35,0.39,0.44,0.33,0.53,0.54,0.06,0.45,0.02,0.2,0.24,0.32,0.32,0.08,0.08,0.1,0.09,0.82,0.09,0.2,0.15,0.27,0.34,0.26,0.35,0.06,0.5,0.5,0.13,0.67,0.33,0.41,0.63,0,0.4,0.25,0.18,0.17,0.15,0.26,0.27,0.28,0.29,0.59,0.5,0.54,0.18,0.02,0.16,0.84,0.53,0.63,0.8,0.02,0.21,0.97,0.27,0.12,0.72,1,0.21,0.78,0.97,0.03,0,0,0.02,0.03,0.57,0.5,0.03,0.51,0.28,0.02,0.02,0.86,0,0.49,0.19,0.43 +49,?,?,Murraycity,4,0.03,0.45,0.01,0.94,0.09,0.08,0.43,0.53,0.31,0.33,0.05,1,0.29,0.71,0.35,0.44,0.37,0.18,0.47,0.29,0.28,0.26,0.3,0.17,0.28,0.42,0.33,0.02,0.2,0.06,0.26,0.32,0.15,0.66,0.3,0.35,0.35,0.41,0.61,0.32,0.61,0.64,0.59,0.64,0.73,0.7,0.64,0.55,0.55,0.01,0.08,0.01,0.17,0.24,0.28,0.29,0.04,0.05,0.05,0.05,0.9,0.03,0.53,0.46,0.49,0.62,0.32,0.59,0.14,0.55,0.5,0.03,0.81,0.53,0.05,0.31,0.69,0.2,0.19,0.16,0.15,0.14,0.29,0.26,0.25,0.25,0.23,0.41,0.22,0,0.02,0.09,0.73,0.51,0.81,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.27,0.15,?,?,?,?,0,?,0.11 +47,?,?,McMinnvillecity,4,0,0.29,0.1,0.91,0.04,0.01,0.36,0.42,0.28,0.65,0,0,0.09,0.25,0.77,0.33,0.7,0.51,0.35,0.17,0.16,0.15,0.13,0.07,0.16,0.18,0.16,0.02,0.55,0.85,0.81,0.14,0.45,0.34,0.76,0.23,0.89,0.2,0.64,0.26,0.66,0.69,0.3,0.45,0.47,0.45,0.58,0.84,0.65,0,0.16,0,0.43,0.31,0.26,0.32,0.03,0.02,0.02,0.02,0.97,0.03,0.09,0.09,0.28,0.3,0.3,0.49,0.09,0.55,0,0.02,0.7,0.49,0.14,0.38,0.48,0.93,0,0.04,0.04,0.05,0.05,0.1,0.1,0.1,0.45,0.16,0.37,0,0,0.03,0.87,0.51,0.83,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.11,0.01,?,?,?,?,0,?,0.41 +6,?,?,Alhambracity,4,0.12,0.57,0.04,0.09,1,0.67,0.41,0.58,0.38,0.39,0.13,1,0.33,0.58,0.1,0.42,0.35,0.56,0.32,0.3,0.28,0.37,0.4,0.2,0.26,0.36,0.42,0.11,0.38,0.5,0.48,0.36,0.37,0.45,0.35,0.38,0.35,0.43,0.39,0.63,0.47,0.45,0.68,0.55,0.56,0.6,0.51,0.42,0.36,0.06,0.38,0.26,0.45,0.5,0.62,0.7,1,1,1,1,0,1,0.64,0.55,0.59,0.61,0.6,0.23,0.99,0.83,0,0.07,0.83,0.25,0.22,0.23,0.33,0.12,0.29,0.58,0.61,0.61,0.58,0.56,0.63,0.55,0.61,0.72,0.18,0.03,0,1,0.32,0.37,0.67,0.53,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.9,0.33,?,?,?,?,0,?,0.22 +47,?,?,Jacksoncity,4,0.06,0.39,0.78,0.38,0.03,0.01,0.5,0.53,0.4,0.49,0.08,1,0.16,0.46,0.26,0.31,0.57,0.57,0.44,0.19,0.21,0.31,0.16,0.2,0.27,0.14,0.34,0.09,0.55,0.46,0.57,0.26,0.43,0.41,0.47,0.48,0.52,0.36,0.59,0.46,0.64,0.65,0.41,0.28,0.28,0.31,0.25,0.67,0.67,0.08,0.7,0,1,0.9,0.76,0.7,0.05,0.04,0.03,0.02,0.98,0.03,0.19,0.17,0.36,0.39,0.36,0.46,0.11,0.52,0.5,0.08,0.71,0.46,0.1,0.32,0.54,0.42,0.13,0.07,0.07,0.08,0.07,0.15,0.16,0.18,0.41,0.41,0.43,0.01,0,0.01,0.81,0.48,0.68,0.75,0.02,0.24,0.97,0.29,0.01,0.12,0.15,0.24,0.53,0.7,0.49,0,0,0.34,0,0.36,0.19,0.12,0.1,0.09,0.07,0.02,0.78,1,0,0.17,0.7 +34,41,58350,Phillipsburgtown,4,0.01,0.39,0.04,0.95,0.04,0.05,0.33,0.46,0.29,0.55,0.02,1,0.26,0.4,0.15,0.46,0.68,0.47,0.65,0.29,0.24,0.23,0.27,0.23,0.26,0.29,0.38,0.01,0.28,0.43,0.59,0.12,0.4,0.42,0.65,0.31,0.59,0.14,0.47,0.43,0.53,0.53,0.47,0.48,0.48,0.48,0.49,0.47,0.54,0.01,0.34,0,0.12,0.09,0.25,0.39,0.03,0.02,0.04,0.06,0.89,0.06,0.2,0.19,0.42,0.46,0.39,0.51,0.06,0.47,0.5,0.02,0.73,0.49,0.44,0.46,0,0.24,0.31,0.19,0.19,0.19,0.3,0.38,0.42,0.37,0.66,0.54,0.72,0.01,0,0.09,0.62,0.66,0.73,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.41,0.07,?,?,?,?,0,?,0.1 +5,?,?,PineBluffcity,4,0.08,0.48,1,0.17,0.03,0.01,0.52,0.51,0.37,0.48,0.09,1,0.12,0.35,0.21,0.23,0.62,0.66,0.41,0.16,0.15,0.29,0.15,0.13,0.28,0.73,0.38,0.14,0.74,0.5,0.6,0.25,0.76,0.27,0.4,0.53,0.53,0.33,0.58,0.44,0.58,0.61,0.58,0.31,0.26,0.32,0.28,0.59,0.57,0.1,0.69,0,0.61,0.56,0.49,0.47,0.03,0.02,0.02,0.02,0.96,0.03,0.42,0.38,0.48,0.45,0.54,0.51,0.25,0.51,0.5,0.12,0.59,0.54,0.31,0.49,0.52,0.7,0.42,0.04,0.04,0.06,0.08,0.12,0.13,0.17,0.65,0.22,0.78,0.02,0,0.02,0.84,0.61,0.79,0.77,0.01,0.17,0.98,0.19,0.02,0.13,0.23,0.17,0.22,0.71,0.46,0,0,0.32,0.04,0.43,0.19,0.12,0.11,0.05,0.03,0,0.54,1,1,0.08,0.61 +34,27,56460,Parsippany-TroyHillstownship,4,0.06,0.43,0.07,0.78,0.62,0.08,0.31,0.52,0.3,0.27,0.08,1,0.64,0.82,0.28,0.7,0.27,0.1,0.3,0.66,0.58,0.59,0.56,0.18,0.39,0.37,0.59,0.01,0.04,0.18,0.23,0.54,0.14,0.75,0.45,0.31,0.23,0.57,0.32,0.52,0.34,0.34,0.51,0.83,0.84,0.89,0.79,0.42,0.46,0.01,0.08,0.05,0.33,0.41,0.5,0.55,0.39,0.42,0.47,0.47,0.65,0.19,0.21,0.19,0.45,0.64,0.22,0.59,0.11,0.55,0,0.03,0.9,0.49,0.06,0.35,0.52,0.07,0.52,0.53,0.54,0.55,0.78,0.64,0.67,0.63,0.37,0.47,0.4,0,0,0.5,0.54,0.68,0.6,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.17,0.17,?,?,?,?,0,?,0.06 +37,?,?,Garnertown,4,0.01,0.41,0.34,0.72,0.04,0.01,0.39,0.46,0.26,0.24,0.02,1,0.42,0.77,0.26,0.45,0.32,0.12,0.35,0.42,0.38,0.41,0.29,0.31,0.3,0.55,0.43,0.01,0.11,0.23,0.24,0.37,0.12,0.76,0.22,0.37,0.24,0.49,0.38,0.32,0.52,0.48,0.4,0.69,0.74,0.8,0.61,0.94,0.97,0,0.08,0,0.15,0.11,0.3,0.26,0.01,0.01,0.03,0.02,0.98,0.02,0.08,0.1,0.44,0.48,0.38,0.61,0.05,0.3,0.5,0.01,0.88,0.59,0.04,0.47,0.73,0.08,0.04,0.17,0.15,0.14,0.35,0.33,0.35,0.38,0.38,0.48,0.22,0,0,0.04,0.72,0.5,0.63,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.11,0.02,?,?,?,?,0,?,0.12 +25,17,11000,Cambridgecity,4,0.14,0.32,0.26,0.62,0.52,0.12,0.52,0.77,0.62,0.31,0.15,1,0.35,0.62,0.24,0.63,0.28,0.3,0.26,0.38,0.51,0.59,0.27,0.22,0.26,0.25,0.37,0.08,0.27,0.24,0.25,0.89,0.3,0.57,0.19,1,0.15,0.82,0.36,1,0.43,0.41,0.33,0.41,0.45,0.6,0.31,0.55,0.59,0.06,0.45,0.14,0.6,0.62,0.67,0.67,0.94,0.86,0.84,0.77,0.55,0.27,0.21,0.12,0.16,0.24,0.21,0.11,0.19,0.82,0,0.14,0.76,0.12,0.28,0.48,0,0.09,0.24,0.6,0.71,0.98,0.33,0.44,0.62,0.43,0.37,0.46,0.51,0.15,0.08,0.66,0.36,0.39,0.34,0.13,0.05,0.28,0.95,0.32,0.05,0.21,0.24,0.28,0.77,0.72,0.43,0.02,0,0.31,0.04,0.57,0.35,0.02,1,1,0.03,0.06,0.65,0.5,0.42,0.28,0.41 +44,7,37720,Johnstontown,4,0.03,0.44,0.01,0.99,0.03,0.01,0.3,0.4,0.26,0.57,0.04,0.87,0.35,0.51,0.27,0.49,0.61,0.28,0.52,0.37,0.31,0.3,0.33,0.23,0.23,0.03,0.2,0.02,0.17,0.37,0.58,0.2,0.29,0.51,0.49,0.35,0.42,0.33,0.33,0.38,0.37,0.36,0.47,0.75,0.75,0.87,0.53,0.37,0.52,0.01,0.1,0.01,0.16,0.12,0.14,0.14,0.05,0.03,0.03,0.03,0.82,0.08,0.14,0.15,0.46,0.55,0.21,0.76,0.05,0.44,0.5,0.02,0.87,0.69,0.31,0.59,0.54,0.03,0.09,0.32,0.32,0.31,0.19,0.34,0.42,0.37,0.51,0.62,0.63,0,0,0.12,0.89,0.84,0.94,0.88,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.09,0.09,?,?,?,?,0,?,0.04 +1,?,?,VestaviaHillscity,4,0.02,0.39,0.02,0.96,0.09,0.01,0.36,0.33,0.21,0.52,0.03,1,0.63,0.58,0.24,0.81,0.5,0.07,0.51,0.7,0.72,0.69,0.65,0.3,0.49,0.28,0.49,0,0.05,0.04,0.06,0.88,0.09,0.49,0.15,0.72,0.04,0.91,0.18,0.23,0.37,0.31,0.4,0.84,0.88,0.88,0.73,0.44,0.4,0,0.05,0,0.47,0.34,0.45,0.45,0.1,0.06,0.07,0.07,0.94,0.04,0.09,0.1,0.42,0.46,0.26,0.76,0.02,0.25,0.5,0.02,0.86,0.72,0.05,0.38,0.63,0.01,0.17,0.31,0.32,0.34,0.38,0.34,0.38,0.38,0.35,0.2,0.1,0,0,0.08,0.6,0.54,0.64,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.19,0,?,?,?,?,0,?,0.01 +34,39,13150,Clarktownship,4,0.01,0.44,0,0.97,0.1,0.05,0.26,0.35,0.24,0.69,0.02,1,0.63,0.54,0.14,0.76,0.7,0.1,1,0.6,0.53,0.51,0.78,1,0.43,0.49,0.58,0,0.03,0.26,0.32,0.37,0.21,0.48,0.48,0.42,0.26,0.56,0.13,0.38,0.19,0.17,0.44,0.91,0.9,0.98,0.71,0.27,0.46,0,0.02,0.01,0.05,0.1,0.12,0.14,0.03,0.05,0.05,0.06,0.75,0.09,0.15,0.17,0.49,0.56,0.09,0.87,0.02,0.3,0.5,0,0.95,0.8,0.07,0.57,0.4,0.01,0.16,0.53,0.51,0.5,0.84,0.67,0.64,0.66,0.4,0.57,0.68,0,0,0.23,0.78,0.95,0.87,0.9,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.28,0.23,?,?,?,?,0,?,0.04 +34,3,28680,Hackensackcity,4,0.04,0.23,0.48,0.49,0.22,0.28,0.21,0.49,0.26,0.46,0.06,1,0.45,0.65,0.12,0.49,0.43,0.27,0.29,0.48,0.52,0.61,0.36,0.25,0.37,0.33,0.43,0.02,0.17,0.35,0.44,0.41,0.35,0.6,0.43,0.39,0.38,0.45,0.65,0.66,0.59,0.63,0.35,0.43,0.41,0.43,0.27,0.53,0.54,0.04,0.57,0.06,0.36,0.42,0.53,0.57,0.6,0.61,0.7,0.69,0.52,0.41,0.26,0.18,0.21,0.35,0.21,0.2,0.29,0.89,0,0.06,0.72,0.17,0.13,0.41,0.48,0.16,0.54,0.5,0.48,0.46,0.6,0.63,0.74,0.62,0.44,0.68,1,0.05,0,0.7,0.38,0.55,0.67,0.56,0.01,0.28,0.98,0.37,0.01,0.19,0.21,0.28,0.45,0.87,0.14,0.07,0,0.15,0.05,0.64,0.06,0.01,0.75,0.8,0.02,0.01,0.96,0.5,1,0.19,0.18 +13,?,?,LaGrangecity,4,0.03,0.42,0.83,0.34,0.05,0.01,0.47,0.52,0.38,0.51,0,0,0.17,0.52,0.21,0.27,0.56,0.56,0.29,0.2,0.24,0.37,0.17,0.22,0.46,0.3,0.5,0.05,0.56,0.7,0.75,0.25,0.58,0.39,0.84,0.35,0.78,0.31,0.66,0.47,0.67,0.7,0.51,0.26,0.24,0.23,0.25,0.69,0.69,0.04,0.69,0,0.58,0.8,1,0.98,0.06,0.08,0.1,0.08,0.96,0.04,0.34,0.29,0.42,0.38,0.49,0.32,0.22,0.59,0,0.06,0.55,0.36,0.3,0.34,0.48,0.74,0.7,0.06,0.08,0.12,0.08,0.15,0.19,0.21,0.45,0.46,0.5,0,0,0.04,0.79,0.49,0.74,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.08,0.01,?,?,?,?,0,?,0.47 +55,79,31125,Greendalevillage,4,0.01,0.47,0,0.97,0.11,0.02,0.42,0.39,0.28,0.38,0.02,1,0.55,0.64,0.31,0.8,0.5,0.08,0.59,0.56,0.48,0.46,0.17,0.3,0.43,0.79,0.32,0,0.05,0.11,0.16,0.47,0.08,0.66,0.52,0.46,0.24,0.63,0.19,0.33,0.28,0.25,0.49,0.8,0.82,0.88,0.6,0.61,0.73,0,0.05,0,0.1,0.11,0.09,0.17,0.02,0.02,0.02,0.03,0.92,0.04,0.14,0.15,0.52,0.6,0.29,0.73,0.03,0.27,0.5,0.01,0.91,0.67,0,0.75,0.56,0,0,0.22,0.2,0.2,0.4,0.42,0.45,0.4,0.53,0.21,0.22,0,0,0.08,0.83,0.77,0.9,0.89,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.23,0.17,?,?,?,?,0,?,0.03 +12,?,?,Plantationcity,4,0.09,0.37,0.12,0.86,0.11,0.15,0.35,0.42,0.26,0.47,0.11,1,0.5,0.62,0.27,0.63,0.46,0.1,0.37,0.54,0.57,0.57,0.4,0.3,0.35,0.31,0.53,0.02,0.08,0.13,0.19,0.51,0.2,0.61,0.18,0.44,0.11,0.63,0.4,0.36,0.47,0.46,0.38,0.74,0.77,0.85,0.61,0.47,0.51,0.01,0.1,0.06,0.29,0.32,0.37,0.41,0.28,0.27,0.29,0.3,0.75,0.12,0.12,0.12,0.4,0.44,0.29,0.71,0.11,0.53,0.5,0.15,0.59,0.68,0.02,0.29,0.81,0.04,0.1,0.28,0.31,0.33,0.65,0.6,0.68,0.63,0.53,0.58,0.33,0,0,0.41,0.13,0.35,0.49,0.35,0.02,0.16,0.97,0.2,0.02,0.12,0.23,0.16,0.88,0.84,0.05,0.04,0.13,0.08,0.04,0.57,0.12,0.06,0.26,0.05,0.09,0.02,0.88,0.5,0.86,0.16,0.21 +41,?,?,Roseburgcity,4,0.01,0.37,0,0.96,0.06,0.05,0.36,0.4,0.24,0.57,0,0,0.2,0.37,0.41,0.54,0.61,0.31,0.63,0.21,0.21,0.2,0.4,0.16,0.43,0.24,0.22,0.02,0.38,0.24,0.4,0.24,0.46,0.32,0.44,0.45,0.55,0.36,0.83,0.27,0.72,0.79,0.37,0.49,0.54,0.6,0.29,0.54,0.49,0.01,0.17,0,0.42,0.47,0.44,0.44,0.09,0.09,0.08,0.07,0.94,0.06,0.21,0.19,0.34,0.35,0.38,0.44,0.16,0.61,0,0.01,0.85,0.45,0.3,0.46,0.38,0.43,0.22,0.1,0.1,0.1,0.19,0.21,0.23,0.21,0.42,0.45,0.31,0.07,0.01,0.09,0.42,0.32,0.57,0.55,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.19,0.04,?,?,?,?,0,?,0.13 +12,?,?,PalmBaycity,4,0.08,0.45,0.15,0.84,0.11,0.1,0.32,0.46,0.24,0.37,0.1,1,0.31,0.62,0.19,0.45,0.41,0.17,0.64,0.28,0.26,0.26,0.24,0.19,0.23,0.27,0.34,0.05,0.22,0.17,0.29,0.26,0.35,0.55,0.57,0.23,0.34,0.38,0.49,0.28,0.51,0.52,0.44,0.71,0.7,0.82,0.65,0.58,0.57,0.01,0.12,0.03,0.31,0.3,0.36,0.39,0.16,0.14,0.15,0.15,0.84,0.07,0.19,0.19,0.5,0.48,0.53,0.59,0.13,0.41,0.5,0.16,0.53,0.6,0.1,0.26,0.92,0.16,0.1,0.14,0.12,0.12,0.41,0.37,0.37,0.39,0.4,0.51,0.14,0,0,0.22,0.17,0.19,0.3,0.08,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.18,0.08,0.01,?,?,?,?,0,?,0.25 +55,63,59925,Onalaskacity,4,0,0.44,0,0.99,0.03,0,0.4,0.47,0.29,0.28,0.02,1,0.35,0.74,0.26,0.61,0.32,0.15,0.4,0.35,0.29,0.27,0.07,0.19,0.41,0.45,0.74,0,0.12,0.19,0.22,0.43,0.12,0.78,0.42,0.51,0.41,0.49,0.36,0.32,0.39,0.39,0.47,0.74,0.8,0.73,0.65,0.87,0.97,0,0.05,0,0.4,0.3,0.29,0.25,0.05,0.03,0.03,0.02,0.94,0.02,0.09,0.1,0.47,0.54,0.34,0.66,0.03,0.45,0.5,0.01,0.9,0.62,0.06,0.32,0.75,0.04,0.16,0.14,0.12,0.12,0.28,0.28,0.27,0.28,0.18,0.28,0.43,0,0,0.05,0.76,0.51,0.61,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0.01,?,?,?,?,0,?,0.02 +41,?,?,CoosBaycity,4,0.01,0.31,0.01,0.92,0.09,0.05,0.35,0.38,0.23,0.6,0,0,0.16,0.36,0.1,0.41,0.65,0.41,0.66,0.19,0.21,0.2,0.24,0.08,0.17,0.3,0.19,0.02,0.46,0.26,0.39,0.21,0.66,0.3,0.29,0.45,0.46,0.35,0.74,0.27,0.73,0.76,0.32,0.47,0.49,0.5,0.42,0.52,0.49,0,0.09,0,0.4,0.4,0.45,0.43,0.07,0.06,0.07,0.06,0.94,0.04,0.17,0.15,0.33,0.31,0.38,0.46,0.15,0.58,0,0.02,0.79,0.48,0.29,0.46,0.46,0.35,0.14,0.07,0.06,0.07,0.17,0.19,0.19,0.18,0.44,0.31,0.68,0.01,0,0.07,0.44,0.31,0.5,0.49,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.12,0,?,?,?,?,0,?,0.08 +42,79,33408,Hazletoncity,4,0.02,0.28,0,0.98,0.04,0.02,0.3,0.36,0.24,0.83,0,0,0.15,0.24,0.08,0.51,0.85,0.41,0.67,0.19,0.22,0.2,0.38,0.14,0.95,0.14,0.32,0.03,0.35,0.41,0.49,0.15,0.37,0.28,0.61,0.4,0.74,0.28,0.39,0.44,0.34,0.37,0.38,0.58,0.62,0.57,0.48,0.19,0.2,0.01,0.15,0,0.24,0.2,0.21,0.24,0.04,0.03,0.03,0.03,0.9,0.04,0.18,0.15,0.3,0.36,0.24,0.55,0.04,0.42,0.5,0.04,0.73,0.52,0.17,0.73,0,0.17,0.18,0.05,0.05,0.07,0.12,0.15,0.16,0.14,0.36,0.33,0.63,0,0,0.07,0.95,0.85,0.89,0.88,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.35,0.08,?,?,?,?,0,?,0.05 +2,?,?,Juneaucity,4,0.03,0.46,0.02,0.71,0.26,0.05,0.35,0.42,0.22,0.13,0,0,0.6,0.83,0.42,1,0.15,0.31,0.5,0.59,0.51,0.56,0.37,0.18,0.3,0.42,0.45,0.01,0.13,0.11,0.15,0.49,0.27,0.79,0.01,0.38,0.2,0.63,0.71,0.43,0.68,0.71,0.53,0.62,0.64,0.61,0.62,0.68,0.81,0.01,0.22,0.01,0.24,0.34,0.41,0.45,0.08,0.1,0.11,0.11,0.89,0.05,0.29,0.26,0.49,0.55,0.43,0.51,0.24,0.55,0,0.04,0.73,0.49,0.14,0.48,0.75,0.29,1,0.26,0.26,0.26,0.53,0.56,0.68,0.57,0.35,0.39,0.21,0.01,0,0.14,0.3,0.37,0.53,0.48,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,1,0,0.28,?,?,?,?,0,?,0.05 +42,17,81048,Warringtontownship,5,0,0.56,0.04,0.94,0.1,0.02,0.41,0.5,0.3,0.23,0.02,0.86,0.59,0.86,0.1,0.71,0.26,0.09,0.26,0.56,0.43,0.41,0.59,0,0.33,0.68,0.52,0,0.04,0.07,0.15,0.43,0.2,0.75,0.38,0.34,0.26,0.5,0.32,0.4,0.34,0.34,0.59,0.81,0.84,0.93,0.76,0.46,0.54,0,0.06,0,0.13,0.38,0.33,0.3,0.04,0.1,0.08,0.06,0.92,0.01,0.23,0.24,0.62,0.7,0.39,0.72,0.04,0.34,0.5,0.01,0.78,0.67,0,0.3,0.69,0.07,0.39,0.42,0.42,0.39,0.63,0.54,0.56,0.62,0.56,0.6,0.43,0,0,0.12,0.77,0.52,0.51,0.65,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.07,0.12,?,?,?,?,0,?,0.02 +34,25,49890,Neptunetownship,5,0.03,0.47,0.66,0.43,0.08,0.08,0.32,0.38,0.22,0.52,0.04,1,0.43,0.54,0.17,0.5,0.59,0.29,0.7,0.47,0.38,0.43,0.35,0.31,0.31,0.22,0.36,0.02,0.19,0.26,0.37,0.32,0.35,0.51,0.25,0.54,0.37,0.45,0.49,0.49,0.51,0.52,0.53,0.55,0.47,0.69,0.55,0.68,0.66,0.02,0.39,0.01,0.22,0.24,0.29,0.34,0.09,0.09,0.09,0.1,0.85,0.08,0.37,0.33,0.46,0.54,0.29,0.68,0.16,0.47,0.5,0.07,0.5,0.62,0.2,0.6,0.33,0.18,0.18,0.34,0.33,0.3,0.42,0.45,0.54,0.44,0.56,0.63,0.81,0.03,0,0.17,0.63,0.72,0.83,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.29,0.14,?,?,?,?,0,?,0.27 +34,15,78800,WestDeptfordtownship,5,0.02,0.42,0.08,0.93,0.05,0.02,0.37,0.52,0.31,0.32,0.03,1,0.44,0.74,0.1,0.49,0.36,0.13,0.4,0.44,0.42,0.4,0.38,0.11,0.49,0.63,1,0.01,0.13,0.18,0.34,0.28,0.2,0.65,0.44,0.34,0.44,0.4,0.5,0.41,0.41,0.47,0.51,0.73,0.75,0.78,0.62,0.41,0.49,0.01,0.22,0,0.22,0.19,0.15,0.16,0.04,0.03,0.02,0.02,0.91,0.03,0.19,0.18,0.46,0.58,0.18,0.73,0.07,0.49,0.5,0.01,0.91,0.65,0.13,0.37,0.6,0.08,0.15,0.23,0.22,0.23,0.5,0.44,0.43,0.44,0.34,0.42,0.49,0,0,0.07,0.61,0.64,0.7,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.1,0.15,?,?,?,?,0,?,0.06 +22,?,?,Jenningscity,5,0,0.53,0.51,0.59,0.01,0.01,0.46,0.45,0.26,0.5,0,0,0.09,0.24,0.62,0.26,0.67,0.68,0.36,0.08,0.1,0.13,0.13,0,0,0,0.38,0.03,0.88,0.75,0.73,0.14,0.9,0.08,0.26,0.38,0.6,0.27,0.45,0.34,0.52,0.51,0.59,0.48,0.46,0.51,0.46,0.13,0.13,0.01,0.26,0,0,0,0.15,0.13,0,0,0,0,0.66,0.07,0.42,0.4,0.54,0.47,0.65,0.57,0.23,0.43,0.5,0.02,0.56,0.61,0.5,0.74,0.46,0.68,0.07,0.04,0.05,0.06,0.01,0.05,0.08,0.08,0.59,0.4,0.78,0,0,0.01,0.95,0.69,0.82,0.91,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0.02,?,?,?,?,0,?,0.5 +48,?,?,Corsicanacity,5,0.02,0.45,0.5,0.51,0.05,0.17,0.49,0.49,0.36,0.58,0,0,0.16,0.33,0.56,0.29,0.64,0.4,0.45,0.18,0.2,0.27,0.14,0.09,0.16,0.19,0.22,0.04,0.56,0.57,0.63,0.24,0.53,0.32,0.38,0.48,0.62,0.34,0.53,0.4,0.56,0.57,0.48,0.47,0.43,0.52,0.61,0.51,0.59,0.02,0.29,0.01,0.51,0.52,0.56,0.77,0.15,0.13,0.13,0.17,0.85,0.11,0.31,0.28,0.42,0.36,0.53,0.48,0.27,0.54,0.5,0.05,0.54,0.53,0.22,0.78,0.5,0.74,0.28,0.04,0.05,0.07,0.1,0.17,0.19,0.18,0.47,0.37,0.61,0,0,0.12,0.85,0.54,0.72,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.09,0.01,?,?,?,?,0,?,0.28 +53,?,?,Laceycity,5,0.01,0.36,0.06,0.83,0.37,0.06,0.44,0.48,0.33,0.48,0.03,1,0.29,0.46,0.13,0.54,0.5,0.27,0.81,0.31,0.28,0.28,0.34,0.2,0.18,0.38,0.35,0.01,0.2,0.11,0.18,0.38,0.38,0.45,0.13,0.41,0.24,0.46,0.54,0.31,0.61,0.61,0.4,0.62,0.67,0.7,0.67,0.55,0.59,0.01,0.16,0.01,0.37,0.41,0.5,0.47,0.16,0.16,0.18,0.15,0.86,0.08,0.19,0.17,0.37,0.45,0.32,0.41,0.14,0.55,0,0.02,0.84,0.39,0.11,0.13,0.73,0.11,0.14,0.16,0.14,0.13,0.35,0.34,0.4,0.35,0.47,0.42,0.31,0,0,0.18,0.38,0.33,0.39,0.43,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.16,0.13,?,?,?,?,0,?,0.12 +41,?,?,Milwaukiecity,5,0.01,0.29,0.01,0.94,0.15,0.04,0.32,0.42,0.23,0.49,0.03,1,0.3,0.53,0.19,0.53,0.52,0.21,0.56,0.31,0.3,0.29,0.63,0.25,0.21,0.33,0.45,0.01,0.21,0.14,0.24,0.27,0.26,0.55,0.41,0.3,0.53,0.35,0.67,0.33,0.72,0.73,0.35,0.56,0.62,0.6,0.56,0.57,0.6,0,0.09,0.01,0.09,0.13,0.29,0.36,0.03,0.03,0.07,0.08,0.92,0.05,0.14,0.12,0.32,0.41,0.24,0.53,0.09,0.51,0.5,0.01,0.89,0.49,0.11,0.23,0.52,0.12,0.14,0.14,0.12,0.1,0.33,0.31,0.32,0.3,0.35,0.35,0.36,0.01,0,0.13,0.54,0.53,0.52,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.33,0.21,?,?,?,?,0,?,0.1 +29,?,?,JeffersonCitycity,5,0.04,0.36,0.2,0.83,0.03,0.01,0.36,0.47,0.31,0.49,0,0,0.26,0.54,0.67,0.6,0.52,0.17,0.58,0.35,0.36,0.35,0.38,0.21,0.15,0.16,0.56,0.03,0.25,0.35,0.37,0.44,0.27,0.46,0.13,0.48,0.18,0.57,0.6,0.47,0.5,0.56,0.37,0.65,0.68,0.67,0.62,0.87,0.82,0.01,0.17,0,0.25,0.2,0.32,0.34,0.02,0.02,0.02,0.02,0.95,0.02,0.15,0.12,0.28,0.4,0.15,0.58,0.04,0.49,0.5,0.07,0.67,0.51,0.1,0.34,0.5,0.24,0.11,0.11,0.1,0.11,0.14,0.16,0.14,0.17,0.28,0.17,0.26,0.02,0,0.04,0.8,0.49,0.57,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.11,0.07,?,?,?,?,0,?,0.09 +8,41,90741,ColoradoSpringsdivision,5,0.44,0.38,0.14,0.78,0.15,0.17,0.41,0.54,0.34,0.27,0.45,1,0.28,0.67,0.27,0.52,0.3,0.25,0.54,0.29,0.3,0.31,0.26,0.18,0.19,0.26,0.31,0.28,0.28,0.12,0.19,0.43,0.42,0.59,0.35,0.47,0.28,0.49,0.59,0.35,0.67,0.66,0.44,0.62,0.65,0.67,0.58,0.48,0.5,0.1,0.19,0.09,0.3,0.33,0.37,0.38,0.1,0.09,0.1,0.09,0.85,0.06,0.18,0.16,0.4,0.46,0.37,0.46,0.13,0.51,0.5,0.74,0.54,0.44,0.1,0.44,0.71,0.24,0.1,0.17,0.17,0.16,0.28,0.29,0.32,0.27,0.47,0.53,0.29,0.16,0.06,0.14,0.24,0.33,0.42,0.18,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.4,0.18,0.07,?,?,?,?,0,?,0.21 +16,?,?,Rexburgcity,5,0.01,1,0.01,0.94,0.09,0.06,1,1,1,0.11,0,0,0.13,0.79,1,0.48,0.21,0.18,0.13,0.14,0.05,0.04,0.05,0.06,0.05,0.26,0.22,0.05,1,0.16,0.18,0.31,0.57,0.11,0.2,0.88,0.41,0.35,0,1,0,0,0.9,0.85,0.88,0.86,0.85,0.32,0.3,0,0.02,0,1,1,1,0.99,0.52,0.39,0.31,0.26,0.9,0.07,1,1,1,1,1,0.21,1,0.42,0.5,0.01,0.87,0.25,0.11,0.46,0.71,0.27,0.05,0.14,0.13,0.13,0.08,0.15,0.38,0.13,0.48,0.4,0.22,0,0,0.15,0.41,0.13,0,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.28,0.03,?,?,?,?,0,?,0.02 +12,?,?,Palatkacity,5,0,0.4,0.91,0.28,0.01,0.03,0.49,0.46,0.3,0.6,0,0,0.05,0.15,0.5,0.22,0.72,1,0.45,0.07,0.1,0.2,0.11,0.02,0,0.02,0.26,0.03,0.98,0.6,0.72,0.12,0.82,0.13,0.45,0.41,0.56,0.29,0.7,0.44,0.8,0.81,0.56,0.02,0,0.02,0,0.54,0.46,0.02,0.8,0,0.21,0.28,0.23,0.27,0.01,0.02,0.01,0.01,0.96,0.04,0.48,0.39,0.41,0.35,0.51,0.36,0.29,0.62,0,0.02,0.65,0.41,0.28,0.34,0.54,0.97,1,0.05,0.04,0.05,0,0.07,0.13,0.05,0.55,0.12,0.37,0,0.03,0.02,0.64,0.52,0.74,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.13,0.14,?,?,?,?,0,?,1 +6,?,?,BuenaParkcity,5,0.09,0.67,0.05,0.56,0.89,0.45,0.41,0.55,0.36,0.24,0.11,1,0.49,0.78,0.11,0.38,0.31,0.35,0.4,0.45,0.34,0.37,0.37,0.21,0.31,0.31,0.38,0.05,0.2,0.27,0.4,0.24,0.34,0.63,0.56,0.17,0.42,0.34,0.52,0.48,0.57,0.57,0.69,0.63,0.59,0.65,0.69,0.43,0.45,0.03,0.22,0.1,0.38,0.55,0.61,0.65,0.61,0.76,0.78,0.76,0.43,0.49,0.54,0.54,0.73,0.7,0.75,0.44,0.65,0.48,0.5,0.05,0.85,0.46,0.03,0.08,0.5,0.1,0.32,0.58,0.54,0.49,0.75,0.67,0.76,0.66,0.62,0.59,0.15,0,0.02,0.67,0.45,0.47,0.54,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.54,0.09,?,?,?,?,0,?,0.24 +53,?,?,Olympiacity,5,0.04,0.23,0.02,0.88,0.29,0.05,0.36,0.45,0.3,0.46,0.05,1,0.27,0.5,0.44,0.61,0.46,0.32,0.63,0.34,0.35,0.35,0.34,0.16,0.26,0.4,0.39,0.04,0.34,0.11,0.17,0.54,0.42,0.5,0.15,0.46,0.22,0.64,0.74,0.42,0.77,0.79,0.32,0.51,0.57,0.58,0.4,0.6,0.73,0.01,0.22,0.01,0.24,0.29,0.38,0.45,0.1,0.11,0.13,0.14,0.89,0.07,0.13,0.1,0.24,0.35,0.2,0.45,0.11,0.62,0,0.05,0.76,0.41,0.14,0.18,0.65,0.17,0.47,0.16,0.15,0.16,0.3,0.32,0.34,0.33,0.56,0.38,0.24,0.02,0.02,0.18,0.44,0.3,0.45,0.55,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.17,0.18,?,?,?,?,0,?,0.13 +54,?,?,Weirtoncity,5,0.02,0.32,0.08,0.93,0.02,0.01,0.33,0.33,0.2,0.68,0.03,1,0.27,0.32,0.14,0.59,0.73,0.29,0.86,0.3,0.3,0.28,0.27,0.13,1,0,0.55,0.02,0.24,0.43,0.45,0.17,0.42,0.22,0.85,0.35,0.68,0.25,0.4,0.28,0.37,0.4,0.33,0.66,0.69,0.68,0.8,0.33,0.25,0.01,0.09,0,0.03,0.03,0.04,0.03,0.01,0.01,0.01,0.01,0.85,0.06,0.08,0.09,0.34,0.38,0.26,0.71,0.04,0.41,0.5,0.03,0.81,0.68,0.18,0.69,0.33,0.19,0.03,0.07,0.07,0.07,0.12,0.14,0.13,0.18,0.2,0.01,0.24,0,0,0.1,0.5,0.86,0.84,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.1,0.05,?,?,?,?,0,?,0.1 +40,?,?,Tahlequahcity,5,0,0.37,0.05,0.52,0.02,0.03,0.71,0.73,0.7,0.45,0,0,0.05,0.43,0.64,0.31,0.47,0.54,0.36,0.1,0.16,0.2,0.1,0.11,0,0.31,0.37,0.03,0.89,0.46,0.42,0.47,0.66,0.27,0.1,0.9,0.34,0.47,0.56,0.54,0.67,0.66,0.35,0.35,0.43,0.37,0.45,0.42,0.4,0,0.16,0,0.77,0.92,0.86,0.84,0.05,0.05,0.04,0.04,0.95,0.06,0.17,0.15,0.29,0.3,0.34,0.35,0.19,0.63,0,0.02,0.58,0.37,0.16,0.37,0.63,0.81,0.06,0.06,0.06,0.08,0.11,0.14,0.14,0.13,1,0.4,0.42,0.03,0,0.02,0.68,0.26,0.33,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.15,0,?,?,?,?,0,?,0.12 +34,23,20230,Edisontownship,5,0.13,0.51,0.11,0.69,0.84,0.08,0.3,0.47,0.27,0.34,0.14,1,0.63,0.79,0.15,0.69,0.32,0.12,0.39,0.62,0.54,0.57,0.4,0.22,0.37,0.53,0.61,0.03,0.08,0.18,0.25,0.55,0.24,0.66,0.41,0.4,0.28,0.58,0.27,0.43,0.27,0.27,0.52,0.85,0.84,0.91,0.77,0.44,0.47,0.01,0.06,0.11,0.37,0.5,0.57,0.58,0.46,0.54,0.56,0.53,0.6,0.17,0.21,0.22,0.53,0.61,0.37,0.66,0.15,0.49,0.5,0.05,0.9,0.61,0.07,0.34,0.58,0.03,0.12,0.49,0.48,0.49,0.69,0.63,0.68,0.63,0.3,0.54,0.54,0.06,0,0.53,0.53,0.62,0.57,0.57,0.03,0.18,0.98,0.1,0.02,0.11,0.2,0.18,0.57,0.99,0.01,0,0,0.01,0.03,0.14,0.11,0.09,0.25,0.56,0.01,0.03,0,0,0.41,0.14,0.06 +34,5,43740,MapleShadetownship,5,0.01,0.24,0.11,0.87,0.13,0.04,0.24,0.52,0.28,0.54,0.03,1,0.35,0.68,0.13,0.5,0.46,0.11,0.5,0.38,0.39,0.38,0.42,0.69,0.29,0.39,0.5,0,0.06,0.26,0.45,0.24,0.28,0.64,0.37,0.33,0.36,0.39,0.61,0.47,0.54,0.59,0.35,0.65,0.67,0.79,0.63,0.55,0.58,0,0.14,0.01,0.33,0.45,0.53,0.52,0.1,0.12,0.12,0.11,0.89,0.05,0.13,0.1,0.25,0.45,0.13,0.47,0.06,0.77,0,0.03,0.74,0.38,0.23,0.09,0.52,0.09,0.06,0.24,0.21,0.19,0.58,0.52,0.54,0.51,0.38,0.58,0.68,0,0,0.12,0.41,0.58,0.51,0.57,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.42,0.23,?,?,?,?,0,?,0.12 +25,9,32310,Ipswichtown,5,0,0.38,0.01,0.99,0.02,0.01,0.27,0.33,0.18,0.47,0,0,0.51,0.6,0.16,0.64,0.45,0.25,0.5,0.56,0.52,0.5,0.08,0,0.22,0.02,0.24,0,0.13,0.15,0.21,0.54,0.39,0.59,0.35,0.56,0.23,0.69,0.36,0.37,0.4,0.4,0.42,0.75,0.76,0.86,0.67,0.36,0.55,0,0.17,0,0.27,0.24,0.28,0.26,0.07,0.05,0.06,0.05,0.9,0.08,0.14,0.14,0.4,0.49,0.22,0.69,0.03,0.48,0.5,0.02,0.62,0.63,0.06,0.42,0.33,0.07,0.12,0.51,0.5,0.5,0.4,0.54,0.66,0.52,0.36,0.63,0.58,0,0,0.1,0.75,0.76,0.82,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.03,0.25,?,?,?,?,0,?,0.06 +44,7,52480,NorthSmithfieldtown,5,0,0.52,0,0.99,0.04,0.01,0.4,0.36,0.24,0.55,0.01,0.65,0.49,0.57,0.47,0.64,0.58,0.13,0.54,0.49,0.38,0.37,0,0.21,0.27,0,0.32,0,0.09,0.43,0.49,0.33,0.38,0.5,0.5,0.55,0.36,0.48,0.21,0.31,0.14,0.18,0.49,0.92,0.91,0.93,0.79,0.57,0.73,0,0.06,0,0.18,0.14,0.15,0.13,0.05,0.04,0.04,0.03,0.69,0.09,0.14,0.16,0.54,0.59,0.22,0.85,0.02,0.33,0.5,0,0.92,0.79,0.22,0.54,0.42,0.01,0,0.36,0.36,0.36,0.23,0.38,0.48,0.4,0.33,0.44,0.61,0,0,0.12,0.78,0.82,0.91,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.04,0.06,?,?,?,?,0,?,0.22 +13,?,?,Statesborocity,5,0.01,0.63,0.62,0.5,0.06,0.01,1,1,1,0.35,0,0,0.09,0.59,0.15,0.35,0.48,0.39,0.34,0.18,0.14,0.18,0.15,0.12,0.17,0.26,0.17,0.04,0.88,0.47,0.53,0.43,0.48,0.23,0.31,0.75,0.37,0.43,0.25,1,0.24,0.25,0.42,0.32,0.3,0.42,0.3,0.78,0.77,0.02,0.65,0,0.93,0.75,0.76,0.69,0.13,0.09,0.08,0.07,0.93,0.06,0.26,0.18,0.33,0.35,0.38,0.3,0.23,0.62,0,0.03,0.64,0.31,0.03,0.25,0.65,0.54,0.71,0.09,0.09,0.1,0.1,0.16,0.2,0.17,1,0.35,0.47,0,0,0.05,0.72,0.27,0.22,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.17,0.01,?,?,?,?,0,?,0.15 +42,3,50784,Moontownship,5,0.02,0.47,0.06,0.94,0.06,0.01,0.45,0.49,0.36,0.28,0.03,0.86,0.5,0.77,0.09,0.68,0.3,0.12,0.45,0.52,0.45,0.44,0.31,0,0.33,0.44,0.5,0.01,0.15,0.12,0.15,0.47,0.22,0.59,0.28,0.38,0.18,0.58,0.33,0.43,0.3,0.32,0.47,0.84,0.86,0.88,0.63,0.25,0.3,0,0.1,0,0.28,0.28,0.37,0.34,0.06,0.06,0.07,0.06,0.9,0.03,0.13,0.13,0.45,0.51,0.24,0.75,0.04,0.36,0.5,0.03,0.67,0.69,0.04,0.23,0.58,0.01,0.05,0.18,0.17,0.18,0.35,0.38,0.42,0.39,0.31,0.3,0.37,0,0,0.09,0.73,0.66,0.66,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.07,0.16,?,?,?,?,0,?,0.03 +28,?,?,Hattiesburgcity,5,0.05,0.43,0.79,0.36,0.06,0.02,0.74,0.81,0.76,0.39,0.07,1,0.07,0.47,0.31,0.28,0.46,0.53,0.33,0.11,0.17,0.28,0.12,0.08,0.15,0.26,0.74,0.12,0.96,0.38,0.45,0.43,0.65,0.28,0.23,0.8,0.33,0.49,0.56,0.79,0.58,0.6,0.47,0.17,0.16,0.27,0.2,0.55,0.38,0.06,0.75,0.01,0.71,0.8,0.71,0.65,0.12,0.12,0.09,0.08,0.94,0.04,0.32,0.24,0.32,0.4,0.3,0.35,0.22,0.58,0,0.09,0.59,0.33,0.31,0.51,0.56,0.63,0.47,0.06,0.06,0.08,0.11,0.16,0.15,0.14,0.64,0.39,0.39,0.01,0,0.07,0.75,0.36,0.36,0.61,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.14,0.03,?,?,?,?,0,?,0.3 +29,?,?,Marshallcity,5,0,0.46,0.15,0.87,0.02,0.02,0.55,0.54,0.43,0.52,0,0,0.16,0.46,1,0.4,0.63,0.33,0.49,0.18,0.19,0.19,0.16,0.36,0.06,0.29,0.26,0.01,0.35,0.59,0.59,0.23,0.32,0.39,0.45,0.77,0.54,0.26,0.55,0.55,0.57,0.58,0.4,0.51,0.51,0.4,0.59,0.84,0.78,0.01,0.25,0,0.27,0.44,0.36,0.48,0.01,0.01,0.01,0.01,0.97,0,0.2,0.17,0.34,0.34,0.37,0.58,0.08,0.54,0.5,0.02,0.65,0.59,0.1,0.43,0.54,0.46,0.09,0.05,0.05,0.06,0.08,0.11,0.12,0.17,0.32,0.37,0.35,0,0,0,0.81,0.53,0.67,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.11,0.01,?,?,?,?,0,?,0.02 +48,?,?,LeagueCitycity,5,0.03,0.54,0.1,0.82,0.14,0.22,0.4,0.5,0.24,0.11,0.05,0.99,0.55,0.89,0.34,0.53,0.12,0.07,0.18,0.5,0.44,0.44,0.38,0.34,0.31,0.29,0.32,0.01,0.12,0.12,0.16,0.52,0.14,0.77,0.5,0.42,0.23,0.63,0.43,0.3,0.49,0.47,0.56,0.81,0.82,0.88,0.72,0.45,0.48,0,0.08,0.01,0.19,0.27,0.42,0.6,0.08,0.1,0.14,0.18,0.78,0.13,0.2,0.22,0.59,0.62,0.48,0.68,0.2,0.27,0.5,0.04,0.72,0.66,0.16,0.46,0.88,0.19,0.33,0.15,0.13,0.13,0.39,0.41,0.47,0.45,0.24,0.41,0.26,0,0,0.17,0.53,0.35,0.32,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.15,0.05,0.07,?,?,?,?,0,?,0.05 +25,23,60330,Scituatetown,5,0.01,0.51,0.01,0.97,0.03,0.01,0.34,0.36,0.25,0.41,0.02,0.85,0.67,0.62,0.22,0.63,0.46,0.22,0.65,0.67,0.58,0.57,0.29,0.38,0.39,0.36,0.53,0.01,0.09,0.06,0.09,0.65,0.27,0.59,0.21,0.61,0.14,0.71,0.27,0.4,0.34,0.32,0.54,0.82,0.85,0.89,0.87,0.45,0.49,0,0.03,0,0.35,0.44,0.41,0.38,0.09,0.1,0.09,0.07,0.94,0.04,0.23,0.24,0.54,0.59,0.28,0.84,0.03,0.24,0.5,0.05,0.42,0.79,0.72,1,0.31,0.04,0.11,0.55,0.53,0.52,0.29,0.54,0.79,0.54,0.33,0.59,0.4,0,0,0.11,0.78,0.81,0.76,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.08,0.3,?,?,?,?,0,?,0.02 +25,17,15060,Concordtown,5,0.01,0.62,0.05,0.91,0.12,0.05,0.3,0.37,0.23,0.4,0.02,0.79,0.96,0.65,0.62,0.9,0.41,0.08,0.56,0.97,0.91,0.93,0.15,0.15,0.55,0.07,0.16,0,0.07,0.09,0.1,0.92,0.21,0.44,0.42,0.75,0.07,0.99,0.45,0.48,0.28,0.37,0.47,0.88,0.87,0.91,0.8,0.36,0.39,0,0.03,0.01,0.21,0.34,0.42,0.43,0.1,0.14,0.16,0.15,0.87,0.05,0.15,0.17,0.51,0.55,0.3,0.8,0.01,0.25,0.5,0.01,0.87,0.75,0.14,0.47,0.35,0.01,0.08,0.78,0.85,0.98,0.68,0.84,1,0.85,0.44,0.34,0.36,0,0,0.19,0.56,0.65,0.67,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.06,0.33,?,?,?,?,0,?,0.02 +6,?,?,Rocklincity,5,0.01,0.46,0.01,0.91,0.16,0.13,0.37,0.41,0.23,0.29,0.03,1,0.47,0.58,0.32,0.55,0.32,0.29,0.47,0.46,0.43,0.42,0.54,0.19,0.32,0.34,0.41,0.01,0.14,0.09,0.16,0.42,0.24,0.65,0.27,0.29,0.29,0.51,0.49,0.26,0.56,0.54,0.45,0.73,0.76,0.83,0.5,0.38,0.5,0,0.09,0.01,0.12,0.19,0.22,0.2,0.04,0.05,0.06,0.05,0.89,0.04,0.17,0.18,0.51,0.52,0.49,0.61,0.14,0.36,0.5,0.02,0.74,0.61,0.03,0.14,0.9,0.07,0.12,0.43,0.45,0.46,0.51,0.54,0.63,0.57,0.59,0.73,0.33,0,0,0.13,0.6,0.21,0.18,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.13,0.07,?,?,?,?,0,?,0.07 +12,?,?,CocoaBeachcity,5,0,0.1,0.01,0.98,0.05,0.05,0.15,0.22,0.13,1,0.02,1,0.4,0.2,0.08,0.76,0.79,0.14,1,0.44,0.63,0.61,0.34,0.17,0.27,0,0.39,0.01,0.13,0.09,0.14,0.56,0.19,0.22,0.34,0.34,0.2,0.68,0.72,0.3,0.55,0.64,0.06,0.54,0.55,0.66,0.69,0.37,0.49,0,0.06,0.01,0.15,0.2,0.2,0.21,0.08,0.09,0.09,0.08,0.89,0.06,0.02,0.03,0.12,0.11,0.2,0.61,0.06,0.7,0,0.12,0,0.62,0.01,0.18,0.67,0.13,0,0.27,0.3,0.33,0.42,0.43,0.54,0.44,0.44,0.32,0.39,0,0.01,0.22,0.05,0.5,0.48,0.31,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.21,0.01,?,?,?,?,0,?,0.26 +42,3,85188,Wilkinsburgborough,5,0.02,0.17,1,0.18,0.03,0.01,0.27,0.41,0.23,0.53,0.03,1,0.18,0.43,0.12,0.38,0.51,0.56,0.57,0.21,0.27,0.36,0.27,0.11,0.7,0.39,0.31,0.03,0.45,0.18,0.32,0.36,0.58,0.4,0.18,0.78,0.29,0.52,0.7,0.65,0.73,0.76,0.35,0.12,0.18,0.32,0.18,0.42,0.45,0.03,0.66,0,0.5,0.39,0.32,0.33,0.07,0.05,0.04,0.03,0.94,0.04,0.2,0.13,0.19,0.34,0.15,0.32,0.05,0.7,0,0.08,0.43,0.27,0.59,0.59,0.04,0.13,0.56,0.05,0.04,0.06,0.24,0.25,0.26,0.25,0.53,0.41,0.47,0,0,0.06,0.86,0.6,0.87,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.77,1,?,?,?,?,0,?,1 +6,?,?,Turlockcity,5,0.05,0.55,0.02,0.74,0.27,0.39,0.44,0.53,0.34,0.38,0,0,0.26,0.55,0.56,0.36,0.43,0.66,0.35,0.26,0.23,0.25,0.25,0.21,0.24,0.2,0.26,0.05,0.34,0.55,0.53,0.26,0.58,0.41,0.47,0.42,0.57,0.33,0.45,0.39,0.56,0.53,0.6,0.61,0.61,0.71,0.58,0.41,0.37,0.02,0.22,0.05,0.33,0.38,0.43,0.48,0.43,0.44,0.46,0.46,0.49,0.53,0.4,0.37,0.58,0.57,0.59,0.39,0.48,0.56,0,0.04,0.83,0.41,0.28,0.19,0.77,0.17,0.23,0.29,0.29,0.28,0.35,0.35,0.37,0.33,0.57,0.58,0.25,0.05,0,0.56,0.57,0.31,0.52,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.37,0.03,?,?,?,?,0,?,0.35 +12,?,?,PortOrangecity,5,0.04,0.29,0.02,0.97,0.05,0.03,0.26,0.3,0.18,0.81,0.06,1,0.25,0.28,0.27,0.54,0.78,0.13,0.88,0.25,0.28,0.27,0.41,0.19,0.12,0.35,0.43,0.03,0.21,0.18,0.34,0.23,0.25,0.36,0.15,0.38,0.23,0.37,0.48,0.21,0.49,0.5,0.23,0.7,0.7,0.81,0.53,0.65,0.77,0.01,0.07,0.01,0.06,0.1,0.12,0.15,0.02,0.03,0.04,0.04,0.88,0.04,0.07,0.08,0.32,0.29,0.38,0.75,0.07,0.64,0,0.11,0.49,0.77,0.04,0.22,0.88,0.13,0.15,0.18,0.16,0.14,0.41,0.39,0.41,0.44,0.63,0.65,0.24,0,0,0.16,0.13,0.36,0.42,0.22,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.15,0.03,?,?,?,?,0,?,0.08 +9,3,52140,Newingtontown,5,0.03,0.41,0.03,0.95,0.08,0.04,0.3,0.38,0.24,0.58,0.05,1,0.56,0.65,0.11,0.74,0.57,0.12,0.7,0.54,0.5,0.48,0.52,0.14,0.36,0.62,0.6,0,0.03,0.3,0.33,0.4,0.16,0.63,0.34,0.43,0.22,0.53,0.32,0.39,0.35,0.35,0.41,0.78,0.8,0.89,0.66,0.73,0.83,0,0.07,0.02,0.11,0.13,0.21,0.22,0.09,0.09,0.13,0.12,0.7,0.16,0.13,0.13,0.44,0.45,0.28,0.82,0.04,0.45,0.5,0.02,0.89,0.79,0.02,0.46,0.52,0.01,0.11,0.44,0.42,0.38,0.63,0.64,0.67,0.65,0.4,0.47,0.37,0,0,0.32,0.68,0.76,0.89,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.18,0.08,?,?,?,?,0,?,0.03 +44,5,70880,Tivertontown,5,0.01,0.46,0,0.99,0.02,0.02,0.37,0.4,0.28,0.49,0.01,0.6,0.4,0.49,0.57,0.6,0.6,0.28,0.74,0.4,0.37,0.36,0,0.26,0.23,0,0.71,0.01,0.13,0.46,0.51,0.3,0.32,0.56,0.39,0.44,0.38,0.39,0.27,0.34,0.25,0.26,0.47,0.84,0.82,0.82,0.6,0.51,0.63,0,0.06,0,0.06,0.07,0.1,0.09,0.02,0.02,0.03,0.02,0.8,0.1,0.18,0.19,0.51,0.52,0.35,0.84,0.04,0.39,0.5,0.02,0.76,0.81,0.22,0.72,0.44,0.03,0.32,0.33,0.34,0.35,0.31,0.39,0.52,0.43,0.52,0.53,0.65,0,0,0.13,0.1,0.86,0.75,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.04,0.02,?,?,?,?,0,?,0.02 +42,3,69584,Shalertownship,5,0.03,0.43,0,0.99,0.04,0.01,0.28,0.35,0.21,0.54,0.05,1,0.42,0.57,0.07,0.74,0.59,0.11,0.67,0.4,0.37,0.36,0.58,0.18,0.34,0.37,0.75,0.01,0.06,0.2,0.29,0.33,0.19,0.52,0.31,0.49,0.27,0.48,0.18,0.3,0.16,0.18,0.42,0.89,0.9,0.91,0.87,0.49,0.5,0,0.03,0.01,0.33,0.3,0.28,0.28,0.06,0.05,0.04,0.04,0.91,0.02,0.13,0.15,0.47,0.48,0.25,0.89,0.02,0.26,0.5,0.01,0.96,0.86,0.14,0.43,0.4,0.02,0.13,0.15,0.13,0.13,0.31,0.31,0.3,0.33,0.23,0.37,0.49,0,0,0.07,0.96,0.91,0.97,0.9,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.23,0.34,?,?,?,?,0,?,0.03 +12,?,?,NorthPalmBeachvillage,5,0,0.12,0.01,0.99,0.03,0.04,0.14,0.17,0.1,1,0.02,1,0.44,0.21,0.21,0.8,0.91,0.09,0.8,0.52,0.75,0.72,0,0,0.86,0.32,0.58,0,0.09,0.06,0.15,0.5,0.13,0.23,0.37,0.42,0.12,0.65,0.49,0.21,0.42,0.46,0.11,0.75,0.79,0.78,0.91,0.65,0.75,0,0.06,0,0.15,0.17,0.18,0.24,0.07,0.07,0.07,0.08,0.88,0.02,0.03,0.03,0.14,0.16,0.08,0.78,0.02,0.67,0,0.06,0.22,0.75,0.22,0.34,0.65,0.01,0,0.28,0.31,0.4,0.58,0.53,0.69,0.56,0.56,0.38,0.46,0,0,0.2,0.08,0.65,0.66,0.52,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.29,0,?,?,?,?,0,?,0.11 +6,?,?,Atwatercity,5,0.02,0.67,0.18,0.59,0.42,0.34,0.44,0.57,0.32,0.19,0,0,0.25,0.66,0.43,0.36,0.26,0.66,0.63,0.22,0.18,0.19,0.29,0.2,0.15,0.18,0.23,0.02,0.33,0.36,0.39,0.21,0.51,0.56,0.24,0.53,0.46,0.31,0.46,0.26,0.56,0.53,0.69,0.63,0.64,0.61,0.54,0.56,0.51,0.01,0.23,0.02,0.31,0.34,0.4,0.4,0.24,0.23,0.25,0.22,0.67,0.28,0.44,0.46,0.73,0.57,0.87,0.28,0.52,0.46,0.5,0.01,0.9,0.37,0.2,0.22,0.71,0.25,0.16,0.2,0.19,0.18,0.34,0.31,0.32,0.31,0.52,0.49,0.28,0.01,0,0.32,0.4,0.24,0.37,0.28,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.36,0.02,?,?,?,?,0,?,0.29 +39,81,74608,Steubenvillecity,5,0.02,0.34,0.3,0.75,0.04,0.02,0.41,0.4,0.32,0.74,0.03,1,0.1,0.01,0.13,0.39,0.81,0.94,0.7,0.15,0.21,0.21,0.18,0.07,1,0.37,0.65,0.05,0.64,0.43,0.54,0.2,0.8,0.04,0.49,0.66,0.5,0.38,0.52,0.45,0.49,0.53,0.36,0.37,0.43,0.43,0.38,0.17,0.05,0.02,0.4,0.01,0.19,0.15,0.23,0.24,0.05,0.03,0.05,0.04,0.87,0.05,0.18,0.16,0.29,0.34,0.26,0.52,0.04,0.5,0.5,0.05,0.58,0.5,0.75,0.85,0.19,0.34,0.64,0.05,0.05,0.07,0.04,0.08,0.1,0.09,0.58,0.11,0.37,0.01,0,0.1,0.7,0.67,0.78,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.23,0.06,?,?,?,?,0,?,0.79 +6,?,?,SanClementecity,5,0.05,0.34,0.01,0.88,0.17,0.24,0.28,0.44,0.27,0.43,0.07,1,0.57,0.53,0.34,0.56,0.4,0.11,0.52,0.61,0.64,0.64,0.33,0.66,0.49,0.38,0.44,0.03,0.17,0.11,0.14,0.52,0.18,0.62,0.24,0.36,0.2,0.55,0.56,0.42,0.59,0.59,0.33,0.7,0.72,0.86,0.5,0.45,0.43,0.01,0.09,0.03,0.5,0.5,0.53,0.55,0.42,0.38,0.36,0.34,0.75,0.25,0.19,0.17,0.38,0.37,0.41,0.48,0.24,0.58,0,0.11,0.55,0.49,0,0.18,0.73,0.07,0.16,0.8,0.85,0.92,0.78,0.73,0.89,0.72,0.73,0.89,0.24,0.01,0,0.36,0.42,0.24,0.51,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.2,0.06,?,?,?,?,0,?,0.13 +9,1,33620,Greenwichtown,5,0.08,0.43,0.04,0.9,0.21,0.08,0.29,0.35,0.22,0.52,0.08,0.87,0.88,0.62,0.38,0.83,0.51,0.1,0.52,0.98,1,1,0.31,0.01,0.82,0.3,0.77,0.02,0.06,0.15,0.17,0.8,0.19,0.5,0.23,0.52,0.1,0.8,0.27,0.4,0.3,0.3,0.44,0.82,0.84,0.93,0.75,0.05,0.05,0.01,0.08,0.07,0.63,0.57,0.56,0.55,0.77,0.61,0.55,0.49,0.7,0.17,0.21,0.21,0.46,0.51,0.35,0.65,0.06,0.33,0.5,0.07,0.79,0.62,0.06,0.57,0.27,0.06,0.19,1,1,1,0.72,0.91,1,0.94,0.4,0.41,0.43,0.04,0.01,0.52,0.26,0.68,0.65,0.4,0.02,0.26,0.97,0.3,0.02,0.12,0.15,0.26,0.74,0.76,0.1,0.02,0,0.08,0.01,0.21,0.24,0.14,0.1,0.88,0.02,0.03,0.73,0,0.13,0.23,0.02 +42,71,81168,Warwicktownship,5,0,0.58,0,0.99,0.04,0.01,0.37,0.41,0.22,0.27,0.01,0.28,0.49,0.8,0.7,0.75,0.35,0.07,0.28,0.44,0.34,0.32,0.44,0.2,0.38,0,0.74,0,0.06,0.3,0.38,0.3,0.09,0.77,0.68,0.29,0.59,0.36,0.23,0.22,0.19,0.21,0.55,0.92,0.93,0.95,0.87,0.52,0.67,0,0.06,0,0.24,0.27,0.22,0.23,0.02,0.02,0.02,0.02,0.94,0.01,0.2,0.23,0.63,0.62,0.57,0.83,0.04,0.2,0.5,0,0.93,0.83,0.14,0.48,0.73,0.05,0.35,0.25,0.23,0.23,0.31,0.33,0.37,0.37,0.22,0.41,0.17,0,0,0.04,0.88,0.64,0.77,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.05,0.02,?,?,?,?,0,?,0.01 +48,?,?,Mesquitecity,5,0.15,0.53,0.11,0.81,0.16,0.16,0.42,0.54,0.29,0.13,0.16,1,0.4,0.83,0.28,0.37,0.18,0.18,0.22,0.39,0.31,0.31,0.31,0.22,0.3,0.31,0.37,0.07,0.19,0.18,0.31,0.28,0.27,0.77,0.31,0.28,0.31,0.39,0.53,0.27,0.67,0.64,0.56,0.68,0.68,0.72,0.59,0.73,0.73,0.03,0.14,0.03,0.25,0.38,0.46,0.54,0.08,0.11,0.12,0.13,0.84,0.08,0.23,0.24,0.58,0.64,0.47,0.59,0.22,0.38,0.5,0.18,0.65,0.56,0.4,0.5,0.79,0.23,0.09,0.13,0.13,0.12,0.36,0.33,0.37,0.34,0.37,0.46,0.36,0,0.01,0.13,0.7,0.41,0.75,0.78,0.02,0.12,0.97,0.14,0.03,0.12,0.3,0.12,0.85,0.88,0.06,0.08,0,0.1,0.03,0.5,0.02,0.12,0.2,0.07,0.12,0.02,0.68,0,0.58,0.09,0.23 +6,?,?,SanPablocity,5,0.02,0.56,0.42,0.23,1,0.5,0.4,0.53,0.32,0.32,0.04,1,0.23,0.45,0,0.24,0.39,1,0.37,0.22,0.18,0.2,0.27,0.14,0.22,0.26,0.28,0.04,0.5,0.48,0.6,0.17,0.69,0.37,0.34,0.33,0.51,0.15,0.77,0.55,0.84,0.84,0.73,0.3,0.37,0.29,0.24,0.46,0.34,0.03,0.6,0.04,0.52,0.57,0.68,0.75,0.96,0.93,1,1,0.31,0.69,0.71,0.6,0.59,0.59,0.61,0.32,0.84,0.82,0,0.04,0.7,0.34,0.29,0.21,0.5,0.37,0.37,0.28,0.27,0.26,0.47,0.46,0.51,0.46,0.88,0.65,0.24,0.01,0.11,0.79,0.45,0.32,0.47,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.81,0.63,?,?,?,?,0,?,1 +6,?,?,Newarkcity,5,0.04,0.7,0.08,0.52,0.98,0.42,0.42,0.54,0.32,0.14,0.06,1,0.64,0.87,0.37,0.5,0.22,0.33,0.38,0.56,0.4,0.42,0.41,0.22,0.34,0.37,0.42,0.02,0.12,0.27,0.36,0.33,0.31,0.75,0.66,0.21,0.47,0.36,0.44,0.45,0.49,0.48,0.72,0.73,0.68,0.75,0.74,0.5,0.54,0.01,0.17,0.05,0.3,0.4,0.47,0.52,0.44,0.52,0.55,0.56,0.48,0.33,0.55,0.56,0.77,0.7,0.84,0.65,0.44,0.31,0.5,0.01,0.95,0.68,0,0.05,0.65,0.05,0.25,0.61,0.6,0.56,0.77,0.74,0.87,0.74,0.69,0.68,0.17,0.02,0,0.62,0.51,0.54,0.6,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.23,0.19,?,?,?,?,0,?,0.33 +18,?,?,Hammondcity,5,0.12,0.42,0.18,0.77,0.02,0.22,0.41,0.48,0.28,0.48,0.13,1,0.25,0.43,0.14,0.42,0.61,0.39,0.65,0.27,0.22,0.23,0.21,0.11,0.28,0.27,0.3,0.1,0.35,0.35,0.53,0.13,0.59,0.37,0.61,0.27,0.65,0.21,0.61,0.45,0.55,0.6,0.55,0.5,0.5,0.51,0.57,0.25,0.27,0.06,0.33,0.02,0.1,0.15,0.17,0.19,0.03,0.04,0.04,0.04,0.79,0.09,0.36,0.31,0.46,0.51,0.38,0.6,0.17,0.58,0,0.09,0.81,0.57,0.49,0.45,0.21,0.37,0.16,0.08,0.06,0.05,0.18,0.21,0.24,0.23,0.36,0.12,0.47,0.08,0.06,0.13,0.6,0.73,0.81,0.65,0.03,0.21,0.96,0.24,0.04,0.18,0.28,0.21,0.86,0.85,0.07,0.16,0,0.15,0.01,0.71,0.1,0.06,0.31,0.25,0.05,0.02,0.67,1,0.22,0.1,0.58 +12,?,?,PinellasParkcity,5,0.05,0.3,0.02,0.95,0.11,0.06,0.27,0.38,0.21,0.79,0.07,1,0.24,0.33,0.12,0.5,0.74,0.25,0.75,0.25,0.26,0.25,0.26,0.23,0.24,0.16,0.31,0.04,0.24,0.26,0.45,0.16,0.22,0.4,0.46,0.23,0.41,0.28,0.61,0.25,0.61,0.64,0.27,0.56,0.57,0.64,0.6,0.76,0.78,0.01,0.08,0.02,0.26,0.29,0.31,0.31,0.12,0.11,0.11,0.1,0.87,0.09,0.15,0.14,0.31,0.27,0.43,0.66,0.12,0.76,0,0.13,0.51,0.7,0.05,0.25,0.75,0.24,0.08,0.13,0.11,0.09,0.38,0.35,0.36,0.38,0.51,0.51,0.28,0.01,0.03,0.18,0.16,0.48,0.65,0.48,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.26,0.04,?,?,?,?,0,?,0.18 +6,?,?,Salinascity,5,0.16,0.76,0.06,0.31,0.5,0.94,0.49,0.6,0.39,0.24,0.17,1,0.32,0.66,0.33,0.3,0.35,0.57,0.45,0.28,0.21,0.3,0.3,0.2,0.29,0.19,0.24,0.15,0.41,0.81,0.66,0.19,0.74,0.5,0.2,0.25,0.41,0.23,0.47,0.49,0.62,0.57,0.87,0.56,0.54,0.58,0.55,0.54,0.49,0.09,0.4,0.19,0.31,0.42,0.51,0.54,0.57,0.68,0.75,0.73,0.17,1,0.91,0.86,0.8,0.71,0.86,0.27,1,0.66,0,0.06,0.88,0.33,0.08,0.15,0.65,0.24,0.42,0.42,0.41,0.38,0.51,0.49,0.57,0.48,0.6,0.65,0.15,0.04,0.2,0.79,0.48,0.37,0.67,0.69,0.02,0.09,0.97,0.12,0.04,0.14,0.47,0.09,0.43,0.7,0.06,0.3,0.98,0.33,0.04,0.86,0.32,0.05,0.49,0.13,0.04,0.03,0.91,0.5,0.86,0.11,0.5 +37,?,?,Lenoircity,5,0.01,0.3,0.31,0.75,0.02,0.01,0.38,0.41,0.28,0.6,0,0,0.16,0.43,0.18,0.27,0.63,0.44,0.31,0.2,0.23,0.26,0.15,0.15,0.18,0.25,0.19,0.02,0.46,0.64,0.74,0.17,0.29,0.48,1,0.25,1,0.24,0.68,0.36,0.66,0.7,0.33,0.36,0.36,0.34,0.41,0.79,0.75,0.01,0.4,0,0,0,0.24,0.2,0,0,0.01,0.01,0.98,0.01,0.12,0.12,0.32,0.31,0.37,0.54,0.09,0.53,0.5,0.02,0.75,0.56,0.15,0.42,0.46,0.62,0.44,0.06,0.06,0.08,0.1,0.14,0.14,0.15,0.44,0.35,0.4,0.01,0,0.01,0.87,0.69,0.83,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.09,0.01,?,?,?,?,0,?,0.4 +35,?,?,Farmingtoncity,5,0.04,0.54,0.02,0.65,0.02,0.3,0.44,0.46,0.24,0.27,0,0,0.29,0.64,0.4,0.39,0.35,0.3,0.32,0.28,0.24,0.28,0.15,0.11,0.26,0.26,0.28,0.05,0.4,0.19,0.34,0.28,0.46,0.51,0.07,0.38,0.35,0.43,0.56,0.28,0.55,0.58,0.61,0.65,0.68,0.54,0.72,0.41,0.38,0.02,0.29,0,0.18,0.2,0.17,0.41,0.02,0.02,0.02,0.03,0.71,0.09,0.4,0.39,0.59,0.58,0.57,0.58,0.33,0.42,0.5,0.06,0.65,0.58,0.18,0.59,0.67,0.52,0.05,0.12,0.12,0.13,0.23,0.22,0.25,0.23,0.36,0.38,0.29,0.01,0,0.04,0.39,0.5,0.66,0.52,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.12,0.01,?,?,?,?,0,?,0.34 +39,?,?,GroveCitycity,5,0.02,0.44,0.01,0.99,0.02,0.01,0.44,0.48,0.31,0.32,0.03,1,0.37,0.68,0.18,0.48,0.38,0.17,0.57,0.38,0.31,0.29,0.34,0.25,0.07,0.61,0.57,0.01,0.14,0.16,0.31,0.23,0.15,0.67,0.28,0.38,0.45,0.36,0.46,0.28,0.58,0.55,0.44,0.69,0.71,0.85,0.55,0.66,0.71,0,0.1,0,0.2,0.15,0.3,0.25,0.01,0.01,0.01,0.01,0.98,0.02,0.12,0.13,0.47,0.52,0.38,0.64,0.05,0.37,0.5,0.01,0.87,0.6,0.05,0.16,0.6,0.15,0.14,0.17,0.15,0.14,0.33,0.31,0.31,0.32,0.36,0.42,0.31,0,0,0.02,0.83,0.47,0.77,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.16,0.09,?,?,?,?,0,?,0.05 +6,?,?,LosAltoscity,5,0.03,0.45,0.01,0.84,0.62,0.05,0.26,0.2,0.12,0.63,0.04,1,1,0.58,0.29,1,0.53,0.12,0.67,1,1,1,0.24,1,0.64,0.66,0.84,0,0.02,0.03,0.04,0.98,0.12,0.55,0.69,0.62,0.02,1,0.22,0.25,0.3,0.27,0.36,0.94,0.94,0.87,0.79,0.53,0.49,0,0.01,0.02,0.17,0.2,0.27,0.27,0.16,0.16,0.2,0.18,0.74,0.06,0.11,0.13,0.47,0.47,0.36,0.9,0.05,0.15,0.5,0.01,0.92,0.89,0.06,0.3,0.4,0,0.09,1,1,1,1,1,1,1,0.33,0.58,0.18,0,0,0.39,0.41,0.83,0.77,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.34,0.08,?,?,?,?,0,?,0.04 +6,?,?,Daviscity,5,0.06,0.4,0.06,0.69,0.81,0.14,0.92,1,1,0.16,0.07,1,0.29,0.76,0.33,0.72,0.13,0.14,0.28,0.49,0.35,0.38,0.26,0.13,0.23,0.27,0.33,0.1,0.68,0.07,0.05,1,0.32,0.53,0.05,1,0.09,0.82,0.25,1,0.37,0.33,0.35,0.64,0.7,0.8,0.57,0.49,0.57,0.01,0.11,0.04,0.54,0.53,0.6,0.63,0.53,0.45,0.47,0.45,0.69,0.08,0.12,0.1,0.38,0.42,0.41,0.24,0.25,0.59,0,0.02,0.96,0.26,0.13,0.14,0.71,0.05,0.05,0.48,0.5,0.5,0.53,0.52,0.62,0.49,1,0.5,0.14,0,0,0.41,0.5,0.12,0.02,0.55,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.46,0.19,?,?,?,?,0,?,0.06 +9,13,17800,Coventrytown,5,0,0.5,0.02,0.98,0.01,0.02,0.34,0.44,0.26,0.24,0,0,0.57,0.76,0.58,0.62,0.33,0.11,0.4,0.56,0.43,0.42,0.37,0.05,0.17,0,0.47,0,0.07,0.13,0.21,0.44,0.23,0.77,0.39,0.54,0.2,0.48,0.35,0.39,0.3,0.33,0.5,0.87,0.85,0.87,0.73,0.66,0.72,0,0.06,0,0.1,0.09,0.15,0.22,0.03,0.02,0.03,0.05,0.92,0.01,0.18,0.19,0.55,0.57,0.34,0.88,0.05,0.33,0.5,0.01,0.74,0.85,0.5,0.9,0.4,0.06,0.67,0.37,0.37,0.36,0.38,0.48,0.62,0.53,0.49,0.63,0.26,0,0,0.12,0.69,0.68,0.57,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.02,0.05,?,?,?,?,0,?,0.04 +42,121,56456,OilCitycity,5,0,0.33,0.01,0.99,0.02,0.01,0.36,0.39,0.23,0.58,0,0,0.15,0.32,0.11,0.5,0.71,0.57,0.72,0.18,0.19,0.17,0.16,0.05,1,0,0.14,0.02,0.48,0.26,0.39,0.21,0.51,0.24,0.51,0.51,0.55,0.38,0.55,0.36,0.51,0.55,0.42,0.52,0.57,0.55,0.58,0.31,0.29,0,0.15,0,0.16,0.12,0.17,0.39,0.01,0.01,0.01,0.02,0.96,0.01,0.16,0.15,0.36,0.41,0.3,0.57,0.02,0.37,0.5,0.03,0.56,0.54,0.12,0.87,0,0.35,0.21,0.02,0.01,0.02,0.09,0.1,0.1,0.14,0.5,0.17,0.39,0,0,0.02,0.94,0.69,0.84,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.22,0.03,?,?,?,?,0,?,0.05 +39,173,62148,Perrysburgcity,5,0,0.42,0.01,0.97,0.05,0.02,0.41,0.39,0.22,0.36,0.02,1,0.54,0.57,0.15,0.74,0.44,0.09,0.57,0.59,0.55,0.53,0.54,0.04,0.23,1,1,0,0.04,0.09,0.14,0.65,0.21,0.59,0.43,0.64,0.21,0.73,0.23,0.26,0.3,0.28,0.52,0.9,0.93,0.96,0.86,0.55,0.47,0,0.04,0,0.1,0.14,0.28,0.29,0.01,0.02,0.03,0.03,0.96,0.01,0.14,0.15,0.46,0.6,0.12,0.77,0.02,0.36,0.5,0.01,0.84,0.66,0,0.34,0.67,0.03,0.07,0.22,0.21,0.25,0.27,0.31,0.31,0.32,0.27,0.39,0.33,0,0,0.05,0.73,0.52,0.44,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.22,0.08,?,?,?,?,0,?,0.01 +48,?,?,Harlingencity,5,0.06,0.71,0.01,0.7,0.02,1,0.58,0.54,0.36,0.42,0.08,1,0.15,0.45,0.45,0.31,0.53,0.66,0.39,0.14,0.14,0.15,0.15,0.14,0.26,0.17,0.23,0.13,0.8,0.93,0.72,0.22,0.65,0.3,0.26,0.53,0.4,0.4,0.33,0.42,0.46,0.42,0.81,0.6,0.55,0.66,0.58,0.5,0.41,0.03,0.21,0.05,0.29,0.3,0.35,0.4,0.28,0.26,0.27,0.28,0,0.72,0.77,0.74,0.73,0.72,0.73,0.49,0.74,0.64,0,0.13,0.43,0.5,0.53,0.31,0.6,0.86,0.6,0.05,0.05,0.07,0.1,0.17,0.2,0.17,0.46,0.32,0.37,0.01,0.01,0.41,0.66,0.6,0.71,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.15,0.01,?,?,?,?,0,?,0.31 +24,?,?,Cambridgecity,5,0,0.32,0.86,0.31,0.02,0.01,0.36,0.42,0.28,0.6,0,0,0.14,0.34,0.08,0.28,0.64,0.66,0.52,0.18,0.2,0.27,0.21,0.16,0.21,0.17,0.15,0.02,0.58,0.66,0.69,0.14,0.48,0.35,0.76,0.36,0.77,0.23,0.74,0.55,0.68,0.74,0.35,0.03,0.03,0.12,0,0.66,0.69,0.03,1,0,0.32,0.38,0.49,0.41,0.01,0.01,0.02,0.01,0.91,0.07,0.18,0.15,0.31,0.27,0.38,0.27,0.11,0.65,0,0.03,0.59,0.31,0.46,0.7,0.29,0.88,0.06,0.1,0.1,0.11,0.08,0.12,0.14,0.16,0.37,0.33,0.61,0,0,0.01,0.88,0.67,0.86,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0.03,?,?,?,?,0,?,0.62 +4,?,?,Flagstaffcity,5,0.06,0.71,0.05,0.69,0.09,0.28,0.92,0.92,0.89,0.1,0,0,0.28,0.83,0.33,0.42,0.16,0.16,0.27,0.31,0.22,0.24,0.17,0.09,0.23,0.27,0.31,0.06,0.45,0.16,0.2,0.53,0.45,0.55,0.12,0.61,0.29,0.42,0.41,0.83,0.42,0.42,0.58,0.58,0.59,0.63,0.53,0.64,0.66,0.02,0.32,0.01,0.73,0.73,0.77,0.73,0.21,0.19,0.18,0.16,0.71,0.12,0.32,0.28,0.54,0.61,0.5,0.39,0.39,0.58,0,0.1,0.51,0.38,0.06,0.36,0.75,0.45,0.2,0.2,0.19,0.2,0.35,0.35,0.39,0.34,0.63,0.44,0.28,0.01,0,0.12,0.37,0.19,0.19,0.31,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.18,0.06,0.04,?,?,?,?,0,?,0.2 +37,?,?,Wilsoncity,5,0.04,0.39,0.91,0.27,0.02,0.01,0.48,0.5,0.35,0.45,0,0,0.17,0.49,0.38,0.29,0.51,0.63,0.4,0.21,0.23,0.39,0.17,0.34,0.29,0.2,0.51,0.08,0.62,0.58,0.65,0.28,0.54,0.41,0.62,0.43,0.68,0.36,0.63,0.49,0.63,0.66,0.43,0.23,0.24,0.21,0.27,0.6,0.64,0.07,0.83,0,0.52,0.57,0.47,0.51,0.03,0.03,0.02,0.02,0.95,0.04,0.22,0.2,0.37,0.37,0.41,0.35,0.17,0.56,0,0.05,0.77,0.37,0.6,0.42,0.6,0.57,0.18,0.11,0.11,0.13,0.08,0.12,0.14,0.17,0.59,0.42,0.61,0.02,0,0.02,0.88,0.46,0.75,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.17,0.05,?,?,?,?,0,?,0.6 +39,3,43554,Limacity,5,0.06,0.51,0.47,0.61,0.03,0.03,0.45,0.52,0.34,0.43,0.07,1,0.16,0.39,0.19,0.33,0.6,0.64,0.61,0.18,0.15,0.17,0.16,0.22,0.54,0.17,0.2,0.08,0.57,0.31,0.53,0.11,0.9,0.22,0.5,0.38,0.64,0.22,0.9,0.5,0.69,0.81,0.52,0.33,0.35,0.31,0.31,0.5,0.51,0.06,0.53,0,0.26,0.32,0.35,0.35,0.01,0.02,0.02,0.01,0.95,0.02,0.33,0.29,0.44,0.43,0.47,0.49,0.1,0.47,0.5,0.12,0.47,0.5,0.97,0.7,0.23,0.55,0.23,0.04,0.04,0.04,0.12,0.16,0.16,0.17,0.56,0.08,0.31,0.04,0,0.02,0.82,0.57,0.74,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.3,0.08,?,?,?,?,0,?,0.97 +48,?,?,Alicecity,5,0.02,0.68,0.02,0.68,0.02,1,0.51,0.49,0.32,0.39,0,0,0.12,0.37,0.95,0.19,0.53,0.75,0.28,0.11,0.11,0.12,0.12,0.11,0.72,0.18,0.22,0.05,0.76,0.83,0.74,0.15,0.67,0.23,0.07,0.33,0.4,0.28,0.42,0.34,0.46,0.46,0.77,0.66,0.6,0.71,0.68,0.17,0.16,0.01,0.14,0,0.09,0.07,0.12,0.18,0.02,0.01,0.02,0.03,0,0.59,0.57,0.57,0.72,0.7,0.71,0.61,0.52,0.57,0,0.04,0.52,0.62,1,0.88,0.52,0.72,0.67,0.03,0.03,0.04,0.06,0.12,0.13,0.14,0.4,0.49,0.63,0,0,0.09,0.96,0.73,0.85,0.95,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.14,0.01,?,?,?,?,0,?,0.28 +42,77,6088,Bethlehemcity,5,0.01,0.29,0.03,0.94,0.06,0.07,0.23,0.34,0.19,0.74,0.03,1,0.31,0.43,0.11,0.65,0.66,0.25,0.84,0.35,0.35,0.34,0.28,0.19,0.39,0.17,0.34,0.01,0.15,0.3,0.43,0.32,0.21,0.43,0.49,0.5,0.45,0.4,0.39,0.34,0.37,0.39,0.33,0.71,0.72,0.74,0.57,0.53,0.67,0,0.12,0.01,0.11,0.17,0.25,0.29,0.03,0.04,0.06,0.06,0.83,0.05,0.13,0.12,0.28,0.4,0.12,0.64,0.04,0.47,0.5,0.01,0.89,0.56,0.11,0.31,0.31,0.03,0.07,0.21,0.2,0.2,0.38,0.4,0.42,0.39,0.54,0.43,0.46,0,0,0.13,0.83,0.72,0.61,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.36,0.09,?,?,?,?,0,?,0.13 +4,?,?,Douglascity,5,0,0.72,0.02,0.57,0.03,1,0.62,0.51,0.35,0.46,0,0,0.06,0.12,0.51,0.22,0.7,0.98,0.7,0.05,0.05,0.06,0.04,0.03,0.37,0.15,0.18,0.05,1,1,0.93,0.13,1,0.03,0.27,0.4,0.34,0.29,0.38,0.45,0.51,0.48,0.86,0.41,0.37,0.43,0.41,0.13,0.09,0.02,0.41,0.03,0.38,0.44,0.44,0.45,0.92,0.93,0.85,0.8,0,1,0.84,0.82,0.78,0.75,0.78,0.54,0.55,0.48,0.5,0.01,0.71,0.56,0.31,0.55,0.27,0.8,0.59,0.06,0.06,0.06,0.02,0.11,0.13,0.1,0.68,0.56,0.49,0,0,1,0.44,0.61,0.65,0.57,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.23,0.01,?,?,?,?,0,?,0.07 +37,?,?,Asheborocity,5,0.01,0.28,0.26,0.78,0.04,0.02,0.32,0.43,0.31,0.65,0,0,0.21,0.5,0.29,0.4,0.6,0.29,0.37,0.25,0.25,0.26,0.18,1,0.58,0.06,0.11,0.02,0.33,0.57,0.6,0.23,0.2,0.54,0.97,0.28,0.85,0.3,0.6,0.3,0.66,0.67,0.29,0.44,0.44,0.52,0.61,0.7,0.83,0.01,0.36,0,0.27,0.46,0.41,0.51,0.02,0.03,0.03,0.03,0.95,0.04,0.1,0.09,0.26,0.27,0.29,0.48,0.1,0.62,0,0.02,0.75,0.48,0.14,0.38,0.5,0.4,0.11,0.09,0.09,0.09,0.13,0.16,0.16,0.18,0.33,0.28,0.32,0.01,0,0.03,0.82,0.55,0.71,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.11,0,?,?,?,?,0,?,0.26 +18,?,?,Hobartcity,5,0.02,0.46,0,0.98,0.01,0.09,0.41,0.43,0.25,0.46,0.03,1,0.38,0.56,0.24,0.53,0.59,0.15,0.71,0.39,0.32,0.31,0.47,0.18,0.63,0.32,0.36,0.01,0.12,0.2,0.36,0.17,0.28,0.5,0.56,0.31,0.47,0.31,0.39,0.31,0.39,0.4,0.49,0.75,0.76,0.88,0.74,0.49,0.48,0,0.05,0,0.08,0.11,0.1,0.12,0.02,0.02,0.02,0.02,0.88,0.07,0.23,0.23,0.5,0.53,0.35,0.78,0.09,0.4,0.5,0.01,0.92,0.74,0.27,0.56,0.38,0.12,0.07,0.09,0.08,0.08,0.3,0.29,0.3,0.31,0.37,0.08,0.39,0,0,0.08,0.72,0.74,0.84,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.12,0.12,?,?,?,?,0,?,0.07 +48,?,?,EaglePasscity,5,0.02,0.89,0,0.34,0.02,1,0.66,0.57,0.38,0.35,0,0,0.02,0.36,0.39,0.1,0.57,1,0.25,0.01,0.02,0.04,0.7,0,0.63,0.13,0.18,0.09,1,1,1,0.12,1,0.08,0.24,0.56,0.52,0.36,0.21,0.43,0.41,0.34,1,0.6,0.53,0.72,0.58,0.25,0.09,0.01,0.17,0.05,0.25,0.28,0.31,0.32,0.63,0.62,0.63,0.6,0,1,1,1,0.97,0.99,0.88,0.48,1,0.58,0,0.02,0.69,0.48,0.5,0.57,0.67,1,1,0.05,0.05,0.05,0.02,0.07,0.09,0.06,0.55,0.57,0.49,0,0.02,1,0.52,0.74,0.76,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.36,0.07,?,?,?,?,0,?,0.29 +5,?,?,VanBurencity,5,0.01,0.51,0.03,0.92,0.13,0.03,0.47,0.52,0.31,0.38,0.02,1,0.16,0.48,0.22,0.25,0.46,0.34,0.34,0.15,0.15,0.14,0.16,0.1,0.11,0.99,0.31,0.02,0.49,0.57,0.62,0.14,0.47,0.42,0.64,0.3,0.65,0.23,0.54,0.21,0.64,0.63,0.49,0.57,0.6,0.72,0.56,0.65,0.63,0,0.12,0,0.52,0.45,0.79,0.84,0.08,0.06,0.09,0.09,0.95,0.04,0.22,0.23,0.51,0.51,0.52,0.6,0.18,0.41,0.5,0.02,0.73,0.61,0.21,0.49,0.75,0.64,0.21,0.07,0.05,0.07,0.09,0.13,0.12,0.11,0.38,0.48,0.39,0,0.01,0.06,0.7,0.42,0.5,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.08,0,?,?,?,?,0,?,0.04 +45,?,?,RockHillcity,5,0.05,0.54,0.74,0.4,0.05,0.01,0.61,0.68,0.57,0.39,0.07,1,0.25,0.62,0.12,0.28,0.47,0.36,0.41,0.26,0.22,0.29,0.19,0.1,0.16,0.32,0.43,0.06,0.43,0.57,0.65,0.27,0.44,0.51,0.62,0.32,0.66,0.31,0.54,0.58,0.5,0.54,0.53,0.36,0.32,0.41,0.38,0.78,0.72,0.06,0.72,0,0.27,0.2,0.37,0.54,0.02,0.02,0.03,0.04,0.95,0.03,0.34,0.31,0.48,0.46,0.52,0.41,0.25,0.57,0,0.05,0.75,0.43,0.28,0.42,0.54,0.55,0.44,0.09,0.09,0.11,0.18,0.23,0.26,0.3,0.42,0.35,0.53,0.03,0,0.03,0.71,0.51,0.63,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.15,0.01,?,?,?,?,0,?,0.85 +12,?,?,Sarasotacity,5,0.07,0.22,0.32,0.73,0.04,0.09,0.27,0.37,0.25,0.82,0.08,1,0.22,0.25,0.15,0.52,0.76,0.26,0.58,0.24,0.38,0.43,0.17,0.17,0.18,0.24,0.32,0.06,0.34,0.26,0.4,0.33,0.26,0.35,0.16,0.41,0.28,0.37,0.85,0.44,0.77,0.84,0.22,0.26,0.26,0.29,0.24,0.62,0.68,0.04,0.4,0.02,0.24,0.3,0.32,0.36,0.11,0.12,0.12,0.12,0.86,0.09,0.15,0.11,0.2,0.15,0.31,0.43,0.18,0.8,0,0.22,0.34,0.47,0.22,0.29,0.58,0.48,0.17,0.14,0.14,0.17,0.33,0.35,0.4,0.37,0.62,0.56,0.29,0.05,0.02,0.19,0.21,0.43,0.56,0.45,0.07,0.72,0.94,0.63,0.05,0.34,0.16,0.72,0.67,0.94,0.05,0,0.14,0.05,0.1,0.64,0.06,0.04,0.29,0.09,0.32,0.06,0.25,0,0.7,0.54,0.76 +48,?,?,Irvingcity,5,0.23,0.33,0.15,0.68,0.28,0.3,0.38,0.69,0.41,0.14,0.25,1,0.33,0.86,0.31,0.38,0.13,0.09,0.17,0.34,0.39,0.43,0.31,0.17,0.26,0.24,0.3,0.15,0.27,0.25,0.32,0.42,0.31,0.8,0.35,0.2,0.35,0.41,0.68,0.51,0.75,0.74,0.45,0.58,0.59,0.67,0.56,0.7,0.69,0.05,0.19,0.13,0.47,0.56,0.68,0.79,0.41,0.43,0.48,0.51,0.66,0.31,0.27,0.21,0.37,0.49,0.35,0.23,0.37,0.73,0,0.42,0.54,0.21,0.08,0.24,0.77,0.36,0.2,0.17,0.16,0.16,0.38,0.37,0.42,0.36,0.3,0.37,0.29,0,0,0.37,0.51,0.26,0.44,0.51,0.04,0.12,0.95,0.15,0.05,0.13,0.31,0.12,0.69,0.89,0.06,0.1,0.08,0.12,0.04,0.71,0.13,0.2,0.19,0.08,0.08,0.04,0.75,1,0.52,0.09,0.17 +12,?,?,Gainesvillecity,5,0.12,0.44,0.42,0.6,0.24,0.08,0.9,0.91,0.92,0.28,0.13,1,0.16,0.63,0.22,0.49,0.32,0.31,0.34,0.26,0.22,0.27,0.16,0.2,0.2,0.21,0.29,0.18,0.7,0.17,0.24,0.66,0.41,0.37,0.07,1,0.15,0.65,0.38,0.96,0.5,0.46,0.39,0.42,0.41,0.51,0.46,0.48,0.52,0.08,0.65,0.05,0.72,0.74,0.79,0.75,0.41,0.37,0.36,0.31,0.82,0.06,0.19,0.14,0.32,0.39,0.3,0.36,0.22,0.58,0,0.14,0.69,0.34,0.42,0.4,0.63,0.35,0.26,0.11,0.11,0.13,0.19,0.22,0.28,0.24,0.89,0.34,0.28,0.02,0.02,0.24,0.4,0.24,0.21,0.45,0.03,0.2,0.96,0.23,0.03,0.14,0.21,0.2,0.7,0.65,0.29,0.01,0.18,0.23,0.06,0.43,0.19,0.1,0.2,0.15,0.22,0.03,0.63,1,0.86,0.18,0.65 +12,?,?,LauderdaleLakescity,5,0.03,0.25,0.89,0.26,0.08,0.11,0.26,0.35,0.2,1,0.04,1,0.15,0.13,0.17,0.39,0.9,0.22,0.49,0.17,0.21,0.25,0.25,0.22,0.2,0.16,0.31,0.03,0.37,0.39,0.56,0.14,0.48,0.23,0.19,0.44,0.35,0.21,0.52,0.35,0.54,0.56,0.31,0.25,0.29,0.36,0.27,0.74,0.76,0.04,0.59,0.06,0.33,0.41,0.49,0.58,0.74,0.83,0.88,0.96,0.65,0.22,0.28,0.22,0.27,0.17,0.46,0.52,0.32,0.93,0,0.1,0.4,0.59,0.07,0.45,0.73,0.14,0.14,0.18,0.16,0.13,0.43,0.43,0.43,0.44,0.78,0.7,0.39,0,0,0.97,0.13,0.47,0.51,0.32,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.64,0.27,?,?,?,?,0,?,0.54 +6,?,?,Tularecity,5,0.04,0.65,0.12,0.48,0.15,0.63,0.51,0.52,0.32,0.33,0,0,0.22,0.46,0.38,0.22,0.45,1,0.34,0.19,0.16,0.22,0.17,0.12,0.11,0.19,0.23,0.06,0.57,0.65,0.69,0.11,0.61,0.37,0.38,0.34,0.58,0.22,0.51,0.37,0.62,0.6,0.72,0.48,0.46,0.43,0.51,0.22,0.28,0.04,0.44,0.03,0.36,0.46,0.48,0.56,0.3,0.34,0.32,0.35,0.48,0.48,0.57,0.56,0.71,0.62,0.79,0.42,0.55,0.5,0.5,0.02,0.86,0.47,0.15,0.37,0.67,0.34,0.31,0.14,0.13,0.13,0.23,0.26,0.29,0.29,0.69,0.59,0.31,0.01,0,0.35,0.66,0.4,0.68,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.19,0.01,?,?,?,?,0,?,0.36 +48,?,?,Kellercity,5,0.01,0.65,0.01,0.97,0.04,0.05,0.4,0.39,0.2,0.11,0.02,1,0.72,0.89,0.91,0.58,0.12,0.05,0.22,0.63,0.52,0.5,0.63,0.24,0.33,0.58,0.68,0,0.05,0.11,0.15,0.48,0.12,0.76,0.35,0.25,0.19,0.54,0.24,0.17,0.25,0.25,0.56,0.94,0.92,0.95,0.92,0.54,0.44,0,0.01,0,0,0.02,0.12,0.2,0,0,0.02,0.02,0.94,0.03,0.13,0.17,0.69,0.66,0.66,0.88,0.06,0.11,0.5,0.01,0.75,0.88,0.13,0.56,0.92,0.07,0.02,0.23,0.27,0.3,0.42,0.4,0.48,0.48,0.48,0.57,0.33,0,0,0.06,0.51,0.28,0.46,0.47,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.06,0.01,?,?,?,?,0,?,0.13 +48,?,?,FlowerMoundtown,5,0.01,0.67,0.04,0.93,0.06,0.08,0.39,0.41,0.18,0.04,0.02,1,0.69,0.95,0.55,0.63,0.06,0.03,0.08,0.61,0.48,0.47,0.5,0.31,0.31,0.36,0.43,0,0.01,0.03,0.08,0.58,0.17,0.85,0.39,0.23,0.11,0.68,0.29,0.18,0.27,0.29,0.64,0.94,0.94,0.95,0.76,0.33,0.41,0,0.02,0,0.14,0.16,0.21,0.24,0.02,0.02,0.03,0.03,0.91,0.05,0.21,0.25,0.73,0.7,0.69,0.87,0.08,0.11,0.5,0.02,0.75,0.87,0,0.43,0.94,0.08,0,0.24,0.22,0.22,0.53,0.58,0.67,0.68,0.34,0.65,0.29,0,0,0.07,0.39,0.29,0.15,0.31,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.04,0.02,?,?,?,?,0,?,0.18 +13,?,?,Mariettacity,5,0.05,0.21,0.4,0.64,0.11,0.06,0.34,0.73,0.48,0.31,0.07,1,0.26,0.67,0.24,0.35,0.3,0.21,0.29,0.29,0.37,0.42,0.25,0.23,0.21,0.28,0.3,0.05,0.37,0.24,0.31,0.45,0.31,0.63,0.24,0.29,0.24,0.45,0.75,0.62,0.83,0.82,0.31,0.43,0.45,0.56,0.27,0.56,0.56,0.03,0.34,0.01,0.5,0.64,0.74,0.82,0.18,0.2,0.21,0.22,0.87,0.1,0.17,0.12,0.21,0.29,0.25,0.15,0.13,0.78,0,0.17,0.39,0.16,0.12,0.2,0.79,0.34,0.18,0.17,0.18,0.24,0.42,0.41,0.42,0.43,0.53,0.41,0.31,0.04,0.02,0.15,0.42,0.19,0.2,0.08,0.06,0.67,0.93,0.8,0.1,0.77,0.41,0.67,0.58,0.93,0.08,0.02,0.06,0.07,0.16,0.79,0.28,0.06,0.18,0.07,0.19,0.05,0.79,0,1,0.52,0.35 +48,?,?,Benbrookcity,5,0.02,0.35,0.08,0.87,0.2,0.07,0.3,0.45,0.24,0.29,0.03,1,0.55,0.76,0.34,0.7,0.27,0.05,0.62,0.57,0.51,0.5,0.45,0.44,0.38,0.47,0.54,0.01,0.1,0.06,0.12,0.57,0.18,0.68,0.64,0.35,0.15,0.73,0.41,0.3,0.42,0.43,0.37,0.81,0.81,0.93,0.73,0.4,0.5,0,0.06,0.01,0.21,0.22,0.27,0.34,0.07,0.07,0.08,0.09,0.87,0.05,0.1,0.11,0.38,0.49,0.23,0.62,0.08,0.36,0.5,0.03,0.76,0.56,0,0.2,0.81,0.1,0.05,0.19,0.18,0.17,0.37,0.35,0.43,0.36,0.12,0.24,0.21,0,0,0.15,0.48,0.49,0.52,0.49,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.14,0,?,?,?,?,0,?,0.06 +1,?,?,Eufaulacity,5,0.01,0.46,0.67,0.47,0.02,0.01,0.49,0.48,0.3,0.45,0,0,0.17,0.5,0.27,0.24,0.51,0.58,0.28,0.2,0.2,0.29,0.15,0.09,0.25,0,0.48,0.02,0.54,0.59,0.66,0.24,0.48,0.42,0.86,0.27,0.75,0.32,0.52,0.37,0.57,0.57,0.52,0.47,0.41,0.53,0.59,0.66,0.7,0.02,0.47,0,0.3,0.22,0.18,0.15,0.01,0.01,0.01,0,0.98,0.02,0.26,0.24,0.47,0.49,0.46,0.56,0.21,0.44,0.5,0.03,0.58,0.56,0.11,0.56,0.67,0.72,1,0.07,0.07,0.11,0,0.06,0.09,0.08,0.28,0.19,0.43,0,0,0.01,0.67,0.59,0.66,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.17,0.02,0.01,?,?,?,?,0,?,0.28 +37,?,?,ChapelHilltown,5,0.05,0.52,0.24,0.73,0.27,0.03,1,1,1,0.24,0.06,1,0.31,0.7,0.44,0.75,0.28,0.1,0.38,0.53,0.38,0.42,0.22,0.17,0.27,0.22,0.33,0.04,0.42,0.11,0.09,1,0.24,0.4,0.1,1,0.07,0.81,0.22,1,0.28,0.27,0.28,0.58,0.63,0.79,0.48,0.49,0.55,0.01,0.26,0.02,0.98,0.86,0.85,0.78,0.57,0.44,0.4,0.33,0.83,0.08,0.08,0.06,0.22,0.35,0.21,0.28,0.08,0.67,0,0.06,0.71,0.25,0.03,0.28,0.71,0.12,0,0.3,0.34,0.4,0.37,0.35,0.4,0.37,0.63,0.5,0.19,0.01,0.01,0.24,0.36,0.12,0,0.18,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.2,0.31,?,?,?,?,0,?,0.28 +39,?,?,Miamisburgcity,5,0.01,0.46,0.02,0.98,0.04,0.01,0.39,0.45,0.27,0.38,0.03,1,0.34,0.6,0.32,0.48,0.45,0.28,0.6,0.35,0.29,0.28,0.17,0.25,0.15,0.26,0.4,0.01,0.19,0.32,0.39,0.23,0.22,0.54,0.66,0.29,0.48,0.34,0.48,0.24,0.44,0.47,0.45,0.71,0.72,0.69,0.61,0.5,0.47,0.01,0.15,0,0,0,0.06,0.06,0,0,0,0,0.97,0.01,0.13,0.14,0.47,0.53,0.36,0.63,0.06,0.4,0.5,0.01,0.91,0.59,0.15,0.43,0.52,0.22,0.07,0.13,0.14,0.14,0.23,0.25,0.25,0.26,0.38,0.18,0.22,0,0,0.02,0.75,0.53,0.8,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.16,0.07,?,?,?,?,0,?,0.08 +21,?,?,Murraycity,5,0.01,0.51,0.11,0.9,0.05,0.01,1,0.96,1,0.52,0,0,0.09,0.3,0.59,0.44,0.69,0.28,0.61,0.18,0.16,0.15,0.19,0,0.08,0.01,0.15,0.02,0.52,0.45,0.42,0.43,0.44,0.29,0.27,0.88,0.35,0.46,0.27,0.85,0.36,0.33,0.23,0.55,0.63,0.59,0.52,0.58,0.68,0,0.18,0,0.95,0.9,0.73,0.62,0.13,0.11,0.08,0.06,0.95,0.02,0.01,0.02,0.18,0.22,0.19,0.49,0.05,0.55,0,0.02,0.74,0.47,0.08,0.35,0.54,0.31,0.2,0.08,0.09,0.1,0.07,0.1,0.1,0.09,0.53,0.28,0.56,0,0,0.05,0.58,0.31,0.27,0.41,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.16,0.02,?,?,?,?,0,?,0.14 +6,?,?,Paradisetown,5,0.02,0.26,0,0.96,0.06,0.06,0.23,0.19,0.1,1,0,0,0.19,0,0.16,0.59,0.97,0.56,1,0.22,0.26,0.25,0.05,0.2,0.21,0.31,0.27,0.02,0.29,0.22,0.38,0.23,0.48,0.04,0.16,0.55,0.3,0.37,0.53,0.15,0.55,0.57,0.22,0.57,0.59,0.62,0.68,0.29,0.36,0,0.08,0.01,0.14,0.12,0.12,0.13,0.04,0.03,0.03,0.03,0.92,0.04,0.12,0.12,0.27,0.23,0.36,0.66,0.14,0.76,0,0.03,0.81,0.68,0.18,0.45,0.67,0.11,0.09,0.22,0.21,0.24,0.29,0.3,0.34,0.32,0.64,0.63,0.26,0,0,0.12,0.54,0.43,0.52,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.11,0.03,?,?,?,?,0,?,0.1 +45,?,?,Simpsonvilletown,5,0,0.51,0.2,0.83,0.04,0.03,0.4,0.52,0.26,0.2,0.02,1,0.39,0.84,0,0.41,0.24,0.17,0.22,0.39,0.29,0.29,0.26,1,0.36,0,0.57,0,0.09,0.27,0.36,0.34,0.18,0.78,0.84,0.24,0.59,0.43,0.45,0.25,0.52,0.51,0.51,0.72,0.75,0.85,0.7,0.81,0.75,0,0.13,0,0.09,0.32,0.31,0.37,0.01,0.05,0.04,0.04,0.96,0.02,0.1,0.12,0.54,0.59,0.41,0.66,0.09,0.39,0.5,0.01,0.77,0.63,0.03,0.17,0.79,0.17,0.28,0.12,0.1,0.11,0.3,0.29,0.33,0.31,0.05,0.26,0.58,0,0,0.06,0.62,0.53,0.59,0.51,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.18,0.01,?,?,?,?,0,?,0.06 +6,?,?,Pleasantoncity,5,0.07,0.48,0.03,0.86,0.35,0.12,0.42,0.47,0.29,0.13,0.08,1,0.79,0.83,0.17,0.67,0.15,0.12,0.32,0.74,0.68,0.66,0.51,0.34,0.54,0.6,0.65,0.01,0.05,0.05,0.09,0.6,0.14,0.82,0.36,0.33,0.16,0.64,0.44,0.37,0.48,0.47,0.48,0.8,0.83,0.85,0.7,0.49,0.58,0,0.05,0.03,0.24,0.27,0.34,0.35,0.13,0.13,0.14,0.13,0.85,0.05,0.13,0.14,0.53,0.59,0.36,0.69,0.08,0.33,0.5,0.04,0.84,0.65,0.03,0.12,0.79,0.01,0.04,0.84,0.81,0.81,0.85,0.77,0.93,0.8,0.52,0.78,0.17,0,0,0.22,0.5,0.36,0.4,0.56,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.26,0.09,?,?,?,?,0,?,0.06 +40,?,?,Muskogeecity,5,0.04,0.36,0.37,0.53,0.03,0.03,0.4,0.41,0.26,0.61,0,0,0.13,0.24,0.33,0.3,0.68,0.57,0.59,0.16,0.18,0.22,0.18,0.13,0.15,0.12,0.25,0.07,0.6,0.39,0.54,0.24,0.38,0.28,0.39,0.51,0.51,0.32,0.68,0.27,0.68,0.71,0.42,0.45,0.46,0.46,0.47,0.4,0.42,0.03,0.35,0,0.34,0.42,0.41,0.47,0.02,0.03,0.02,0.02,0.95,0.03,0.22,0.19,0.36,0.35,0.4,0.55,0.12,0.56,0,0.14,0.37,0.56,0.29,0.7,0.42,0.66,0.24,0.04,0.04,0.05,0.09,0.13,0.13,0.13,0.57,0.35,0.47,0.04,0,0.03,0.72,0.52,0.74,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.09,0,?,?,?,?,0,?,0.48 +18,?,?,Clarksvilletown,5,0.02,0.33,0.07,0.93,0.03,0.01,0.4,0.49,0.32,0.48,0.03,1,0.23,0.55,0.28,0.46,0.51,0.22,0.58,0.25,0.24,0.23,0.24,0.1,0.08,0.19,0.14,0.02,0.24,0.33,0.43,0.14,0.35,0.5,0.47,0.26,0.55,0.23,0.67,0.32,0.72,0.73,0.37,0.55,0.57,0.63,0.61,0.68,0.66,0,0.11,0,0.42,0.58,0.52,0.44,0.03,0.03,0.03,0.02,0.97,0.04,0.12,0.11,0.33,0.43,0.24,0.52,0.07,0.55,0,0.02,0.78,0.47,0.18,0.26,0.56,0.25,0.07,0.09,0.07,0.06,0.23,0.23,0.23,0.23,0.42,0.18,0.32,0.01,0,0.02,0.46,0.56,0.58,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.19,0.02,?,?,?,?,0,?,0.09 +6,?,?,Whittiercity,5,0.11,0.52,0.02,0.6,0.2,0.72,0.42,0.51,0.35,0.44,0.12,1,0.43,0.59,0.19,0.46,0.45,0.3,0.52,0.45,0.44,0.49,0.4,0.24,0.4,0.33,0.42,0.05,0.19,0.26,0.34,0.33,0.27,0.51,0.47,0.41,0.4,0.44,0.46,0.49,0.56,0.54,0.54,0.59,0.55,0.67,0.54,0.43,0.39,0.04,0.28,0.08,0.34,0.42,0.44,0.51,0.38,0.41,0.4,0.42,0.51,0.38,0.4,0.37,0.53,0.52,0.54,0.47,0.46,0.59,0,0.06,0.87,0.48,0.15,0.26,0.35,0.15,0.2,0.55,0.56,0.6,0.58,0.56,0.64,0.55,0.61,0.63,0.14,0.04,0,0.47,0.57,0.53,0.83,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.52,0.13,?,?,?,?,0,?,0.19 +6,?,?,WestCovinacity,5,0.14,0.72,0.17,0.39,1,0.64,0.48,0.55,0.37,0.26,0.15,1,0.51,0.74,0.2,0.4,0.31,0.37,0.41,0.47,0.37,0.41,0.36,0.31,0.32,0.36,0.45,0.07,0.19,0.22,0.32,0.32,0.28,0.59,0.41,0.33,0.37,0.39,0.43,0.5,0.55,0.51,0.76,0.64,0.6,0.75,0.62,0.48,0.44,0.06,0.29,0.16,0.35,0.41,0.5,0.56,0.61,0.63,0.71,0.72,0.33,0.37,0.64,0.65,0.79,0.78,0.74,0.6,0.61,0.42,0.5,0.05,0.9,0.6,0.12,0.16,0.52,0.11,0.17,0.55,0.54,0.51,0.72,0.67,0.74,0.67,0.67,0.7,0.19,0,0,0.75,0.48,0.5,0.81,0.74,0.01,0.08,0.98,0.1,0.05,0.19,0.66,0.08,0.36,0.4,0.09,0.19,0,0.19,0.04,0.29,0.75,0.04,0.5,0.17,0.04,0.03,0.7,0.5,1,0.14,0.26 +42,3,84512,Whitehallborough,5,0.01,0.28,0.01,0.99,0.02,0.01,0.24,0.3,0.2,0.78,0.02,1,0.37,0.36,0.13,0.81,0.71,0.1,0.83,0.42,0.44,0.42,0.52,0.09,0.15,0.02,0.91,0.01,0.16,0.14,0.21,0.47,0.22,0.37,0.21,0.56,0.17,0.56,0.31,0.31,0.29,0.31,0.32,0.8,0.84,0.75,0.65,0.52,0.4,0,0.04,0,0.14,0.2,0.22,0.19,0.02,0.02,0.02,0.02,0.94,0.01,0.09,0.09,0.29,0.39,0.06,0.75,0.01,0.42,0.5,0.01,0.91,0.67,0.12,0.22,0.31,0.07,0,0.16,0.14,0.14,0.27,0.28,0.45,0.22,0.49,0.34,0.44,0,0,0.05,0.91,0.84,0.93,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.37,0.76,?,?,?,?,0,?,0.02 +18,?,?,Munstertown,5,0.02,0.49,0.01,0.93,0.22,0.05,0.37,0.31,0.21,0.56,0.03,1,0.61,0.53,0.18,0.83,0.65,0.03,0.66,0.57,0.56,0.52,0.51,0,0.95,0.59,0.53,0,0.02,0.17,0.19,0.54,0.12,0.5,0.45,0.6,0.14,0.73,0.13,0.28,0.15,0.14,0.49,0.94,0.95,0.98,0.84,0.55,0.47,0,0.03,0.01,0.1,0.09,0.1,0.16,0.04,0.03,0.03,0.05,0.83,0.08,0.17,0.19,0.53,0.54,0.19,0.94,0.02,0.21,0.5,0.01,0.94,0.9,0,0.36,0.56,0.01,0,0.23,0.23,0.25,0.46,0.41,0.41,0.45,0.32,0.18,0.28,0,0,0.18,0.54,0.78,0.79,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.22,0.25,?,?,?,?,0,?,0.08 +6,?,?,Rosevillecity,5,0.06,0.46,0.02,0.88,0.2,0.2,0.36,0.41,0.22,0.34,0.07,1,0.47,0.6,0.12,0.54,0.37,0.34,0.51,0.47,0.42,0.4,0.95,0.21,0.42,0.4,0.5,0.03,0.17,0.14,0.2,0.38,0.29,0.57,0.23,0.32,0.27,0.49,0.57,0.28,0.61,0.62,0.46,0.65,0.68,0.72,0.55,0.52,0.57,0.01,0.14,0.02,0.25,0.34,0.36,0.44,0.11,0.13,0.13,0.15,0.84,0.12,0.19,0.19,0.49,0.51,0.45,0.6,0.17,0.45,0.5,0.06,0.74,0.59,0.12,0.2,0.83,0.16,0.18,0.36,0.4,0.41,0.45,0.49,0.58,0.5,0.64,0.66,0.19,0.08,0.03,0.19,0.56,0.27,0.16,0.65,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.12,0.05,?,?,?,?,0,?,0.22 +25,21,9175,Brooklinetown,5,0.07,0.23,0.06,0.81,0.51,0.05,0.26,0.53,0.33,0.46,0.09,1,0.56,0.56,0.27,0.75,0.4,0.18,0.28,0.7,0.82,0.86,0.5,0.09,0.39,0.24,0.42,0.04,0.22,0.1,0.09,1,0.27,0.59,0.14,1,0.06,1,0.29,0.74,0.36,0.35,0.33,0.67,0.72,0.84,0.49,0.52,0.59,0.01,0.15,0.08,0.67,0.64,0.62,0.61,1,0.84,0.74,0.67,0.62,0.2,0.19,0.12,0.21,0.36,0.18,0.34,0.1,0.7,0,0.05,0.87,0.29,0.05,0.4,0,0.03,0.07,0.95,1,1,0.52,0.62,0.95,0.59,0.39,0.54,0.61,0.01,0,0.64,0.38,0.51,0.3,0.33,0.02,0.24,0.97,0.27,0.02,0.15,0.21,0.24,0.8,0.94,0.09,0,0,0.06,0.01,0.43,0.04,0.02,0.67,1,0.02,0.01,0.67,0,0.29,0.14,0.2 +42,91,77152,Towamencintownship,5,0.01,0.47,0.05,0.9,0.24,0.02,0.39,0.4,0.24,0.32,0.02,0.96,0.61,0.72,0.19,0.75,0.36,0.09,0.36,0.64,0.49,0.48,0.44,0.88,0.3,0.21,0.37,0,0.06,0.12,0.19,0.59,0.1,0.71,0.71,0.36,0.27,0.64,0.28,0.35,0.34,0.32,0.59,0.85,0.88,0.96,0.73,0.4,0.55,0,0.1,0,0.33,0.29,0.41,0.37,0.11,0.09,0.11,0.09,0.89,0.08,0.23,0.22,0.52,0.65,0.21,0.74,0.04,0.35,0.5,0.01,0.89,0.65,0.08,0.16,0.75,0.02,0.13,0.37,0.41,0.41,0.3,0.51,0.56,0.53,0.49,0.48,0.32,0,0,0.14,0.72,0.58,0.65,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.12,0.1,?,?,?,?,0,?,0.03 +13,?,?,Snellvillecity,5,0,0.66,0.01,0.98,0.04,0.01,0.49,0.44,0.29,0.25,0.02,1,0.58,0.76,0.27,0.63,0.31,0.11,0.43,0.54,0.42,0.41,0.37,0.09,0,0.15,0.45,0,0.06,0.11,0.19,0.34,0.14,0.67,0.27,0.3,0.19,0.49,0.19,0.24,0.3,0.26,0.58,0.86,0.88,0.87,0.84,0.31,0.57,0,0.05,0,0.45,0.75,0.67,0.57,0.05,0.07,0.06,0.04,0.96,0.01,0.16,0.2,0.7,0.66,0.69,0.83,0.03,0.07,0.5,0.01,0.78,0.84,0,0.22,0.81,0.03,0.21,0.24,0.21,0.2,0.51,0.45,0.49,0.52,0.51,0.47,0.37,0,0,0.04,0.5,0.59,0.53,0.52,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.11,0,?,?,?,?,0,?,0.03 +46,11,7580,Brookingscity,5,0.01,0.55,0.01,0.96,0.11,0,1,1,1,0.3,0,0,0.14,0.66,1,0.58,0.39,0.17,0.36,0.25,0.16,0.15,0.12,0.09,0.23,0.15,0.13,0.03,0.61,0.34,0.25,0.56,0.2,0.49,0.32,0.73,0.42,0.41,0.13,1,0.19,0.17,0.39,0.72,0.78,0.61,0.74,0.74,0.67,0,0.14,0,0.54,0.81,0.79,0.74,0.09,0.12,0.11,0.09,0.93,0.04,0.12,0.1,0.31,0.47,0.22,0.42,0.08,0.63,0,0.02,0.8,0.36,0.05,0.6,0.63,0.15,0.16,0.1,0.09,0.08,0.13,0.18,0.18,0.13,0.67,0.23,0.21,0,0,0.07,0.61,0.2,0.16,0.42,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.13,0.01,?,?,?,?,0,?,0.02 +5,?,?,Conwaycity,5,0.03,0.52,0.2,0.83,0.04,0.01,0.88,0.85,0.85,0.35,0,0,0.18,0.57,0.37,0.42,0.45,0.26,0.4,0.25,0.18,0.19,0.15,0.2,0.18,0.38,0.12,0.03,0.44,0.39,0.4,0.44,0.44,0.43,0.4,0.64,0.41,0.43,0.33,0.66,0.35,0.36,0.4,0.64,0.65,0.66,0.67,0.69,0.67,0.01,0.22,0,0.24,0.19,0.58,0.62,0.02,0.01,0.04,0.04,0.96,0.03,0.13,0.12,0.37,0.45,0.31,0.48,0.09,0.52,0.5,0.04,0.73,0.45,0.04,0.3,0.75,0.37,0.16,0.11,0.11,0.11,0.13,0.17,0.18,0.2,0.63,0.31,0.4,0,0,0.03,0.71,0.31,0.34,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.09,0.01,?,?,?,?,0,?,0.11 +1,?,?,Madisoncity,5,0.01,0.36,0.15,0.83,0.16,0.03,0.23,0.57,0.21,0.06,0.02,0.99,0.52,0.95,0.41,0.66,0.06,0.07,0.23,0.56,0.5,0.52,0.25,0.29,0.35,0.83,0.66,0,0.1,0.08,0.1,0.8,0.12,0.83,0.77,0.31,0.11,0.93,0.45,0.29,0.41,0.43,0.4,0.82,0.85,0.91,0.64,0.37,0.36,0,0.16,0,0.36,0.39,0.45,0.47,0.11,0.11,0.11,0.11,0.89,0.06,0.07,0.08,0.39,0.48,0.29,0.57,0.08,0.43,0.5,0.03,0.6,0.53,0.06,0.21,0.98,0.15,0.1,0.22,0.21,0.23,0.39,0.36,0.39,0.36,0,0.37,0.24,0,0,0.13,0.37,0.05,0.14,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.06,0.01,?,?,?,?,0,?,0.08 +47,?,?,Millingtoncity,5,0.01,1,0.31,0.68,0.14,0.09,1,1,1,0.06,0,0,0.2,0.84,0.04,0.27,0.18,0.17,0.46,0.17,0.14,0.15,0.19,0.16,0.15,0.18,0.21,0.01,0.29,0.15,0.21,0.14,0.15,0.89,0.16,0.4,0.25,0.34,0.23,1,0.34,0.26,0.59,0.79,0.78,0.88,0.7,0.32,0.34,0,0.16,0,0.33,0.29,0.28,0.3,0.05,0.04,0.03,0.03,0.9,0.04,0.24,0.26,0.64,0.52,0.73,0.09,0.19,0.53,0.5,0.01,0.76,0.16,0.14,0.15,0.54,0.42,0,0.13,0.11,0.1,0.22,0.23,0.26,0.2,0.19,0.32,0.43,0,0,0.06,0.14,0,0,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.14,0,?,?,?,?,0,?,0.24 +9,11,56270,Norwichtown,5,0.04,0.35,0.1,0.87,0.06,0.06,0.33,0.5,0.3,0.51,0.06,1,0.29,0.47,0.17,0.51,0.55,0.42,0.59,0.34,0.33,0.33,0.26,0.2,0.53,0.24,0.32,0.04,0.31,0.44,0.49,0.25,0.45,0.48,0.47,0.44,0.46,0.34,0.56,0.44,0.6,0.61,0.4,0.49,0.51,0.51,0.45,0.52,0.5,0.02,0.27,0.01,0.1,0.16,0.23,0.24,0.03,0.04,0.06,0.06,0.84,0.06,0.16,0.15,0.37,0.41,0.36,0.43,0.09,0.57,0,0.08,0.64,0.42,0.1,0.62,0.06,0.22,0.19,0.31,0.3,0.29,0.31,0.39,0.44,0.41,0.52,0.63,0.53,0.01,0.02,0.13,0.64,0.56,0.76,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.11,0.05,?,?,?,?,0,?,0.22 +48,?,?,SulphurSpringscity,5,0.01,0.4,0.28,0.76,0.02,0.06,0.4,0.44,0.29,0.6,0,0,0.14,0.31,0.86,0.29,0.62,0.38,0.41,0.18,0.18,0.19,0.16,0.23,0.67,0.2,0.21,0.02,0.5,0.45,0.64,0.18,0.51,0.37,0.39,0.31,0.59,0.22,0.54,0.21,0.54,0.56,0.44,0.62,0.62,0.53,0.65,0.78,0.74,0.01,0.18,0,0.36,0.33,0.55,0.55,0.04,0.04,0.05,0.05,0.95,0.03,0.19,0.17,0.4,0.37,0.46,0.52,0.17,0.55,0,0.05,0.39,0.54,0.09,0.63,0.63,0.63,0.65,0.05,0.06,0.06,0.15,0.16,0.16,0.18,0.41,0.41,0.69,0,0,0.05,0.84,0.42,0.66,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.07,0.02,?,?,?,?,0,?,0.5 +24,?,?,Hagerstowncity,5,0.04,0.28,0.12,0.89,0.04,0.01,0.32,0.48,0.31,0.52,0.06,1,0.19,0.39,0.14,0.32,0.57,0.5,0.46,0.21,0.22,0.22,0.18,0.35,0.17,0.11,0.19,0.05,0.41,0.46,0.61,0.14,0.23,0.46,0.38,0.29,0.59,0.23,0.73,0.39,0.77,0.79,0.34,0.36,0.38,0.34,0.46,0.37,0.43,0.03,0.41,0,0.34,0.43,0.6,0.59,0.03,0.03,0.04,0.04,0.96,0.03,0.13,0.11,0.29,0.31,0.34,0.24,0.06,0.61,0,0.07,0.68,0.26,0.71,0.49,0.17,0.5,0.14,0.12,0.13,0.13,0.16,0.19,0.22,0.17,0.28,0.3,0.51,0.03,0,0.03,0.72,0.47,0.77,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.3,0.09,?,?,?,?,0,?,0.26 +55,101,54875,MountPleasanttown,5,0.02,0.42,0.09,0.89,0.05,0.07,0.34,0.35,0.22,0.49,0.03,0.79,0.45,0.57,0.48,0.71,0.54,0.22,0.68,0.45,0.42,0.42,0.22,0.29,0.55,0.28,0.28,0.01,0.11,0.26,0.34,0.33,0.21,0.56,0.77,0.34,0.38,0.47,0.33,0.29,0.27,0.31,0.42,0.78,0.78,0.69,0.86,0.5,0.61,0.01,0.15,0,0.04,0.14,0.13,0.18,0.01,0.03,0.03,0.03,0.89,0.04,0.13,0.14,0.44,0.51,0.21,0.76,0.05,0.43,0.5,0.01,0.88,0.7,0.05,0.55,0.63,0.07,0.09,0.17,0.17,0.18,0.27,0.31,0.33,0.29,0.29,0.32,0.26,0,0,0.1,0.78,0.64,0.79,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.05,0.04,?,?,?,?,0,?,0.09 +18,?,?,CrownPointcity,5,0.01,0.49,0.03,0.96,0.04,0.04,0.36,0.39,0.24,0.49,0.03,1,0.43,0.56,0.19,0.66,0.52,0.08,0.59,0.44,0.36,0.35,0.08,0,0.7,0.51,0.37,0,0.08,0.22,0.28,0.33,0.31,0.48,0.46,0.54,0.31,0.46,0.32,0.32,0.34,0.34,0.51,0.81,0.83,0.92,0.83,0.4,0.57,0,0.06,0.01,0.06,0.05,0.06,0.12,0.02,0.02,0.02,0.04,0.82,0.09,0.19,0.19,0.48,0.59,0.22,0.74,0.06,0.38,0.5,0.01,0.94,0.67,0.05,0.32,0.58,0.03,0.1,0.17,0.16,0.15,0.34,0.33,0.34,0.35,0.45,0.24,0.35,0,0,0.17,0.66,0.65,0.84,0.76,0.02,0.98,0.97,0.88,0,0.12,0.02,0.98,0.66,0.69,0.36,0.14,0,0.34,0.06,0.36,0.41,0.02,0.19,0.06,0.07,0.03,0.28,0,0.97,1,0.02 +36,91,65255,SaratogaSpringscity,5,0.02,0.4,0.06,0.94,0.04,0.02,0.67,0.65,0.59,0.41,0,0,0.32,0.53,0.23,0.62,0.51,0.23,0.47,0.39,0.37,0.36,0.26,0.16,0.06,0.34,0.39,0.02,0.22,0.24,0.27,0.5,0.32,0.46,0.22,0.77,0.25,0.63,0.43,0.67,0.41,0.44,0.43,0.65,0.68,0.8,0.68,0.28,0.43,0.01,0.13,0,0.13,0.24,0.25,0.28,0.03,0.04,0.04,0.04,0.93,0,0.17,0.13,0.32,0.48,0.19,0.51,0.06,0.52,0.5,0.05,0.59,0.43,0.06,0.67,0.42,0.14,0.17,0.25,0.25,0.28,0.33,0.35,0.39,0.35,0.56,0.3,0.37,0,0,0.08,0.74,0.48,0.51,0.56,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.07,0.09,?,?,?,?,0,?,0.55 +44,9,48340,Narragansetttown,5,0.01,0.39,0.02,0.96,0.05,0.02,0.53,0.69,0.66,0.35,0,0,0.39,0.64,0.32,0.54,0.38,0.21,0.52,0.45,0.41,0.39,0.37,0.18,0.52,0.29,0.78,0.02,0.34,0.11,0.2,0.6,0.31,0.61,0.16,0.57,0.2,0.53,0.3,0.73,0.34,0.33,0.4,0.66,0.72,0.75,0.77,0.56,0.73,0,0.1,0,0.53,0.61,0.56,0.48,0.12,0.13,0.1,0.08,0.9,0.03,0.14,0.12,0.43,0.45,0.43,0.49,0.05,0.47,0.5,0.12,0,0.49,0.11,1,0.67,0.1,0.14,0.41,0.42,0.49,0.54,0.56,0.66,0.59,0.72,0.58,0.47,0,0,0.09,0.61,0.47,0.42,0.49,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.09,0.06,?,?,?,?,0,?,0.18 +6,?,?,MissionViejocity,5,0.1,0.56,0.02,0.86,0.38,0.14,0.43,0.42,0.26,0.24,0.12,1,0.81,0.78,0.16,0.67,0.23,0.07,0.39,0.75,0.65,0.65,0.51,0.31,0.42,0.49,0.64,0.01,0.04,0.04,0.08,0.64,0.12,0.73,0.42,0.38,0.12,0.68,0.32,0.32,0.4,0.37,0.54,0.85,0.87,0.89,0.8,0.39,0.45,0.01,0.05,0.06,0.3,0.32,0.43,0.46,0.26,0.25,0.3,0.3,0.76,0.11,0.22,0.25,0.62,0.6,0.56,0.79,0.13,0.3,0.5,0.06,0.83,0.78,0.01,0.29,0.81,0.01,0.16,0.7,0.69,0.69,0.94,0.96,1,0.96,0.71,0.83,0.24,0,0,0.37,0.38,0.37,0.54,0.53,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.35,0.03,?,?,?,?,0,?,0.09 +33,15,17940,Derrytown,5,0.03,0.49,0.02,0.97,0.05,0.02,0.34,0.54,0.26,0.14,0,0,0.52,0.84,0.18,0.47,0.19,0.13,0.13,0.5,0.41,0.39,0.64,0.27,0.39,0.35,0.44,0.01,0.09,0.13,0.22,0.4,0.32,0.81,0.6,0.25,0.34,0.48,0.49,0.34,0.42,0.47,0.54,0.81,0.83,0.88,0.69,0.66,0.69,0,0.08,0.01,0.09,0.16,0.24,0.29,0.02,0.04,0.05,0.05,0.91,0.04,0.17,0.17,0.53,0.65,0.35,0.61,0.08,0.62,0,0.06,0.62,0.55,0.32,0.35,0.81,0.13,0.46,0.36,0.33,0.31,0.57,0.54,0.59,0.55,0.37,0.8,0.67,0,0,0.1,0.16,0.4,0.34,0.07,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.07,0.03,?,?,?,?,0,?,0.09 +6,?,?,Haywardcity,5,0.16,0.51,0.19,0.42,0.96,0.44,0.37,0.54,0.33,0.33,0.18,1,0.4,0.64,0.16,0.4,0.38,0.48,0.5,0.39,0.34,0.37,0.38,0.22,0.31,0.32,0.39,0.1,0.25,0.31,0.4,0.26,0.37,0.56,0.39,0.25,0.48,0.31,0.6,0.51,0.64,0.64,0.58,0.52,0.51,0.59,0.44,0.44,0.48,0.07,0.3,0.16,0.44,0.52,0.61,0.63,0.65,0.67,0.72,0.68,0.45,0.4,0.47,0.41,0.54,0.54,0.55,0.39,0.51,0.63,0,0.11,0.82,0.4,0.1,0.18,0.5,0.13,0.22,0.5,0.47,0.46,0.65,0.62,0.68,0.61,0.63,0.63,0.19,0.08,0.04,0.63,0.49,0.43,0.63,0.68,0.02,0.12,0.97,0.14,0.07,0.24,0.62,0.12,0.58,0.69,0.06,0.33,0.69,0.33,0.04,0.5,1,0.12,0.21,0.45,0.04,0.05,0.64,1,0.77,0.19,0.46 +34,23,31470,HighlandParkborough,5,0.01,0.26,0.17,0.77,0.31,0.1,0.2,0.48,0.25,0.43,0.02,1,0.46,0.7,0.27,0.67,0.42,0.15,0.31,0.56,0.54,0.57,0.39,0.7,0.29,0.38,0.47,0.01,0.14,0.2,0.25,0.8,0.3,0.7,0.29,0.97,0.15,0.86,0.34,0.59,0.38,0.38,0.39,0.7,0.75,0.88,0.52,0.75,0.73,0,0.18,0.02,0.76,0.76,0.74,0.68,1,0.88,0.77,0.65,0.66,0.2,0.18,0.13,0.29,0.5,0.21,0.33,0.11,0.69,0,0.02,0.8,0.26,0.16,0.5,0.25,0.05,0.09,0.46,0.45,0.45,0.63,0.6,0.66,0.59,0.48,0.56,0.72,0,0,0.55,0.41,0.56,0.54,0.45,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.6,0.48,?,?,?,?,0,?,0.04 +55,9,19775,DePerecity,5,0.01,0.55,0,0.98,0.01,0.01,0.67,0.65,0.54,0.34,0.03,1,0.38,0.6,0.22,0.71,0.45,0.16,0.33,0.39,0.33,0.31,0,0.16,1,0.28,0.4,0.01,0.18,0.25,0.23,0.35,0.16,0.6,0.47,0.5,0.49,0.43,0.22,0.54,0.24,0.24,0.51,0.79,0.84,0.85,0.73,0.65,0.71,0,0.05,0,0.14,0.1,0.16,0.33,0.01,0.01,0.01,0.01,0.98,0.01,0.18,0.2,0.49,0.6,0.26,0.69,0.06,0.41,0.5,0.01,0.92,0.61,0.09,0.3,0.65,0.08,0,0.13,0.11,0.11,0.23,0.29,0.3,0.27,0.24,0.39,0.44,0,0,0.02,0.88,0.53,0.68,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.17,0.05,?,?,?,?,0,?,0.07 +29,?,?,KansasCitycity,5,0.68,0.33,0.58,0.49,0.07,0.07,0.36,0.49,0.29,0.4,0.69,1,0.25,0.55,0.3,0.4,0.45,0.37,0.42,0.28,0.3,0.37,0.22,0.18,0.26,0.27,0.32,0.6,0.4,0.24,0.36,0.35,0.46,0.52,0.29,0.43,0.39,0.41,0.74,0.51,0.72,0.76,0.46,0.36,0.36,0.42,0.37,0.63,0.67,0.55,0.6,0.08,0.34,0.34,0.39,0.44,0.07,0.06,0.06,0.06,0.9,0.06,0.3,0.23,0.34,0.43,0.27,0.51,0.14,0.58,0,1,0.5,0.47,0.57,0.45,0.35,0.29,0.29,0.08,0.09,0.1,0.2,0.25,0.28,0.26,0.41,0.27,0.36,0.35,0.22,0.08,0.59,0.55,0.69,0.65,0.24,0.25,0.75,0.3,0.32,0.27,0.37,0.25,0.61,0.75,0.33,0.06,0.03,0.27,0.16,0.43,0.19,0.91,0.12,0.32,0.49,0.34,0.79,1,0.39,0.32,1 +34,25,32640,Holmdeltownship,5,0,0.84,0.01,0.82,0.69,0.04,0.52,0.39,0.29,0.24,0.01,0.68,1,0.86,0.19,0.86,0.27,0.11,0.39,1,0.94,0.92,0.79,0,0.69,0,1,0,0.03,0.19,0.19,0.77,0.11,0.52,0.22,0.53,0.08,0.87,0.04,0.36,0.09,0.07,0.72,0.98,0.98,0.99,0.94,0.18,0.12,0,0.03,0.01,0.1,0.08,0.13,0.17,0.09,0.06,0.09,0.11,0.68,0.12,0.3,0.36,0.85,0.82,0.64,0.98,0.01,0.03,1,0,0.91,0.98,0.52,0.73,0.73,0.02,0,0.91,1,1,0.7,1,1,0.78,0.38,0.67,0.42,0,0,0.36,0.46,0.75,0.66,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.05,0.59,?,?,?,?,0,?,0.04 +21,?,?,Independencecity,5,0,0.63,0.01,0.99,0.02,0.01,0.49,0.55,0.32,0.18,0.02,1,0.4,0.78,0.37,0.38,0.29,0.25,0.29,0.36,0.25,0.24,0,0,0.42,0,0.58,0,0.14,0.27,0.39,0.2,0.19,0.73,0.43,0.25,0.52,0.29,0.35,0.27,0.43,0.41,0.62,0.72,0.75,0.73,0.62,0.73,0.69,0,0.18,0,0,0.32,0.26,0.22,0,0.01,0.01,0,0.99,0,0.29,0.32,0.69,0.71,0.55,0.75,0.09,0.43,0.5,0.01,0.77,0.72,0.03,0.18,0.71,0.16,0.2,0.13,0.11,0.09,0.31,0.29,0.28,0.31,0.35,0.3,0.32,0,0,0.01,0.74,0.6,0.74,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.05,0.15,?,?,?,?,0,?,0.04 +42,11,17720,Cumrutownship,5,0.01,0.32,0.02,0.96,0.09,0.02,0.27,0.34,0.2,0.56,0.02,0.76,0.42,0.56,0.1,0.74,0.5,0.13,0.45,0.44,0.48,0.46,0.33,0,0.46,0.94,0.84,0,0.08,0.25,0.37,0.38,0.08,0.59,0.53,0.49,0.4,0.51,0.46,0.26,0.4,0.44,0.33,0.8,0.8,0.91,0.77,0.58,0.71,0,0.04,0,0.19,0.27,0.27,0.28,0.05,0.07,0.06,0.06,0.91,0.03,0.1,0.1,0.34,0.43,0.15,0.71,0.02,0.45,0.5,0.01,0.83,0.64,0.06,0.3,0.69,0.01,0.08,0.21,0.21,0.23,0.47,0.43,0.42,0.42,0.37,0.3,0.24,0,0,0.11,0.83,0.6,0.7,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.05,0.06,?,?,?,?,0,?,0.13 +36,59,43335,LongBeachcity,5,0.04,0.34,0.15,0.81,0.1,0.2,0.23,0.42,0.2,0.55,0.05,1,0.49,0.49,0.12,0.56,0.54,0.27,0.36,0.55,0.54,0.57,0.28,0.13,0.45,0.25,0.44,0.02,0.21,0.22,0.28,0.46,0.33,0.47,0.2,0.48,0.27,0.54,0.49,0.57,0.45,0.48,0.44,0.62,0.59,0.85,0.49,0.2,0.34,0.02,0.24,0.03,0.25,0.3,0.36,0.41,0.25,0.26,0.28,0.3,0.68,0.19,0.33,0.25,0.32,0.4,0.28,0.42,0.29,0.7,0,0.09,0.52,0.39,0.29,0.77,0.33,0.1,0.17,0.49,0.48,0.49,0.66,0.67,0.83,0.7,0.58,0.58,0.94,0,0,0.41,0.75,0.6,0.73,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,1,1,?,?,?,?,0,?,0.16 +49,?,?,Logancity,5,0.04,0.6,0.01,0.87,0.31,0.06,0.73,0.96,0.86,0.24,0.05,1,0.16,0.67,0.85,0.49,0.3,0.21,0.36,0.18,0.14,0.14,0.11,0.09,0.13,0.23,0.25,0.06,0.57,0.1,0.14,0.6,0.43,0.51,0.55,0.74,0.45,0.45,0.2,0.64,0.21,0.21,0.65,0.83,0.87,0.86,0.74,0.6,0.51,0,0.05,0.02,1,1,0.97,0.93,0.59,0.52,0.43,0.37,0.8,0.12,0.63,0.62,0.61,0.69,0.57,0.3,0.41,0.61,0,0.02,0.88,0.29,0.02,0.35,0.54,0.31,0.09,0.13,0.12,0.13,0.18,0.18,0.19,0.17,0.42,0.37,0.21,0,0,0.23,0.57,0.24,0.23,0.23,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.19,0.05,?,?,?,?,0,?,0.04 +8,?,?,Louisvillecity,5,0,0.45,0.02,0.92,0.15,0.1,0.21,0.3,0.07,0.1,0,0,0.52,0.82,0.61,0.64,0.13,0.1,0.22,0.48,0.45,0.43,0.43,0.39,0.35,0.38,0.41,0,0.11,0.09,0.1,0.7,0.15,0.89,0.52,0.5,0.16,0.73,0.46,0.23,0.48,0.49,0.51,0.82,0.88,0.93,0.79,0.61,0.56,0,0.02,0,0.24,0.18,0.26,0.25,0.05,0.04,0.05,0.04,0.92,0.04,0.13,0.13,0.5,0.53,0.35,0.79,0.06,0.39,0.5,0.01,0.88,0.75,0.04,0.47,0.88,0.03,0,0.24,0.21,0.21,0.43,0.44,0.56,0.46,0.42,0.6,0.53,0,0,0.09,0.37,0.37,0.47,0.41,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.13,0.19,?,?,?,?,0,?,0.12 +9,3,82590,WestHartfordtown,5,0.08,0.36,0.04,0.91,0.17,0.06,0.3,0.33,0.23,0.71,0.1,1,0.63,0.49,0.27,0.83,0.66,0.17,0.7,0.69,0.75,0.75,0.38,0.24,0.43,0.33,0.55,0.02,0.08,0.2,0.2,0.76,0.21,0.47,0.24,0.69,0.15,0.79,0.2,0.39,0.29,0.27,0.37,0.8,0.83,0.89,0.68,0.52,0.6,0.01,0.08,0.05,0.33,0.32,0.32,0.32,0.28,0.24,0.22,0.2,0.74,0.15,0.13,0.13,0.35,0.41,0.19,0.75,0.04,0.38,0.5,0.06,0.84,0.7,0.03,0.27,0.25,0.02,0.05,0.54,0.53,0.56,0.62,0.6,0.68,0.61,0.51,0.41,0.5,0,0,0.36,0.53,0.74,0.79,0.69,0.01,0.19,0.97,0.25,0.04,0.26,0.46,0.19,0.95,0.92,0.08,0.04,0,0.09,0.02,0.57,1,0.06,0.23,0.24,0.01,0.03,0.94,1,0.42,0.24,0.09 +1,?,?,Tuskegeecity,5,0,0.62,1,0,0.03,0,1,0.89,0.95,0.47,0,0,0.07,0.42,0.32,0.12,0.46,0.6,0.62,0.11,0.08,0.2,0.19,0,0.16,0.09,0.06,0.03,0.97,0.47,0.48,0.44,1,0.08,0.14,1,0.4,0.5,0.4,1,0.54,0.51,0.61,0,0,0,0,0.92,0.86,0.04,1,0,0.56,0.62,0.55,0.62,0.07,0.07,0.06,0.06,0.95,0.04,0.53,0.39,0.41,0.39,0.46,0.38,0.3,0.49,0.5,0.03,0.44,0.4,0.74,0.61,0.65,0.71,0.52,0.07,0.07,0.08,0.02,0.09,0.11,0.13,1,0.45,0.5,0,0,0.05,0.71,0.47,0.55,0.43,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.07,0.01,?,?,?,?,0,?,0.53 +16,?,?,Pocatellocity,5,0.06,0.45,0.02,0.91,0.08,0.08,0.52,0.55,0.39,0.34,0.07,1,0.22,0.58,0.36,0.47,0.44,0.25,0.37,0.25,0.21,0.21,0.25,0.1,0.18,0.23,0.24,0.06,0.4,0.16,0.28,0.35,0.37,0.51,0.26,0.55,0.42,0.43,0.53,0.37,0.51,0.54,0.56,0.67,0.75,0.76,0.64,0.57,0.6,0.01,0.1,0.01,0.5,0.47,0.41,0.47,0.07,0.05,0.04,0.05,0.93,0.02,0.46,0.4,0.47,0.56,0.33,0.62,0.14,0.5,0.5,0.08,0.66,0.57,0.26,0.54,0.46,0.26,0.22,0.08,0.07,0.08,0.11,0.14,0.14,0.12,0.38,0.27,0.19,0.01,0,0.05,0.61,0.46,0.59,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.14,0.17,?,?,?,?,0,?,0.14 +4,?,?,Scottsdalecity,5,0.19,0.23,0.01,0.94,0.07,0.09,0.26,0.39,0.23,0.54,0.2,0.97,0.45,0.51,0.27,0.63,0.49,0.1,0.48,0.51,0.63,0.62,0.5,0.16,0.43,0.31,0.43,0.07,0.14,0.09,0.13,0.56,0.24,0.55,0.26,0.4,0.14,0.63,0.55,0.37,0.67,0.65,0.26,0.64,0.68,0.76,0.58,0.5,0.45,0.02,0.08,0.05,0.26,0.33,0.38,0.38,0.12,0.13,0.13,0.12,0.87,0.06,0.1,0.09,0.25,0.31,0.2,0.6,0.06,0.53,0.5,0.61,0.28,0.57,0.01,0.28,0.79,0.07,0.07,0.25,0.27,0.33,0.51,0.49,0.56,0.5,0.55,0.56,0.22,0,0,0.18,0.09,0.36,0.5,0.21,0.02,0.09,0.96,0.12,0.04,0.1,0.31,0.09,0.95,0.97,0,0.03,0.11,0.03,0.03,0.5,0.38,0.54,0.06,0.06,0.1,0.04,0.91,1,0.53,0.12,0.1 +12,?,?,Stuartcity,5,0,0.15,0.3,0.75,0.04,0.07,0.17,0.26,0.15,1,0.02,1,0.24,0,0.03,0.59,1,0.28,0.93,0.29,0.38,0.43,0.18,0.19,0.21,0.26,0.2,0.01,0.3,0.28,0.38,0.26,0.28,0.16,0.16,0.44,0.27,0.36,0.71,0.31,0.58,0.66,0.14,0.39,0.37,0.68,0.39,0.51,0.78,0.01,0.35,0.01,0.16,0.18,0.26,0.31,0.08,0.07,0.1,0.11,0.88,0.08,0.15,0.11,0.11,0.08,0.22,0.54,0.16,0.89,0,0.07,0.18,0.57,0.1,0.49,0.73,0.29,0.21,0.15,0.15,0.15,0.34,0.37,0.41,0.39,0.69,0.36,0.14,0.02,0,0.2,0.15,0.48,0.53,0.43,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.23,0,?,?,?,?,0,?,0.45 +34,35,5560,Bernardstownship,5,0.01,0.47,0.03,0.93,0.19,0.03,0.24,0.31,0.15,0.37,0.02,0.91,0.96,0.78,0.18,0.89,0.27,0.05,0.38,0.98,0.98,0.97,0.46,0.35,0.57,0.25,1,0,0.02,0.11,0.09,0.9,0.12,0.6,0.33,0.48,0.08,0.91,0.36,0.38,0.26,0.31,0.42,0.96,0.96,0.97,0.84,0.28,0.29,0,0.02,0.01,0.26,0.23,0.32,0.35,0.13,0.1,0.13,0.13,0.83,0.06,0.1,0.11,0.42,0.45,0.23,0.86,0.01,0.38,0.5,0.01,0.83,0.82,0.05,0.35,0.79,0.06,0.13,0.73,0.78,0.85,0.42,1,1,1,0.42,0.7,0.36,0,0,0.21,0.49,0.48,0.23,0.52,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.06,0.33,?,?,?,?,0,?,0.03 +25,27,46925,Northbridgetown,5,0.01,0.52,0.01,0.99,0.02,0.01,0.39,0.46,0.28,0.44,0.02,0.76,0.41,0.55,0.23,0.54,0.55,0.33,0.49,0.41,0.31,0.29,0.42,0.16,0.24,1,0.51,0.01,0.14,0.36,0.46,0.25,0.49,0.54,0.57,0.41,0.46,0.38,0.31,0.39,0.37,0.36,0.53,0.68,0.71,0.73,0.57,0.66,0.64,0,0.15,0,0.03,0.07,0.06,0.06,0.01,0.02,0.01,0.01,0.88,0.04,0.2,0.2,0.53,0.61,0.44,0.52,0.06,0.36,0.5,0.01,0.81,0.48,0.21,0.43,0.1,0.09,0.13,0.37,0.35,0.32,0.34,0.41,0.45,0.42,0.51,0.43,0.46,0,0,0.11,0.83,0.64,0.86,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.06,0.01,?,?,?,?,0,?,0.28 +34,13,6260,Bloomfieldtownship,5,0.06,0.33,0.08,0.84,0.31,0.09,0.26,0.43,0.26,0.61,0.07,1,0.46,0.54,0.11,0.67,0.61,0.16,0.62,0.54,0.47,0.46,0.36,0.2,0.42,0.46,0.48,0.02,0.14,0.29,0.37,0.4,0.33,0.55,0.41,0.47,0.25,0.48,0.3,0.51,0.33,0.33,0.45,0.75,0.76,0.85,0.62,0.43,0.49,0.01,0.11,0.04,0.35,0.41,0.44,0.48,0.32,0.33,0.33,0.32,0.68,0.15,0.21,0.17,0.36,0.54,0.18,0.54,0.09,0.63,0,0.04,0.85,0.44,0.07,0.55,0.04,0.04,0.18,0.47,0.44,0.39,0.5,0.51,0.58,0.5,0.37,0.63,0.86,0,0,0.39,0.7,0.77,0.76,0.75,0.01,0.22,0.98,0.26,0.02,0.2,0.3,0.22,0.85,0.94,0.07,0.03,0,0.07,0,0.5,0.14,0.01,0.71,0.55,0.01,0.01,0.76,0,0,0.16,0.15 +48,?,?,Sweetwatercity,5,0,0.42,0.11,0.6,0.01,0.54,0.45,0.43,0.27,0.54,0,0,0.12,0.38,0.77,0.27,0.65,0.4,0.29,0.14,0.14,0.18,0.12,0.12,0.46,0.16,0.18,0.02,0.61,0.68,0.73,0.16,0.56,0.33,0.36,0.48,0.59,0.22,0.46,0.23,0.45,0.47,0.52,0.64,0.61,0.59,0.44,0.49,0.45,0,0.15,0,0.06,0.16,0.3,0.28,0.01,0.02,0.04,0.04,0.58,0.11,0.36,0.32,0.45,0.41,0.53,0.57,0.29,0.61,0,0.04,0.42,0.6,0.37,0.7,0.35,0.82,0.37,0,0,0.02,0.04,0.09,0.09,0.11,0.58,0.28,0.49,0,0,0.07,0.89,0.57,0.68,0.91,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.11,0.03,?,?,?,?,0,?,0.39 +18,?,?,Crawfordsvillecity,5,0.01,0.34,0.02,0.97,0.04,0.01,0.49,0.54,0.43,0.55,0,0,0.19,0.43,0.48,0.39,0.6,0.34,0.46,0.25,0.21,0.2,0.17,0.09,0.19,0.08,0.35,0.02,0.39,0.23,0.4,0.2,0.35,0.41,0.89,0.36,0.74,0.25,0.52,0.5,0.64,0.61,0.36,0.61,0.65,0.49,0.67,0.68,0.71,0.01,0.2,0,0.38,0.34,0.36,0.38,0.03,0.02,0.02,0.02,0.97,0,0.14,0.12,0.28,0.35,0.23,0.55,0.06,0.61,0,0.02,0.78,0.51,0.04,0.42,0.31,0.43,0.43,0.06,0.05,0.06,0.16,0.17,0.17,0.15,0.4,0.04,0.28,0,0,0.03,0.82,0.49,0.68,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0.02,?,?,?,?,0,?,0.03 +6,?,?,SanRafaelcity,5,0.06,0.3,0.06,0.75,0.34,0.27,0.26,0.42,0.27,0.44,0.08,1,0.5,0.55,0.32,0.65,0.42,0.24,0.49,0.59,0.66,0.71,0.41,0.26,0.39,0.22,0.33,0.03,0.2,0.2,0.17,0.62,0.27,0.58,0.16,0.48,0.2,0.64,0.61,0.57,0.71,0.69,0.3,0.56,0.6,0.7,0.54,0.57,0.56,0.02,0.26,0.07,0.57,0.63,0.66,0.66,0.86,0.83,0.79,0.73,0.59,0.5,0.23,0.19,0.29,0.3,0.34,0.43,0.27,0.6,0,0.04,0.86,0.44,0.06,0.17,0.5,0.08,0.18,0.9,0.95,0.97,0.71,0.69,0.84,0.67,0.81,0.63,0.26,0.1,0.04,0.64,0.42,0.43,0.52,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.24,0.68,?,?,?,?,0,?,0.23 +40,?,?,ElkCitycity,5,0,0.41,0.07,0.87,0.02,0.08,0.43,0.43,0.24,0.5,0,0,0.14,0.36,1,0.34,0.59,0.6,0.26,0.13,0.18,0.19,0.13,0.03,0.99,0.16,0.16,0.02,0.48,0.45,0.58,0.19,0.54,0.34,0.11,0.43,0.45,0.34,0.55,0.19,0.55,0.57,0.48,0.63,0.62,0.56,0.6,0.47,0.57,0.01,0.23,0,0,0.12,0.4,0.64,0,0.01,0.02,0.03,0.92,0.03,0.19,0.18,0.44,0.38,0.54,0.54,0.16,0.52,0.5,0.05,0.22,0.58,0.52,0.74,0.67,0.75,0.48,0,0.03,0.05,0.07,0.09,0.08,0.14,0.26,0.38,0.44,0,0,0.02,0.63,0.42,0.52,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.08,0,?,?,?,?,0,?,0.1 +54,?,?,Fairmontcity,5,0.02,0.27,0.13,0.89,0.02,0.01,0.5,0.46,0.43,0.75,0,0,0.11,0.14,0.17,0.46,0.8,0.47,0.87,0.19,0.19,0.19,0.16,0.07,0.1,0.03,0.27,0.04,0.58,0.36,0.44,0.25,0.95,0.1,0.27,0.52,0.39,0.4,0.52,0.44,0.44,0.49,0.31,0.52,0.54,0.49,0.52,0.32,0.35,0.01,0.31,0,0.47,0.41,0.33,0.37,0.06,0.04,0.03,0.03,0.95,0.03,0.11,0.1,0.25,0.27,0.24,0.59,0.04,0.55,0,0.07,0.46,0.58,0.38,0.87,0.13,0.5,0.2,0.05,0.05,0.06,0.08,0.11,0.12,0.13,0.7,0.22,0.42,0.02,0,0.05,0.84,0.69,0.74,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.22,0.04,?,?,?,?,0,?,0.22 +6,?,?,Pacificacity,5,0.04,0.53,0.1,0.64,0.84,0.25,0.34,0.44,0.25,0.22,0.06,1,0.59,0.78,0.17,0.53,0.27,0.24,0.38,0.56,0.46,0.48,0.38,0.3,0.36,0.45,0.53,0.01,0.11,0.11,0.21,0.36,0.16,0.75,0.14,0.37,0.26,0.44,0.49,0.45,0.56,0.55,0.57,0.69,0.67,0.79,0.66,0.58,0.7,0.01,0.19,0.04,0.2,0.22,0.33,0.39,0.2,0.2,0.27,0.29,0.67,0.12,0.34,0.32,0.58,0.63,0.47,0.63,0.29,0.39,0.5,0.02,0.91,0.6,0.1,0.19,0.5,0.05,0.15,0.74,0.72,0.67,0.82,0.76,0.91,0.8,0.6,0.71,0.22,0,0,0.43,0.59,0.6,0.61,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.25,0.48,?,?,?,?,0,?,0.26 +44,7,66200,Smithfieldtown,5,0.01,0.68,0.01,0.98,0.04,0.01,0.71,0.6,0.62,0.39,0.03,0.83,0.51,0.62,0.08,0.63,0.51,0.18,0.47,0.52,0.35,0.34,0.22,0,0.23,0.14,0.28,0.01,0.1,0.23,0.32,0.4,0.27,0.53,0.4,0.63,0.3,0.49,0.21,0.61,0.22,0.22,0.5,0.84,0.83,0.92,0.81,0.47,0.58,0,0.05,0,0.1,0.1,0.14,0.14,0.02,0.02,0.03,0.02,0.92,0.03,0.15,0.16,0.51,0.57,0.18,0.85,0.04,0.4,0.5,0.01,0.92,0.79,0.04,0.56,0.56,0.04,0.2,0.35,0.35,0.35,0.28,0.37,0.49,0.37,0.53,0.51,0.32,0,0,0.1,0.71,0.67,0.73,0.55,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.06,0.07,?,?,?,?,0,?,0.03 +6,?,?,Barstowcity,5,0.02,0.52,0.2,0.5,0.21,0.58,0.47,0.58,0.38,0.28,0,0,0.27,0.61,0.07,0.26,0.31,0.62,0.57,0.26,0.23,0.26,0.29,0.11,0.26,0.27,0.31,0.03,0.37,0.3,0.42,0.15,0.61,0.43,0.04,0.25,0.4,0.3,0.68,0.37,0.7,0.71,0.59,0.49,0.45,0.48,0.46,0.2,0.31,0.01,0.26,0.01,0.54,0.49,0.51,0.56,0.28,0.23,0.22,0.22,0.64,0.19,0.44,0.4,0.56,0.54,0.59,0.4,0.45,0.56,0,0.04,0.58,0.42,0.2,0.25,0.56,0.6,0.51,0.16,0.14,0.13,0.32,0.33,0.37,0.34,0.55,0.36,0.19,0.02,0.02,0.22,0.42,0.37,0.52,0.43,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.08,0.07,?,?,?,?,0,?,0.43 +6,?,?,LosGatostown,5,0.03,0.32,0.01,0.89,0.31,0.09,0.28,0.37,0.2,0.38,0.04,1,0.76,0.68,0.36,0.76,0.32,0.12,0.39,0.82,0.98,0.96,0.46,0.18,0.78,0.68,0.99,0.01,0.11,0.07,0.08,0.79,0.12,0.68,0.52,0.53,0.1,0.86,0.62,0.44,0.66,0.67,0.32,0.68,0.72,0.72,0.65,0.39,0.42,0.01,0.1,0.02,0.31,0.32,0.34,0.37,0.24,0.22,0.21,0.21,0.8,0.06,0.13,0.12,0.33,0.4,0.23,0.62,0.09,0.45,0.5,0.03,0.83,0.57,0.36,0.34,0.52,0.03,0.05,1,1,1,0.82,0.82,0.99,0.81,0.54,0.7,0.18,0,0,0.32,0.47,0.49,0.72,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.22,0.07,?,?,?,?,0,?,0.11 +34,23,69390,SouthPlainfieldborough,5,0.02,0.65,0.12,0.82,0.25,0.08,0.36,0.42,0.26,0.41,0.03,1,0.65,0.77,0.23,0.68,0.45,0.1,0.51,0.59,0.44,0.43,0.47,0.48,0.31,0.41,0.56,0,0.06,0.25,0.32,0.29,0.25,0.65,0.46,0.3,0.32,0.41,0.18,0.4,0.21,0.2,0.62,0.85,0.82,0.94,0.84,0.61,0.56,0,0.08,0.01,0.18,0.21,0.33,0.38,0.14,0.13,0.19,0.21,0.77,0.09,0.29,0.32,0.7,0.68,0.6,0.93,0.06,0.13,0.5,0,0.97,0.93,0.26,0.6,0.38,0.03,0.11,0.44,0.41,0.37,0.64,0.68,0.84,0.67,0.51,0.61,0.61,0,0,0.31,0.69,0.88,0.79,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.2,0.16,?,?,?,?,0,?,0.1 +55,25,51575,Middletoncity,5,0.01,0.27,0.02,0.96,0.08,0.02,0.31,0.52,0.29,0.29,0.02,1,0.38,0.76,0.39,0.75,0.31,0.19,0.34,0.45,0.42,0.41,0.23,0.09,0.18,0,0.34,0.01,0.14,0.12,0.1,0.69,0.06,0.83,0.2,0.71,0.18,0.65,0.46,0.45,0.53,0.52,0.37,0.64,0.73,0.87,0.53,0.64,0.88,0,0.11,0,0.53,0.59,0.54,0.56,0.11,0.11,0.09,0.08,0.92,0.05,0.07,0.07,0.3,0.47,0.2,0.43,0.06,0.55,0,0.01,0.89,0.36,0.04,0.3,0.67,0.07,0.02,0.22,0.2,0.21,0.44,0.4,0.39,0.37,0.37,0.47,0.44,0,0,0.08,0.69,0.4,0.61,0.61,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.17,0.16,?,?,?,?,0,?,0.03 +25,9,46365,NorthAndovertown,5,0.02,0.56,0.02,0.96,0.12,0.02,0.54,0.49,0.42,0.38,0.03,0.75,0.66,0.62,0.24,0.65,0.43,0.13,0.47,0.7,0.61,0.58,0.6,0.13,1,0.24,0.57,0,0.06,0.13,0.15,0.66,0.24,0.56,0.5,0.58,0.15,0.72,0.23,0.49,0.27,0.26,0.56,0.82,0.86,0.84,0.78,0.36,0.47,0,0.09,0.01,0.16,0.2,0.34,0.44,0.07,0.08,0.12,0.14,0.85,0.08,0.22,0.22,0.52,0.63,0.27,0.7,0.03,0.38,0.5,0.02,0.84,0.62,0.04,0.42,0.58,0.02,0.04,0.56,0.62,0.69,0.49,0.64,0.81,0.67,0.44,0.56,0.57,0,0,0.18,0.75,0.65,0.63,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.07,0.12,?,?,?,?,0,?,0.07 +48,?,?,FarmersBranchcity,5,0.02,0.49,0.05,0.77,0.14,0.37,0.36,0.44,0.27,0.31,0.04,1,0.44,0.74,0.28,0.53,0.34,0.09,0.42,0.41,0.41,0.45,0.23,0.17,0.28,0.24,0.26,0.01,0.17,0.3,0.34,0.4,0.32,0.68,0.42,0.18,0.32,0.44,0.43,0.35,0.59,0.54,0.49,0.71,0.67,0.77,0.68,0.71,0.74,0.01,0.14,0.02,0.44,0.53,0.67,0.77,0.42,0.44,0.51,0.53,0.64,0.38,0.36,0.36,0.54,0.42,0.77,0.57,0.34,0.25,0.5,0.02,0.83,0.64,0.38,0.37,0.52,0.25,0.16,0.18,0.18,0.2,0.4,0.43,0.51,0.46,0.4,0.22,0.39,0,0,0.4,0.49,0.61,0.68,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.17,0.1,?,?,?,?,0,?,0.16 +25,17,4615,Bedfordtown,5,0,0.57,0.05,0.91,0.19,0.02,0.28,0.41,0.27,0.42,0.02,0.95,0.76,0.7,0.56,0.84,0.4,0.16,0.55,0.74,0.67,0.66,0.52,0.24,0.38,0.26,0.63,0,0.03,0.06,0.09,0.7,0.11,0.64,0.47,0.73,0.11,0.74,0.31,0.49,0.28,0.3,0.49,0.85,0.88,0.88,0.7,0.66,0.67,0,0.03,0.01,0.2,0.19,0.33,0.36,0.11,0.09,0.15,0.15,0.88,0.03,0.17,0.17,0.49,0.58,0.26,0.73,0.03,0.26,0.5,0,0.92,0.67,0.06,0.49,0.46,0.01,0.45,0.62,0.61,0.58,0.64,0.72,0.94,0.77,0.49,0.24,0.35,0,0,0.24,0.59,0.74,0.69,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.08,0.12,?,?,?,?,0,?,0.06 +16,?,?,TwinFallscity,5,0.03,0.43,0,0.92,0.1,0.12,0.46,0.45,0.28,0.5,0,0,0.19,0.47,0.68,0.42,0.57,0.31,0.42,0.23,0.21,0.21,0.16,0.2,0.14,0.16,0.18,0.03,0.38,0.27,0.4,0.2,0.24,0.51,0.34,0.37,0.5,0.31,0.55,0.28,0.59,0.6,0.48,0.64,0.68,0.67,0.52,0.68,0.63,0.01,0.1,0.01,0.4,0.51,0.54,0.67,0.08,0.09,0.09,0.1,0.87,0.09,0.3,0.27,0.43,0.45,0.41,0.56,0.16,0.52,0.5,0.03,0.82,0.55,0.1,0.36,0.44,0.51,0.21,0.08,0.08,0.08,0.12,0.15,0.16,0.15,0.34,0.23,0.19,0.09,0,0.08,0.52,0.45,0.6,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.22,0.04,?,?,?,?,0,?,0.18 +39,?,?,Hilliardcity,5,0,0.52,0.01,0.98,0.04,0.01,0.38,0.5,0.24,0.21,0.02,1,0.41,0.77,0.22,0.52,0.28,0.14,0.36,0.38,0.37,0.36,0.87,0,0.27,0.66,0.42,0,0.1,0.14,0.31,0.34,0.21,0.68,0.41,0.38,0.34,0.47,0.38,0.24,0.44,0.43,0.49,0.76,0.77,0.87,0.69,0.48,0.51,0,0.1,0,0.46,0.44,0.66,0.63,0.05,0.04,0.05,0.05,0.96,0.01,0.13,0.15,0.55,0.57,0.49,0.67,0.06,0.23,0.5,0.02,0.69,0.66,0,0.26,0.69,0.07,0,0.16,0.14,0.16,0.4,0.39,0.42,0.42,0.26,0.44,0.12,0,0,0.04,0.74,0.43,0.67,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.11,0.03,?,?,?,?,0,?,0.06 +36,9,54716,Oleancity,5,0.01,0.34,0.05,0.94,0.04,0.01,0.36,0.41,0.27,0.57,0,0,0.16,0.36,0.14,0.49,0.63,0.42,0.54,0.2,0.21,0.2,0.14,0.16,0.83,0.02,0.16,0.02,0.44,0.24,0.37,0.28,0.53,0.36,0.42,0.58,0.39,0.39,0.52,0.42,0.54,0.56,0.46,0.47,0.54,0.48,0.62,0.44,0.5,0.01,0.26,0,0.19,0.14,0.26,0.22,0.03,0.02,0.03,0.02,0.94,0.01,0.23,0.19,0.35,0.44,0.27,0.53,0.03,0.42,0.5,0.02,0.76,0.48,0.13,0.53,0,0.4,0.2,0.05,0.05,0.05,0.14,0.15,0.13,0.15,0.46,0.28,0.49,0,0,0.05,0.81,0.67,0.82,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.24,0.08,?,?,?,?,0,?,0.2 +48,?,?,Alvincity,5,0.01,0.49,0.04,0.77,0.03,0.4,0.5,0.58,0.39,0.27,0,0,0.28,0.71,0.36,0.35,0.33,0.17,0.3,0.31,0.25,0.28,0.2,0.24,0.14,0.18,0.24,0.02,0.36,0.37,0.45,0.2,0.25,0.56,0.4,0.35,0.4,0.29,0.62,0.34,0.6,0.63,0.56,0.63,0.61,0.56,0.55,0.26,0.38,0.01,0.13,0.01,0.32,0.39,0.38,0.5,0.11,0.12,0.11,0.13,0.7,0.21,0.32,0.3,0.53,0.57,0.5,0.42,0.35,0.59,0,0.05,0.46,0.41,0.1,0.74,0.73,0.56,0.26,0.09,0.09,0.08,0.25,0.23,0.24,0.25,0.32,0.29,0.43,0,0,0.15,0.68,0.46,0.57,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.09,0.02,?,?,?,?,0,?,0.14 +1,?,?,Homewoodcity,5,0.02,0.23,0.16,0.85,0.08,0.01,0.47,0.65,0.48,0.45,0.04,1,0.31,0.62,0.2,0.58,0.4,0.11,0.38,0.42,0.43,0.43,0.29,0.28,0.18,0.41,0.63,0.01,0.16,0.09,0.14,0.69,0.14,0.53,0.15,0.68,0.11,0.76,0.47,0.56,0.59,0.57,0.27,0.61,0.68,0.85,0.69,0.63,0.67,0.01,0.15,0,0.46,0.61,0.66,0.58,0.11,0.12,0.12,0.1,0.92,0.05,0.05,0.04,0.16,0.27,0.11,0.47,0.03,0.62,0,0.03,0.82,0.42,0.03,0.35,0.44,0.07,0.24,0.2,0.19,0.18,0.3,0.27,0.26,0.28,0.26,0.15,0.29,0,0,0.09,0.68,0.38,0.66,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.26,0.04,?,?,?,?,0,?,0.15 +34,27,48090,Morristownship,5,0.02,0.52,0.11,0.86,0.19,0.04,0.33,0.36,0.26,0.42,0.03,0.94,1,0.73,0.35,0.88,0.38,0.08,0.46,1,1,1,0.58,0.77,0.5,0.21,0.78,0,0.06,0.13,0.13,0.87,0.11,0.63,0.3,0.57,0.1,0.9,0.24,0.38,0.21,0.23,0.44,0.9,0.89,0.96,0.77,0.32,0.33,0,0.04,0.01,0.38,0.44,0.41,0.43,0.28,0.29,0.24,0.23,0.81,0.07,0.17,0.19,0.49,0.55,0.22,0.83,0.02,0.19,0.5,0.01,0.87,0.77,0.05,0.49,0.5,0.01,0.05,0.75,0.82,0.83,0.91,0.83,0.98,0.86,0.4,0.46,0.42,0.03,0,0.31,0.45,0.67,0.61,0.56,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.11,0.34,?,?,?,?,0,?,0.04 +34,5,57510,Pembertontownship,5,0.03,0.68,0.44,0.52,0.27,0.15,0.5,0.54,0.32,0.18,0,0,0.39,0.79,0.28,0.3,0.25,0.32,0.74,0.35,0.25,0.25,0.34,0.15,0.22,0.36,0.39,0.02,0.17,0.26,0.4,0.12,0.33,0.65,0.25,0.52,0.46,0.25,0.46,0.43,0.55,0.53,0.69,0.64,0.6,0.69,0.6,0.52,0.6,0.02,0.3,0.01,0.19,0.19,0.21,0.23,0.09,0.08,0.08,0.08,0.76,0.07,0.4,0.42,0.73,0.7,0.72,0.68,0.24,0.36,0.5,0.02,0.84,0.69,1,0.5,0.6,0.24,0.24,0.23,0.2,0.18,0.45,0.39,0.43,0.41,0.48,0.54,0.53,0.01,0,0.2,0.4,0.6,0.53,0.46,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.18,0.04,0.06,?,?,?,?,0,?,0.16 +39,61,15000,Cincinnaticity,5,0.57,0.29,0.74,0.4,0.07,0.01,0.41,0.56,0.39,0.44,0.58,1,0.16,0.39,0.15,0.37,0.47,0.7,0.42,0.19,0.25,0.35,0.19,0.15,0.31,0.25,0.36,0.78,0.65,0.35,0.53,0.35,0.51,0.39,0.34,0.59,0.37,0.46,0.71,0.71,0.7,0.74,0.48,0.14,0.18,0.14,0.18,0.44,0.4,0.74,0.96,0.07,0.48,0.48,0.52,0.53,0.09,0.08,0.08,0.07,0.92,0.04,0.34,0.23,0.27,0.43,0.24,0.26,0.17,0.76,0,0.79,0.65,0.22,0.61,0.5,0.13,0.37,0.3,0.11,0.11,0.12,0.15,0.2,0.23,0.17,0.46,0.3,0.4,0.58,0.05,0.08,0.72,0.5,0.79,0.76,0.2,0.25,0.8,0.3,0.11,0.11,0.14,0.25,0.52,0.72,0.42,0.01,0.06,0.3,0.17,0.57,0.17,0.22,0.39,0.63,0.38,0.15,0.73,1,0.51,0.17,0.64 +6,?,?,Walnutcity,5,0.03,0.99,0.13,0.21,1,0.44,0.56,0.46,0.31,0.08,0.05,1,0.87,0.89,0.34,0.58,0.07,0.18,0.12,0.75,0.47,0.52,0.56,0.3,0.38,0.42,0.51,0.01,0.09,0.16,0.19,0.57,0.23,0.74,0.39,0.37,0.18,0.65,0.16,0.4,0.18,0.17,0.98,0.93,0.89,0.95,0.92,0.66,0.62,0,0.08,0.07,0.27,0.39,0.5,0.58,0.67,0.83,0.98,1,0.16,0.47,0.66,0.77,1,1,1,0.92,0.44,0.15,0.5,0.01,0.91,0.93,0.03,0.39,0.9,0.03,0.13,0.88,0.89,0.88,0.84,0.95,1,0.97,0.65,0.97,0.31,0,0,1,0.45,0.35,0.78,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.27,0.09,?,?,?,?,0,?,0.2 +37,?,?,Greenvillecity,5,0.06,0.43,0.66,0.45,0.07,0.01,0.92,0.96,0.99,0.26,0.07,1,0.18,0.69,0.38,0.37,0.31,0.42,0.29,0.27,0.24,0.33,0.17,0.56,0.31,0.39,0.4,0.1,0.71,0.32,0.35,0.55,0.41,0.49,0.34,0.7,0.32,0.55,0.35,0.97,0.42,0.41,0.43,0.35,0.34,0.35,0.29,0.67,0.65,0.06,0.79,0.01,0.39,0.45,0.4,0.47,0.05,0.05,0.04,0.04,0.95,0.03,0.23,0.16,0.32,0.39,0.32,0.28,0.17,0.61,0,0.05,0.78,0.27,0.1,0.26,0.69,0.41,0.2,0.14,0.14,0.17,0.17,0.21,0.22,0.22,0.75,0.41,0.39,0.04,0.02,0.05,0.72,0.28,0.31,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.21,0.07,?,?,?,?,0,?,0.65 +48,?,?,CopperasCovecity,5,0.02,0.61,0.32,0.62,0.23,0.16,0.55,0.71,0.49,0.06,0.04,1,0.21,0.88,0.29,0.29,0.1,0.19,0.7,0.17,0.15,0.15,0.21,0.24,0.15,0.25,0.25,0.03,0.31,0.13,0.19,0.21,0.51,0.65,0.1,0.48,0.3,0.31,0.31,0.19,0.4,0.37,0.6,0.78,0.76,0.81,0.6,0.47,0.42,0,0.06,0.01,0.4,0.44,0.43,0.47,0.21,0.2,0.18,0.18,0.78,0.08,0.23,0.25,0.67,0.65,0.68,0.35,0.26,0.41,0.5,0.06,0.44,0.38,0.04,0.57,0.77,0.32,1,0.1,0.09,0.08,0.25,0.26,0.27,0.29,0.55,0.52,0.36,0,0,0.21,0.18,0.18,0,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.21,0.01,?,?,?,?,0,?,0.17 +6,?,?,Coronadocity,5,0.03,0.94,0.13,0.79,0.21,0.15,0.85,0.98,1,0.42,0.04,1,0.6,0.4,0.4,0.75,0.56,0.18,0.85,0.65,0.58,0.62,0.27,0.2,0.29,0.35,0.48,0.01,0.09,0.07,0.07,0.64,0.03,0.8,0.16,0.53,0.08,0.76,0.37,1,0.57,0.43,0.26,0.74,0.78,0.85,0.58,0.5,0.57,0,0.04,0.02,0.47,0.5,0.6,0.58,0.3,0.27,0.3,0.27,0.79,0.08,0.14,0.12,0.28,0.25,0.35,0.35,0.11,0.61,0,0.1,0.13,0.38,0.01,0.35,0.56,0.03,0.04,1,1,1,0.73,0.76,1,0.76,0.58,0.85,0.18,0,0,0.26,0.13,0.11,0,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.29,0.35,?,?,?,?,0,?,0.14 +25,27,71620,Uxbridgetown,5,0,0.49,0.01,0.99,0.02,0.01,0.36,0.44,0.26,0.4,0.01,0.6,0.47,0.63,0.22,0.51,0.53,0.3,0.51,0.47,0.39,0.38,0.68,0.11,0,0,0,0,0.14,0.33,0.4,0.31,0.41,0.59,0.59,0.38,0.46,0.36,0.24,0.39,0.3,0.28,0.54,0.82,0.8,0.82,0.67,0.48,0.66,0,0.12,0,0.1,0.32,0.26,0.25,0.02,0.04,0.03,0.03,0.9,0.01,0.24,0.25,0.55,0.6,0.39,0.7,0.07,0.4,0.5,0.01,0.83,0.66,0.2,0.39,0.25,0.08,0.25,0.36,0.35,0.33,0.27,0.41,0.47,0.44,0.37,0.53,0.51,0,0,0.06,0.8,0.65,0.75,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.03,0.01,?,?,?,?,0,?,0.27 +18,?,?,Connersvillecity,5,0.01,0.35,0.05,0.96,0.01,0,0.47,0.46,0.31,0.56,0,0,0.17,0.36,0.26,0.41,0.7,0.44,0.64,0.21,0.19,0.18,0.27,0.28,1,0,0.22,0.02,0.37,0.58,0.68,0.11,0.74,0.3,0.9,0.27,0.9,0.22,0.74,0.31,0.68,0.74,0.39,0.48,0.5,0.59,0.51,0.53,0.66,0.01,0.13,0,0.07,0.05,0.12,0.1,0,0,0.01,0,0.98,0.02,0.16,0.15,0.36,0.36,0.38,0.55,0.09,0.62,0,0.02,0.76,0.55,0.35,0.62,0.19,0.77,0.45,0.04,0.03,0.03,0.12,0.13,0.12,0.14,0.3,0.05,0.37,0,0,0.02,0.78,0.61,0.81,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.17,0.04,?,?,?,?,0,?,0.12 +45,?,?,Orangeburgcity,5,0.01,0.69,1,0.07,0.05,0.01,1,0.87,0.94,0.47,0,0,0.17,0.41,0.52,0.35,0.58,0.68,0.48,0.26,0.16,0.41,0.13,0.11,0.31,0.64,0.72,0.02,0.66,0.45,0.5,0.37,0.63,0.2,0.42,0.61,0.39,0.44,0.32,0.88,0.39,0.38,0.45,0.26,0.23,0.33,0.45,0.75,0.62,0.02,0.67,0,0.84,0.65,0.53,0.66,0.09,0.06,0.04,0.05,0.93,0.05,0.34,0.28,0.36,0.29,0.46,0.4,0.21,0.49,0.5,0.02,0.65,0.45,0.22,0.35,0.5,0.75,1,0.1,0.1,0.11,0.04,0.11,0.14,0.15,0.36,0.06,0.32,0,0,0.04,0.77,0.38,0.47,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0,?,?,?,?,0,?,0.74 +12,?,?,SouthMiamicity,5,0,0.37,0.58,0.49,0.11,0.44,0.3,0.43,0.27,0.44,0.02,1,0.33,0.59,0.4,0.42,0.41,0.29,0.38,0.38,0.41,0.54,0.19,0.23,0.47,0.2,0.51,0.01,0.39,0.24,0.35,0.5,0.32,0.56,0.14,0.72,0.18,0.6,0.66,0.6,0.7,0.71,0.56,0.41,0.29,0.35,0.4,0.51,0.49,0.02,0.77,0.02,0.24,0.23,0.36,0.41,0.38,0.32,0.46,0.48,0.48,0.32,0.53,0.4,0.41,0.49,0.31,0.57,0.4,0.59,0,0.01,0.82,0.52,0.91,0.37,0.4,0.16,0.14,0.22,0.24,0.27,0.36,0.36,0.4,0.36,0.67,0.56,0.61,0,0,0.68,0.32,0.64,0.77,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.38,0.42,?,?,?,?,0,?,0.73 +34,17,30210,Harrisontown,5,0.01,0.49,0.01,0.83,0.36,0.55,0.36,0.52,0.3,0.45,0.02,1,0.37,0.6,0.27,0.41,0.47,0.17,0.46,0.35,0.29,0.29,0.51,0.17,0.28,0.39,0.44,0.01,0.3,0.76,0.76,0.23,0.48,0.49,0.6,0.16,0.74,0.19,0.34,0.57,0.35,0.36,0.56,0.69,0.69,0.69,0.67,0.46,0.37,0.01,0.29,0.04,0.42,0.48,0.53,0.57,1,1,1,1,0.01,1,0.33,0.3,0.52,0.58,0.53,0.14,0.41,0.74,0,0.01,0.81,0.16,0.38,0.52,0.17,0.32,1,0.33,0.37,0.35,0.46,0.47,0.53,0.5,0.37,0.65,1,0,0,1,0.46,0.61,0.59,0.55,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.92,0.96,?,?,?,?,0,?,0.24 +1,?,?,Prichardcity,5,0.04,0.67,1,0,0,0,0.62,0.54,0.36,0.35,0.05,1,0,0.28,0.11,0,0.56,1,0.38,0,0.02,0.1,0.14,0.13,0.02,0.12,0.29,0.13,1,0.6,0.82,0.06,1,0.12,0.38,0.47,0.7,0.12,0.71,0.62,0.81,0.81,0.78,0.01,0,0,0.02,0.41,0.33,0.11,1,0,1,0.97,0.79,0.67,0.02,0.01,0.01,0.01,0.96,0.02,0.63,0.61,0.7,0.64,0.77,0.44,0.38,0.5,0.5,0.1,0.37,0.48,1,0.84,0.4,0.8,0.8,0.03,0.03,0.03,0,0,0,0.06,1,0.64,0.92,0,0,0,0.94,0.66,0.95,0.88,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.11,0.18,?,?,?,?,0,?,1 +39,25,31010,Goshentownship,5,0,0.61,0.01,0.99,0.01,0,0.45,0.51,0.31,0.2,0.01,0.47,0.33,0.78,0.49,0.31,0.35,0.22,0.37,0.28,0.21,0.19,0.39,0.04,0,0.47,0.53,0.01,0.21,0.43,0.65,0.09,0.34,0.58,0.73,0.16,0.81,0.15,0.43,0.25,0.42,0.44,0.58,0.79,0.76,0.74,0.76,0.54,0.52,0,0.11,0,0,0.58,0.47,0.4,0,0.01,0.01,0,0.99,0.01,0.24,0.28,0.68,0.63,0.72,0.89,0.12,0.3,0.5,0.01,0.91,0.9,0.18,0.54,0.71,0.2,0.33,0.12,0.11,0.1,0.21,0.21,0.24,0.27,0.36,0.34,0.21,0,0,0,0.78,0.67,0.66,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.03,0.04,?,?,?,?,0,?,0.03 +6,?,?,WestHollywoodcity,5,0.04,0,0.07,0.85,0.19,0.16,0,0.37,0.11,0.59,0.06,1,0.29,0.42,0.24,0.41,0.33,0.4,0.14,0.29,0.66,0.66,0.44,0.26,0.69,0.4,0.54,0.04,0.29,0.2,0.24,0.61,0.45,0.58,0.17,0.39,0.1,0.8,0.7,1,0.82,0.78,0.08,0.49,0.54,0.58,0.44,0.49,0.4,0.01,0.28,0.08,0.5,0.46,0.46,0.51,1,0.97,0.87,0.89,0.42,0.48,0.06,0,0,0,0,0,0.22,1,0,0.07,0.8,0.01,0.07,0.24,0.42,0.05,0.16,0.82,0.98,1,0.53,0.55,0.66,0.51,0.6,1,0.31,0.01,0.33,1,0.13,0.38,0.58,0.4,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,1,0.33,?,?,?,?,0,?,1 +42,73,53368,NewCastlecity,5,0.03,0.35,0.16,0.88,0.01,0.01,0.32,0.35,0.23,0.76,0,0,0.09,0.11,0.13,0.41,0.84,0.78,0.7,0.14,0.14,0.14,0.14,0.11,0.26,0.04,0.07,0.05,0.52,0.41,0.56,0.12,0.7,0.11,0.47,0.43,0.62,0.27,0.52,0.39,0.51,0.54,0.42,0.43,0.45,0.48,0.57,0.16,0.16,0.02,0.25,0,0.08,0.06,0.08,0.09,0.01,0.01,0.01,0.01,0.89,0.04,0.22,0.19,0.36,0.41,0.29,0.59,0.06,0.47,0.5,0.06,0.64,0.56,0.69,0.66,0,0.17,0.19,0.02,0.01,0.01,0.06,0.1,0.1,0.1,0.64,0.31,0.61,0.03,0,0.05,0.92,0.8,0.9,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.28,0.13,?,?,?,?,0,?,0.21 +13,215,?,Columbuscity,5,0.27,0.47,0.74,0.37,0.08,0.05,0.49,0.57,0.4,0.34,0.27,0.97,0.21,0.54,0.16,0.28,0.43,0.47,0.61,0.22,0.23,0.32,0.19,0.19,0.3,0.22,0.32,0.29,0.49,0.39,0.49,0.25,0.45,0.48,0.38,0.43,0.46,0.38,0.61,0.45,0.73,0.71,0.49,0.41,0.39,0.44,0.36,0.48,0.49,0.18,0.47,0.04,0.42,0.4,0.42,0.4,0.1,0.08,0.08,0.07,0.89,0.05,0.23,0.22,0.46,0.46,0.49,0.41,0.21,0.49,0.5,0.27,0.72,0.43,0.21,0.37,0.54,0.49,0.25,0.1,0.1,0.11,0.11,0.19,0.23,0.21,0.44,0.36,0.29,0.15,0.04,0.1,0.5,0.44,0.56,0.4,0.07,0.18,0.92,0.21,0.07,0.14,0.25,0.18,0.72,0.56,0.7,0.01,0,0.49,0.11,0.57,0,0.63,0.07,0.08,0.37,0.04,0.74,0.5,0.84,0.09,0.25 +21,?,?,Shivelycity,5,0.01,0.28,0.29,0.77,0.02,0.01,0.28,0.36,0.21,0.7,0.02,1,0.22,0.35,0.25,0.48,0.74,0.23,0.85,0.25,0.24,0.23,0.29,0.16,0.19,0.07,0.3,0.01,0.27,0.51,0.61,0.09,0.37,0.35,0.54,0.28,0.66,0.22,0.66,0.27,0.58,0.64,0.28,0.45,0.45,0.51,0.51,0.94,0.85,0.01,0.16,0,0,0.25,0.2,0.17,0,0.01,0.01,0.01,0.98,0.02,0.1,0.1,0.29,0.32,0.24,0.67,0.07,0.47,0.5,0.01,0.88,0.64,0.15,0.38,0.42,0.2,0.3,0.09,0.07,0.05,0.19,0.18,0.16,0.16,0.46,0.06,0.18,0,0,0.02,0.91,0.76,0.95,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.28,0.17,?,?,?,?,0,?,0.26 +1,?,?,Tuscaloosacity,5,0.11,0.43,0.69,0.43,0.08,0.01,0.82,0.81,0.81,0.37,0.12,1,0.13,0.53,0.17,0.36,0.42,0.39,0.37,0.22,0.22,0.3,0.16,0.19,0.17,0.07,0.21,0.17,0.71,0.39,0.48,0.44,0.44,0.28,0.24,0.87,0.33,0.51,0.44,0.81,0.48,0.48,0.44,0.37,0.34,0.41,0.35,0.63,0.64,0.1,0.69,0.01,1,0.96,0.84,0.8,0.15,0.13,0.1,0.09,0.95,0.03,0.25,0.19,0.32,0.42,0.28,0.37,0.16,0.58,0,0.09,0.79,0.34,0.23,0.49,0.58,0.35,0.36,0.1,0.11,0.13,0.11,0.17,0.19,0.19,0.8,0.31,0.35,0.01,0.03,0.06,0.75,0.43,0.47,0.57,0.02,0.19,0.97,0.23,0.03,0.17,0.27,0.19,0.61,0.69,0.47,0.03,0,0.35,0.07,0.43,0.11,0.14,0.14,0.03,0.06,0.02,0.74,1,1,0.12,0.51 +19,181,92036,Indianolacity,5,0,0.48,0.01,0.99,0.02,0.01,0.64,0.58,0.5,0.43,0,0,0.28,0.54,1,0.58,0.53,0.2,0.43,0.31,0.24,0.23,0.04,0.21,0.08,0.23,0.13,0.01,0.18,0.2,0.23,0.34,0.16,0.64,0.24,0.5,0.34,0.37,0.37,0.41,0.37,0.38,0.42,0.69,0.74,0.81,0.6,0.86,0.96,0,0.07,0,0.19,0.35,0.28,0.24,0.01,0.01,0.01,0.01,0.98,0.01,0.12,0.12,0.4,0.51,0.22,0.63,0.06,0.52,0.5,0.01,0.88,0.56,0,0.2,0.56,0.14,0.11,0.13,0.11,0.09,0.17,0.21,0.21,0.18,0.23,0.2,0.32,0,0,0.01,0.88,0.49,0.55,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.11,0.04,?,?,?,?,0,?,0.01 +9,3,4300,Berlintown,5,0.01,0.51,0.01,0.98,0.06,0.02,0.31,0.33,0.21,0.54,0.02,0.79,0.62,0.56,0.63,0.75,0.61,0.09,0.67,0.61,0.51,0.5,0.14,0.23,0.33,0,0.75,0,0.06,0.22,0.29,0.36,0.22,0.62,0.41,0.38,0.3,0.5,0.24,0.35,0.21,0.22,0.5,0.89,0.89,0.94,0.82,0.73,0.78,0,0.06,0.01,0.06,0.11,0.2,0.21,0.04,0.06,0.1,0.09,0.74,0.07,0.12,0.14,0.55,0.57,0.27,0.9,0.03,0.23,0.5,0.01,0.91,0.87,0.17,0.65,0.42,0.03,0.09,0.51,0.49,0.48,0.35,0.44,0.53,0.5,0.26,0.46,0.64,0.04,0,0.26,0.79,0.86,0.92,0.91,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.05,0.02,?,?,?,?,0,?,0.03 +42,125,59608,Peterstownship,5,0.01,0.58,0.01,0.99,0.05,0.01,0.36,0.29,0.18,0.33,0.02,0.84,0.68,0.74,0.48,0.81,0.36,0.07,0.44,0.62,0.66,0.63,0.41,0,1,0.13,0.61,0,0.05,0.11,0.11,0.63,0.16,0.51,0.33,0.48,0.1,0.71,0.1,0.23,0.14,0.12,0.51,0.95,0.97,0.92,0.86,0.09,0.1,0,0.04,0,0.04,0.09,0.14,0.21,0.01,0.01,0.02,0.03,0.95,0.01,0.11,0.14,0.62,0.61,0.36,0.96,0.01,0.08,0.5,0.01,0.9,0.94,0.14,0.42,0.58,0.02,0.13,0.25,0.29,0.33,0.45,0.48,0.53,0.48,0.19,0.41,0.22,0,0,0.07,0.75,0.67,0.55,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.06,0.28,?,?,?,?,0,?,0.01 +48,?,?,LaPortecity,5,0.03,0.65,0.14,0.78,0.06,0.26,0.47,0.49,0.27,0.13,0.04,1,0.5,0.84,0.37,0.38,0.21,0.18,0.25,0.46,0.32,0.32,0.26,0.23,0.28,0.3,0.33,0.02,0.22,0.22,0.3,0.22,0.3,0.67,0.55,0.31,0.45,0.34,0.6,0.24,0.53,0.58,0.67,0.76,0.74,0.83,0.69,0.44,0.4,0.01,0.13,0.01,0.19,0.23,0.25,0.32,0.06,0.06,0.06,0.07,0.79,0.09,0.33,0.35,0.7,0.69,0.67,0.66,0.29,0.31,0.5,0.04,0.67,0.66,0.22,0.61,0.75,0.29,0.33,0.11,0.09,0.08,0.29,0.29,0.33,0.34,0.26,0.3,0.4,0,0,0.13,0.63,0.47,0.78,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.12,0,?,?,?,?,0,?,0.16 +48,?,?,Beaumontcity,5,0.17,0.43,0.8,0.31,0.1,0.08,0.43,0.47,0.31,0.44,0.18,1,0.21,0.47,0.26,0.38,0.52,0.45,0.39,0.25,0.26,0.39,0.18,0.2,0.34,0.27,0.32,0.21,0.56,0.34,0.42,0.31,0.51,0.38,0.31,0.56,0.36,0.42,0.67,0.41,0.69,0.71,0.51,0.43,0.41,0.52,0.38,0.49,0.51,0.11,0.41,0.02,0.5,0.47,0.53,0.58,0.11,0.09,0.1,0.1,0.87,0.08,0.35,0.3,0.43,0.45,0.43,0.52,0.21,0.54,0.5,0.3,0.52,0.51,0.56,0.68,0.48,0.48,0.38,0.05,0.05,0.08,0.15,0.19,0.21,0.22,0.51,0.23,0.47,0.07,0.12,0.09,0.73,0.59,0.77,0.83,0.03,0.17,0.96,0.2,0.06,0.2,0.37,0.17,0.29,0.8,0.27,0.05,0,0.22,0.03,0.5,0.14,0.23,0.12,0.08,0.13,0.03,0.67,1,0.33,0.13,0.52 +4,?,?,Gilberttown,5,0.03,0.68,0.03,0.86,0.1,0.21,0.48,0.58,0.31,0.05,0.05,0.98,0.49,0.86,0.59,0.41,0.11,0.12,0.17,0.44,0.33,0.33,0.31,0.11,0.33,0.3,0.34,0.02,0.15,0.1,0.13,0.47,0.23,0.8,0.44,0.36,0.28,0.47,0.35,0.32,0.43,0.41,0.74,0.8,0.84,0.84,0.74,0.44,0.51,0.01,0.14,0.01,0.32,0.44,0.44,0.4,0.09,0.11,0.1,0.08,0.84,0.07,0.52,0.53,0.75,0.82,0.53,0.68,0.23,0.35,0.5,0.07,0.5,0.63,0.07,0.32,0.98,0.1,0.06,0.24,0.25,0.25,0.37,0.35,0.41,0.35,0.36,0.72,0.43,0,0,0.12,0.3,0.01,0.33,0.02,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.09,0.03,?,?,?,?,0,?,0.1 +12,?,?,Casselberrycity,5,0.01,0.36,0.05,0.91,0.09,0.15,0.35,0.48,0.3,0.43,0.03,1,0.32,0.68,0.28,0.39,0.41,0.18,0.48,0.3,0.3,0.29,0.27,0.15,0.21,0.28,0.33,0.01,0.15,0.17,0.29,0.27,0.22,0.69,0.2,0.22,0.27,0.32,0.69,0.38,0.75,0.75,0.39,0.61,0.6,0.76,0.61,0.45,0.57,0,0.08,0.01,0.17,0.17,0.18,0.33,0.09,0.08,0.07,0.13,0.77,0.13,0.18,0.16,0.4,0.38,0.43,0.57,0.13,0.43,0.5,0.03,0.74,0.58,0.07,0.2,0.75,0.11,0,0.17,0.15,0.13,0.44,0.42,0.43,0.44,0.51,0.44,0.26,0,0,0.22,0.15,0.44,0.33,0.38,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.26,0.02,?,?,?,?,0,?,0.24 +13,?,?,Cartersvillecity,5,0,0.37,0.34,0.72,0.02,0.02,0.41,0.45,0.33,0.56,0,0,0.23,0.48,0.14,0.38,0.59,0.47,0.38,0.26,0.31,0.35,0.18,0.01,0.3,0.2,0.44,0.02,0.39,0.68,0.69,0.21,0.34,0.47,0.76,0.29,0.72,0.34,0.63,0.32,0.58,0.63,0.42,0.5,0.48,0.47,0.36,0.75,0.74,0.01,0.32,0,0.34,0.25,0.39,0.41,0.02,0.01,0.02,0.02,0.96,0.04,0.16,0.15,0.37,0.41,0.36,0.49,0.13,0.49,0.5,0.02,0.68,0.48,0.06,0.43,0.6,0.64,0.32,0.12,0.13,0.15,0.11,0.2,0.24,0.22,0.46,0.37,0.29,0,0,0.02,0.81,0.5,0.71,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.04,0.01,?,?,?,?,0,?,0.3 +39,35,16000,Clevelandcity,5,0.8,0.37,0.91,0.23,0.06,0.08,0.39,0.49,0.31,0.46,0.8,1,0.1,0.24,0.09,0.22,0.56,1,0.51,0.13,0.14,0.19,0.19,0.16,0.18,0.23,0.23,1,0.76,0.43,0.73,0.11,0.99,0.19,0.53,0.42,0.67,0.2,0.83,0.65,0.78,0.84,0.55,0.08,0.1,0.11,0.1,0.24,0.17,1,0.99,0.14,0.26,0.29,0.32,0.34,0.07,0.07,0.07,0.07,0.82,0.13,0.42,0.33,0.39,0.45,0.38,0.36,0.13,0.61,0,1,0.54,0.35,1,0.66,0,0.54,0.43,0.05,0.04,0.04,0.09,0.14,0.15,0.16,0.66,0.33,0.49,0.34,0.24,0.12,0.7,0.67,0.91,0.85,0.38,0.35,0.64,0.39,0.52,0.4,0.39,0.35,0.51,0.55,0.62,0.09,0.01,0.49,0.22,0.57,0.23,0.22,0.55,0.8,0.61,0.34,0.62,0.5,0.34,0.29,0.69 +25,27,46820,Northboroughtown,5,0,0.59,0.01,0.93,0.24,0.02,0.38,0.39,0.24,0.22,0.02,0.81,0.76,0.81,0.23,0.73,0.25,0.14,0.28,0.71,0.61,0.59,1,0.3,0.48,0.68,0.88,0,0.06,0.08,0.15,0.69,0.25,0.76,0.58,0.41,0.18,0.69,0.24,0.36,0.29,0.27,0.58,0.89,0.92,0.97,0.8,0.47,0.57,0,0.08,0.01,0.35,0.57,0.68,0.59,0.19,0.27,0.3,0.24,0.88,0.07,0.17,0.19,0.63,0.67,0.34,0.84,0.03,0.24,0.5,0,0.91,0.8,0.06,0.51,0.56,0.01,0.14,0.48,0.47,0.48,0.45,0.6,0.79,0.64,0.24,0.47,0.44,0,0,0.23,0.69,0.69,0.61,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.05,0.03,?,?,?,?,0,?,0.09 +18,?,?,Bedfordcity,5,0.01,0.31,0.01,0.99,0.02,0,0.35,0.38,0.24,0.68,0,0,0.2,0.29,0.27,0.46,0.71,0.22,0.68,0.22,0.24,0.23,0.19,0.03,0.29,0,0.18,0.01,0.29,0.36,0.53,0.16,0.36,0.29,0.57,0.46,0.67,0.34,0.55,0.23,0.56,0.58,0.33,0.61,0.61,0.67,0.71,0.62,0.46,0,0.05,0,0.35,0.26,0.46,0.61,0.01,0.01,0.02,0.02,0.98,0.02,0.1,0.1,0.29,0.32,0.26,0.66,0.08,0.62,0,0.02,0.75,0.64,0.17,0.6,0.21,0.56,0.33,0.04,0.04,0.05,0.09,0.14,0.13,0.13,0.35,0.16,0.28,0,0,0.01,0.86,0.61,0.77,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.1,0.02,?,?,?,?,0,?,0.22 +34,39,59190,Plainfieldcity,5,0.06,0.66,1,0,0.06,0.28,0.42,0.55,0.36,0.29,0.07,1,0.44,0.67,0.06,0.32,0.37,0.44,0.32,0.42,0.33,0.46,0.35,0.22,0.35,0.3,0.33,0.05,0.32,0.37,0.49,0.29,0.57,0.61,0.49,0.41,0.66,0.31,0.54,0.7,0.62,0.61,0.74,0.27,0.21,0.38,0.24,0.79,0.8,0.09,1,0.05,0.53,0.7,0.71,0.71,0.55,0.64,0.6,0.55,0.68,0.4,0.73,0.67,0.69,0.77,0.62,0.41,0.48,0.54,0.5,0.05,0.78,0.39,0.42,0.49,0.19,0.44,0.39,0.33,0.35,0.33,0.52,0.53,0.58,0.54,0.53,0.69,0.71,0,0.04,0.45,0.48,0.62,0.67,0.66,0.01,0.27,0.98,0.33,0.02,0.23,0.28,0.27,0.36,0.3,0.87,0.23,0.15,0.69,0.03,0.36,0.21,0.02,0.64,0.4,0.03,0.02,0.8,0,0.65,0.25,0.65 +34,39,74480,Uniontownship,5,0.06,0.44,0.18,0.8,0.2,0.08,0.33,0.38,0.27,0.73,0.08,1,0.51,0.47,0.07,0.68,0.73,0.12,0.68,0.54,0.46,0.45,0.38,0.79,0.42,0.58,0.57,0.02,0.09,0.36,0.43,0.34,0.25,0.49,0.36,0.4,0.3,0.44,0.22,0.43,0.24,0.24,0.44,0.78,0.78,0.91,0.76,0.55,0.54,0.01,0.12,0.05,0.13,0.19,0.23,0.26,0.14,0.17,0.19,0.2,0.65,0.17,0.18,0.18,0.44,0.49,0.24,0.79,0.05,0.37,0.5,0.02,0.94,0.74,0.22,0.64,0.25,0.04,0.13,0.49,0.45,0.4,0.51,0.52,0.63,0.54,0.49,0.59,0.82,0.01,0,0.44,0.71,0.88,0.73,0.88,0.01,0.21,0.98,0.25,0.01,0.09,0.13,0.21,0.77,0.94,0.07,0,0,0.05,0.02,0.71,0.12,0.02,0.46,0.32,0.03,0.03,0.75,0,0.54,0.31,0.17 +25,21,30455,Holbrooktown,5,0,0.52,0.06,0.94,0.06,0.02,0.37,0.48,0.32,0.42,0.02,1,0.43,0.61,0.16,0.42,0.54,0.36,0.51,0.44,0.35,0.35,0.27,0,0.19,0.46,0.22,0.01,0.15,0.17,0.28,0.25,0.49,0.57,0.32,0.4,0.43,0.32,0.28,0.48,0.33,0.32,0.6,0.75,0.75,0.68,0.64,0.53,0.5,0,0.11,0,0.04,0.06,0.1,0.14,0.02,0.02,0.03,0.04,0.85,0.04,0.33,0.32,0.56,0.67,0.23,0.79,0.07,0.39,0.5,0,0.93,0.71,0.15,0.32,0.35,0.05,0.21,0.37,0.34,0.3,0.23,0.49,0.58,0.48,0.69,0.53,0.69,0,0,0.17,0.89,0.88,0.78,0.97,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.12,0.42,?,?,?,?,0,?,0.09 +13,?,?,CollegeParkcity,5,0.02,0.38,1,0,0.2,0.03,0.49,0.7,0.47,0.2,0.03,1,0.17,0.72,0.19,0.09,0.23,0.43,0.26,0.15,0.18,0.35,0.24,0.16,0.13,0.2,0.34,0.04,0.62,0.31,0.43,0.26,0.54,0.65,0.2,0.28,0.5,0.25,0.89,0.79,0.97,0.98,0.53,0,0.07,0.1,0,0.84,0.76,0.05,1,0.01,0.46,0.64,0.74,1,0.2,0.25,0.26,0.33,0.84,0.16,0.4,0.31,0.41,0.36,0.48,0,0.4,0.84,0,0.11,0.13,0.01,0.23,0.33,0.6,0.57,0.24,0.13,0.14,0.13,0.37,0.34,0.32,0.35,0.52,0.61,0.37,0,0.01,0.19,0.6,0.24,0.4,0.38,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.18,1,?,?,?,?,0,?,0.77 +22,?,?,Westwegocity,5,0,0.44,0.3,0.72,0.04,0.05,0.42,0.51,0.33,0.4,0.02,1,0.11,0.41,0.29,0.16,0.55,0.54,0.47,0.1,0.1,0.12,0.13,0.12,0.15,0.19,0.3,0.02,0.63,0.99,0.88,0.04,0.55,0.26,0.39,0.18,0.69,0.09,0.77,0.33,0.67,0.75,0.53,0.38,0.35,0.72,0.16,0.14,0.03,0.01,0.4,0,0.2,0.55,0.6,0.65,0.03,0.07,0.07,0.07,0.79,0.07,0.31,0.29,0.49,0.46,0.55,0.44,0.31,0.65,0,0.02,0.58,0.47,0.84,0.81,0.42,0.46,0.57,0.08,0.07,0.07,0.12,0.17,0.16,0.15,0.55,0.53,0.39,0,0,0.05,0.95,0.6,0.95,0.94,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.29,0.07,?,?,?,?,0,?,0.33 +44,7,59000,Providencecity,5,0.24,0.48,0.29,0.54,0.36,0.29,0.62,0.69,0.59,0.42,0.25,1,0.17,0.38,0.21,0.36,0.49,0.8,0.39,0.21,0.23,0.28,0.2,0.13,0.13,0.2,0.24,0.31,0.61,0.57,0.66,0.34,0.61,0.35,0.56,0.57,0.54,0.39,0.44,0.84,0.55,0.52,0.56,0.22,0.25,0.25,0.21,0.33,0.29,0.23,0.75,0.21,0.53,0.62,0.67,0.7,0.72,0.75,0.74,0.71,0.47,0.55,0.44,0.34,0.41,0.48,0.43,0.19,0.28,0.69,0,0.42,0.5,0.19,0.58,0.42,0,0.45,0.55,0.26,0.26,0.27,0.25,0.33,0.38,0.34,0.72,0.51,0.58,0.14,0.1,0.58,0.49,0.43,0.54,0.29,0.08,0.29,0.91,0.32,0.2,0.52,0.63,0.29,0.46,0.92,0.13,0,0,0.09,0.12,0.07,0.4,0.05,0.73,0.43,0.19,0.05,0.63,1,0.77,0.15,0.38 +23,11,2100,Augustacity,5,0.02,0.31,0.01,0.98,0.05,0.01,0.35,0.44,0.29,0.55,0,0,0.23,0.44,0.23,0.48,0.53,0.43,0.54,0.29,0.28,0.26,0.31,0.12,0.32,0.06,0.16,0.02,0.33,0.49,0.44,0.25,0.32,0.48,0.27,0.45,0.37,0.41,0.66,0.42,0.63,0.67,0.34,0.5,0.56,0.47,0.59,0.73,0.73,0.01,0.15,0.01,0.03,0.08,0.24,0.24,0.01,0.02,0.07,0.06,0.72,0.08,0.12,0.1,0.28,0.39,0.19,0.52,0.05,0.63,0,0.04,0.7,0.47,0.05,0.58,0.31,0.25,0.64,0.17,0.16,0.15,0.24,0.27,0.28,0.24,0.48,0.37,0.47,0,0,0.14,0.8,0.63,0.76,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.16,0.03,0.02,?,?,?,?,0,?,0.07 +41,?,?,OregonCitycity,5,0.01,0.45,0.01,0.96,0.07,0.04,0.44,0.5,0.33,0.34,0.02,1,0.28,0.62,0.2,0.41,0.4,0.21,0.46,0.27,0.24,0.23,0,0.29,0.13,0.28,0.34,0.01,0.23,0.21,0.32,0.19,0.16,0.59,0.45,0.36,0.56,0.27,0.62,0.38,0.68,0.68,0.49,0.59,0.62,0.67,0.49,0.42,0.47,0,0.12,0,0.3,0.22,0.33,0.31,0.05,0.03,0.04,0.04,0.93,0.03,0.24,0.22,0.47,0.53,0.41,0.48,0.17,0.49,0.5,0.01,0.89,0.46,0.16,0.29,0.6,0.16,0.1,0.12,0.1,0.09,0.3,0.3,0.32,0.3,0.4,0.44,0.51,0,0,0.07,0.54,0.43,0.59,0.6,0.02,1,0.98,0.86,0.02,0.6,0.2,1,0.95,0.99,0,0,0.12,0.01,0.03,0.43,0.66,0.01,0.26,0.14,0.11,0.04,0.22,1,0.46,1,0.19 +23,11,80740,Watervillecity,5,0.01,0.42,0.01,0.98,0.03,0.01,0.7,0.66,0.64,0.53,0,0,0.18,0.37,0.16,0.43,0.62,0.61,0.47,0.22,0.23,0.22,0.4,0.19,0.24,0.33,0.45,0.02,0.42,0.42,0.44,0.35,0.49,0.32,0.35,0.85,0.36,0.47,0.48,0.63,0.5,0.51,0.33,0.45,0.53,0.45,0.42,0.52,0.54,0.01,0.25,0,0.34,0.33,0.3,0.32,0.1,0.09,0.07,0.07,0.72,0.07,0.1,0.09,0.27,0.4,0.2,0.43,0.04,0.63,0,0.02,0.77,0.38,0.23,0.38,0.13,0.36,0.36,0.15,0.14,0.16,0.19,0.24,0.25,0.21,0.47,0.2,0.36,0,0,0.12,0.67,0.45,0.5,0.45,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.1,0.02,?,?,?,?,0,?,0.09 +21,?,?,Winchestercity,5,0.01,0.39,0.19,0.85,0.01,0.01,0.4,0.48,0.29,0.47,0,0,0.16,0.43,0.59,0.31,0.56,0.51,0.51,0.17,0.19,0.19,0.24,0.24,0.08,0.02,0.12,0.03,0.57,0.67,0.66,0.17,0.38,0.4,0.53,0.26,0.68,0.25,0.6,0.26,0.62,0.64,0.43,0.56,0.54,0.59,0.73,0.67,0.52,0.01,0.3,0,0.83,0.61,0.5,0.42,0.01,0.01,0.01,0.01,0.97,0.03,0.18,0.17,0.42,0.42,0.45,0.47,0.14,0.55,0,0.02,0.77,0.48,0.12,0.32,0.48,0.81,0.11,0.07,0.07,0.08,0.08,0.17,0.2,0.15,0.43,0.27,0.33,0,0,0,0.89,0.53,0.73,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.23,0,?,?,?,?,0,?,0.21 +39,49,37772,Jacksontownship,5,0.02,0.46,0.06,0.95,0.04,0.01,0.44,0.46,0.3,0.31,0.03,0.87,0.38,0.66,0.32,0.48,0.39,0.25,0.59,0.38,0.31,0.3,0.21,0.2,0.07,0.52,0.5,0.02,0.18,0.19,0.34,0.21,0.18,0.64,0.29,0.36,0.46,0.34,0.46,0.28,0.53,0.52,0.46,0.68,0.68,0.78,0.61,0.6,0.68,0.01,0.16,0,0.22,0.27,0.36,0.34,0.02,0.02,0.02,0.02,0.97,0.02,0.14,0.15,0.5,0.53,0.41,0.68,0.06,0.36,0.5,0.02,0.87,0.65,0.16,0.33,0.6,0.16,0.22,0.17,0.15,0.14,0.31,0.3,0.3,0.31,0.36,0.4,0.31,0,0,0.03,0.82,0.52,0.82,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.06,0.09,?,?,?,?,0,?,0.08 +44,7,51760,NorthProvidencetown,5,0.04,0.32,0.02,0.96,0.07,0.03,0.28,0.45,0.3,0.63,0.05,1,0.34,0.51,0.13,0.54,0.6,0.22,0.52,0.38,0.39,0.38,0.37,0.16,0.28,0.27,0.38,0.02,0.16,0.35,0.51,0.32,0.37,0.52,0.44,0.49,0.36,0.42,0.37,0.42,0.37,0.39,0.4,0.72,0.73,0.87,0.71,0.45,0.59,0.01,0.08,0.02,0.25,0.31,0.3,0.3,0.14,0.15,0.13,0.12,0.74,0.12,0.14,0.13,0.33,0.52,0.12,0.61,0.06,0.62,0,0.04,0.76,0.5,0.02,0.2,0.58,0.06,0.07,0.32,0.31,0.29,0.35,0.42,0.48,0.41,0.51,0.47,0.63,0,0,0.23,0.81,0.76,0.87,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.47,0.13,?,?,?,?,0,?,0.1 +42,77,72632,SouthWhitehalltownship,5,0.01,0.52,0.01,0.96,0.11,0.02,0.26,0.22,0.13,0.64,0.02,0.85,0.53,0.5,0.25,0.8,0.57,0.1,0.56,0.53,0.52,0.51,0.41,0.16,0.41,0.92,0.61,0,0.03,0.3,0.34,0.51,0.1,0.44,0.47,0.52,0.29,0.65,0.22,0.21,0.19,0.21,0.42,0.9,0.92,0.95,0.85,0.46,0.54,0,0.08,0.01,0.12,0.18,0.2,0.23,0.05,0.06,0.07,0.07,0.84,0.05,0.09,0.11,0.47,0.5,0.21,0.88,0.02,0.2,0.5,0.01,0.93,0.84,0.14,0.53,0.5,0.01,0.35,0.3,0.31,0.33,0.23,0.4,0.51,0.38,0.44,0.43,0.36,0,0,0.17,0.76,0.74,0.79,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.09,0.06,?,?,?,?,0,?,0.05 +6,?,?,UnionCitycity,5,0.07,0.84,0.17,0.14,1,0.46,0.49,0.54,0.34,0.19,0.09,1,0.58,0.85,0.2,0.43,0.21,0.47,0.3,0.53,0.33,0.39,0.41,0.34,0.31,0.34,0.41,0.03,0.16,0.32,0.38,0.32,0.25,0.69,0.6,0.22,0.54,0.3,0.35,0.47,0.43,0.41,0.9,0.71,0.67,0.79,0.71,0.64,0.65,0.02,0.21,0.12,0.34,0.43,0.53,0.57,0.78,0.86,0.95,0.94,0.22,0.5,0.77,0.8,0.9,0.87,0.9,0.59,0.69,0.45,0.5,0.03,0.89,0.61,0.05,0.42,0.75,0.08,0.22,0.58,0.61,0.58,0.76,0.7,0.84,0.71,0.56,0.73,0.25,0,0.01,0.96,0.44,0.51,0.61,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.24,0.38,?,?,?,?,0,?,0.23 +34,13,75815,Veronatownship,5,0.01,0.34,0.03,0.93,0.17,0.04,0.23,0.31,0.19,0.67,0.02,1,0.72,0.52,0.12,0.78,0.67,0.07,0.62,0.76,0.76,0.74,0.5,0,0.7,0.37,0.52,0,0.03,0.09,0.16,0.69,0.09,0.55,0.31,0.61,0.17,0.8,0.21,0.34,0.23,0.23,0.41,0.91,0.92,0.99,0.87,0.23,0.33,0,0.08,0.01,0.27,0.33,0.32,0.37,0.13,0.14,0.12,0.13,0.84,0.04,0.15,0.15,0.38,0.48,0.08,0.81,0.03,0.41,0.5,0.01,0.88,0.73,0.04,0.23,0.27,0.02,0.05,0.59,0.56,0.52,0.48,0.61,0.79,0.58,0.38,0.49,0.68,0,0,0.2,0.7,0.86,0.82,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.41,0.37,?,?,?,?,0,?,0.08 +25,23,30210,Hinghamtown,5,0.02,0.55,0.01,0.98,0.05,0.01,0.41,0.38,0.28,0.4,0.03,0.95,0.8,0.64,0.12,0.73,0.45,0.18,0.52,0.77,0.71,0.69,0.73,0.24,0.62,0.54,0.56,0,0.05,0.04,0.07,0.79,0.36,0.56,0.21,0.6,0.12,0.79,0.15,0.43,0.25,0.21,0.58,0.87,0.9,0.94,0.81,0.34,0.38,0,0.04,0.01,0.09,0.09,0.23,0.22,0.03,0.03,0.06,0.05,0.92,0.02,0.23,0.24,0.59,0.62,0.31,0.87,0.01,0.26,0.5,0.01,0.89,0.83,0.12,0.49,0.29,0.01,0.1,0.61,0.65,0.7,0.5,0.66,0.84,0.73,0.48,0.45,0.64,0.02,0,0.13,0.75,0.83,0.73,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.07,0.52,?,?,?,?,0,?,0.02 +46,35,43100,Mitchellcity,5,0.01,0.32,0,0.97,0.02,0,0.42,0.45,0.32,0.58,0,0,0.14,0.42,0.97,0.55,0.7,0.36,0.31,0.2,0.17,0.17,0.01,0.08,0.16,0.26,0.25,0.02,0.38,0.49,0.42,0.23,0.26,0.52,0.36,0.56,0.46,0.34,0.34,0.4,0.32,0.34,0.45,0.69,0.74,0.64,0.71,0.9,0.89,0,0.1,0,0.13,0.09,0.08,0.07,0.01,0.01,0,0,0.95,0.02,0.22,0.17,0.31,0.46,0.16,0.55,0.08,0.59,0,0.02,0.76,0.46,0.08,0.64,0.46,0.42,0.32,0.04,0.04,0.04,0.09,0.12,0.13,0.1,0.43,0.26,0.47,0,0,0.02,0.82,0.59,0.61,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.12,0.01,?,?,?,?,0,?,0.08 +39,?,?,Urbanacity,5,0,0.37,0.14,0.88,0.03,0.02,0.41,0.44,0.33,0.53,0,0,0.25,0.44,0.21,0.42,0.56,0.42,0.6,0.3,0.25,0.24,0.23,0.24,0.4,0.47,0.57,0.01,0.3,0.27,0.45,0.18,0.46,0.44,0.92,0.25,0.83,0.27,0.57,0.32,0.56,0.59,0.42,0.57,0.6,0.64,0.64,0.48,0.65,0,0.15,0,1,0.78,0.64,0.62,0.06,0.04,0.03,0.03,0.98,0.03,0.18,0.16,0.37,0.4,0.34,0.55,0.07,0.53,0.5,0.01,0.79,0.54,0.03,0.53,0.29,0.44,0.54,0.08,0.08,0.08,0.15,0.17,0.16,0.19,0.21,0.04,0.32,0,0,0.02,0.86,0.56,0.68,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0.06,?,?,?,?,0,?,0.12 +13,?,?,Valdostacity,5,0.05,0.52,0.85,0.32,0.05,0.02,0.64,0.67,0.56,0.33,0,0,0.17,0.56,0.24,0.28,0.42,0.61,0.37,0.2,0.21,0.34,0.15,0.13,0.42,0.14,0.41,0.08,0.63,0.39,0.53,0.33,0.49,0.44,0.38,0.53,0.53,0.4,0.57,0.58,0.62,0.62,0.56,0.33,0.29,0.27,0.29,0.54,0.51,0.06,0.7,0,0.6,0.55,0.52,0.45,0.08,0.06,0.05,0.04,0.95,0.03,0.34,0.3,0.49,0.49,0.51,0.36,0.26,0.47,0.5,0.08,0.61,0.38,0.18,0.55,0.6,0.63,0.45,0.08,0.1,0.12,0.09,0.17,0.19,0.21,0.5,0.37,0.43,0,0,0.05,0.69,0.39,0.52,0.56,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.13,0,?,?,?,?,0,?,0.4 +37,?,?,Grahamcity,5,0,0.32,0.31,0.74,0.02,0.02,0.33,0.44,0.29,0.56,0.02,1,0.21,0.52,0,0.3,0.58,0.28,0.39,0.25,0.24,0.25,0.23,0.29,0.09,0.47,0.29,0.01,0.31,0.45,0.59,0.19,0.14,0.55,0.88,0.25,0.74,0.27,0.65,0.3,0.65,0.68,0.29,0.47,0.5,0.55,0.48,0.79,0.77,0.01,0.27,0,0,0.08,0.06,0.12,0,0.01,0,0.01,0.96,0.01,0.06,0.07,0.31,0.33,0.3,0.53,0.08,0.59,0,0.01,0.81,0.53,0.03,0.45,0.52,0.33,0.09,0.11,0.11,0.11,0.1,0.18,0.18,0.21,0.41,0.2,0.5,0,0,0.03,0.83,0.63,0.78,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.12,0.02,?,?,?,?,0,?,0.45 +55,75,49300,Marinettecity,5,0,0.33,0,0.99,0.01,0.01,0.36,0.4,0.24,0.58,0,0,0.16,0.36,0.14,0.51,0.72,0.44,0.57,0.2,0.18,0.17,0,0.06,0.23,0.13,0.11,0.01,0.32,0.33,0.42,0.18,0.48,0.34,0.68,0.27,0.68,0.25,0.42,0.33,0.44,0.45,0.44,0.62,0.69,0.68,0.58,0.56,0.57,0,0.13,0,0.48,0.45,0.37,0.31,0.04,0.03,0.02,0.02,0.96,0.01,0.16,0.14,0.34,0.41,0.21,0.68,0.03,0.46,0.5,0.02,0.67,0.63,0.05,0.6,0.13,0.14,0.18,0.04,0.03,0.03,0.09,0.13,0.13,0.14,0.47,0.28,0.75,0.01,0,0.03,0.67,0.76,0.77,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0.02,?,?,?,?,0,?,0.05 +34,21,60900,Princetonborough,5,0,0.97,0.17,0.74,0.43,0.09,1,1,1,0.31,0,0,0.52,0.59,0.07,0.81,0.47,0.11,0.47,0.69,0.56,0.63,0.27,0.19,0.17,0.18,0.26,0.01,0.25,0.24,0.18,1,0.15,0.4,0.12,1,0.04,0.89,0.14,1,0.24,0.19,0.26,0.7,0.7,0.71,0.71,0.46,0.47,0,0.21,0.01,0.7,0.84,0.77,0.71,0.84,0.89,0.74,0.63,0.66,0.16,0.17,0.13,0.21,0.3,0.21,0.31,0.13,0.52,0.5,0.01,0.72,0.29,0.37,0.43,0,0.03,0,0.68,0.78,0.97,0.56,0.67,0.87,0.68,0.33,0.46,0.67,0,0,0.51,0.14,0.17,0,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.55,0.29,?,?,?,?,0,?,0.03 +37,?,?,Thomasvillecity,5,0.01,0.33,0.54,0.56,0.01,0.01,0.43,0.5,0.35,0.54,0.03,1,0.17,0.5,0.18,0.21,0.55,0.35,0.25,0.19,0.2,0.23,0.21,0.12,0.41,0.05,0.26,0.02,0.34,0.67,0.76,0.14,0.26,0.58,1,0.13,1,0.19,0.74,0.39,0.71,0.76,0.36,0.33,0.31,0.33,0.42,0.8,0.86,0.01,0.38,0,0.24,0.17,0.31,0.53,0,0,0.01,0.01,0.96,0.04,0.15,0.14,0.34,0.29,0.42,0.33,0.13,0.66,0,0.02,0.78,0.37,0.44,0.44,0.5,0.56,0.61,0.07,0.06,0.08,0.1,0.14,0.14,0.18,0.31,0.37,0.56,0,0,0,0.79,0.57,0.7,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.13,0,?,?,?,?,0,?,0.36 +5,?,?,Rogerscity,5,0.02,0.38,0,0.97,0.05,0.03,0.36,0.45,0.27,0.54,0,0,0.24,0.46,0.45,0.48,0.57,0.17,0.48,0.25,0.26,0.25,0,0.24,0.28,0.31,0.34,0.02,0.22,0.28,0.38,0.23,0.15,0.53,0.64,0.21,0.67,0.31,0.48,0.2,0.54,0.54,0.37,0.71,0.72,0.79,0.78,0.69,0.71,0,0.07,0,0.45,0.41,0.39,0.36,0.04,0.04,0.03,0.03,0.94,0.05,0.15,0.15,0.41,0.41,0.41,0.56,0.13,0.44,0.5,0.03,0.78,0.56,0.03,0.32,0.77,0.48,0.23,0.1,0.1,0.09,0.23,0.22,0.23,0.24,0.4,0.35,0.22,0,0,0.04,0.37,0.34,0.49,0.35,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.09,0,?,?,?,?,0,?,0.08 +8,?,?,Sterlingcity,5,0,0.31,0,0.91,0.01,0.2,0.47,0.46,0.32,0.55,0,0,0.14,0.38,1,0.45,0.59,0.33,0.35,0.16,0.17,0.17,0.49,0.16,0.09,0.13,0.17,0.01,0.44,0.33,0.38,0.2,0.25,0.46,0.15,0.51,0.49,0.23,0.52,0.35,0.46,0.51,0.4,0.6,0.67,0.68,0.56,0.47,0.51,0,0.15,0,0.33,0.25,0.31,0.29,0.07,0.04,0.05,0.04,0.87,0.04,0.17,0.14,0.3,0.33,0.29,0.54,0.11,0.56,0,0.02,0.59,0.53,0.31,0.75,0.33,0.47,0.28,0.05,0.04,0.05,0.08,0.12,0.14,0.1,0.33,0.4,0.46,0,0,0.08,0.58,0.55,0.65,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.16,0.02,?,?,?,?,0,?,0.07 +6,?,?,Lynwoodcity,5,0.08,1,0.46,0,0.13,1,0.65,0.72,0.5,0.12,0.1,1,0.24,0.59,0.09,0.07,0.25,0.82,0.28,0.19,0.07,0.07,0.26,0.1,0.17,0.18,0.22,0.12,0.58,1,1,0.04,0.87,0.33,0.84,0.12,1,0.09,0.34,0.73,0.49,0.43,1,0.47,0.42,0.54,0.55,0.18,0.03,0.11,0.84,0.18,0.43,0.48,0.51,0.61,1,1,1,1,0,1,1,1,1,1,1,0.33,1,0.88,0,0.02,0.93,0.36,0.4,0.29,0.31,0.43,0.69,0.33,0.33,0.3,0.48,0.46,0.52,0.45,0.84,0.96,0.29,0.03,0,1,0.37,0.53,0.85,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,1,0.35,?,?,?,?,0,?,1 +34,31,79460,WestMilfordtownship,6,0.02,0.64,0.02,0.96,0.05,0.04,0.39,0.44,0.25,0.18,0,0,0.68,0.82,0.19,0.59,0.26,0.1,0.26,0.61,0.48,0.47,0.36,0.43,0.36,0.2,0.41,0.01,0.11,0.17,0.24,0.4,0.25,0.73,0.42,0.3,0.32,0.47,0.29,0.37,0.24,0.26,0.62,0.88,0.89,0.92,0.81,0.27,0.34,0,0.08,0.01,0.06,0.12,0.17,0.2,0.02,0.03,0.04,0.05,0.9,0.03,0.23,0.25,0.68,0.68,0.5,0.92,0.06,0.3,0.5,0.05,0.54,0.9,0.21,0.72,0.44,0.06,0.72,0.44,0.42,0.41,0.64,0.66,0.82,0.78,0.52,0.79,1,0,0,0.13,0.68,0.74,0.68,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.22,0.03,0.14,?,?,?,?,0,?,0.04 +55,133,84250,Waukeshacity,6,0.08,0.45,0.01,0.93,0.08,0.11,0.44,0.57,0.36,0.28,0.09,1,0.4,0.7,0.14,0.66,0.36,0.23,0.39,0.41,0.33,0.33,0.27,0.13,0.26,0.28,0.31,0.03,0.15,0.2,0.24,0.4,0.14,0.73,0.61,0.43,0.42,0.44,0.46,0.46,0.47,0.48,0.51,0.7,0.74,0.73,0.63,0.64,0.71,0.02,0.17,0.01,0.19,0.21,0.28,0.4,0.04,0.04,0.05,0.06,0.87,0.08,0.19,0.18,0.45,0.6,0.29,0.53,0.1,0.53,0.5,0.04,0.87,0.45,0.03,0.09,0.63,0.08,0.26,0.18,0.17,0.15,0.42,0.42,0.47,0.41,0.41,0.46,0.37,0.01,0,0.09,0.78,0.45,0.64,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.27,0.08,?,?,?,?,0,?,0.06 +1,?,?,Opelikacity,6,0.02,0.45,0.76,0.38,0.08,0,0.47,0.53,0.34,0.38,0.03,0.98,0.23,0.53,0.11,0.28,0.47,0.4,0.33,0.27,0.24,0.34,0.19,0.01,0.17,0.04,0.26,0.04,0.55,0.52,0.52,0.3,0.44,0.52,0.73,0.54,0.65,0.35,0.56,0.41,0.6,0.61,0.5,0.4,0.37,0.34,0.41,0.9,0.83,0.03,0.59,0,0.24,0.8,0.78,0.8,0.03,0.08,0.07,0.07,0.96,0.06,0.26,0.25,0.47,0.48,0.46,0.53,0.23,0.46,0.5,0.04,0.68,0.53,0.36,0.52,0.65,0.53,0.37,0.09,0.1,0.11,0.04,0.11,0.16,0.15,0.41,0.09,0.44,0.03,0,0.04,0.82,0.59,0.76,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.13,0.04,0.02,?,?,?,?,0,?,1 +6,?,?,LaMesacity,6,0.07,0.24,0.06,0.86,0.19,0.18,0.27,0.5,0.34,0.58,0.08,1,0.32,0.48,0.23,0.56,0.52,0.3,0.64,0.35,0.4,0.4,0.33,0.28,0.28,0.35,0.39,0.04,0.23,0.12,0.21,0.38,0.28,0.5,0.2,0.5,0.22,0.5,0.67,0.5,0.75,0.75,0.26,0.48,0.54,0.69,0.4,0.35,0.44,0.02,0.15,0.03,0.35,0.35,0.42,0.43,0.22,0.19,0.21,0.2,0.79,0.11,0.12,0.09,0.25,0.3,0.26,0.36,0.2,0.67,0,0.05,0.87,0.36,0.03,0.11,0.52,0.09,0.2,0.42,0.41,0.39,0.56,0.52,0.6,0.5,0.71,0.55,0.08,0,0,0.27,0.4,0.42,0.69,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.48,0.16,?,?,?,?,0,?,0.2 +53,?,?,Bellinghamcity,6,0.07,0.34,0.02,0.91,0.17,0.04,0.63,0.71,0.68,0.43,0.08,1,0.22,0.5,0.19,0.58,0.45,0.29,0.49,0.29,0.29,0.28,0.16,0.21,0.29,0.18,0.31,0.07,0.44,0.17,0.24,0.45,0.27,0.49,0.26,0.53,0.34,0.42,0.53,0.69,0.55,0.56,0.31,0.52,0.57,0.63,0.53,0.44,0.55,0.02,0.19,0.02,0.37,0.39,0.39,0.44,0.18,0.17,0.16,0.16,0.9,0.09,0.14,0.11,0.27,0.35,0.25,0.42,0.13,0.65,0,0.05,0.85,0.39,0.18,0.31,0.48,0.16,0.19,0.18,0.19,0.22,0.28,0.3,0.34,0.29,0.65,0.34,0.25,0.08,0.03,0.21,0.51,0.29,0.4,0.61,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.2,0.18,?,?,?,?,0,?,0.14 +37,?,?,Durhamcity,6,0.2,0.33,0.89,0.26,0.12,0.02,0.49,0.65,0.48,0.35,0.22,1,0.26,0.65,0.19,0.4,0.37,0.34,0.37,0.31,0.32,0.44,0.26,0.21,0.27,0.3,0.37,0.17,0.39,0.3,0.36,0.57,0.26,0.58,0.27,0.93,0.26,0.56,0.55,0.68,0.6,0.61,0.37,0.32,0.35,0.42,0.26,0.73,0.78,0.18,0.76,0.03,0.74,0.76,0.75,0.74,0.2,0.18,0.16,0.15,0.91,0.05,0.18,0.15,0.29,0.36,0.28,0.31,0.14,0.65,0,0.24,0.7,0.3,0.31,0.42,0.65,0.38,0.23,0.16,0.16,0.19,0.24,0.28,0.32,0.31,0.4,0.53,0.51,0.07,0,0.11,0.62,0.33,0.43,0.35,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.2,0.16,0.17,?,?,?,?,0,?,0.48 +6,?,?,Herculescity,6,0.01,0.71,0.25,0.08,1,0.19,0.4,0.42,0.21,0.11,0.03,1,0.73,0.96,0.15,0.59,0.06,0.21,0.21,0.65,0.47,0.55,0.51,0.27,0.38,0.48,0.52,0,0.04,0.13,0.14,0.56,0.24,0.83,0.23,0.36,0.24,0.55,0.29,0.33,0.37,0.34,0.77,0.86,0.83,0.89,0.83,0.86,0.93,0,0.03,0.03,0.2,0.26,0.38,0.44,0.44,0.51,0.66,0.7,0.3,0.29,0.52,0.54,0.78,0.73,0.85,0.86,0.36,0.37,0.5,0.02,0.77,0.88,0.04,0.17,0.96,0.02,0.29,0.55,0.59,0.58,1,0.92,1,0.98,0.52,0.86,0.32,0,0,0.93,0.46,0.3,0.33,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.25,0.35,?,?,?,?,0,?,0.13 +39,113,21000,Daytoncity,6,0.28,0.36,0.79,0.36,0.04,0.01,0.47,0.55,0.41,0.43,0.29,1,0.13,0.34,0.11,0.27,0.52,0.76,0.61,0.16,0.16,0.2,0.21,0.18,0.23,0.17,0.35,0.42,0.71,0.37,0.55,0.18,0.71,0.28,0.42,0.48,0.52,0.31,0.88,0.62,0.86,0.9,0.47,0.12,0.13,0.1,0.07,0.27,0.25,0.36,0.88,0.02,0.29,0.31,0.42,0.43,0.03,0.03,0.03,0.03,0.95,0.02,0.32,0.26,0.35,0.35,0.39,0.38,0.13,0.61,0,0.41,0.61,0.39,1,0.62,0.15,0.53,0.32,0.06,0.05,0.05,0.11,0.16,0.17,0.17,0.66,0.23,0.5,0.24,0.01,0.04,0.69,0.54,0.78,0.75,0.1,0.27,0.91,0.28,0.11,0.23,0.27,0.27,0.48,0.72,0.43,0.01,0.04,0.3,0.04,0.79,0.66,0.16,0.28,0.42,0.29,0.1,0.49,0,0.24,0.25,0.67 +39,153,74944,Stowcity,6,0.03,0.49,0.02,0.96,0.1,0.01,0.37,0.43,0.25,0.28,0.04,1,0.46,0.73,0.24,0.64,0.31,0.1,0.49,0.45,0.38,0.36,0.34,0.16,0.59,0.06,0.4,0.01,0.07,0.12,0.22,0.49,0.14,0.65,0.58,0.49,0.29,0.59,0.33,0.3,0.37,0.36,0.51,0.83,0.86,0.93,0.71,0.4,0.42,0,0.08,0.01,0.15,0.33,0.32,0.35,0.04,0.07,0.06,0.06,0.93,0.02,0.15,0.16,0.53,0.61,0.27,0.74,0.03,0.38,0.5,0.02,0.88,0.68,0.02,0.55,0.67,0.02,0,0.18,0.17,0.17,0.38,0.36,0.38,0.41,0.23,0.42,0.35,0,0,0.1,0.74,0.56,0.68,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.13,0.05,?,?,?,?,0,?,0.04 +44,5,49960,Newportcity,6,0.03,0.37,0.16,0.83,0.09,0.05,0.5,0.65,0.52,0.41,0.04,1,0.31,0.52,0.28,0.54,0.44,0.44,0.64,0.35,0.38,0.39,0.27,0.21,0.25,0.24,0.35,0.03,0.32,0.2,0.26,0.52,0.36,0.58,0.15,0.56,0.14,0.51,0.51,0.72,0.59,0.57,0.4,0.42,0.48,0.38,0.31,0.28,0.4,0.02,0.38,0.01,0.48,0.44,0.45,0.45,0.18,0.14,0.13,0.12,0.88,0.06,0.22,0.16,0.29,0.32,0.34,0.25,0.06,0.58,0,0.1,0.38,0.27,0.07,0.46,0,0.22,0.14,0.38,0.39,0.39,0.39,0.49,0.59,0.5,0.57,0.65,0.75,0.02,0,0.15,0.41,0.37,0.41,0.13,0.01,0.38,0.98,0.46,0.02,0.4,0.36,0.38,0.92,0.88,0.17,0.03,0,0.14,0.03,0.36,0.44,0.02,0.3,0.12,0,0,0.8,0,0.79,0.21,0.49 +51,?,?,Herndontown,6,0.01,0.6,0.19,0.66,0.53,0.18,0.38,0.57,0.31,0.05,0.03,1,0.7,1,0.23,0.56,0.05,0.06,0.17,0.64,0.49,0.52,0.39,0.2,0.28,0.41,0.52,0,0.07,0.17,0.19,0.62,0.09,1,0.15,0.31,0.21,0.6,0.39,0.48,0.49,0.46,0.62,0.78,0.79,0.87,0.8,0.86,0.89,0,0.19,0.02,0.61,0.81,0.86,0.9,0.78,0.9,0.88,0.84,0.62,0.28,0.36,0.36,0.66,0.65,0.64,0.56,0.23,0.27,0.5,0.02,0.78,0.57,0.18,0.12,0.77,0.09,0.17,0.44,0.43,0.39,0.74,0.66,0.73,0.67,0.38,0.7,0.21,0.01,0,0.54,0.22,0.19,0.28,0.2,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.32,0.18,?,?,?,?,0,?,0.05 +48,?,?,Coppellcity,6,0.01,0.52,0.04,0.84,0.33,0.11,0.24,0.42,0.12,0,0,0,0.78,1,0.55,0.62,0,0.01,0.08,0.71,0.6,0.61,0.41,0.18,0.35,0.34,0.56,0,0.05,0.06,0.06,0.77,0.07,0.95,0.34,0.26,0.12,0.78,0.34,0.15,0.41,0.39,0.5,0.88,0.9,0.93,0.72,0.55,0.58,0,0.07,0.01,0.38,0.44,0.53,0.65,0.2,0.2,0.22,0.25,0.79,0.09,0.12,0.15,0.58,0.6,0.45,0.76,0.11,0.26,0.5,0.02,0.75,0.73,0.06,0.54,0.96,0.04,0.18,0.27,0.26,0.26,0.48,0.5,0.61,0.52,0.2,0.58,0.42,0,0,0.22,0.44,0.15,0.25,0.39,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.1,0.04,?,?,?,?,0,?,0.02 +6,?,?,Indiocity,6,0.04,0.84,0.08,0.3,0.1,1,0.55,0.66,0.45,0.24,0.06,1,0.24,0.61,0.39,0.2,0.33,0.55,0.33,0.19,0.14,0.2,0.16,0.17,0.24,0.2,0.23,0.07,0.56,1,0.86,0.13,0.66,0.44,0.04,0.27,0.38,0.16,0.45,0.53,0.59,0.54,0.96,0.54,0.5,0.59,0.61,0.45,0.41,0.04,0.47,0.08,0.49,0.59,0.63,0.64,1,1,1,1,0,1,1,1,0.88,0.78,0.95,0.31,1,0.72,0,0.12,0.24,0.37,0.5,0.15,0.75,0.42,0.54,0.19,0.17,0.16,0.32,0.38,0.42,0.37,0.63,0.57,0.24,0.01,0.02,0.93,0.43,0.39,0.58,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.18,0.06,?,?,?,?,0,?,0.39 +9,11,52350,NewLondontown,6,0.03,0.44,0.33,0.59,0.13,0.22,0.7,0.8,0.72,0.39,0.05,1,0.24,0.51,0,0.41,0.5,0.49,0.44,0.26,0.27,0.3,0.26,0.15,0.22,0.23,0.29,0.03,0.4,0.38,0.42,0.28,0.52,0.52,0.4,0.61,0.35,0.3,0.58,0.84,0.64,0.63,0.4,0.28,0.29,0.33,0.22,0.51,0.46,0.03,0.57,0.01,0.38,0.43,0.43,0.44,0.17,0.18,0.16,0.15,0.67,0.17,0.27,0.19,0.28,0.32,0.32,0.19,0.21,0.7,0,0.07,0.56,0.2,0.38,0.35,0,0.38,0.3,0.32,0.32,0.31,0.33,0.41,0.45,0.41,0.57,0.83,0.63,0.02,0,0.19,0.42,0.37,0.46,0.24,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.43,0.16,?,?,?,?,0,?,0.29 +25,13,36300,Longmeadowtown,6,0.01,0.56,0.02,0.95,0.15,0.01,0.48,0.33,0.27,0.48,0.02,1,0.85,0.6,0.41,0.86,0.49,0.1,0.55,0.83,0.83,0.82,0.58,0,0.43,0.33,1,0,0.04,0.07,0.07,0.85,0.17,0.53,0.28,0.71,0.05,0.85,0.05,0.28,0.15,0.11,0.49,0.93,0.95,0.94,0.81,0.51,0.44,0,0,0.01,0.29,0.36,0.41,0.39,0.14,0.15,0.16,0.14,0.83,0.07,0.12,0.15,0.56,0.54,0.37,0.96,0.01,0.1,0.5,0.01,0.91,0.95,0,0.52,0.4,0,0.05,0.53,0.55,0.62,0.29,0.59,0.91,0.75,0.7,0.34,0.44,0,0,0.2,0.58,0.83,0.79,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.14,0.01,?,?,?,?,0,?,0.02 +6,?,?,Albanycity,6,0.01,0.24,0.12,0.55,1,0.15,0.22,0.39,0.2,0.41,0.03,1,0.38,0.56,0.19,0.72,0.37,0.17,0.41,0.39,0.45,0.5,0.45,0.16,0.29,0.3,0.42,0.01,0.24,0.1,0.11,0.91,0.13,0.58,0.14,1,0.13,0.92,0.55,0.46,0.66,0.64,0.29,0.54,0.6,0.82,0.33,0.52,0.54,0,0.19,0.03,0.64,0.71,0.76,0.73,1,1,1,0.94,0.49,0.29,0.07,0.06,0.27,0.26,0.33,0.3,0.25,0.84,0,0.01,0.88,0.32,0.11,0.18,0.13,0.04,0.14,0.64,0.65,0.61,0.38,0.59,0.79,0.58,0.47,0.63,0.17,0,0,0.75,0.4,0.38,0.35,0.46,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.8,0.98,?,?,?,?,0,?,0.25 +37,?,?,Burlingtoncity,6,0.05,0.3,0.44,0.64,0.05,0.01,0.35,0.43,0.28,0.58,0.06,1,0.25,0.57,0.16,0.41,0.6,0.27,0.44,0.28,0.32,0.38,0.21,0.19,0.22,0.33,0.39,0.03,0.25,0.4,0.51,0.3,0.17,0.56,0.79,0.35,0.64,0.33,0.57,0.34,0.58,0.6,0.33,0.5,0.5,0.58,0.47,0.69,0.77,0.03,0.32,0,0.11,0.25,0.27,0.28,0.01,0.02,0.02,0.02,0.95,0.03,0.12,0.12,0.32,0.32,0.34,0.54,0.08,0.55,0.5,0.06,0.77,0.54,0.09,0.42,0.44,0.29,0.18,0.11,0.12,0.14,0.16,0.21,0.23,0.25,0.38,0.35,0.35,0.01,0,0.03,0.78,0.64,0.75,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.16,0.01,?,?,?,?,0,?,0.23 +39,5,2568,Ashlandcity,6,0.02,0.43,0.03,0.96,0.06,0.01,0.55,0.54,0.46,0.5,0,0,0.21,0.48,0.27,0.51,0.55,0.29,0.6,0.24,0.23,0.21,0.27,0.28,0.88,0.18,0.31,0.02,0.31,0.24,0.4,0.28,0.4,0.41,0.84,0.51,0.75,0.37,0.45,0.39,0.49,0.5,0.42,0.63,0.64,0.71,0.66,0.44,0.62,0,0.06,0,0.74,0.66,0.56,0.47,0.09,0.07,0.05,0.04,0.95,0.04,0.16,0.14,0.36,0.4,0.33,0.59,0.05,0.49,0.5,0.02,0.82,0.57,0.04,0.47,0.33,0.31,0.23,0.08,0.07,0.09,0.14,0.16,0.16,0.18,0.4,0.16,0.32,0,0,0.05,0.85,0.52,0.67,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.18,0.01,?,?,?,?,0,?,0.01 +6,?,?,Glendoracity,6,0.06,0.58,0.02,0.83,0.34,0.28,0.41,0.44,0.27,0.32,0.08,1,0.57,0.67,0.29,0.52,0.34,0.25,0.41,0.55,0.46,0.46,0.4,0.3,0.36,0.39,0.5,0.02,0.12,0.15,0.27,0.35,0.23,0.6,0.44,0.4,0.26,0.5,0.43,0.37,0.49,0.48,0.59,0.75,0.74,0.81,0.68,0.44,0.48,0.01,0.13,0.04,0.27,0.31,0.39,0.42,0.24,0.24,0.27,0.27,0.69,0.15,0.35,0.35,0.62,0.62,0.54,0.71,0.26,0.32,0.5,0.03,0.9,0.7,0.04,0.27,0.48,0.06,0.08,0.6,0.62,0.67,0.66,0.65,0.8,0.66,0.58,0.64,0.22,0,0,0.37,0.53,0.59,0.87,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.2,0.08,?,?,?,?,0,?,0.12 +6,?,?,Sunnyvalecity,6,0.17,0.32,0.07,0.57,1,0.24,0.24,0.52,0.27,0.33,0.19,1,0.57,0.76,0.23,0.65,0.29,0.21,0.39,0.58,0.59,0.64,0.47,0.27,0.42,0.39,0.49,0.05,0.11,0.16,0.2,0.6,0.21,0.73,0.96,0.23,0.23,0.69,0.59,0.57,0.64,0.63,0.4,0.63,0.64,0.78,0.6,0.56,0.56,0.04,0.19,0.18,0.45,0.54,0.6,0.65,0.72,0.75,0.76,0.75,0.53,0.29,0.27,0.22,0.36,0.4,0.36,0.37,0.39,0.67,0,0.13,0.82,0.36,0.02,0.08,0.58,0.05,0.17,0.87,0.92,0.9,0.8,0.74,0.88,0.73,0.43,0.54,0.11,0,0,0.67,0.35,0.42,0.54,0.52,0.01,0.07,0.98,0.08,0.03,0.1,0.39,0.07,0.56,0.88,0.09,0.07,0.32,0.14,0.01,0.71,0.9,0.06,0.45,0.14,0.04,0.03,0.59,1,0.36,0.13,0.1 +42,29,77344,Tredyffrintownship,6,0.03,0.33,0.08,0.91,0.13,0.01,0.27,0.38,0.23,0.39,0.04,0.93,0.82,0.78,0.46,0.91,0.32,0.05,0.43,0.91,1,1,0.41,0.19,0.62,1,1,0,0.03,0.05,0.06,0.97,0.08,0.68,0.43,0.54,0.05,0.91,0.29,0.4,0.36,0.35,0.38,0.83,0.87,0.93,0.75,0.27,0.26,0,0.05,0.01,0.56,0.46,0.43,0.45,0.22,0.16,0.14,0.13,0.91,0.04,0.12,0.11,0.37,0.42,0.18,0.78,0.02,0.33,0.5,0.02,0.85,0.73,0.05,0.27,0.56,0.01,0.12,0.57,0.62,0.64,0.7,0.65,0.77,0.66,0.44,0.41,0.39,0,0,0.16,0.54,0.59,0.36,0.49,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.12,0.57,?,?,?,?,0,?,0.04 +22,?,?,NewIberiacity,6,0.04,0.55,0.65,0.45,0.12,0.04,0.49,0.5,0.32,0.4,0,0,0.11,0.35,0.19,0.24,0.51,0.7,0.35,0.11,0.12,0.18,0.13,0.17,0.11,0.64,0.36,0.08,0.76,0.82,0.76,0.14,0.91,0.24,0.31,0.29,0.64,0.23,0.53,0.42,0.55,0.57,0.65,0.42,0.4,0.4,0.33,0.49,0.43,0.05,0.57,0,0.24,0.18,0.22,0.75,0.04,0.03,0.03,0.09,0.64,0.11,0.48,0.45,0.58,0.54,0.63,0.5,0.37,0.57,0,0.07,0.57,0.53,0.39,0.68,0.48,0.62,0.58,0.06,0.06,0.07,0.04,0.09,0.1,0.12,0.54,0.34,0.44,0,0,0.07,0.95,0.69,0.89,0.9,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.26,0.02,?,?,?,?,0,?,0.14 +49,?,?,Midvalecity,6,0,0.4,0.01,0.81,0.24,0.28,0.51,0.71,0.53,0.34,0.02,1,0.16,0.53,0.14,0.31,0.46,0.47,0.51,0.15,0.15,0.15,0.39,0.07,0.16,0.22,0.25,0.02,0.55,0.29,0.45,0.2,0.45,0.55,0.4,0.23,0.59,0.2,0.75,0.44,0.68,0.74,0.52,0.38,0.45,0.43,0.41,0.5,0.45,0.01,0.21,0.01,0.45,0.53,0.7,0.75,0.24,0.26,0.31,0.3,0.76,0.22,0.43,0.36,0.44,0.54,0.42,0.26,0.35,0.76,0,0.02,0.73,0.25,0.29,0.19,0.63,0.45,0.49,0.11,0.1,0.08,0.23,0.2,0.19,0.19,0.32,0.49,0.37,0,0.01,0.23,0.69,0.36,0.67,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.29,0.21,?,?,?,?,0,?,0.2 +6,?,?,Livermorecity,6,0.08,0.49,0.03,0.84,0.28,0.18,0.39,0.49,0.28,0.2,0.09,1,0.62,0.78,0.23,0.58,0.24,0.21,0.45,0.58,0.49,0.49,0.35,0.29,0.38,0.33,0.42,0.03,0.12,0.1,0.18,0.44,0.22,0.75,0.32,0.54,0.26,0.5,0.51,0.37,0.56,0.55,0.5,0.71,0.72,0.72,0.64,0.54,0.57,0.01,0.12,0.02,0.41,0.46,0.46,0.48,0.19,0.19,0.17,0.16,0.85,0.09,0.22,0.22,0.54,0.54,0.5,0.62,0.16,0.33,0.5,0.04,0.87,0.61,0.09,0.13,0.65,0.04,0.06,0.59,0.57,0.55,0.69,0.68,0.8,0.7,0.58,0.75,0.24,0.02,0,0.19,0.56,0.45,0.62,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.24,0.09,?,?,?,?,0,?,0.13 +55,87,38800,Kaukaunacity,6,0,0.49,0,0.96,0.11,0.01,0.37,0.47,0.24,0.43,0.02,1,0.32,0.52,0.3,0.67,0.56,0.27,0.52,0.32,0.23,0.23,0.07,0.14,0.06,0.31,0.19,0.01,0.19,0.4,0.37,0.15,0.29,0.55,0.8,0.26,0.7,0.22,0.33,0.34,0.24,0.29,0.58,0.76,0.82,0.74,0.67,0.64,0.67,0,0.1,0,0.48,0.44,0.72,0.61,0.04,0.03,0.05,0.04,0.96,0.06,0.28,0.27,0.52,0.59,0.34,0.71,0.09,0.4,0.5,0,0.95,0.66,0,0.46,0.31,0.1,0.14,0.1,0.09,0.08,0.19,0.21,0.2,0.2,0.28,0.21,0.43,0,0,0.03,0.99,0.75,0.89,0.93,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.21,0.05,?,?,?,?,0,?,0.03 +56,?,?,Evanstoncity,6,0,0.65,0,0.96,0.02,0.09,0.5,0.49,0.23,0.15,0,0,0.32,0.75,0.34,0.41,0.24,0.27,0.14,0.31,0.26,0.25,0,0.14,0.12,0.2,0.3,0.01,0.23,0.15,0.22,0.25,0.27,0.7,0.07,0.49,0.35,0.32,0.59,0.33,0.57,0.6,0.76,0.71,0.77,0.79,0.79,0.77,0.81,0,0.06,0,1,1,0.95,0.85,0.15,0.13,0.11,0.09,0.9,0.08,0.55,0.51,0.66,0.71,0.52,0.63,0.2,0.47,0.5,0.04,0.18,0.6,0.13,0.74,0.88,0.25,0,0.09,0.09,0.09,0.15,0.17,0.19,0.2,0.22,0.41,0.25,0.01,0,0.06,0.22,0.26,0.4,0.25,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0.11,?,?,?,?,0,?,0.11 +45,?,?,Greenwoodcity,6,0.02,0.4,0.84,0.33,0.02,0.01,0.56,0.58,0.48,0.54,0,0,0.12,0.37,0.19,0.24,0.64,0.54,0.46,0.14,0.15,0.25,0.15,0.32,0.17,0.23,0.27,0.04,0.61,0.66,0.76,0.21,0.5,0.34,0.84,0.3,0.86,0.25,0.64,0.54,0.56,0.62,0.44,0.22,0.19,0.13,0.26,0.71,0.65,0.04,0.79,0,0.21,0.38,0.45,0.46,0.02,0.03,0.03,0.03,0.96,0.03,0.27,0.23,0.34,0.27,0.45,0.3,0.22,0.65,0,0.04,0.68,0.36,0.88,0.67,0.4,0.93,0.32,0.07,0.06,0.06,0.06,0.1,0.11,0.13,0.42,0.2,0.36,0.01,0.01,0.03,0.87,0.53,0.71,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.14,0.01,?,?,?,?,0,?,1 +18,?,?,Noblesvillecity,6,0.01,0.44,0.02,0.98,0.04,0.01,0.39,0.48,0.26,0.3,0,0,0.41,0.69,0.5,0.52,0.34,0.17,0.33,0.46,0.42,0.4,0.44,0.08,0.48,1,0.64,0.01,0.19,0.23,0.31,0.47,0.12,0.68,0.44,0.33,0.3,0.49,0.5,0.25,0.53,0.53,0.47,0.74,0.78,0.75,0.75,0.68,0.61,0,0.12,0,0.81,0.65,0.53,0.51,0.08,0.05,0.04,0.04,0.98,0.04,0.11,0.12,0.47,0.58,0.29,0.63,0.05,0.47,0.5,0.02,0.74,0.57,0.02,0.31,0.75,0.3,0.18,0.15,0.21,0.25,0.28,0.33,0.34,0.35,0.37,0.37,0.35,0.01,0,0.04,0.68,0.37,0.37,0.61,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.17,0,?,?,?,?,0,?,0.28 +25,21,39765,Medfieldtown,6,0,0.66,0.01,0.98,0.05,0.01,0.36,0.36,0.24,0.24,0.02,0.91,0.9,0.83,0.12,0.84,0.29,0.05,0.4,0.88,0.72,0.68,1,0,1,0,0.18,0,0.03,0.06,0.09,0.81,0.22,0.69,0.4,0.57,0.13,0.76,0.14,0.4,0.22,0.19,0.65,0.94,0.96,0.93,0.83,0.51,0.47,0,0.08,0,0.14,0.13,0.3,0.31,0.05,0.04,0.08,0.08,0.9,0.02,0.21,0.23,0.68,0.74,0.25,0.88,0.03,0.19,0.5,0,0.95,0.82,0,0.25,0.56,0,0,0.67,0.65,0.66,0.46,0.59,0.7,0.58,0.45,0.47,0.22,0,0,0.15,0.66,0.82,0.77,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.06,0.29,?,?,?,?,0,?,0.01 +29,?,?,Columbiacity,6,0.09,0.45,0.19,0.78,0.25,0.02,0.94,0.98,1,0.24,0.11,1,0.17,0.67,0.59,0.53,0.26,0.22,0.27,0.31,0.25,0.27,0.18,0.2,0.18,0.22,0.35,0.12,0.59,0.17,0.2,0.74,0.28,0.48,0.11,1,0.2,0.6,0.35,0.92,0.38,0.38,0.35,0.54,0.57,0.68,0.34,0.7,0.69,0.04,0.46,0.03,0.96,0.97,0.89,0.86,0.41,0.36,0.3,0.27,0.87,0.1,0.14,0.1,0.27,0.39,0.24,0.33,0.11,0.61,0,0.09,0.76,0.3,0.22,0.32,0.63,0.23,0.09,0.14,0.14,0.16,0.2,0.22,0.24,0.23,0.65,0.24,0.25,0.03,0.01,0.18,0.6,0.13,0.15,0.45,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.13,0.13,0.07,?,?,?,?,0,?,0.24 +48,?,?,ElPasocity,6,0.81,0.73,0.07,0.65,0.07,1,0.58,0.6,0.4,0.26,0.81,1,0.2,0.62,0.2,0.27,0.37,0.47,0.48,0.17,0.15,0.16,0.26,0.14,0.22,0.2,0.23,1,0.67,0.77,0.61,0.25,0.66,0.36,0.37,0.44,0.47,0.39,0.43,0.45,0.58,0.54,0.84,0.58,0.53,0.63,0.55,0.3,0.22,0.37,0.31,0.81,0.32,0.35,0.38,0.43,0.53,0.5,0.5,0.51,0,0.95,0.7,0.7,0.78,0.82,0.71,0.49,0.64,0.47,0.5,0.43,0.83,0.48,0.4,0.35,0.65,0.51,0.53,0.11,0.1,0.1,0.17,0.22,0.25,0.19,0.48,0.41,0.26,0.21,0.22,0.7,0.5,0.56,0.71,0.56,0.15,0.1,0.84,0.13,0.28,0.18,0.51,0.1,0.99,0,0.06,1,0.1,1,0.13,0.36,0.23,0.72,0.18,0.17,0.58,0.12,0.73,0.5,0.5,0.07,0.43 +48,?,?,Lancastercity,6,0.02,0.55,0.58,0.47,0.03,0.15,0.42,0.49,0.27,0.28,0.03,1,0.33,0.72,0.5,0.3,0.33,0.21,0.29,0.33,0.25,0.29,0.27,0.2,0.14,0.22,0.33,0.02,0.26,0.32,0.41,0.26,0.32,0.68,0.29,0.43,0.36,0.32,0.56,0.29,0.66,0.65,0.56,0.57,0.57,0.58,0.52,0.86,0.92,0.01,0.28,0,0.15,0.16,0.42,0.41,0.02,0.02,0.05,0.04,0.88,0.07,0.29,0.3,0.58,0.59,0.54,0.57,0.26,0.44,0.5,0.04,0.64,0.56,0.44,0.52,0.75,0.28,0.37,0.13,0.12,0.12,0.39,0.36,0.36,0.37,0.47,0.56,0.63,0.01,0,0.05,0.76,0.47,0.77,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.06,0.03,?,?,?,?,0,?,0.2 +25,21,4930,Bellinghamtown,6,0.01,0.59,0.02,0.97,0.04,0.02,0.41,0.51,0.3,0.23,0.01,0.52,0.56,0.78,0.21,0.51,0.32,0.26,0.38,0.54,0.37,0.35,0.43,0.24,0.29,0.05,0.37,0,0.08,0.18,0.32,0.3,0.4,0.73,0.58,0.33,0.4,0.39,0.28,0.38,0.35,0.33,0.58,0.8,0.81,0.95,0.79,0.58,0.68,0,0.09,0,0.26,0.23,0.31,0.28,0.07,0.05,0.07,0.06,0.82,0.06,0.25,0.27,0.65,0.69,0.38,0.85,0.04,0.3,0.5,0,0.94,0.81,0.19,0.54,0.54,0.05,0.34,0.39,0.35,0.31,0.31,0.44,0.58,0.45,0.33,0.62,0.43,0,0,0.11,0.63,0.74,0.64,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.07,0.12,?,?,?,?,0,?,0.08 +34,29,43140,Manchestertownship,6,0.04,0.07,0.06,0.94,0.03,0.03,0.08,0.03,0.01,1,0.05,0.88,0.18,0,0.08,0.81,1,0.12,1,0.24,0.33,0.32,0.36,0.67,0.25,0.5,0.43,0.01,0.11,0.46,0.6,0.14,0.42,0,0.28,0.44,0.4,0.3,0.14,0.03,0.08,0.11,0.06,0.82,0.81,0.86,0.84,0.25,0.43,0,0.04,0.02,0.05,0.05,0.07,0.06,0.04,0.03,0.04,0.03,0.82,0.05,0.09,0.07,0.06,0.03,0.32,0.97,0.02,0.95,0,0.12,0.54,0.99,0.05,0.75,0.77,0.04,0.05,0.18,0.2,0.22,0.26,0.56,0.93,0.73,1,0.84,0.85,0,0,0.3,0.49,0.74,0.57,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.24,0.04,0.07,?,?,?,?,0,?,0.04 +8,?,?,Longmontcity,6,0.07,0.43,0.01,0.89,0.07,0.2,0.38,0.45,0.25,0.29,0.08,1,0.34,0.68,0.37,0.5,0.33,0.2,0.35,0.35,0.3,0.3,0.31,0.19,0.23,0.22,0.26,0.04,0.2,0.21,0.25,0.32,0.36,0.66,0.54,0.28,0.4,0.4,0.57,0.31,0.6,0.61,0.48,0.66,0.69,0.69,0.66,0.53,0.58,0.01,0.14,0.01,0.33,0.42,0.47,0.54,0.09,0.1,0.1,0.11,0.86,0.11,0.2,0.19,0.46,0.5,0.41,0.56,0.13,0.43,0.5,0.05,0.84,0.54,0.08,0.25,0.71,0.24,0.18,0.2,0.18,0.16,0.34,0.33,0.38,0.34,0.44,0.54,0.5,0,0,0.11,0.36,0.39,0.57,0.54,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.33,0.09,?,?,?,?,0,?,0.07 +48,?,?,Gatesvillecity,6,0,1,0.48,0.49,0.01,0.22,0.36,0.8,0.54,0.36,0,0,0.14,0.33,1,0.33,0.79,0.34,0.73,0.18,0.05,0.11,0.08,0.14,0.14,0.08,0.14,0.01,0.34,0.48,0.69,0.09,0.58,0,0.26,0.33,0.37,0.28,0.84,0.71,1,1,0.39,0.61,0.58,0.71,0.53,0.82,0.86,0.02,0.78,0,0.29,0.45,0.47,0.63,0.06,0.08,0.08,0.1,0.78,0.08,0.17,0.15,0.31,0.27,0.4,0.55,0.16,0.54,0.5,0.02,0.48,0.58,0.08,0.8,0.5,0.61,0.26,0.04,0.04,0.04,0.06,0.11,0.12,0.16,0.4,0.49,0.5,0,0,0.09,0.79,0.25,0.05,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.12,0,?,?,?,?,0,?,0.05 +34,25,42990,Manalapantownship,6,0.03,0.7,0.06,0.9,0.22,0.05,0.44,0.36,0.24,0.43,0.04,0.88,0.76,0.61,0.34,0.73,0.52,0.09,0.48,0.72,0.54,0.54,0.38,0.47,0.44,0.26,0.49,0.01,0.05,0.17,0.23,0.52,0.24,0.49,0.28,0.42,0.18,0.65,0.04,0.28,0.06,0.05,0.72,0.99,0.98,0.97,0.91,0.11,0.21,0,0.05,0.02,0.1,0.11,0.17,0.21,0.06,0.06,0.09,0.1,0.79,0.08,0.28,0.32,0.76,0.74,0.49,0.97,0.03,0.28,1,0.03,0.77,0.96,0.11,0.43,0.77,0.04,0.07,0.58,0.58,0.58,0.5,0.63,0.83,0.68,0.91,0.68,1,0,0,0.27,0.32,0.7,0.51,0.51,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.07,0.82,?,?,?,?,0,?,0.04 +34,39,51810,NewProvidenceborough,6,0,0.46,0.01,0.92,0.3,0.05,0.23,0.33,0.2,0.44,0.02,1,0.84,0.7,0.32,0.87,0.44,0.08,0.57,0.83,0.85,0.83,1,0.13,0.61,0.39,0.6,0,0.05,0.16,0.14,0.8,0.11,0.66,0.27,0.43,0.11,0.76,0.13,0.34,0.21,0.18,0.47,0.95,0.96,0.87,0.84,0.42,0.47,0,0.03,0.01,0.26,0.26,0.34,0.35,0.23,0.2,0.24,0.22,0.76,0.08,0.14,0.15,0.5,0.57,0.24,0.78,0.03,0.25,0.5,0,0.96,0.72,0.09,0.47,0.38,0.03,0.33,0.68,0.66,0.63,0.77,0.7,0.95,0.7,0.41,0.45,0.36,0,0,0.37,0.51,0.78,0.66,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.26,0.45,?,?,?,?,0,?,0.02 +25,17,24925,Framinghamtown,6,0.09,0.41,0.07,0.85,0.18,0.15,0.36,0.56,0.38,0.37,0.1,1,0.52,0.7,0.25,0.57,0.37,0.26,0.44,0.58,0.52,0.52,0.42,0.23,0.53,0.26,0.39,0.03,0.15,0.17,0.22,0.59,0.4,0.64,0.41,0.53,0.19,0.64,0.38,0.58,0.41,0.42,0.42,0.67,0.69,0.68,0.58,0.64,0.68,0.03,0.24,0.05,0.49,0.55,0.59,0.56,0.4,0.4,0.38,0.34,0.73,0.21,0.16,0.14,0.37,0.51,0.25,0.49,0.12,0.53,0.5,0.07,0.82,0.43,0.11,0.24,0.48,0.12,0.28,0.51,0.48,0.47,0.48,0.61,0.7,0.62,0.45,0.46,0.49,0.05,0,0.35,0.63,0.61,0.65,0.65,0.01,0.14,0.98,0.18,0.03,0.17,0.38,0.14,0.53,0.58,0.09,0.02,0,0.06,0.02,0.36,0.25,0.07,0.22,0.16,0.01,0.01,0.83,0,0.57,0.09,0.4 +6,?,?,Arcatacity,6,0.01,0.36,0.02,0.88,0.16,0.09,0.86,0.98,1,0.29,0,0,0.11,0.55,0.35,0.49,0.34,0.42,0.34,0.22,0.19,0.19,0.16,0.18,0.09,0.17,0.23,0.03,0.75,0.16,0.23,0.6,0.63,0.33,0.24,0.67,0.34,0.45,0.38,1,0.5,0.46,0.31,0.36,0.43,0.47,0.17,0.37,0.46,0,0.21,0,0.25,0.26,0.28,0.29,0.08,0.07,0.07,0.07,0.87,0.08,0.15,0.12,0.28,0.34,0.3,0.29,0.16,0.66,0,0.01,0.88,0.29,0.03,0.21,0.56,0.21,0.51,0.2,0.19,0.21,0.27,0.32,0.36,0.29,1,0.39,0.21,0,0.01,0.13,0.62,0.22,0.3,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.16,0.07,?,?,?,?,0,?,0.16 +47,?,?,Springfieldcity,6,0,0.44,0.59,0.54,0.01,0.01,0.39,0.46,0.3,0.53,0,0,0.17,0.51,0.57,0.24,0.66,0.64,0.42,0.2,0.21,0.27,0.15,0,0.56,0.16,1,0.02,0.52,0.68,0.71,0.15,0.37,0.38,0.74,0.24,0.83,0.26,0.63,0.34,0.63,0.66,0.44,0.36,0.33,0.28,0.29,0.62,0.56,0.01,0.42,0,0.83,0.62,0.5,0.43,0.03,0.02,0.02,0.01,0.99,0.01,0.22,0.21,0.44,0.42,0.47,0.45,0.17,0.53,0.5,0.01,0.75,0.47,0.32,0.56,0.54,0.69,0.22,0.08,0.08,0.09,0.04,0.11,0.14,0.13,0.52,0.44,0.35,0,0,0.01,0.81,0.5,0.76,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.14,0.02,?,?,?,?,0,?,0.57 +37,?,?,Edencity,6,0.01,0.3,0.36,0.71,0.02,0.01,0.34,0.38,0.25,0.64,0,0,0.16,0.34,0.16,0.25,0.71,0.37,0.64,0.18,0.2,0.22,0.18,0.11,0.12,0.13,0.46,0.02,0.42,0.71,0.75,0.12,0.28,0.41,1,0.18,0.97,0.17,0.63,0.3,0.62,0.65,0.34,0.43,0.42,0.33,0.32,0.65,0.65,0.01,0.32,0,0.95,1,1,0.92,0.04,0.04,0.04,0.03,0.96,0.05,0.16,0.14,0.32,0.3,0.35,0.6,0.12,0.62,0,0.02,0.78,0.61,0.19,0.81,0.33,0.5,0.52,0.04,0.04,0.05,0.1,0.13,0.12,0.16,0.37,0.32,0.51,0,0,0.01,0.77,0.73,0.84,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.11,0,?,?,?,?,0,?,0.2 +12,?,?,PompanoBeachcity,6,0.1,0.23,0.56,0.54,0.03,0.1,0.18,0.32,0.18,0.85,0.11,1,0.3,0.24,0.15,0.54,0.77,0.25,0.52,0.32,0.42,0.55,0.17,1,0.34,0.34,0.45,0.1,0.42,0.33,0.45,0.28,0.39,0.29,0.16,0.31,0.32,0.37,0.76,0.42,0.62,0.7,0.26,0.25,0.17,0.41,0.28,0.54,0.58,0.11,0.66,0.07,0.29,0.42,0.5,0.63,0.29,0.37,0.4,0.46,0.72,0.26,0.33,0.24,0.21,0.17,0.33,0.52,0.35,0.87,0,0.56,0,0.56,0.08,0.33,0.69,0.38,0.16,0.18,0.22,0.32,0.42,0.42,0.5,0.43,0.66,0.59,0.39,0.01,0.15,0.42,0.2,0.5,0.67,0.55,0.04,0.33,0.94,0.42,0.08,0.42,0.45,0.33,0.71,0.59,0.28,0.15,0,0.3,0.12,0.93,0.11,0.06,0.3,0.2,0.06,0.04,0.93,1,1,0.26,1 +55,71,81325,TwoRiverscity,6,0,0.37,0,0.97,0.08,0.01,0.38,0.4,0.25,0.54,0,0,0.23,0.43,0.15,0.67,0.59,0.34,0.44,0.26,0.24,0.24,0.44,0.15,0.1,0.2,0.11,0.01,0.23,0.36,0.41,0.16,0.25,0.51,1,0.23,0.91,0.21,0.33,0.32,0.27,0.3,0.44,0.71,0.76,0.62,0.68,0.52,0.6,0,0.1,0,0.78,0.6,0.55,0.58,0.07,0.04,0.04,0.04,0.94,0.04,0.18,0.17,0.41,0.43,0.32,0.69,0.07,0.37,0.5,0.01,0.83,0.67,0.09,0.62,0.23,0.15,0.21,0.07,0.05,0.05,0.11,0.12,0.12,0.12,0.26,0.09,0.35,0,0,0.03,0.95,0.78,0.9,0.9,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.2,0.08,?,?,?,?,0,?,0.02 +34,5,47880,Moorestowntownship,6,0.01,0.49,0.11,0.87,0.15,0.02,0.34,0.33,0.21,0.53,0.02,0.89,0.71,0.65,0.28,0.81,0.51,0.09,0.56,0.75,0.88,0.85,0.51,0.13,1,0.09,1,0,0.06,0.17,0.19,0.74,0.13,0.52,0.28,0.63,0.15,0.79,0.25,0.32,0.29,0.29,0.48,0.8,0.83,0.84,0.73,0.17,0.38,0,0.1,0,0.05,0.05,0.13,0.13,0.02,0.01,0.03,0.03,0.88,0.04,0.18,0.19,0.51,0.55,0.27,0.82,0.03,0.21,0.5,0.01,0.88,0.77,0.32,0.4,0.35,0.02,0.15,0.39,0.49,0.64,0.48,0.54,0.63,0.57,0.65,0.34,0.46,0,0,0.12,0.4,0.66,0.67,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.09,0.16,?,?,?,?,0,?,0.08 +11,1,50000,Washingtoncity,6,0.96,0.32,1,0,0.11,0.1,0.39,0.56,0.41,0.41,0.96,1,0.32,0.56,0.17,0.37,0.33,0.43,0.53,0.33,0.47,0.98,0.32,0.24,0.38,0.33,0.45,0.88,0.44,0.33,0.46,0.54,0.44,0.5,0.06,0.7,0.19,0.66,0.76,0.91,0.69,0.75,0.51,0,0,0.12,0,0.63,0.64,1,1,0.39,0.57,0.64,0.69,0.69,0.39,0.38,0.37,0.34,0.79,0.16,0.49,0.31,0.27,0.37,0.27,0.24,0.38,0.76,0,1,0.57,0.23,1,0.55,0.17,0.25,0.47,0.25,0.29,0.54,0.33,0.39,0.53,0.35,0.44,0.41,0.37,1,0.3,0.29,0.36,0.57,0.61,0.33,1,0.85,0,1,0.44,0.3,0.11,0.85,0.94,0,1,0.07,0.14,1,0.73,0.86,0.51,0.18,0.83,1,0.65,0.72,0.77,0,0.45,0.56,1 +42,77,23584,Emmausborough,6,0,0.3,0.01,0.99,0.04,0.01,0.27,0.37,0.24,0.65,0.02,1,0.36,0.4,0.21,0.75,0.67,0.15,0.67,0.39,0.38,0.37,0.29,0.32,0.23,0.19,0.45,0,0.1,0.37,0.4,0.29,0.27,0.48,0.71,0.36,0.51,0.36,0.35,0.27,0.3,0.33,0.31,0.77,0.81,0.81,0.87,0.49,0.62,0,0.1,0,0.1,0.65,0.58,0.49,0.01,0.08,0.06,0.05,0.92,0.02,0.04,0.05,0.33,0.42,0.16,0.7,0.02,0.4,0.5,0.01,0.86,0.63,0,0.33,0.31,0.01,0.26,0.23,0.23,0.23,0.35,0.35,0.41,0.36,0.43,0.46,0.25,0,0,0.05,0.89,0.73,0.82,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.32,0.05,?,?,?,?,0,?,0.06 +55,133,59250,Oconomowoccity,6,0,0.42,0,1,0.01,0.01,0.37,0.4,0.22,0.51,0,0,0.37,0.51,0.07,0.68,0.56,0.11,0.44,0.38,0.31,0.3,0.92,0.15,0.1,0.64,0.26,0,0.08,0.21,0.26,0.33,0.09,0.55,0.66,0.44,0.43,0.39,0.36,0.3,0.36,0.37,0.47,0.8,0.85,0.85,0.79,0.36,0.62,0,0.04,0,0.09,0.07,0.05,0.25,0.01,0.01,0.01,0.03,0.94,0.01,0.16,0.16,0.44,0.56,0.23,0.65,0.04,0.43,0.5,0.01,0.88,0.57,0.05,0.39,0.46,0.05,0.1,0.18,0.17,0.15,0.36,0.38,0.4,0.36,0.39,0.58,0.58,0,0,0.05,0.78,0.57,0.67,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.16,0.01,?,?,?,?,0,?,0.07 +6,?,?,SanCarloscity,6,0.03,0.29,0.02,0.87,0.37,0.12,0.2,0.27,0.14,0.52,0.04,1,0.71,0.55,0.17,0.76,0.45,0.1,0.59,0.73,0.79,0.78,0.71,0.35,0.54,0.56,0.74,0.01,0.06,0.08,0.12,0.58,0.09,0.67,0.36,0.41,0.16,0.66,0.48,0.3,0.51,0.52,0.28,0.78,0.8,0.85,0.63,0.55,0.59,0,0.05,0.02,0.15,0.18,0.25,0.31,0.13,0.14,0.17,0.2,0.73,0.11,0.07,0.08,0.32,0.36,0.24,0.71,0.09,0.48,0.5,0.01,0.93,0.68,0.05,0.24,0.38,0.03,0,1,1,1,0.78,0.75,0.96,0.76,0.51,0.86,0.25,0,0,0.37,0.55,0.66,0.72,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.39,0.22,?,?,?,?,0,?,0.08 +42,71,46896,Manheimtownship,6,0.03,0.47,0.02,0.95,0.11,0.02,0.29,0.27,0.16,0.64,0.04,0.91,0.49,0.54,0.48,0.79,0.54,0.12,0.62,0.48,0.5,0.49,0.29,0.18,0.31,0.22,0.35,0.01,0.05,0.25,0.28,0.53,0.08,0.51,0.56,0.5,0.32,0.6,0.23,0.21,0.23,0.24,0.38,0.86,0.88,0.88,0.79,0.41,0.52,0,0.06,0.01,0.18,0.2,0.39,0.4,0.04,0.04,0.07,0.07,0.89,0.04,0.11,0.12,0.43,0.48,0.28,0.74,0.03,0.25,0.5,0.02,0.9,0.7,0,0.4,0.56,0.03,0.1,0.25,0.26,0.29,0.39,0.44,0.46,0.45,0.25,0.42,0.22,0,0,0.1,0.75,0.62,0.72,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.1,0.07,?,?,?,?,0,?,0.05 +54,?,?,Moundsvillecity,6,0,0.37,0.02,0.98,0.01,0.02,0.37,0.38,0.26,0.63,0.02,1,0.14,0.22,0.05,0.43,0.76,0.48,0.85,0.15,0.17,0.16,0.17,0.06,0.05,0,0.32,0.01,0.44,0.49,0.62,0.12,0.62,0.11,0.33,0.47,0.54,0.27,0.65,0.37,0.5,0.59,0.37,0.59,0.55,0.61,0.75,0.24,0.34,0,0.14,0,0,0,0,0,0,0,0,0,0.98,0.02,0.11,0.11,0.33,0.32,0.37,0.62,0.05,0.57,0,0.02,0.69,0.63,0.32,0.73,0.08,0.6,0.15,0.04,0.03,0.03,0.07,0.08,0.07,0.1,0.59,0.1,0.24,0,0,0,0.9,0.65,0.8,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.31,0.01,?,?,?,?,0,?,0.02 +55,25,48000,Madisoncity,6,0.29,0.34,0.08,0.86,0.24,0.04,0.63,0.78,0.71,0.27,0.3,1,0.29,0.71,0.36,0.71,0.29,0.24,0.34,0.4,0.34,0.35,0.2,0.16,0.17,0.24,0.33,0.26,0.42,0.13,0.14,0.69,0.17,0.64,0.19,0.8,0.21,0.59,0.37,0.83,0.4,0.4,0.35,0.61,0.65,0.68,0.56,0.73,0.77,0.07,0.23,0.07,0.83,0.82,0.81,0.8,0.33,0.29,0.26,0.23,0.87,0.07,0.12,0.11,0.29,0.42,0.23,0.39,0.14,0.6,0,0.14,0.89,0.34,0.07,0.25,0.48,0.1,0.25,0.16,0.15,0.15,0.36,0.37,0.42,0.35,0.6,0.42,0.43,0.12,0.01,0.17,0.64,0.31,0.45,0.5,0.05,0.13,0.95,0.14,0.05,0.1,0.23,0.13,0.93,0.86,0.15,0.08,0,0.16,0.08,0.57,0.44,0.17,0.28,0.43,0.1,0.08,0.46,1,0.72,0.18,0.13 +28,?,?,Pascagoulacity,6,0.03,0.44,0.42,0.65,0.05,0.02,0.49,0.52,0.35,0.36,0.04,1,0.22,0.46,0.23,0.39,0.46,0.49,0.4,0.23,0.23,0.27,0.15,0.09,0.26,0.22,0.27,0.04,0.52,0.31,0.45,0.25,0.49,0.42,0.74,0.34,0.4,0.44,0.67,0.41,0.62,0.66,0.49,0.42,0.41,0.31,0.42,0.51,0.48,0.03,0.43,0,0.55,0.54,0.51,0.5,0.04,0.04,0.03,0.03,0.97,0.03,0.24,0.23,0.45,0.47,0.44,0.51,0.23,0.5,0.5,0.07,0.51,0.5,0.26,0.51,0.54,0.59,0.34,0.08,0.07,0.08,0.15,0.18,0.16,0.17,0.45,0.15,0.42,0.01,0.05,0.03,0.72,0.65,0.83,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.14,0.01,?,?,?,?,0,?,0.45 +42,29,14712,Coatesvillecity,6,0,0.47,0.78,0.35,0.03,0.09,0.43,0.49,0.31,0.51,0.02,1,0.22,0.38,0,0.3,0.6,0.57,0.73,0.22,0.18,0.25,0.2,0.11,0.18,0.15,0.26,0.02,0.48,0.34,0.57,0.14,0.43,0.36,0.48,0.58,0.53,0.17,0.54,0.67,0.62,0.62,0.6,0.12,0.13,0.23,0.05,0.42,0.5,0.03,1,0,0.12,0.38,0.62,0.59,0.02,0.07,0.1,0.09,0.85,0.16,0.46,0.4,0.5,0.56,0.47,0.4,0.16,0.41,0.5,0.01,0.72,0.39,1,0.7,0,0.38,0.14,0.12,0.12,0.12,0.19,0.29,0.34,0.3,0.59,0.58,0.61,0.04,0,0.08,0.87,0.67,0.9,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.5,0.27,?,?,?,?,0,?,0.44 +21,?,?,Newportcity,6,0.01,0.41,0.07,0.94,0.02,0.01,0.45,0.55,0.35,0.4,0.03,1,0.12,0.37,0.2,0.27,0.56,0.59,0.37,0.13,0.13,0.13,0.18,0.07,0.18,0.36,0.41,0.04,0.69,0.75,0.82,0.11,0.6,0.39,0.44,0.22,0.67,0.17,0.88,0.5,0.83,0.89,0.59,0.3,0.3,0.13,0.3,0.45,0.39,0.02,0.47,0,0.26,0.46,0.38,0.52,0.01,0.02,0.01,0.02,0.98,0.03,0.42,0.34,0.44,0.52,0.42,0.33,0.26,0.76,0,0.04,0.59,0.32,0.51,0.48,0,0.73,0.28,0.04,0.03,0.04,0.13,0.17,0.17,0.17,0.55,0.22,0.39,0,0.01,0.01,0.79,0.49,0.72,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.58,0.42,?,?,?,?,0,?,0.45 +12,?,?,MiamiSpringscity,6,0.01,0.41,0.04,0.89,0.12,0.78,0.29,0.35,0.2,0.51,0.02,1,0.33,0.6,0.2,0.48,0.45,0.17,0.54,0.37,0.35,0.35,0.25,0.34,0.22,0.33,0.4,0.01,0.25,0.3,0.39,0.3,0.41,0.52,0.18,0.34,0.21,0.43,0.7,0.34,0.63,0.69,0.47,0.61,0.62,0.8,0.73,0.57,0.58,0,0.09,0.03,0.4,0.45,0.44,0.52,0.95,0.92,0.82,0.9,0.2,0.66,0.28,0.25,0.43,0.46,0.38,0.58,0.54,0.62,0,0.01,0.83,0.56,0.06,0.27,0.35,0.26,1,0.25,0.23,0.23,0.41,0.37,0.39,0.37,0.65,0.6,0.35,0,0,1,0.22,0.48,0.68,0.48,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.38,0.16,?,?,?,?,0,?,0.39 +6,?,?,Escondidocity,6,0.16,0.5,0.03,0.78,0.23,0.43,0.37,0.53,0.34,0.4,0.17,1,0.35,0.52,0.38,0.47,0.46,0.36,0.5,0.35,0.33,0.34,0.27,0.16,0.32,0.21,0.26,0.11,0.29,0.34,0.37,0.28,0.38,0.55,0.34,0.27,0.36,0.37,0.54,0.41,0.66,0.63,0.54,0.6,0.59,0.65,0.56,0.5,0.49,0.06,0.27,0.12,0.55,0.64,0.65,0.68,0.67,0.67,0.62,0.6,0.59,0.49,0.49,0.43,0.53,0.47,0.61,0.36,0.47,0.66,0,0.15,0.74,0.41,0.07,0.21,0.79,0.16,0.32,0.44,0.43,0.45,0.58,0.54,0.59,0.53,0.74,0.83,0.21,0.08,0.04,0.51,0.38,0.18,0.58,0.5,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.25,0.11,?,?,?,?,0,?,0.26 +6,?,?,Hawthornecity,6,0.1,0.43,0.55,0.12,0.67,0.58,0.4,0.66,0.42,0.21,0.11,1,0.32,0.72,0.12,0.24,0.2,0.45,0.23,0.32,0.3,0.36,0.36,0.26,0.31,0.27,0.33,0.09,0.36,0.37,0.45,0.24,0.43,0.63,0.62,0.22,0.43,0.32,0.72,0.67,0.76,0.77,0.59,0.34,0.38,0.37,0.35,0.48,0.48,0.09,0.73,0.14,0.42,0.51,0.57,0.64,0.86,0.92,0.94,0.97,0.31,0.67,0.55,0.43,0.46,0.62,0.46,0.05,0.88,0.89,0,0.11,0.72,0.05,0.1,0.16,0.6,0.24,0.25,0.57,0.6,0.59,0.63,0.57,0.63,0.54,0.6,0.68,0.1,0,0,0.87,0.37,0.31,0.74,0.59,0.01,0.09,0.98,0.13,0.03,0.17,0.51,0.09,0,0.82,0.06,0.21,0.21,0.2,0.01,0.57,0.47,0.01,1,0.29,0.05,0.03,0.89,0.5,0.47,0.18,1 +29,?,?,Bridgetoncity,6,0.01,0.42,0.07,0.92,0.08,0.02,0.35,0.4,0.25,0.44,0.03,1,0.44,0.68,0.4,0.7,0.45,0.06,0.56,0.47,0.42,0.4,0.37,0.11,0.37,0.43,0.33,0,0.06,0.22,0.31,0.37,0.13,0.63,0.5,0.31,0.29,0.5,0.45,0.34,0.48,0.49,0.4,0.71,0.74,0.82,0.62,0.72,0.68,0,0.09,0,0.26,0.27,0.45,0.46,0.03,0.03,0.04,0.04,0.94,0.05,0.16,0.16,0.42,0.47,0.29,0.72,0.05,0.38,0.5,0.02,0.83,0.68,0.05,0.23,0.56,0.03,0.06,0.21,0.19,0.18,0.41,0.36,0.36,0.38,0.09,0.11,0.17,0,0,0.04,0.76,0.64,0.73,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.1,0.03,?,?,?,?,0,?,0.32 +6,?,?,ChulaVistacity,6,0.2,0.53,0.09,0.51,0.55,0.69,0.42,0.54,0.36,0.37,0.21,1,0.34,0.57,0.1,0.41,0.42,0.49,0.68,0.34,0.31,0.34,0.31,0.2,0.31,0.29,0.35,0.12,0.25,0.33,0.41,0.27,0.37,0.5,0.32,0.35,0.31,0.42,0.54,0.41,0.63,0.61,0.58,0.6,0.57,0.67,0.58,0.38,0.37,0.05,0.19,0.2,0.34,0.37,0.42,0.44,0.53,0.51,0.52,0.5,0.32,0.44,0.44,0.41,0.56,0.6,0.54,0.43,0.5,0.63,0,0.11,0.86,0.42,0.08,0.1,0.65,0.12,0.2,0.41,0.41,0.42,0.53,0.51,0.57,0.49,0.67,0.67,0.17,0,0.03,0.66,0.35,0.39,0.65,0.57,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.39,0.25,?,?,?,?,0,?,0.3 +6,?,?,PalmDesertcity,6,0.02,0.2,0.02,0.87,0.11,0.25,0.24,0.31,0.2,0.82,0.04,1,0.42,0.32,0.13,0.59,0.71,0.12,0.6,0.47,0.72,0.74,0.33,0.25,0.34,0.27,0.32,0.01,0.18,0.13,0.22,0.37,0.22,0.44,0.06,0.3,0.12,0.47,0.59,0.37,0.69,0.67,0.2,0.6,0.62,0.78,0.5,0.53,0.64,0.01,0.14,0.02,0.42,0.52,0.62,0.65,0.4,0.43,0.47,0.45,0.71,0.26,0.19,0.15,0.22,0.19,0.31,0.54,0.2,0.64,0,0.41,0,0.57,0.07,0.11,0.85,0.04,0.03,0.38,0.44,0.55,0.63,0.6,0.67,0.62,0.87,0.8,0.46,0,0,0.4,0.33,0.27,0.33,0.57,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.1,0.04,?,?,?,?,0,?,0.31 +6,?,?,SanJosecity,6,1,0.69,0.09,0.43,1,0.49,0.43,0.57,0.36,0.2,1,1,0.57,0.77,0.2,0.48,0.24,0.43,0.32,0.54,0.4,0.47,0.37,0.23,0.32,0.29,0.36,0.65,0.24,0.37,0.39,0.4,0.33,0.65,0.74,0.26,0.36,0.45,0.49,0.59,0.56,0.54,0.75,0.63,0.58,0.7,0.62,0.48,0.48,0.47,0.32,1,0.43,0.5,0.58,0.67,0.79,0.81,0.86,0.9,0.33,0.59,0.71,0.66,0.73,0.69,0.76,0.5,0.68,0.51,0.5,0.49,0.88,0.53,0.16,0.21,0.65,0.09,0.28,0.68,0.7,0.7,0.69,0.69,0.86,0.7,0.64,0.73,0.25,0.54,0.33,0.79,0.44,0.44,0.7,0.65,0.07,0.02,0.95,0.01,0.11,0.05,0.39,0.02,0.7,0.61,0.09,0.46,0.48,0.33,0.02,0.86,1,0.5,0.38,0.2,0.09,0.1,0,1,0.16,0.03,0.27 +25,17,45560,Newtoncity,6,0.12,0.52,0.04,0.89,0.28,0.03,0.43,0.52,0.42,0.47,0.13,1,0.79,0.63,0.33,0.82,0.45,0.12,0.42,0.83,0.82,0.82,0.53,0.13,0.41,0.21,0.64,0.03,0.1,0.12,0.12,0.94,0.2,0.62,0.22,0.95,0.08,0.93,0.18,0.62,0.23,0.22,0.44,0.83,0.86,0.89,0.75,0.63,0.68,0.01,0.06,0.07,0.38,0.38,0.38,0.38,0.35,0.3,0.27,0.26,0.75,0.1,0.19,0.18,0.46,0.53,0.31,0.68,0.04,0.35,0.5,0.05,0.89,0.63,0.02,0.48,0,0.02,0.16,0.75,0.8,0.86,0.73,0.83,1,0.86,0.42,0.43,0.42,0.11,0,0.39,0.55,0.69,0.59,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.38,0.69,?,?,?,?,0,?,0.11 +55,79,73725,Shorewoodvillage,6,0.01,0.18,0.03,0.95,0.1,0.03,0.23,0.39,0.2,0.55,0.02,1,0.38,0.53,0.31,0.78,0.51,0.1,0.37,0.52,0.6,0.59,0.25,0.18,0.44,0.41,0.47,0.01,0.15,0.11,0.11,0.89,0.11,0.6,0.23,0.97,0.08,0.96,0.37,0.48,0.49,0.47,0.35,0.71,0.81,0.88,0.66,0.55,0.62,0,0.09,0.01,0.55,0.44,0.41,0.41,0.27,0.19,0.16,0.15,0.83,0.09,0.12,0.08,0.19,0.43,0.06,0.46,0.02,0.63,0,0.01,0.94,0.34,0,0.34,0,0.01,0.12,0.26,0.26,0.28,0.43,0.4,0.5,0.37,0.42,0.41,0.43,0,0,0.21,0.63,0.48,0.67,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.74,0.34,?,?,?,?,0,?,0.07 +40,?,?,Claremorecity,6,0.01,0.4,0.05,0.7,0.04,0.03,0.41,0.46,0.29,0.49,0,0,0.2,0.46,0.4,0.38,0.49,0.27,0.37,0.23,0.22,0.23,0.19,0.16,0.1,0.04,0.16,0.02,0.41,0.32,0.43,0.23,0.31,0.43,0.45,0.43,0.44,0.34,0.64,0.23,0.69,0.7,0.43,0.58,0.61,0.7,0.43,0.4,0.38,0,0.1,0,0.9,0.66,0.54,0.46,0.08,0.05,0.04,0.03,0.98,0.01,0.16,0.16,0.4,0.4,0.41,0.55,0.12,0.53,0.5,0.02,0.7,0.56,0.16,0.68,0.69,0.48,0.57,0.09,0.08,0.08,0.16,0.2,0.22,0.2,0.5,0.41,0.35,0,0,0.03,0.63,0.46,0.6,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.13,0,?,?,?,?,0,?,0.09 +6,?,?,SanJacintocity,6,0.01,0.46,0.02,0.62,0.06,0.62,0.33,0.4,0.24,0.75,0.03,1,0.15,0.11,0.08,0.34,0.86,0.77,0.7,0.14,0.14,0.16,0.17,0.12,0.27,0.19,0.21,0.02,0.42,0.57,0.69,0.1,0.54,0.14,0.27,0.36,0.47,0.24,0.51,0.3,0.63,0.6,0.54,0.5,0.5,0.58,0.66,0.18,0.07,0.01,0.32,0.02,0.37,0.46,0.46,0.47,0.39,0.41,0.38,0.35,0.54,0.43,0.57,0.5,0.49,0.34,0.76,0.51,0.5,0.79,0,0.04,0.49,0.61,0.06,0.48,0.79,0.28,0.32,0.2,0.19,0.19,0.27,0.32,0.37,0.33,0.69,0.66,0.35,0,0,0.43,0.43,0.27,0.47,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.13,0.03,?,?,?,?,0,?,0.26 +48,?,?,Robstowncity,6,0,0.93,0.04,0.42,0.01,1,0.62,0.57,0.38,0.36,0,0,0.08,0.35,0.53,0.07,0.59,1,0.22,0.07,0.02,0.04,0.15,0,0,0.13,0.18,0.04,0.99,1,1,0.08,0.85,0.12,0.37,0.35,0.66,0.16,0.42,0.43,0.49,0.48,1,0.58,0.45,0.56,0.53,0.06,0,0.01,0.28,0,0,0.06,0.1,0.25,0,0.02,0.03,0.06,0,0.94,1,1,1,0.93,1,0.6,0.93,0.55,0,0.03,0.43,0.63,1,0.98,0.44,1,1,0.01,0.01,0.02,0.01,0.07,0.07,0.09,0.63,0.46,0.54,0,0,0.14,0.99,0.84,0.99,1,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.12,0.07,?,?,?,?,0,?,0.17 +37,?,?,Carytown,6,0.05,0.41,0.11,0.85,0.23,0.03,0.32,0.52,0.26,0.1,0.07,1,0.57,0.92,0.36,0.68,0.11,0.04,0.23,0.58,0.53,0.53,0.4,0.41,0.41,0.43,0.57,0.01,0.07,0.04,0.06,0.8,0.08,0.89,0.36,0.43,0.1,0.73,0.3,0.33,0.38,0.35,0.44,0.86,0.89,0.92,0.85,0.64,0.65,0,0.06,0.02,0.26,0.37,0.52,0.55,0.1,0.13,0.17,0.16,0.86,0.06,0.08,0.09,0.45,0.52,0.31,0.66,0.05,0.37,0.5,0.06,0.77,0.61,0.01,0.18,0.9,0.05,0.04,0.25,0.25,0.26,0.45,0.4,0.43,0.43,0.22,0.49,0.31,0,0,0.17,0.33,0.2,0.23,0.05,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.12,0.01,?,?,?,?,0,?,0.07 +6,?,?,LaQuintacity,6,0,0.54,0.04,0.69,0.09,0.49,0.3,0.43,0.21,0.31,0.02,0.93,0.46,0.56,0.38,0.43,0.34,0.29,0.37,0.44,0.5,0.58,0.16,0.11,0.26,0.26,0.29,0.01,0.16,0.23,0.31,0.33,0.37,0.58,0.14,0.33,0.21,0.44,0.55,0.3,0.63,0.61,0.55,0.65,0.64,0.77,0.75,0.26,0.41,0,0.15,0.01,0.33,0.37,0.34,0.33,0.27,0.27,0.22,0.2,0.61,0.3,0.46,0.45,0.6,0.45,0.91,0.58,0.37,0.32,0.5,0.13,0,0.67,0.02,0.28,0.96,0.08,0.18,0.26,0.27,0.38,0.66,0.63,0.66,0.73,0.74,0.72,0.43,0,0,0.34,0.44,0.18,0.4,0.56,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.04,0.05,?,?,?,?,0,?,0.31 +39,61,71892,Sharonvillecity,6,0,0.3,0.04,0.95,0.09,0.01,0.3,0.47,0.28,0.37,0.02,1,0.41,0.64,0.21,0.64,0.39,0.12,0.51,0.42,0.41,0.39,0.44,0,0.39,0,0.68,0,0.13,0.23,0.33,0.34,0.07,0.64,0.65,0.29,0.34,0.52,0.57,0.39,0.52,0.56,0.37,0.73,0.76,0.87,0.62,0.54,0.71,0,0.1,0,0.27,0.28,0.39,0.41,0.06,0.06,0.07,0.07,0.95,0.01,0.13,0.12,0.32,0.44,0.16,0.61,0.03,0.51,0.5,0.02,0.74,0.54,0.05,0.19,0.58,0.07,0.05,0.18,0.17,0.17,0.41,0.38,0.38,0.35,0.23,0.25,0.24,0,0,0.09,0.66,0.47,0.62,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.1,0.04,?,?,?,?,0,?,0.07 +49,?,?,SaltLakeCitycity,6,0.24,0.31,0.03,0.81,0.29,0.18,0.4,0.56,0.38,0.46,0.25,1,0.18,0.5,0.26,0.48,0.49,0.31,0.44,0.23,0.29,0.3,0.21,0.09,0.19,0.2,0.24,0.23,0.43,0.16,0.28,0.49,0.33,0.5,0.25,0.63,0.35,0.53,0.71,0.54,0.61,0.68,0.49,0.54,0.6,0.59,0.59,0.44,0.45,0.09,0.25,0.09,0.56,0.59,0.59,0.61,0.33,0.3,0.28,0.26,0.76,0.13,0.45,0.31,0.31,0.42,0.25,0.42,0.2,0.7,0,0.38,0.6,0.37,0.52,0.41,0.25,0.37,0.22,0.12,0.12,0.14,0.19,0.2,0.21,0.17,0.41,0.44,0.36,0.32,0.37,0.24,0.57,0.44,0.63,0.52,0.06,0.19,0.92,0.23,0.06,0.14,0.23,0.19,0.77,0.96,0.01,0.05,0.05,0.04,0.09,0.79,0.09,0.32,0.12,0.32,0.29,0.09,0.81,0.5,0.7,0.22,0.33 +12,?,?,Venicecity,6,0.01,0.03,0.02,0.98,0.02,0.01,0,0,0,1,0.03,1,0.27,0,0.31,0.86,1,0.16,1,0.28,0.51,0.5,0.06,0.24,0.4,0.02,0.41,0.01,0.14,0.21,0.32,0.37,0.21,0,0.16,0.52,0.22,0.4,0.37,0.02,0.34,0.37,0,0.4,0.44,0.71,0.5,0.43,0.61,0,0.05,0.01,0.06,0.05,0.06,0.06,0.03,0.02,0.02,0.02,0.9,0.06,0.01,0.01,0.01,0,0.09,0.7,0.04,0.94,0,0.18,0,0.71,0,0.4,0.73,0.18,0,0.19,0.19,0.23,0.41,0.42,0.52,0.42,0.67,0.54,0.15,0,0.01,0.2,0,0.5,0.48,0.27,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.19,0.01,?,?,?,?,0,?,0.15 +41,?,?,Springfieldcity,6,0.06,0.39,0.01,0.93,0.09,0.05,0.42,0.55,0.36,0.34,0.07,1,0.17,0.59,0.16,0.35,0.4,0.45,0.38,0.17,0.17,0.16,0.18,0.16,0.2,0.26,0.24,0.07,0.43,0.24,0.38,0.16,0.52,0.48,0.44,0.32,0.66,0.18,0.77,0.39,0.83,0.84,0.43,0.46,0.5,0.58,0.5,0.38,0.44,0.02,0.23,0.01,0.37,0.46,0.43,0.48,0.07,0.08,0.06,0.07,0.93,0.06,0.22,0.2,0.42,0.43,0.45,0.35,0.23,0.65,0,0.03,0.88,0.37,0.17,0.19,0.63,0.31,0.17,0.09,0.07,0.07,0.29,0.29,0.3,0.29,0.6,0.39,0.46,0.03,0.01,0.07,0.48,0.29,0.58,0.58,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.28,0.23,?,?,?,?,0,?,0.21 +6,?,?,SimiValleycity,6,0.14,0.69,0.03,0.82,0.33,0.23,0.47,0.53,0.34,0.13,0.16,1,0.7,0.87,0.29,0.5,0.18,0.17,0.27,0.63,0.46,0.46,0.51,0.23,0.4,0.41,0.45,0.03,0.08,0.11,0.21,0.33,0.22,0.79,0.51,0.24,0.26,0.48,0.45,0.43,0.51,0.5,0.67,0.77,0.74,0.81,0.75,0.5,0.58,0.03,0.15,0.08,0.31,0.38,0.42,0.49,0.26,0.28,0.28,0.3,0.74,0.16,0.42,0.44,0.75,0.74,0.71,0.73,0.25,0.27,0.5,0.06,0.89,0.73,0,0.31,0.71,0.03,0.11,0.64,0.62,0.61,0.93,0.88,0.97,0.87,0.74,0.77,0.15,0.01,0,0.35,0.5,0.45,0.5,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.25,0.03,?,?,?,?,0,?,0.1 +6,?,?,Maderacity,6,0.03,0.72,0.09,0.35,0.1,1,0.54,0.56,0.37,0.35,0,0,0.16,0.4,0.56,0.23,0.48,1,0.43,0.14,0.13,0.19,0.18,0.13,0.24,0.17,0.2,0.07,0.72,0.98,0.85,0.12,1,0.24,0.36,0.33,0.57,0.17,0.48,0.47,0.64,0.6,0.81,0.41,0.4,0.41,0.41,0.32,0.27,0.03,0.46,0.04,0.33,0.5,0.58,0.65,0.51,0.67,0.71,0.72,0.24,1,0.86,0.82,0.77,0.63,0.89,0.31,0.87,0.62,0,0.02,0.87,0.39,0.56,0.3,0.65,0.38,0.73,0.13,0.13,0.14,0.24,0.25,0.26,0.27,0.66,0.42,0.31,0.02,0.01,0.65,0.56,0.47,0.74,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.24,0,?,?,?,?,0,?,0.51 +12,?,?,SafetyHarborcity,6,0.01,0.39,0.1,0.9,0.06,0.05,0.32,0.32,0.18,0.53,0.02,1,0.42,0.55,0.15,0.64,0.53,0.15,0.66,0.43,0.43,0.44,0.14,0.34,0.14,0.79,0.63,0.01,0.18,0.15,0.19,0.45,0.25,0.55,0.27,0.44,0.19,0.58,0.47,0.23,0.47,0.49,0.35,0.78,0.76,0.83,0.65,0.54,0.61,0.01,0.18,0.01,0.33,0.36,0.38,0.35,0.15,0.14,0.14,0.11,0.88,0.07,0.1,0.11,0.41,0.4,0.38,0.81,0.06,0.5,0.5,0.02,0.7,0.81,0.03,0.48,0.88,0.13,0,0.2,0.22,0.26,0.4,0.38,0.44,0.41,0.53,0.58,0.32,0,0,0.19,0.15,0.41,0.45,0.28,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.28,0.03,?,?,?,?,0,?,0.17 +18,?,?,Martinsvillecity,6,0,0.44,0,1,0.01,0.01,0.46,0.51,0.33,0.48,0,0,0.22,0.51,0.21,0.36,0.59,0.3,0.44,0.24,0.21,0.19,0,0.19,0.69,0,0.21,0.01,0.28,0.32,0.53,0.13,0.36,0.46,0.65,0.35,0.67,0.2,0.61,0.26,0.61,0.64,0.45,0.61,0.62,0.58,0.64,0.5,0.63,0,0.08,0,0,0,0,0.26,0,0,0,0.01,0.99,0.02,0.16,0.16,0.44,0.47,0.4,0.55,0.14,0.59,0,0.01,0.85,0.53,0.12,0.61,0.44,0.54,0.56,0.08,0.06,0.07,0.17,0.2,0.19,0.22,0.32,0.09,0.25,0.01,0,0.01,0.9,0.56,0.8,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.24,0.01,?,?,?,?,0,?,0.09 +9,3,27600,Farmingtontown,6,0.02,0.36,0.03,0.95,0.13,0.02,0.21,0.32,0.17,0.47,0.02,0.76,0.68,0.63,0.14,0.8,0.49,0.11,0.55,0.7,0.8,0.77,0.63,0.43,0.65,0.99,0.59,0,0.05,0.15,0.17,0.71,0.17,0.62,0.3,0.63,0.12,0.78,0.3,0.35,0.36,0.35,0.4,0.85,0.9,0.9,0.84,0.43,0.56,0,0.05,0.01,0.18,0.2,0.3,0.32,0.1,0.09,0.13,0.12,0.85,0.03,0.1,0.1,0.38,0.45,0.2,0.75,0.02,0.44,0.5,0.02,0.81,0.69,0.09,0.44,0.67,0.03,0,0.53,0.56,0.61,0.76,0.75,0.96,0.79,0.41,0.51,0.26,0,0,0.22,0.57,0.51,0.69,0.58,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.06,0.1,?,?,?,?,0,?,0.03 +1,?,?,Scottsborocity,6,0.01,0.37,0.11,0.9,0.02,0.01,0.43,0.43,0.28,0.46,0,0,0.22,0.43,0.24,0.34,0.53,0.46,0.45,0.24,0.24,0.24,0.2,0.13,0.5,0.32,0.21,0.02,0.38,0.54,0.57,0.23,0.26,0.45,0.72,0.32,0.73,0.36,0.49,0.22,0.51,0.53,0.37,0.66,0.64,0.83,0.51,0.56,0.51,0,0.11,0,0,0.29,0.31,0.52,0,0.01,0.01,0.01,0.98,0.02,0.09,0.1,0.39,0.4,0.39,0.59,0.09,0.44,0.5,0.02,0.71,0.59,0.09,0.48,0.65,0.53,0.52,0.08,0.08,0.09,0.02,0.08,0.08,0.15,0.28,0.21,0.39,0,0,0.01,0.77,0.61,0.8,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.13,0.02,0,?,?,?,?,0,?,0.15 +39,35,71682,ShakerHeightscity,6,0.03,0.33,0.6,0.5,0.12,0.02,0.33,0.33,0.19,0.47,0.05,1,0.65,0.62,0.12,0.76,0.45,0.14,0.46,0.76,0.95,1,0.44,0.17,0.69,0.34,0.74,0.01,0.08,0.05,0.1,1,0.2,0.57,0.23,1,0.08,1,0.29,0.36,0.54,0.46,0.4,0.67,0.72,0.91,0.71,0.51,0.56,0.01,0.13,0.01,0.51,0.51,0.51,0.49,0.24,0.21,0.19,0.17,0.88,0.03,0.13,0.12,0.36,0.51,0.14,0.67,0.02,0.41,0.5,0.04,0.8,0.58,0.01,0.38,0.13,0.03,0.09,0.28,0.34,0.45,0.49,0.46,0.53,0.49,0.34,0.27,0.36,0,0,0.19,0.56,0.65,0.74,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.41,0.52,?,?,?,?,0,?,0.17 +25,27,73895,Webstertown,6,0.01,0.35,0.01,0.96,0.04,0.04,0.32,0.45,0.29,0.62,0.02,0.94,0.3,0.45,0.1,0.39,0.62,0.38,0.38,0.34,0.32,0.32,0.21,0.08,0.05,0.17,0.22,0.01,0.24,0.44,0.58,0.2,0.41,0.48,0.58,0.32,0.56,0.28,0.45,0.4,0.45,0.47,0.39,0.53,0.58,0.61,0.59,0.64,0.63,0.01,0.25,0,0.07,0.12,0.25,0.3,0.02,0.03,0.05,0.06,0.78,0.08,0.14,0.13,0.36,0.42,0.34,0.43,0.07,0.56,0,0.04,0.53,0.42,0.13,0.7,0.25,0.18,0.41,0.31,0.3,0.29,0.23,0.32,0.35,0.31,0.34,0.46,0.58,0,0,0.11,0.86,0.66,0.88,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.11,0.01,?,?,?,?,0,?,0.14 +39,?,?,Girardcity,6,0,0.32,0.04,0.96,0.01,0.01,0.33,0.4,0.25,0.64,0.02,1,0.2,0.27,0.02,0.48,0.75,0.36,0.83,0.23,0.22,0.21,0.22,0.18,0.26,0.16,0.28,0.01,0.31,0.33,0.5,0.19,0.51,0.3,0.52,0.47,0.48,0.29,0.42,0.35,0.48,0.48,0.41,0.66,0.67,0.84,0.56,0.36,0.3,0,0.06,0,0.04,0.07,0.06,0.07,0.01,0.01,0.01,0.01,0.88,0.03,0.16,0.15,0.36,0.42,0.27,0.65,0.06,0.46,0.5,0.01,0.86,0.61,0.12,0.43,0.29,0.24,0.45,0.06,0.05,0.05,0.17,0.19,0.18,0.19,0.28,0.12,0.56,0,0,0.08,0.82,0.87,0.89,0.9,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.2,0.02,?,?,?,?,0,?,0.03 +18,?,?,Bloomingtoncity,6,0.08,0.56,0.08,0.87,0.25,0.03,1,1,1,0.19,0.1,1,0.11,0.71,0.22,0.55,0.24,0.21,0.26,0.24,0.19,0.18,0.2,0.14,0.28,0.17,0.23,0.13,0.84,0.16,0.21,0.79,0.43,0.26,0.16,1,0.21,0.65,0.23,1,0.3,0.28,0.27,0.48,0.52,0.51,0.37,0.49,0.48,0.01,0.2,0.03,1,0.95,0.96,0.86,0.5,0.4,0.36,0.3,0.86,0.08,0.08,0.08,0.23,0.31,0.26,0.17,0.13,0.74,0,0.05,0.83,0.17,0.09,0.26,0.58,0.22,0.14,0.13,0.15,0.17,0.26,0.28,0.31,0.26,0.99,0.25,0.22,0.04,0,0.2,0.52,0.06,0,0.16,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.34,0.19,?,?,?,?,0,?,0.34 +49,?,?,Centervillecity,6,0,1,0,0.98,0.05,0.02,0.69,0.52,0.28,0.12,0.02,1,0.5,0.79,0.6,0.64,0.21,0.12,0.41,0.47,0.24,0.23,0,0.08,0.04,0.25,0.35,0,0.08,0,0.07,0.52,0.31,0.69,0.27,0.48,0.24,0.59,0.12,0.31,0.25,0.2,1,0.91,0.96,0.88,0.86,0.35,0.4,0,0.01,0,0.15,0.18,0.22,0.24,0.01,0.02,0.02,0.02,0.97,0.02,1,1,1,1,0.8,0.87,0.17,0.18,0.5,0,0.94,0.84,0,0.32,0.77,0.03,0.21,0.21,0.19,0.19,0.27,0.29,0.32,0.3,0.32,0.41,0.17,0,0,0.04,0.76,0.61,0.67,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.16,0.19,?,?,?,?,0,?,0.05 +25,3,46225,NorthAdamscity,6,0.01,0.38,0.03,0.97,0.03,0.02,0.61,0.62,0.55,0.55,0,0,0.17,0.35,0.32,0.43,0.69,0.64,0.65,0.25,0.2,0.19,0.18,0.2,0.14,0.41,0.38,0.02,0.37,0.59,0.55,0.18,0.66,0.34,0.52,0.58,0.46,0.3,0.44,0.64,0.5,0.5,0.38,0.43,0.48,0.45,0.29,0.61,0.67,0.01,0.22,0,0.06,0.11,0.14,0.15,0.01,0.02,0.03,0.03,0.89,0.04,0.16,0.14,0.33,0.41,0.29,0.41,0.04,0.57,0,0.03,0.66,0.39,0.18,0.59,0,0.3,0.72,0.19,0.19,0.19,0.15,0.21,0.24,0.21,0.55,0.32,0.49,0,0,0.1,0.85,0.58,0.76,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.07,0.1,?,?,?,?,0,?,0.24 +45,?,?,Irmotown,6,0,0.65,0.21,0.81,0.09,0.01,0.36,0.47,0.19,0.03,0.02,1,0.51,0.98,0.23,0.53,0.06,0.1,0.15,0.45,0.33,0.33,0.28,0.22,0.17,0.2,0.29,0,0.05,0.02,0.06,0.58,0.13,0.95,0.21,0.49,0.17,0.62,0.23,0.16,0.33,0.3,0.6,0.87,0.91,0.91,0.63,0.94,0.89,0,0.09,0,0.08,0.06,0.16,0.14,0.01,0,0.01,0.01,0.95,0.03,0.12,0.16,0.71,0.68,0.72,0.84,0.08,0.04,0.5,0,0.9,0.85,0.06,0.51,0.88,0.06,0.33,0.18,0.14,0.13,0.5,0.46,0.47,0.55,0.21,0.47,0.26,0,0,0.03,0.5,0.37,0.26,0.35,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.24,0.01,?,?,?,?,0,?,0.07 +21,?,?,BowlingGreencity,6,0.05,0.38,0.24,0.8,0.07,0.01,0.74,0.75,0.72,0.41,0,0,0.14,0.49,0.41,0.37,0.48,0.46,0.4,0.2,0.23,0.24,0.16,0.11,0.21,0.06,0.57,0.08,0.63,0.53,0.49,0.37,0.44,0.43,0.35,0.57,0.44,0.43,0.53,0.64,0.54,0.56,0.35,0.43,0.44,0.47,0.44,0.46,0.52,0.02,0.29,0,0.78,0.86,0.76,0.72,0.08,0.08,0.07,0.06,0.96,0.04,0.12,0.11,0.28,0.31,0.3,0.39,0.11,0.59,0,0.08,0.65,0.39,0.12,0.35,0.56,0.64,0.13,0.09,0.1,0.12,0.14,0.18,0.18,0.17,0.58,0.37,0.31,0.02,0,0.04,0.73,0.37,0.54,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.12,0.02,?,?,?,?,0,?,0.33 +8,?,?,Bouldercity,6,0.12,0.31,0.02,0.89,0.24,0.09,0.76,0.88,0.86,0.21,0.13,1,0.29,0.72,0.32,0.7,0.21,0.12,0.25,0.48,0.42,0.42,0.28,0.22,0.25,0.21,0.31,0.13,0.5,0.07,0.06,0.97,0.29,0.6,0.23,0.86,0.12,0.76,0.42,1,0.52,0.49,0.26,0.56,0.63,0.71,0.42,0.58,0.61,0.02,0.15,0.05,0.74,0.73,0.73,0.69,0.42,0.36,0.33,0.29,0.84,0.08,0.08,0.06,0.22,0.3,0.22,0.35,0.1,0.61,0,0.08,0.84,0.33,0.05,0.21,0.63,0.1,0.17,0.28,0.29,0.31,0.42,0.44,0.54,0.41,0.81,0.44,0.21,0.12,0.07,0.24,0.19,0.19,0.19,0.11,0.01,0.12,0.98,0.15,0.06,0.26,0.7,0.12,0.86,0.79,0.15,0.13,0.15,0.2,0.03,0.64,0.35,0.06,0.31,0.31,0.04,0.02,0.83,0,0.77,0.13,0.09 +34,21,39510,Lawrencetownship,6,0.03,0.53,0.16,0.8,0.28,0.05,0.56,0.58,0.53,0.41,0.04,0.94,0.65,0.71,0.33,0.76,0.4,0.11,0.5,0.68,0.64,0.63,0.58,0.09,0.45,0.43,0.4,0.01,0.08,0.17,0.19,0.73,0.13,0.61,0.25,0.72,0.13,0.8,0.22,0.59,0.31,0.29,0.42,0.78,0.78,0.9,0.76,0.52,0.55,0.01,0.18,0.02,0.32,0.4,0.46,0.44,0.24,0.26,0.27,0.23,0.74,0.09,0.16,0.16,0.44,0.47,0.32,0.71,0.05,0.37,0.5,0.03,0.79,0.68,0.1,0.52,0.65,0.01,0.05,0.41,0.45,0.5,0.66,0.64,0.83,0.67,0.45,0.49,0.47,0.06,0,0.31,0.54,0.5,0.42,0.53,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.1,0.3,?,?,?,?,0,?,0.11 +55,79,85300,WestAlliscity,6,0.09,0.29,0.01,0.98,0.04,0.02,0.26,0.44,0.23,0.59,0.1,1,0.3,0.46,0.1,0.66,0.62,0.25,0.68,0.33,0.3,0.29,0.11,0.14,0.24,0.35,0.35,0.03,0.13,0.25,0.35,0.18,0.21,0.55,0.53,0.35,0.48,0.29,0.49,0.4,0.44,0.48,0.37,0.64,0.7,0.75,0.61,0.7,0.74,0.02,0.13,0.01,0.11,0.18,0.17,0.16,0.02,0.03,0.03,0.02,0.92,0.03,0.14,0.12,0.3,0.43,0.16,0.58,0.06,0.61,0,0.04,0.93,0.51,0.03,0.36,0.25,0.07,0.27,0.14,0.11,0.09,0.34,0.33,0.35,0.31,0.33,0.47,0.67,0,0,0.08,0.9,0.66,0.85,0.89,0.01,0.2,0.97,0.25,0.02,0.14,0.23,0.2,0.98,0.98,0,0,0.14,0.01,0.05,0.93,0.1,0.03,0.47,0.23,0.02,0.02,0.89,0,1,0.18,0.1 +39,35,72928,Soloncity,6,0.01,0.58,0.07,0.91,0.17,0.01,0.39,0.33,0.21,0.33,0.03,1,0.7,0.73,0.2,0.77,0.41,0.02,0.48,0.66,0.6,0.57,0.53,0.07,0.77,0.54,0.42,0,0.05,0.11,0.17,0.62,0.08,0.63,0.49,0.44,0.14,0.71,0.15,0.27,0.17,0.17,0.58,0.94,0.96,0.95,0.89,0.23,0.39,0,0.04,0.01,0.03,0.05,0.09,0.11,0.01,0.02,0.03,0.03,0.85,0.05,0.17,0.2,0.64,0.68,0.23,0.91,0.01,0.13,0.5,0.01,0.87,0.86,0,0.31,0.69,0.02,0,0.33,0.35,0.36,0.58,0.52,0.51,0.52,0.29,0.42,0.4,0,0,0.16,0.7,0.65,0.69,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.08,0.04,?,?,?,?,0,?,0.02 +53,?,?,Rentoncity,6,0.05,0.25,0.13,0.75,0.48,0.05,0.3,0.55,0.31,0.33,0.07,1,0.34,0.69,0.12,0.51,0.33,0.27,0.41,0.37,0.38,0.39,0.31,0.13,0.32,0.31,0.43,0.03,0.17,0.12,0.23,0.34,0.25,0.67,0.74,0.13,0.32,0.45,0.75,0.49,0.74,0.77,0.35,0.51,0.57,0.64,0.52,0.46,0.5,0.01,0.19,0.02,0.3,0.31,0.44,0.48,0.17,0.15,0.19,0.19,0.84,0.07,0.15,0.12,0.27,0.38,0.23,0.4,0.17,0.66,0,0.05,0.8,0.36,0.1,0.27,0.67,0.19,0.07,0.24,0.24,0.25,0.39,0.39,0.43,0.37,0.38,0.37,0.25,0.05,0.01,0.23,0.48,0.4,0.66,0.58,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.21,0.28,?,?,?,?,0,?,0.25 +34,11,76070,Vinelandcity,6,0.07,0.58,0.22,0.59,0.05,0.44,0.44,0.49,0.32,0.46,0.09,1,0.32,0.53,0.32,0.35,0.56,0.41,0.41,0.32,0.27,0.3,0.29,0.18,0.2,0.22,0.27,0.05,0.28,0.7,0.68,0.19,0.46,0.43,0.49,0.43,0.57,0.31,0.51,0.47,0.51,0.53,0.58,0.48,0.44,0.51,0.46,0.59,0.59,0.06,0.5,0.02,0.09,0.15,0.16,0.21,0.04,0.05,0.05,0.06,0.53,0.39,0.36,0.34,0.58,0.58,0.55,0.61,0.26,0.5,0.5,0.04,0.85,0.61,0.38,0.64,0.48,0.36,0.34,0.18,0.17,0.17,0.34,0.38,0.41,0.39,0.63,0.47,0.72,0.07,0.05,0.17,0.58,0.69,0.77,0.78,0.01,0.18,0.98,0.19,0.02,0.16,0.28,0.18,0.6,0.85,0.02,0.2,0,0.15,0.03,0.29,0.39,0.2,0.07,0.1,0.04,0.01,0.5,0,0.77,0.12,0.37 +48,?,?,Burlesoncity,6,0.01,0.57,0,0.97,0.04,0.06,0.47,0.5,0.3,0.23,0,0,0.36,0.74,0.55,0.38,0.3,0.17,0.3,0.33,0.25,0.23,0.27,0.37,0.49,0.32,0.28,0.01,0.16,0.19,0.41,0.16,0.38,0.59,0.57,0.32,0.45,0.32,0.42,0.23,0.52,0.49,0.54,0.75,0.74,0.85,0.67,0.63,0.64,0,0.05,0,0,0,0,0,0,0,0,0,0.94,0.02,0.17,0.2,0.61,0.59,0.6,0.67,0.12,0.19,0.5,0.01,0.81,0.68,0.33,0.47,0.75,0.22,0.07,0.12,0.1,0.09,0.32,0.32,0.34,0.4,0.44,0.42,0.39,0,0,0.02,0.74,0.54,0.55,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.08,0,?,?,?,?,0,?,0.07 +34,1,59640,Pleasantvillecity,6,0.01,0.47,1,0.02,0.11,0.19,0.38,0.54,0.32,0.43,0.03,1,0.3,0.6,0.07,0.21,0.48,0.4,0.44,0.3,0.25,0.28,0.32,0.23,0.22,0.28,0.32,0.02,0.31,0.39,0.59,0.18,0.56,0.53,0.09,0.26,0.33,0.23,0.72,0.67,0.68,0.73,0.6,0.19,0.18,0.24,0.1,0.67,0.65,0.04,1,0.01,0.32,0.36,0.46,0.49,0.14,0.14,0.16,0.16,0.74,0.17,0.59,0.47,0.49,0.55,0.43,0.47,0.3,0.64,0,0.04,0.46,0.45,0.73,0.68,0.4,0.49,0.7,0.16,0.14,0.13,0.45,0.49,0.53,0.54,0.59,0.6,1,0,0,0.19,0.59,0.55,0.73,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.23,0.8,?,?,?,?,0,?,0.71 +39,?,?,Nilescity,6,0.02,0.36,0.04,0.97,0.01,0.01,0.37,0.43,0.3,0.53,0.03,1,0.23,0.41,0.14,0.39,0.62,0.37,0.62,0.26,0.23,0.22,0.38,0.53,0.11,0.4,0.31,0.02,0.33,0.29,0.49,0.16,0.44,0.35,0.7,0.35,0.69,0.28,0.55,0.36,0.54,0.57,0.44,0.61,0.63,0.66,0.61,0.29,0.29,0.01,0.17,0,0.09,0.07,0.06,0.05,0.01,0.01,0.01,0.01,0.91,0.04,0.16,0.15,0.38,0.47,0.24,0.64,0.06,0.46,0.5,0.02,0.82,0.58,0.18,0.53,0.35,0.24,0.18,0.07,0.06,0.06,0.18,0.2,0.2,0.17,0.38,0.07,0.22,0,0,0.06,0.78,0.73,0.91,0.89,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.21,0.02,?,?,?,?,0,?,0.18 +51,690,49784,Martinsvillecity,6,0.01,0.29,0.72,0.43,0.01,0,0.33,0.37,0.22,0.67,0,0,0.18,0.38,0.17,0.39,0.69,0.41,0.5,0.23,0.29,0.4,0.21,0.86,0.23,0.47,0.16,0.02,0.41,0.64,0.65,0.24,0.34,0.4,1,0.26,0.92,0.34,0.59,0.39,0.64,0.65,0.37,0.32,0.31,0.14,0.37,0.72,0.75,0.03,0.63,0,0.1,0.07,0.54,0.54,0.01,0,0.03,0.02,0.96,0.03,0.2,0.17,0.32,0.34,0.31,0.53,0.11,0.51,0.5,0.02,0.75,0.52,0.42,0.6,0.42,0.39,0.3,0.08,0.08,0.12,0.13,0.16,0.16,0.16,0.34,0.3,0.43,0.01,0.01,0.02,0.78,0.7,0.71,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.12,0,?,?,?,?,0,?,0.28 +25,27,2480,Atholtown,6,0,0.42,0.01,0.97,0.03,0.01,0.36,0.41,0.23,0.53,0,0,0.26,0.42,0.38,0.42,0.56,0.48,0.68,0.29,0.25,0.24,0.16,0.07,0.88,0.25,0.36,0.01,0.3,0.3,0.43,0.18,0.74,0.38,0.79,0.41,0.65,0.24,0.49,0.36,0.5,0.52,0.49,0.62,0.66,0.69,0.6,0.34,0.37,0,0.17,0,0.11,0.11,0.14,0.12,0.03,0.03,0.03,0.02,0.92,0.05,0.23,0.21,0.45,0.49,0.34,0.68,0.08,0.47,0.5,0.02,0.61,0.64,0.13,0.77,0,0.23,0.44,0.22,0.21,0.2,0.2,0.31,0.33,0.3,0.56,0.54,0.36,0,0,0.11,0.83,0.63,0.72,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.03,0.02,?,?,?,?,0,?,0.44 +53,?,?,Bothellcity,6,0,0.36,0.02,0.92,0.21,0.03,0.35,0.41,0.25,0.4,0.02,1,0.42,0.63,0.2,0.62,0.47,0.1,0.52,0.48,0.43,0.42,0.5,0.26,0.31,0.51,0.6,0,0.08,0.08,0.15,0.43,0.15,0.67,0.41,0.39,0.27,0.54,0.53,0.34,0.6,0.59,0.4,0.71,0.77,0.93,0.6,0.28,0.56,0,0.08,0.01,0.12,0.14,0.19,0.25,0.05,0.05,0.07,0.08,0.9,0.03,0.17,0.16,0.39,0.48,0.24,0.64,0.09,0.53,0.5,0.01,0.84,0.59,0.07,0.15,0.81,0.06,0,0.39,0.39,0.39,0.46,0.47,0.54,0.47,0.4,0.49,0.11,0,0,0.19,0.49,0.39,0.52,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.19,0.38,?,?,?,?,0,?,0.09 +37,?,?,Kernersvilletown,6,0,0.24,0.11,0.9,0.03,0.03,0.35,0.62,0.4,0.31,0,0,0.23,0.71,0.3,0.31,0.31,0.09,0.16,0.28,0.3,0.3,0.3,0.07,0.05,0,0.31,0.01,0.21,0.4,0.44,0.26,0.36,0.72,0.62,0.16,0.57,0.29,0.72,0.36,0.75,0.77,0.28,0.46,0.53,0.64,0.43,0.88,0.95,0,0.19,0,0.49,0.61,0.5,0.74,0.05,0.06,0.04,0.06,0.96,0.05,0.03,0.04,0.25,0.37,0.24,0.31,0.08,0.73,0,0.01,0.76,0.28,0.1,0.25,0.79,0.38,0.37,0.15,0.16,0.17,0.22,0.22,0.22,0.22,0.27,0.42,0.42,0,0,0.04,0.61,0.25,0.38,0.4,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.13,0,?,?,?,?,0,?,0.19 +48,?,?,SanAntoniocity,6,1,0.55,0.14,0.58,0.07,1,0.5,0.57,0.38,0.32,1,1,0.2,0.58,0.27,0.34,0.39,0.46,0.49,0.19,0.2,0.23,0.23,0.17,0.25,0.2,0.25,1,0.6,0.59,0.54,0.28,0.59,0.43,0.18,0.47,0.35,0.38,0.61,0.46,0.7,0.69,0.69,0.5,0.47,0.55,0.48,0.42,0.38,0.59,0.28,0.59,0.21,0.28,0.35,0.42,0.14,0.16,0.18,0.2,0.17,0.46,0.54,0.48,0.57,0.65,0.49,0.46,0.48,0.6,0,1,0.56,0.43,0.53,0.47,0.63,0.48,0.4,0.07,0.07,0.09,0.2,0.23,0.26,0.22,0.43,0.43,0.36,0.41,0.1,0.27,0.71,0.54,0.75,0.74,0.34,0.14,0.67,0.16,0.33,0.12,0.26,0.14,1,0.3,0.15,1,0.04,0.78,0.11,0.79,0.48,0.97,0.23,0.28,0.73,0.3,0.65,0,0.2,0.11,0.28 +25,17,72215,Wakefieldtown,6,0.02,0.45,0.01,0.98,0.05,0.01,0.3,0.41,0.25,0.51,0.04,1,0.53,0.59,0.21,0.64,0.54,0.25,0.5,0.56,0.48,0.46,0.38,1,0.62,0.53,0.81,0.01,0.1,0.14,0.21,0.41,0.39,0.59,0.37,0.5,0.23,0.55,0.24,0.47,0.27,0.27,0.51,0.8,0.84,0.86,0.7,0.52,0.57,0,0.04,0.01,0.01,0.04,0.08,0.12,0,0.01,0.02,0.03,0.92,0.06,0.22,0.21,0.48,0.58,0.22,0.74,0.03,0.4,0.5,0.01,0.94,0.66,0.1,0.29,0.13,0.01,0.2,0.53,0.49,0.47,0.52,0.59,0.66,0.59,0.41,0.53,0.64,0,0,0.13,0.87,0.86,0.88,0.88,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.28,0.41,?,?,?,?,0,?,0.03 +34,13,40890,Livingstontownship,6,0.03,0.64,0.02,0.84,0.57,0.03,0.35,0.34,0.24,0.45,0.04,1,1,0.77,0.21,0.87,0.44,0.09,0.48,0.96,1,1,0.37,0.03,0.53,0.59,0.77,0,0.02,0.12,0.13,0.86,0.1,0.65,0.25,0.64,0.09,0.8,0.04,0.35,0.09,0.06,0.56,0.94,0.94,0.96,0.88,0.38,0.47,0,0.03,0.03,0.22,0.25,0.3,0.37,0.23,0.24,0.26,0.29,0.68,0.17,0.18,0.23,0.69,0.65,0.82,0.97,0.04,0.02,0.5,0,0.98,0.98,0,0.38,0.4,0,0.21,0.65,0.66,0.76,0.98,1,1,1,0.39,0.43,0.42,0,0,0.46,0.56,0.9,0.8,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.16,0.37,?,?,?,?,0,?,0.04 +44,5,45460,Middletowntown,6,0.02,0.59,0.09,0.88,0.13,0.05,0.41,0.58,0.4,0.34,0.03,0.91,0.39,0.65,0.47,0.58,0.38,0.19,0.7,0.36,0.35,0.34,0.35,0.19,0.32,0.25,0.35,0.01,0.12,0.19,0.24,0.44,0.27,0.67,0.23,0.62,0.21,0.56,0.29,0.46,0.33,0.31,0.51,0.83,0.86,0.81,0.74,0.39,0.47,0,0.12,0.01,0.43,0.39,0.37,0.34,0.15,0.12,0.11,0.09,0.84,0.06,0.17,0.17,0.49,0.44,0.55,0.33,0.08,0.48,0.5,0.03,0.71,0.38,0.06,0.59,0.5,0.04,0.28,0.41,0.4,0.39,0.6,0.6,0.67,0.6,0.6,0.55,0.33,0,0,0.15,0.34,0.36,0.34,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.12,0.06,?,?,?,?,0,?,0.32 +42,7,4792,BeaverFallscity,6,0,0.37,0.33,0.73,0.02,0.01,0.53,0.5,0.45,0.65,0.02,1,0.05,0.04,0.06,0.34,0.83,1,0.74,0.08,0.1,0.1,0.15,0.27,0.02,0,0.2,0.02,0.71,0.44,0.58,0.13,0.9,0.1,0.34,0.77,0.53,0.22,0.59,0.59,0.6,0.63,0.39,0.22,0.27,0,0.22,0.2,0.27,0.01,0.43,0,0.08,0.06,0.09,0.08,0.01,0.01,0.01,0.01,0.92,0.03,0.19,0.16,0.3,0.32,0.33,0.38,0.06,0.63,0,0.02,0.6,0.39,0.24,0.84,0,0.33,0.22,0.02,0.01,0.01,0.06,0.11,0.11,0.11,0.74,0.46,0.75,0.01,0,0.06,0.84,0.63,0.75,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.42,0.12,?,?,?,?,0,?,0.19 +6,?,?,Hesperiacity,6,0.06,0.65,0.05,0.78,0.09,0.35,0.45,0.45,0.26,0.37,0.08,1,0.32,0.42,0.17,0.3,0.52,0.57,0.59,0.28,0.22,0.21,0.27,0.24,0.25,0.27,0.29,0.06,0.32,0.3,0.5,0.09,0.61,0.3,0.26,0.18,0.5,0.22,0.52,0.27,0.52,0.54,0.66,0.69,0.66,0.66,0.63,0.08,0.08,0.02,0.2,0.02,0.29,0.37,0.4,0.39,0.14,0.15,0.15,0.13,0.78,0.14,0.49,0.51,0.71,0.66,0.76,0.67,0.37,0.37,0.5,0.04,0.83,0.7,0.17,0.29,0.88,0.25,0.2,0.24,0.24,0.23,0.44,0.42,0.48,0.44,0.85,0.75,0.36,0,0,0.19,0.56,0.3,0.4,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.14,0.09,0.01,?,?,?,?,0,?,0.16 +42,19,10464,Butlercity,6,0.01,0.24,0.03,0.97,0.02,0.01,0.37,0.46,0.31,0.64,0,0,0.1,0.24,0.06,0.42,0.67,0.66,0.62,0.15,0.17,0.16,0.22,0.17,0.7,0.05,0.15,0.03,0.62,0.38,0.47,0.16,0.47,0.3,0.39,0.39,0.54,0.25,0.64,0.48,0.7,0.71,0.41,0.4,0.48,0.44,0.51,0.33,0.32,0.01,0.22,0,0,0.1,0.08,0.07,0,0.01,0.01,0.01,0.95,0.02,0.19,0.14,0.26,0.37,0.23,0.37,0.06,0.58,0,0.03,0.72,0.33,0.22,0.7,0,0.33,0.13,0.05,0.04,0.04,0.13,0.15,0.16,0.14,0.61,0.16,0.37,0.01,0,0.05,0.96,0.63,0.86,0.89,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.49,0.04,?,?,?,?,0,?,0.09 +4,?,?,SierraVistacity,6,0.04,0.53,0.23,0.66,0.32,0.22,0.49,0.63,0.44,0.21,0,0,0.3,0.71,0.42,0.54,0.24,0.21,0.81,0.28,0.28,0.31,0.27,0.14,0.18,0.22,0.3,0.03,0.28,0.1,0.14,0.38,0.32,0.66,0.09,0.38,0.22,0.54,0.4,0.36,0.46,0.45,0.49,0.73,0.75,0.78,0.68,0.54,0.49,0.01,0.13,0.02,0.21,0.3,0.27,0.34,0.11,0.13,0.11,0.12,0.78,0.06,0.21,0.21,0.49,0.45,0.54,0.29,0.17,0.47,0.5,0.07,0.6,0.33,0.04,0.39,0.79,0.28,0.06,0.17,0.15,0.14,0.27,0.28,0.3,0.28,0.4,0.41,0.08,0,0,0.21,0.09,0.13,0.06,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.41,0.02,0.15,?,?,?,?,0,?,0.05 +48,?,?,Schertzcity,6,0,0.49,0.07,0.83,0.09,0.33,0.41,0.48,0.29,0.27,0.02,0.98,0.33,0.71,0.78,0.51,0.33,0.22,0.96,0.33,0.27,0.26,0.33,0.26,0.29,0.27,0.3,0.01,0.29,0.29,0.33,0.23,0.33,0.63,0.2,0.3,0.3,0.37,0.42,0.25,0.45,0.45,0.47,0.71,0.7,0.79,0.53,0.62,0.76,0,0.09,0,0.11,0.11,0.14,0.35,0.03,0.03,0.03,0.08,0.74,0.08,0.17,0.19,0.53,0.53,0.51,0.62,0.21,0.33,0.5,0.01,0.73,0.61,0,0.55,0.77,0.34,0.47,0.11,0.12,0.12,0.23,0.25,0.25,0.25,0.57,0.38,0.33,0,0,0.12,0.48,0.45,0.27,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.04,0.01,?,?,?,?,0,?,0.11 +22,?,?,Lafayettecity,6,0.14,0.41,0.53,0.56,0.08,0.03,0.53,0.59,0.45,0.29,0.15,1,0.19,0.57,0.37,0.37,0.34,0.38,0.29,0.25,0.27,0.35,0.14,0.08,0.25,0.32,0.39,0.18,0.58,0.42,0.42,0.44,0.58,0.41,0.11,0.57,0.25,0.53,0.52,0.57,0.53,0.54,0.51,0.49,0.51,0.54,0.44,0.46,0.4,0.11,0.51,0.02,0.59,0.7,0.73,0.73,0.11,0.11,0.11,0.1,0.63,0.09,0.28,0.23,0.4,0.51,0.33,0.46,0.21,0.57,0,0.21,0.58,0.42,0.42,0.57,0.67,0.37,0.39,0.09,0.12,0.14,0.15,0.16,0.18,0.17,0.37,0.25,0.42,0.03,0,0.07,0.83,0.51,0.67,0.79,0.02,0.15,0.96,0.19,0.04,0.17,0.35,0.15,0.58,0.84,0.25,0,0,0.18,0.07,0.43,0.42,0.12,0.19,0.12,0.11,0.02,0.85,0,1,0.08,0.36 +42,91,45096,LowerSalfordtownship,6,0,0.56,0.03,0.95,0.07,0.02,0.29,0.39,0.2,0.23,0.01,0.72,0.55,0.76,0.38,0.66,0.31,0.09,0.25,0.53,0.42,0.41,0.18,0,0.56,0.32,0.44,0,0.09,0.23,0.29,0.42,0.05,0.77,0.68,0.3,0.38,0.46,0.22,0.24,0.26,0.25,0.6,0.86,0.88,0.84,0.89,0.48,0.51,0,0.13,0,0.09,0.17,0.33,0.28,0.01,0.02,0.04,0.03,0.93,0.04,0.21,0.23,0.6,0.7,0.37,0.69,0.04,0.35,0.5,0,0.91,0.63,0,0.24,0.81,0.02,0.24,0.41,0.4,0.38,0.46,0.47,0.51,0.54,0.34,0.67,0.18,0,0,0.06,0.87,0.67,0.76,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.06,0.06,?,?,?,?,0,?,0.09 +5,?,?,Searcycity,6,0.01,0.57,0.09,0.91,0.03,0.02,0.83,0.76,0.79,0.52,0,0,0.15,0.37,0.63,0.42,0.62,0.35,0.48,0.2,0.21,0.19,0.58,0.08,0.24,0.03,0.09,0.02,0.46,0.45,0.49,0.34,0.33,0.26,0.34,0.78,0.47,0.46,0.31,0.54,0.34,0.34,0.31,0.63,0.66,0.76,0.5,0.46,0.57,0,0.1,0,1,1,1,1,0.11,0.09,0.07,0.06,0.95,0.03,0.07,0.08,0.33,0.36,0.32,0.52,0.07,0.48,0.5,0.02,0.77,0.51,0.16,0.28,0.69,0.47,0.2,0.09,0.09,0.08,0.1,0.12,0.13,0.15,0.62,0.39,0.5,0,0,0.03,0.55,0.31,0.38,0.29,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.09,0.03,?,?,?,?,0,?,0.03 +39,95,76025,Sylvaniatownship,6,0.05,0.5,0.03,0.95,0.12,0.02,0.41,0.36,0.22,0.35,0.06,0.95,0.59,0.65,0.19,0.72,0.39,0.12,0.45,0.6,0.6,0.58,0.46,0.06,0.67,0.44,0.76,0.01,0.08,0.11,0.17,0.58,0.21,0.61,0.4,0.62,0.24,0.68,0.3,0.27,0.3,0.31,0.53,0.85,0.88,0.84,0.82,0.52,0.54,0.01,0.08,0.01,0.07,0.17,0.19,0.22,0.02,0.04,0.04,0.04,0.9,0.02,0.18,0.19,0.54,0.59,0.23,0.84,0.03,0.32,0.5,0.04,0.81,0.78,0.19,0.3,0.65,0.1,0.24,0.2,0.24,0.29,0.32,0.32,0.42,0.35,0.37,0.32,0.36,0,0,0.11,0.7,0.52,0.73,0.65,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.12,0.07,?,?,?,?,0,?,0.05 +39,?,?,Worthingtoncity,6,0.01,0.45,0.04,0.92,0.16,0.01,0.4,0.3,0.18,0.44,0.02,1,0.63,0.65,0.3,0.86,0.41,0.06,0.61,0.66,0.6,0.59,0.34,0.27,0.52,0.3,0.28,0,0.05,0.04,0.07,0.9,0.1,0.61,0.2,0.98,0.03,0.95,0.24,0.24,0.42,0.36,0.41,0.78,0.82,0.91,0.63,0.6,0.63,0,0.06,0,0.28,0.28,0.38,0.35,0.09,0.08,0.1,0.08,0.92,0.03,0.09,0.11,0.46,0.47,0.28,0.85,0.02,0.16,0.5,0.01,0.91,0.81,0.05,0.37,0.5,0.01,0.12,0.26,0.27,0.27,0.31,0.33,0.39,0.34,0.39,0.29,0.18,0.01,0,0.14,0.59,0.68,0.78,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.22,0.11,?,?,?,?,0,?,0.05 +18,?,?,Highlandtown,6,0.02,0.47,0,0.97,0.05,0.07,0.4,0.44,0.27,0.44,0.04,1,0.46,0.63,0.21,0.69,0.53,0.12,0.67,0.44,0.37,0.36,0.28,0,0.39,0.34,0.36,0.01,0.08,0.17,0.25,0.29,0.18,0.54,0.54,0.47,0.36,0.43,0.26,0.32,0.29,0.29,0.5,0.83,0.82,0.84,0.71,0.47,0.59,0,0.03,0.01,0.04,0.08,0.11,0.13,0.01,0.02,0.03,0.03,0.85,0.05,0.2,0.21,0.52,0.59,0.21,0.84,0.07,0.33,0.5,0.01,0.96,0.77,0.05,0.36,0.48,0.03,0.05,0.16,0.14,0.13,0.37,0.35,0.39,0.39,0.23,0.04,0.29,0,0,0.13,0.68,0.86,0.88,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.29,0.22,?,?,?,?,0,?,0.13 +9,1,83500,Westporttown,6,0.02,0.43,0.02,0.96,0.1,0.04,0.29,0.29,0.19,0.44,0.04,1,1,0.67,0.35,0.93,0.4,0.07,0.43,1,1,1,1,0.42,0.54,0.48,0.83,0.01,0.07,0.06,0.09,1,0.14,0.61,0.28,0.58,0.03,0.98,0.32,0.34,0.4,0.38,0.37,0.85,0.86,0.94,0.68,0.27,0.28,0,0.02,0.02,0.47,0.48,0.51,0.52,0.4,0.36,0.35,0.32,0.83,0.05,0.12,0.13,0.46,0.46,0.35,0.84,0.02,0.17,1,0.03,0.78,0.82,0.05,0.57,0.35,0.02,0.16,1,1,1,0.79,1,1,1,0.4,0.5,0.54,0.01,0,0.36,0.19,0.68,0.61,0.34,0,0.25,0.99,0.28,0.01,0.2,0.26,0.25,0.09,0.32,0,0.02,0,0.02,0.01,0.29,0.62,0.06,0.1,0.98,0.01,0,0.6,1,0.32,0.21,0.05 +48,?,?,Lewisvillecity,6,0.06,0.43,0.09,0.83,0.12,0.16,0.4,0.68,0.4,0.1,0.07,0.98,0.4,0.91,0.26,0.38,0.13,0.07,0.09,0.4,0.35,0.34,0.35,0.26,0.34,0.31,0.34,0.02,0.15,0.18,0.25,0.41,0.19,0.88,0.47,0.23,0.31,0.45,0.57,0.38,0.59,0.6,0.49,0.74,0.76,0.85,0.73,0.74,0.72,0.01,0.14,0.01,0.31,0.32,0.52,0.65,0.1,0.09,0.14,0.16,0.83,0.15,0.2,0.19,0.46,0.59,0.36,0.45,0.22,0.5,0.5,0.11,0.57,0.4,0.01,0.29,0.9,0.26,0.03,0.18,0.17,0.15,0.38,0.35,0.38,0.36,0.34,0.57,0.43,0,0,0.14,0.48,0.21,0.2,0.47,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.11,0.01,?,?,?,?,0,?,0.12 +40,?,?,Chickashacity,6,0.01,0.35,0.19,0.76,0.03,0.04,0.41,0.44,0.28,0.61,0,0,0.11,0.26,0.51,0.37,0.62,0.48,0.51,0.13,0.18,0.19,0.16,0.15,0.73,0.13,0.13,0.03,0.61,0.47,0.59,0.28,0.64,0.27,0.36,0.61,0.5,0.37,0.62,0.25,0.59,0.63,0.39,0.5,0.51,0.58,0.47,0.51,0.53,0.01,0.22,0,0.35,0.3,0.32,0.4,0.03,0.02,0.02,0.03,0.96,0.02,0.17,0.15,0.34,0.3,0.43,0.57,0.11,0.56,0,0.05,0.37,0.6,0.53,0.87,0.38,0.82,0.05,0.03,0.03,0.05,0.09,0.13,0.12,0.14,0.52,0.43,0.35,0.01,0,0.03,0.74,0.52,0.71,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.09,0,?,?,?,?,0,?,0.47 +34,1,20290,EggHarbortownship,6,0.02,0.47,0.18,0.8,0.15,0.05,0.43,0.47,0.29,0.29,0.02,0.6,0.43,0.73,0.22,0.38,0.34,0.11,0.32,0.42,0.37,0.37,0.33,0.22,0.31,0.46,0.48,0.01,0.11,0.21,0.39,0.22,0.25,0.71,0.07,0.24,0.28,0.34,0.53,0.42,0.58,0.58,0.55,0.68,0.68,0.78,0.67,0.64,0.66,0.01,0.18,0.01,0.18,0.24,0.26,0.34,0.05,0.06,0.05,0.06,0.87,0.07,0.25,0.24,0.51,0.51,0.43,0.85,0.1,0.5,0.5,0.05,0.61,0.84,0.3,0.61,0.73,0.09,0.09,0.24,0.24,0.25,0.48,0.49,0.56,0.5,0.49,0.56,0.79,0,0,0.11,0.64,0.66,0.79,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.19,0.03,0.1,?,?,?,?,0,?,0.17 +18,?,?,Griffithtown,6,0.01,0.44,0.05,0.92,0.06,0.1,0.4,0.51,0.32,0.33,0.03,1,0.41,0.72,0.16,0.54,0.4,0.12,0.54,0.39,0.33,0.3,0.56,0.14,0.44,0.5,0.48,0.01,0.1,0.19,0.29,0.2,0.22,0.61,0.63,0.24,0.5,0.28,0.45,0.36,0.36,0.41,0.52,0.77,0.77,0.82,0.7,0.43,0.45,0,0.11,0,0.2,0.17,0.23,0.29,0.05,0.04,0.04,0.05,0.89,0.05,0.22,0.21,0.49,0.66,0.2,0.68,0.09,0.43,0.5,0.01,0.93,0.57,0.04,0.32,0.52,0.08,0,0.13,0.11,0.09,0.42,0.41,0.4,0.35,0.02,0.16,0.26,0,0,0.1,0.69,0.65,0.83,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.17,0.24,?,?,?,?,0,?,0.17 +1,?,?,Bessemercity,6,0.04,0.44,1,0.1,0,0,0.43,0.45,0.3,0.58,0.05,0.99,0.08,0.27,0.21,0.14,0.75,0.63,0.57,0.11,0.11,0.21,0.16,0.08,0.17,0,0.22,0.09,0.79,0.58,0.75,0.09,0.72,0.17,0.36,0.38,0.62,0.18,0.7,0.47,0.67,0.71,0.56,0.19,0.14,0.24,0.13,0.56,0.44,0.08,0.87,0,0.14,0.1,0.08,0.22,0,0,0,0,0.95,0.01,0.4,0.36,0.47,0.46,0.5,0.49,0.23,0.55,0.5,0.06,0.65,0.5,0.43,0.56,0.4,0.43,0.57,0.05,0.04,0.05,0.02,0.05,0.09,0.1,0.59,0.49,0.6,0,0.05,0,0.96,0.74,0.95,0.89,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.07,0.13,?,?,?,?,0,?,1 +6,?,?,Fremontcity,6,0.26,0.56,0.07,0.55,1,0.25,0.35,0.5,0.28,0.18,0.27,1,0.65,0.83,0.29,0.55,0.19,0.26,0.33,0.61,0.51,0.53,0.42,0.34,0.44,0.41,0.52,0.07,0.1,0.15,0.21,0.48,0.22,0.74,0.63,0.25,0.3,0.55,0.46,0.42,0.48,0.48,0.57,0.75,0.74,0.83,0.71,0.54,0.57,0.05,0.15,0.23,0.34,0.42,0.53,0.58,0.48,0.52,0.6,0.59,0.54,0.24,0.32,0.32,0.6,0.64,0.52,0.59,0.32,0.41,0.5,0.12,0.88,0.57,0.05,0.1,0.71,0.04,0.11,0.71,0.71,0.74,0.77,0.74,0.88,0.75,0.53,0.74,0.18,0.04,0.03,0.6,0.48,0.42,0.49,0.64,0.03,0.1,0.96,0.12,0.03,0.07,0.22,0.1,0.74,0.67,0.08,0.29,0.59,0.3,0.03,0.93,0.36,0.22,0.19,0.26,0.09,0.07,0.72,0.5,0.37,0.16,0.2 +25,17,43895,Naticktown,6,0.03,0.38,0.04,0.93,0.14,0.03,0.25,0.44,0.24,0.41,0.05,0.98,0.62,0.73,0.36,0.73,0.42,0.18,0.45,0.62,0.59,0.57,0.43,0.11,0.56,0.33,0.46,0.01,0.07,0.09,0.14,0.69,0.27,0.71,0.3,0.64,0.14,0.71,0.26,0.49,0.32,0.3,0.43,0.81,0.81,0.93,0.83,0.59,0.66,0,0.07,0.01,0.36,0.36,0.36,0.37,0.17,0.15,0.13,0.13,0.88,0.06,0.17,0.15,0.4,0.52,0.2,0.68,0.04,0.42,0.5,0.03,0.81,0.6,0.04,0.25,0.31,0.02,0.14,0.52,0.48,0.48,0.61,0.72,0.83,0.75,0.34,0.49,0.44,0,0,0.2,0.71,0.71,0.69,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.17,0.4,?,?,?,?,0,?,0.08 +40,?,?,Normancity,6,0.11,0.36,0.07,0.81,0.2,0.04,0.69,0.77,0.69,0.24,0.12,0.93,0.22,0.7,0.57,0.47,0.25,0.14,0.32,0.32,0.29,0.3,0.24,0.19,0.19,0.25,0.32,0.1,0.39,0.14,0.2,0.62,0.37,0.54,0.17,0.78,0.24,0.59,0.45,0.66,0.54,0.51,0.39,0.64,0.67,0.68,0.6,0.53,0.62,0.01,0.11,0.02,0.78,0.81,0.8,0.77,0.24,0.22,0.19,0.17,0.9,0.05,0.13,0.1,0.31,0.43,0.24,0.44,0.11,0.56,0,0.2,0.56,0.39,0.29,0.52,0.71,0.29,0.11,0.11,0.12,0.13,0.21,0.21,0.23,0.21,0.64,0.33,0.28,0.02,0,0.12,0.58,0.29,0.35,0.59,0.01,0.12,0.98,0.12,0.02,0.09,0.23,0.12,0.78,0.95,0.04,0.02,0,0.04,0.04,0.71,0.45,0.52,0.04,0.07,0.03,0.01,0.42,0,0.93,0.06,0.09 +28,?,?,Ridgelandcity,6,0,0.14,0.23,0.81,0.04,0.02,0.23,0.77,0.37,0.15,0.02,1,0.33,0.82,0.48,0.41,0.15,0.08,0.09,0.38,0.4,0.41,0.31,0,0.35,0.13,0.3,0,0.12,0.09,0.12,0.76,0.15,0.93,0.15,0.59,0.13,0.67,0.56,0.5,0.59,0.6,0.31,0.65,0.67,0.79,0.39,0.81,0.84,0,0.18,0,0.37,0.44,0.43,0.44,0.03,0.03,0.03,0.03,0.96,0,0.05,0.04,0.16,0.49,0.07,0.29,0.06,0.72,0,0.03,0.66,0.18,0.03,0.14,0.9,0.07,0.21,0.16,0.14,0.12,0.38,0.35,0.38,0.37,0.22,0.35,0.75,0,0,0.03,0.71,0.17,0,0.53,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0.03,?,?,?,?,0,?,0.1 +34,21,60915,Princetontownship,6,0.01,0.39,0.13,0.76,0.45,0.07,0.25,0.35,0.18,0.49,0,0,0.83,0.68,0.34,0.92,0.42,0.11,0.46,0.91,1,1,0.4,0,0.53,0.34,0.91,0.01,0.14,0.11,0.06,1,0.18,0.52,0.16,1,0.01,1,0.19,0.37,0.34,0.28,0.32,0.79,0.84,0.88,0.77,0.48,0.39,0,0.12,0.02,0.72,0.74,0.69,0.64,1,0.93,0.8,0.67,0.65,0.16,0.12,0.13,0.41,0.42,0.41,0.6,0.08,0.29,0.5,0.02,0.74,0.6,0,0.38,0.4,0.03,0.2,0.81,0.96,1,0.43,0.52,0.69,0.45,0.41,0.42,0.47,0,0,0.61,0.2,0.54,0.38,0.17,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.07,0.43,?,?,?,?,0,?,0.03 +13,?,?,Douglascity,6,0,0.48,0.87,0.31,0.04,0.01,0.55,0.5,0.37,0.46,0,0,0.12,0.33,0.68,0.2,0.57,0.92,0.35,0.13,0.22,0.34,0.17,0,0.79,0.22,0.32,0.02,0.7,0.53,0.67,0.24,0.58,0.32,0.61,0.4,0.69,0.3,0.57,0.48,0.74,0.71,0.52,0.18,0.16,0.18,0.17,0.47,0.49,0.02,0.68,0,0,0.18,0.38,0.39,0,0.01,0.03,0.03,0.98,0.01,0.31,0.29,0.47,0.44,0.52,0.51,0.3,0.42,0.5,0.02,0.6,0.54,0.04,0.52,0.67,1,0.41,0.07,0.06,0.09,0,0.08,0.09,0.1,0.48,0.32,0.71,0,0,0.03,0.87,0.55,0.69,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.07,0,?,?,?,?,0,?,0.71 +6,?,?,MountainViewcity,6,0.09,0.23,0.1,0.59,0.91,0.3,0.19,0.54,0.26,0.29,0.11,1,0.51,0.77,0.15,0.63,0.24,0.18,0.3,0.52,0.59,0.65,0.45,0.29,0.43,0.35,0.43,0.04,0.15,0.22,0.21,0.66,0.14,0.81,0.77,0.38,0.2,0.7,0.69,0.67,0.74,0.74,0.35,0.59,0.62,0.75,0.53,0.6,0.61,0.02,0.21,0.1,0.66,0.67,0.71,0.74,1,0.94,0.92,0.87,0.53,0.46,0.29,0.19,0.25,0.24,0.32,0.18,0.39,0.8,0,0.08,0.83,0.22,0.06,0.09,0.56,0.06,0.11,0.91,0.96,0.98,0.75,0.72,0.87,0.7,0.47,0.7,0.22,0.07,0.01,0.69,0.32,0.26,0.31,0.37,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.47,0.23,?,?,?,?,0,?,0.17 +34,3,72420,Tenaflyborough,6,0.01,0.53,0.02,0.77,0.86,0.06,0.38,0.31,0.2,0.52,0.02,1,0.94,0.61,0.4,0.82,0.55,0.13,0.37,0.97,1,1,0.43,0.28,0.69,0.3,0.63,0,0.07,0.11,0.12,0.91,0.11,0.46,0.28,0.77,0.06,1,0.12,0.35,0.21,0.18,0.52,0.91,0.93,1,0.69,0.17,0.19,0,0.03,0.02,0.54,0.5,0.58,0.59,0.93,0.75,0.78,0.74,0.49,0.3,0.17,0.19,0.56,0.57,0.46,0.8,0.09,0.22,0.5,0.01,0.88,0.79,0,0.56,0.17,0.02,0.34,0.83,0.98,1,0.86,0.94,1,0.95,0.59,0.49,0.56,0,0,0.72,0.23,0.81,0.73,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.24,0.68,?,?,?,?,0,?,0.02 +6,?,?,Burbankcity,6,0.13,0.3,0.03,0.74,0.42,0.42,0.3,0.48,0.29,0.48,0.15,1,0.4,0.57,0.19,0.46,0.41,0.32,0.4,0.42,0.47,0.49,0.45,0.2,0.34,0.36,0.42,0.07,0.21,0.29,0.34,0.36,0.3,0.58,0.42,0.3,0.29,0.51,0.62,0.55,0.68,0.68,0.42,0.55,0.59,0.7,0.54,0.45,0.44,0.05,0.29,0.16,0.39,0.43,0.47,0.56,0.71,0.68,0.67,0.74,0.44,0.49,0.28,0.21,0.32,0.38,0.32,0.33,0.45,0.83,0,0.1,0.83,0.32,0.09,0.24,0.29,0.09,0.33,0.69,0.71,0.74,0.62,0.59,0.71,0.6,0.61,0.63,0.19,0.03,0,0.77,0.36,0.48,0.75,0.64,0.02,0.13,0.97,0.16,0.01,0.07,0.15,0.13,0.83,0.83,0.03,0.16,0.38,0.17,0.03,0.64,1,0.05,0.45,0.18,0.05,0.06,0.78,0.5,0.56,0.27,0.2 +36,63,43082,Lockportcity,6,0.02,0.35,0.11,0.9,0.03,0.03,0.35,0.47,0.28,0.51,0,0,0.22,0.4,0.05,0.46,0.57,0.39,0.66,0.28,0.25,0.24,0.22,0.23,0.77,0.16,0.23,0.03,0.38,0.3,0.45,0.21,0.48,0.39,0.61,0.44,0.67,0.28,0.6,0.43,0.5,0.56,0.48,0.53,0.6,0.56,0.61,0.49,0.5,0.02,0.38,0,0,0.05,0.11,0.12,0,0.01,0.01,0.01,0.93,0.05,0.2,0.17,0.36,0.51,0.22,0.53,0.07,0.54,0.5,0.03,0.82,0.46,0.32,0.61,0,0.46,0.06,0.09,0.09,0.09,0.2,0.21,0.22,0.21,0.58,0.28,0.88,0,0,0.06,0.91,0.6,0.86,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.24,0.04,?,?,?,?,0,?,0.38 +34,25,19840,Eatontownborough,6,0.01,0.38,0.24,0.68,0.4,0.08,0.36,0.55,0.35,0.33,0.02,1,0.42,0.68,0.05,0.58,0.37,0.08,0.5,0.43,0.43,0.44,0.34,0.39,0.4,0.31,0.38,0.01,0.12,0.2,0.24,0.42,0.22,0.7,0.25,0.37,0.23,0.55,0.4,0.49,0.5,0.47,0.44,0.75,0.8,0.9,0.6,0.37,0.48,0.01,0.27,0.01,0.31,0.42,0.56,0.55,0.23,0.27,0.33,0.29,0.74,0.14,0.16,0.14,0.34,0.46,0.29,0.35,0.12,0.75,0,0.03,0.56,0.31,0.06,0.31,0.56,0.03,0.15,0.43,0.42,0.42,0.57,0.53,0.55,0.52,0.42,0.63,0.64,0.03,0,0.31,0.44,0.38,0.46,0.25,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.19,0.13,?,?,?,?,0,?,0.09 +6,?,?,SierraMadrecity,6,0,0.27,0.02,0.88,0.31,0.18,0.18,0.3,0.15,0.49,0.02,1,0.57,0.58,0.57,0.68,0.43,0.15,0.42,0.63,0.68,0.66,0.54,0.28,0.73,0.42,0.52,0,0.13,0.09,0.11,0.65,0.09,0.62,0.21,0.8,0.11,0.82,0.58,0.43,0.63,0.63,0.33,0.63,0.7,0.81,0.48,0.34,0.39,0,0.07,0.01,0.25,0.34,0.34,0.32,0.16,0.19,0.17,0.15,0.81,0.08,0.13,0.11,0.29,0.38,0.17,0.59,0.11,0.57,0,0.01,0.82,0.53,0.13,0.5,0.29,0.06,0.29,0.89,0.99,1,0.61,0.63,0.75,0.62,0.39,0.62,0.18,0,0,0.26,0.54,0.62,0.86,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.3,0.09,?,?,?,?,0,?,0.06 +44,1,9280,Bristoltown,6,0.02,0.57,0.01,0.99,0.03,0.03,0.55,0.56,0.47,0.54,0.03,1,0.37,0.56,0.24,0.5,0.59,0.27,0.68,0.38,0.31,0.29,0.81,0.78,0.41,0.11,0.34,0.01,0.14,0.65,0.61,0.31,0.46,0.48,0.64,0.44,0.55,0.37,0.28,0.52,0.25,0.27,0.49,0.81,0.81,0.82,0.8,0.81,0.76,0.01,0.19,0.02,0.19,0.17,0.19,0.21,0.21,0.17,0.17,0.17,0.55,0.41,0.22,0.22,0.49,0.56,0.37,0.63,0.09,0.44,0.5,0.03,0.76,0.58,0.26,0.56,0.29,0.09,0.2,0.38,0.38,0.37,0.3,0.35,0.41,0.38,0.59,0.63,0.65,0,0,0.49,0.49,0.62,0.64,0.57,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.18,0.14,?,?,?,?,0,?,0.05 +55,79,58800,OakCreekcity,6,0.02,0.49,0.01,0.96,0.05,0.06,0.4,0.49,0.29,0.24,0.03,1,0.47,0.75,0.26,0.65,0.38,0.17,0.44,0.45,0.35,0.34,0.42,0.13,0.36,0.25,0.31,0,0.04,0.21,0.31,0.24,0.19,0.74,0.73,0.24,0.53,0.31,0.35,0.37,0.29,0.32,0.56,0.84,0.85,0.87,0.83,0.64,0.69,0,0.09,0,0.15,0.11,0.18,0.16,0.03,0.02,0.03,0.02,0.91,0.04,0.22,0.22,0.54,0.68,0.28,0.67,0.08,0.42,0.5,0.01,0.93,0.59,0,0.29,0.69,0.06,0.15,0.19,0.16,0.14,0.43,0.41,0.46,0.4,0.28,0.34,0.4,0,0,0.08,0.86,0.67,0.83,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.06,0.07,?,?,?,?,0,?,0.05 +12,?,?,Miamicity,6,0.56,0.49,0.53,0.48,0.04,1,0.33,0.42,0.27,0.54,0.57,1,0.09,0.4,0.17,0.15,0.47,0.89,0.22,0.09,0.16,0.21,0.16,0.11,0.27,0.21,0.31,1,0.83,1,0.94,0.19,0.75,0.31,0.31,0.27,0.57,0.22,0.86,0.58,0.82,0.87,0.61,0.19,0.12,0.16,0.23,0.43,0.38,0.78,1,1,0.4,0.45,0.47,0.59,1,1,1,1,0,1,0.63,0.52,0.51,0.57,0.52,0.13,1,0.95,0,0.76,0.59,0.15,0.75,0.38,0.48,0.59,0.83,0.16,0.16,0.16,0.24,0.27,0.31,0.26,0.86,0.65,0.43,0.52,0.61,1,0.17,0.44,0.68,0.46,0.54,0.68,0.61,0.56,1,1,0.54,0.68,0.99,0.35,0.38,0.67,0.01,0.71,0.49,0.86,0.43,0.1,0.84,0.73,1,0.64,0.15,0.5,0.56,0.73,1 +21,?,?,Ashlandcity,6,0.02,0.27,0.05,0.96,0.02,0,0.32,0.33,0.21,0.68,0.04,1,0.17,0.2,0.21,0.39,0.74,0.5,0.66,0.23,0.26,0.25,0.25,0.15,0.2,0,0.07,0.04,0.48,0.41,0.52,0.21,0.46,0.16,0.5,0.43,0.46,0.4,0.53,0.22,0.6,0.6,0.31,0.53,0.55,0.63,0.69,0.25,0.16,0.01,0.12,0,0.42,0.57,0.6,0.56,0.02,0.02,0.02,0.02,0.98,0.02,0.07,0.07,0.29,0.3,0.3,0.59,0.05,0.53,0.5,0.05,0.67,0.58,0.25,0.6,0.29,0.47,0.26,0.05,0.05,0.06,0.05,0.12,0.12,0.12,0.37,0.07,0.25,0.01,0,0.01,0.75,0.68,0.78,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.18,0.02,?,?,?,?,0,?,0.21 +48,?,?,Dentoncity,6,0.09,0.4,0.19,0.73,0.17,0.16,0.8,0.94,0.91,0.22,0.1,1,0.19,0.7,0.39,0.45,0.26,0.15,0.28,0.32,0.23,0.26,0.17,0.21,0.18,0.2,0.24,0.11,0.55,0.3,0.3,0.59,0.37,0.53,0.26,0.69,0.27,0.49,0.4,0.8,0.39,0.41,0.44,0.63,0.61,0.69,0.62,0.55,0.57,0.02,0.24,0.03,0.59,0.66,0.8,0.82,0.29,0.29,0.32,0.3,0.81,0.13,0.23,0.16,0.29,0.46,0.25,0.28,0.2,0.66,0,0.16,0.56,0.23,0.17,0.5,0.75,0.41,0.27,0.15,0.15,0.16,0.3,0.29,0.32,0.29,0.92,0.55,0.39,0,0,0.21,0.58,0.2,0.23,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.15,0.1,0.01,?,?,?,?,0,?,0.29 +34,27,40290,LincolnParkborough,6,0,0.54,0.02,0.92,0.22,0.06,0.24,0.43,0.2,0.37,0.02,1,0.69,0.88,0.23,0.63,0.3,0.1,0.34,0.66,0.55,0.53,0.64,1,0.47,0.36,0.78,0,0.03,0.31,0.28,0.48,0.19,0.66,0.39,0.27,0.21,0.57,0.36,0.4,0.38,0.39,0.49,0.77,0.8,0.92,0.76,0.12,0.26,0,0.14,0.01,0.24,0.34,0.43,0.41,0.2,0.25,0.29,0.26,0.71,0.12,0.21,0.21,0.5,0.56,0.28,0.77,0.06,0.5,0.5,0.01,0.87,0.71,0.15,0.47,0.56,0.02,0,0.49,0.46,0.44,0.83,0.74,0.88,0.79,0.51,0.68,0.39,0,0,0.36,0.6,0.56,0.4,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.14,0.3,?,?,?,?,0,?,0.04 +6,?,?,SanBrunocity,6,0.05,0.44,0.08,0.57,1,0.34,0.31,0.5,0.29,0.33,0.06,1,0.5,0.69,0.22,0.58,0.31,0.21,0.45,0.5,0.45,0.48,0.34,0.25,0.37,0.38,0.48,0.02,0.11,0.19,0.26,0.33,0.22,0.63,0.18,0.27,0.3,0.4,0.52,0.55,0.53,0.54,0.53,0.68,0.68,0.82,0.66,0.75,0.66,0.01,0.17,0.06,0.31,0.34,0.42,0.47,0.52,0.5,0.57,0.57,0.47,0.31,0.32,0.27,0.45,0.46,0.44,0.55,0.4,0.62,0,0.03,0.88,0.55,0.14,0.22,0.44,0.05,0.23,0.84,0.81,0.78,0.75,0.71,0.85,0.71,0.56,0.74,0.19,0,0,0.72,0.52,0.57,0.62,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.51,0.35,?,?,?,?,0,?,0.12 +33,13,14200,Concordcity,6,0.04,0.37,0.01,0.98,0.04,0.02,0.33,0.49,0.3,0.42,0,0,0.35,0.58,0.15,0.61,0.47,0.17,0.49,0.38,0.37,0.36,0.31,0.22,0.31,0.35,0.4,0.02,0.17,0.18,0.25,0.45,0.38,0.52,0.3,0.63,0.27,0.54,0.68,0.45,0.6,0.66,0.38,0.61,0.65,0.71,0.51,0.67,0.77,0.01,0.14,0.01,0.17,0.2,0.18,0.2,0.03,0.04,0.03,0.03,0.92,0.03,0.11,0.1,0.32,0.45,0.23,0.47,0.05,0.64,0,0.08,0.61,0.41,0.03,0.36,0.5,0.26,0.33,0.26,0.26,0.25,0.43,0.44,0.49,0.45,0.51,0.66,0.64,0.03,0,0.08,0.54,0.41,0.5,0.53,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.19,0.05,0.05,?,?,?,?,0,?,0.06 +42,71,15384,Columbiaborough,6,0,0.38,0.08,0.92,0.02,0.04,0.36,0.48,0.3,0.56,0.02,1,0.2,0.46,0,0.42,0.67,0.42,0.53,0.23,0.22,0.22,0.27,0.11,0.18,0.22,0.19,0.01,0.28,0.42,0.68,0.1,0.31,0.5,1,0.19,1,0.12,0.62,0.42,0.54,0.6,0.44,0.5,0.5,0.37,0.59,0.87,0.78,0.01,0.38,0,1,0.9,0.73,0.7,0.05,0.03,0.02,0.02,0.95,0.04,0.2,0.17,0.38,0.47,0.27,0.6,0.07,0.46,0.5,0.01,0.81,0.55,0.92,0.72,0,0.3,1,0.1,0.09,0.08,0.16,0.2,0.22,0.2,0.55,0.43,0.47,0.05,0,0.01,0.98,0.61,0.88,0.91,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.37,0.1,?,?,?,?,0,?,0.21 +9,9,47535,Milfordtown,6,0.06,0.44,0.03,0.96,0.06,0.04,0.32,0.42,0.26,0.46,0.08,1,0.54,0.66,0.15,0.65,0.51,0.13,0.62,0.53,0.48,0.46,0.45,0.29,0.38,0.37,0.5,0.02,0.08,0.21,0.3,0.37,0.33,0.6,0.55,0.36,0.32,0.46,0.37,0.44,0.41,0.4,0.49,0.77,0.76,0.78,0.7,0.5,0.6,0.01,0.13,0.02,0.2,0.22,0.23,0.23,0.07,0.07,0.07,0.06,0.88,0.04,0.19,0.18,0.47,0.51,0.32,0.77,0.04,0.39,0.5,0.07,0.75,0.73,0.18,0.55,0.33,0.04,0.13,0.48,0.44,0.42,0.62,0.65,0.78,0.69,0.48,0.58,0.57,0.03,0,0.15,0.68,0.8,0.75,0.78,0.01,0.2,0.98,0.24,0.01,0.13,0.2,0.2,0.88,0.9,0,0.02,0,0.02,0.02,0.36,0.34,0.06,0.18,0.16,0.02,0.02,0.74,0,0.58,0.25,0.06 +6,?,?,CathedralCitycity,6,0.03,0.49,0.04,0.61,0.22,0.69,0.33,0.49,0.29,0.46,0.05,1,0.32,0.4,0.34,0.34,0.53,0.4,0.45,0.31,0.28,0.33,0.23,0.28,0.27,0.22,0.25,0.04,0.35,0.49,0.53,0.19,0.38,0.5,0.08,0.2,0.28,0.25,0.59,0.47,0.64,0.64,0.62,0.61,0.57,0.58,0.53,0.47,0.37,0.03,0.4,0.05,0.33,0.48,0.52,0.6,0.58,0.73,0.73,0.77,0.36,0.67,0.68,0.55,0.54,0.42,0.72,0.46,0.62,0.66,0,0.23,0,0.54,0.05,0.15,0.88,0.19,0.23,0.25,0.26,0.26,0.45,0.54,0.58,0.56,0.74,0.86,0.28,0,0,0.74,0.33,0.25,0.41,0.54,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.13,0.16,?,?,?,?,0,?,0.51 +25,23,8085,Bridgewatertown,6,0.02,0.92,0.09,0.9,0.05,0.06,0.64,0.7,0.6,0.23,0.02,0.5,0.5,0.71,0.28,0.5,0.38,0.23,0.47,0.53,0.31,0.31,0.2,0.09,0.23,0.14,0.12,0.01,0.11,0.16,0.28,0.34,0.38,0.46,0.3,0.53,0.31,0.44,0.57,0.73,0.27,0.42,0.63,0.79,0.82,0.81,0.85,0.49,0.59,0,0.13,0.01,0.16,0.15,0.2,0.25,0.05,0.04,0.05,0.05,0.88,0.07,0.28,0.28,0.61,0.73,0.33,0.7,0.07,0.41,0.5,0.01,0.84,0.63,0.03,0.33,0.65,0.09,0.12,0.43,0.41,0.38,0.58,0.64,0.7,0.62,0.6,0.56,0.58,0,0,0.12,0.85,0.54,0.53,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.06,0.08,?,?,?,?,0,?,0.07 +47,?,?,Franklincity,6,0.02,0.4,0.35,0.71,0.03,0.01,0.33,0.47,0.25,0.31,0,0,0.34,0.71,0.43,0.42,0.3,0.22,0.2,0.36,0.38,0.43,0.21,0.24,0.18,0.53,0.59,0.01,0.18,0.37,0.39,0.46,0.17,0.7,0.4,0.4,0.35,0.54,0.56,0.29,0.56,0.59,0.43,0.6,0.61,0.73,0.48,0.6,0.65,0.01,0.38,0,0.68,0.55,0.51,0.5,0.08,0.05,0.05,0.04,0.96,0.04,0.15,0.15,0.41,0.49,0.35,0.47,0.1,0.57,0,0.05,0.56,0.44,0.03,0.15,0.83,0.2,0.13,0.18,0.21,0.24,0.35,0.35,0.38,0.35,0.28,0.53,0.37,0,0,0.04,0.6,0.31,0.35,0.33,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.07,0.01,?,?,?,?,0,?,0.21 +22,?,?,Slidellcity,6,0.02,0.57,0.21,0.82,0.04,0.04,0.48,0.42,0.27,0.32,0.04,1,0.38,0.64,0.18,0.5,0.42,0.2,0.49,0.36,0.28,0.3,0.16,0.15,0.26,0.49,0.42,0.02,0.26,0.23,0.32,0.37,0.32,0.47,0.26,0.44,0.21,0.55,0.36,0.31,0.45,0.42,0.56,0.71,0.71,0.78,0.62,0.42,0.47,0.01,0.16,0,0.23,0.26,0.38,0.4,0.04,0.04,0.05,0.05,0.93,0.01,0.23,0.25,0.6,0.58,0.59,0.71,0.1,0.19,0.5,0.04,0.66,0.72,0.63,0.65,0.67,0.17,0.07,0.13,0.12,0.12,0.26,0.28,0.31,0.33,0.45,0.32,0.26,0,0,0.06,0.56,0.65,0.63,0.65,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.22,0.04,?,?,?,?,0,?,0.39 +6,?,?,Cudahycity,6,0.02,1,0.02,0,0.11,1,0.63,0.76,0.53,0.09,0.04,1,0.18,0.64,0.21,0.02,0.19,0.95,0.11,0.12,0.02,0.06,0.17,0.11,0.2,0.17,0.2,0.06,0.73,1,1,0.02,0.69,0.4,0.88,0.01,1,0,0.36,0.71,0.56,0.48,1,0.47,0.42,0.47,0.5,0.03,0,0.05,0.96,0.08,0.42,0.57,0.62,0.7,1,1,1,1,0,1,1,1,1,0.96,1,0,1,0.99,0,0.01,0.91,0,0.2,0.14,0.52,0.46,0.8,0.36,0.38,0.4,0.54,0.53,0.57,0.5,0.78,0.68,0.39,0,0,1,0.3,0.35,0.74,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,1,0.5,?,?,?,?,0,?,0.66 +23,31,64675,Sacocity,6,0.01,0.38,0.01,0.99,0.04,0.01,0.37,0.48,0.29,0.43,0,0,0.35,0.61,0.33,0.55,0.48,0.26,0.42,0.35,0.32,0.3,0.05,0,0.51,0,0.67,0.01,0.15,0.31,0.32,0.32,0.36,0.57,0.49,0.47,0.42,0.4,0.42,0.36,0.44,0.45,0.41,0.7,0.73,0.76,0.75,0.7,0.75,0,0.09,0,0.22,0.19,0.18,0.15,0.05,0.03,0.03,0.02,0.71,0.07,0.11,0.11,0.41,0.49,0.3,0.6,0.05,0.54,0.5,0.04,0.48,0.56,0.3,0.92,0.4,0.18,0.6,0.26,0.26,0.26,0.36,0.38,0.42,0.39,0.44,0.56,0.63,0,0,0.08,0.74,0.59,0.68,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.03,0.05,?,?,?,?,0,?,0.03 +9,9,57600,Orangetown,6,0,0.57,0.02,0.95,0.14,0.02,0.34,0.3,0.2,0.56,0.02,1,0.83,0.59,0.26,0.87,0.61,0.07,0.68,0.77,0.75,0.73,0.47,0,0.48,0.17,0.67,0,0.05,0.14,0.17,0.7,0.14,0.56,0.34,0.64,0.16,0.81,0.12,0.3,0.1,0.11,0.5,0.97,0.95,0.98,0.85,0.35,0.48,0,0.01,0.01,0.06,0.12,0.14,0.17,0.03,0.05,0.06,0.06,0.83,0.05,0.14,0.17,0.62,0.58,0.62,0.97,0.01,0.05,0.5,0,0.92,0.97,0.37,0.64,0.42,0.01,0.05,0.71,0.69,0.65,0.66,0.74,1,0.77,0.18,0.49,0.46,0,0,0.21,0.7,0.96,0.92,0.88,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.06,0.09,?,?,?,?,0,?,0.06 +13,?,?,Moultriecity,6,0.01,0.47,0.88,0.3,0.01,0.03,0.47,0.46,0.31,0.56,0,0,0.08,0.32,0.34,0.23,0.64,1,0.43,0.09,0.15,0.3,0.11,0.12,0.13,0.16,0.16,0.04,0.92,0.81,0.81,0.2,0.5,0.28,0.62,0.43,0.73,0.32,0.62,0.48,0.77,0.75,0.53,0.11,0.09,0.02,0.04,0.49,0.47,0.02,0.6,0,0.11,0.65,0.62,0.52,0.01,0.04,0.03,0.03,0.96,0.02,0.39,0.34,0.46,0.41,0.55,0.38,0.28,0.5,0.5,0.03,0.62,0.42,0.3,0.59,0.5,1,0.94,0.05,0.04,0.06,0,0.05,0.08,0.1,0.67,0.43,0.6,0.01,0,0.02,0.87,0.54,0.73,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.09,0.02,?,?,?,?,0,?,0.53 +13,?,?,Roswellcity,6,0.06,0.43,0.09,0.88,0.11,0.05,0.39,0.46,0.28,0.19,0.08,1,0.67,0.83,0.21,0.61,0.16,0.07,0.24,0.7,0.65,0.66,0.39,0.47,0.36,0.26,0.48,0.01,0.07,0.09,0.1,0.75,0.1,0.79,0.25,0.27,0.12,0.66,0.4,0.34,0.5,0.47,0.45,0.8,0.83,0.88,0.77,0.42,0.49,0.01,0.07,0.02,0.54,0.58,0.64,0.65,0.24,0.23,0.22,0.21,0.89,0.09,0.13,0.14,0.47,0.55,0.3,0.67,0.05,0.34,0.5,0.11,0.56,0.62,0.01,0.48,0.88,0.07,0.07,0.33,0.35,0.39,0.52,0.46,0.51,0.49,0.38,0.59,0.33,0,0,0.18,0.25,0.34,0.17,0.1,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.12,0.11,?,?,?,?,0,?,0.08 +25,5,45000,NewBedfordcity,6,0.14,0.4,0.08,0.81,0.02,0.12,0.4,0.48,0.32,0.57,0.16,1,0.18,0.32,0.12,0.36,0.65,0.84,0.53,0.21,0.2,0.2,0.23,0.14,0.18,0.22,0.18,0.15,0.44,1,0.9,0.14,0.84,0.29,0.65,0.34,0.78,0.21,0.49,0.48,0.55,0.55,0.47,0.39,0.44,0.39,0.44,0.46,0.46,0.09,0.42,0.14,0.17,0.22,0.26,0.29,0.26,0.28,0.3,0.31,0.31,0.67,0.23,0.21,0.41,0.5,0.39,0.31,0.13,0.53,0.5,0.16,0.72,0.3,0.64,0.54,0,0.23,0.3,0.27,0.27,0.25,0.14,0.23,0.29,0.26,0.54,0.52,0.61,0.05,0.03,0.62,0.7,0.7,0.9,0.81,0.04,0.24,0.95,0.28,0.06,0.26,0.37,0.24,0.72,0.7,0.43,0.04,0,0.33,0.05,0.14,0.55,0.06,0.41,0.19,0.06,0.03,0.75,0,0.61,0.14,0.59 +47,?,?,EastRidgecity,6,0.02,0.27,0.01,0.98,0.07,0.01,0.34,0.44,0.28,0.58,0.03,1,0.25,0.56,0.16,0.43,0.54,0.1,0.52,0.25,0.3,0.29,0.42,0.16,0.33,0,0.19,0.01,0.19,0.3,0.41,0.24,0.26,0.53,0.4,0.32,0.38,0.37,0.58,0.24,0.64,0.64,0.28,0.61,0.62,0.8,0.54,0.55,0.68,0,0.05,0,0.1,0.07,0.26,0.51,0.01,0.01,0.03,0.05,0.95,0.03,0.07,0.07,0.29,0.31,0.28,0.55,0.05,0.55,0,0.03,0.8,0.54,0.09,0.28,0.42,0.14,0.16,0.1,0.09,0.08,0.29,0.26,0.26,0.29,0.28,0.25,0.26,0,0,0.05,0.61,0.55,0.74,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.21,0,?,?,?,?,0,?,0.12 +42,21,38288,Johnstowncity,6,0.03,0.22,0.17,0.86,0.01,0.02,0.35,0.36,0.25,0.81,0.04,1,0.05,0,0.14,0.34,0.84,0.79,0.89,0.1,0.11,0.11,0.14,0.02,0.27,0.02,0.15,0.07,0.72,0.5,0.63,0.1,1,0.03,0.36,0.53,0.58,0.21,0.53,0.47,0.49,0.54,0.36,0.35,0.39,0.33,0.54,0.17,0.18,0.03,0.41,0,0.03,0.07,0.13,0.11,0,0.01,0.01,0.01,0.9,0.04,0.18,0.14,0.24,0.3,0.25,0.36,0.05,0.57,0,0.11,0.38,0.35,0.07,0.68,0,0.54,0.63,0.01,0,0,0.03,0.06,0.05,0.06,0.49,0.2,0.49,0.03,0,0.04,0.97,0.79,0.93,0.91,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.4,0.26,?,?,?,?,0,?,0.29 +42,45,13208,Chestercity,6,0.05,0.56,1,0,0.02,0.07,0.52,0.54,0.41,0.45,0.07,1,0.15,0.33,0.13,0.17,0.62,0.97,0.52,0.16,0.13,0.21,0.21,0.11,0.21,0.13,0.14,0.09,0.67,0.46,0.67,0.1,0.86,0.25,0.4,0.69,0.53,0.21,0.73,0.81,0.65,0.71,0.67,0,0,0.12,0,0.6,0.54,0.14,1,0.01,0.17,0.21,0.33,0.33,0.02,0.03,0.04,0.03,0.87,0.06,0.56,0.48,0.54,0.55,0.53,0.42,0.27,0.42,0.5,0.1,0.5,0.42,1,0.77,0.1,0.5,0.41,0.04,0.04,0.04,0.1,0.21,0.26,0.25,0.66,0.4,0.96,0.07,0,0.06,0.79,0.7,0.86,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.72,0.72,?,?,?,?,0,?,1 +48,?,?,LakeJacksoncity,6,0.02,0.52,0.06,0.84,0.14,0.2,0.39,0.43,0.23,0.2,0,0,0.57,0.81,0.14,0.65,0.23,0.06,0.4,0.54,0.47,0.47,0.4,0.16,0.39,0.32,0.42,0.01,0.08,0.1,0.14,0.54,0.15,0.67,0.91,0.31,0.25,0.64,0.38,0.21,0.33,0.36,0.53,0.86,0.86,0.91,0.9,0.44,0.38,0,0.03,0.01,0.73,0.61,0.57,0.58,0.27,0.2,0.17,0.16,0.81,0.07,0.18,0.19,0.56,0.61,0.46,0.63,0.14,0.33,0.5,0.04,0.62,0.6,0.34,0.35,0.67,0.22,0.16,0.14,0.15,0.16,0.3,0.3,0.32,0.3,0.09,0.18,0.19,0,0,0.15,0.61,0.46,0.62,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.14,0,?,?,?,?,0,?,0.03 +5,?,?,FortSmithcity,6,0.1,0.34,0.15,0.79,0.25,0.02,0.4,0.46,0.29,0.48,0.12,1,0.2,0.52,0.26,0.38,0.51,0.24,0.34,0.24,0.27,0.28,0.19,0.17,0.21,0.25,0.27,0.09,0.36,0.33,0.46,0.26,0.33,0.48,0.65,0.35,0.61,0.35,0.65,0.28,0.62,0.66,0.42,0.62,0.63,0.66,0.67,0.58,0.54,0.03,0.16,0.02,0.37,0.48,0.63,0.84,0.11,0.12,0.15,0.18,0.91,0.09,0.19,0.17,0.35,0.41,0.3,0.53,0.15,0.59,0,0.18,0.57,0.5,0.09,0.41,0.52,0.6,0.23,0.07,0.07,0.09,0.14,0.15,0.16,0.15,0.34,0.2,0.35,0.01,0.01,0.12,0.58,0.48,0.6,0.53,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.13,0.13,0,?,?,?,?,0,?,0.29 +6,?,?,Hemetcity,6,0.04,0.14,0.01,0.87,0.07,0.28,0.17,0.23,0.14,1,0.06,1,0.14,0,0.13,0.55,1,0.52,1,0.18,0.24,0.25,0.22,0.24,0.18,0.21,0.26,0.04,0.37,0.39,0.57,0.13,0.66,0,0.24,0.4,0.45,0.28,0.56,0.13,0.54,0.58,0.12,0.38,0.4,0.38,0.4,0.22,0.2,0.02,0.21,0.02,0.39,0.48,0.48,0.49,0.27,0.3,0.27,0.25,0.77,0.22,0.15,0.12,0.14,0.04,0.36,0.46,0.22,0.97,0,0.12,0.51,0.54,0.05,0.31,0.77,0.21,0.1,0.2,0.19,0.19,0.37,0.38,0.43,0.38,0.78,0.73,0.18,0.03,0,0.29,0.28,0.27,0.41,0.65,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.17,0.02,?,?,?,?,0,?,0.38 +4,?,?,ParadiseValleytown,6,0,0.46,0.01,0.97,0.09,0.04,0.4,0.26,0.2,0.49,0.02,1,1,0.55,1,0.88,0.42,0.09,0.46,1,1,1,1,0.81,0.71,0.24,1,0,0.07,0.04,0.04,0.97,0.16,0.38,0.2,0.64,0.04,1,0.24,0.21,0.2,0.22,0.37,0.97,0.95,0.97,0.91,0.25,0,0,0.02,0,0.45,0.45,0.51,0.46,0.19,0.17,0.17,0.15,0.89,0.06,0.16,0.19,0.51,0.48,0.45,0.99,0.01,0,1,0.02,0.63,0.99,0.09,0.47,0.67,0,0,0.85,1,1,0.78,1,1,1,0.46,0.44,0.22,0,0,0.18,0.13,0.73,0.76,0.55,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.06,0.03,?,?,?,?,0,?,0.06 +6,?,?,Oaklandcity,6,0.58,0.4,0.86,0,0.91,0.26,0.36,0.48,0.31,0.37,0.59,1,0.26,0.41,0.19,0.36,0.39,0.88,0.42,0.26,0.33,0.61,0.29,0.23,0.24,0.25,0.3,0.63,0.5,0.41,0.44,0.43,0.63,0.4,0.22,0.58,0.34,0.52,0.73,0.72,0.78,0.79,0.6,0.18,0.23,0.29,0.23,0.36,0.33,0.61,0.84,0.49,0.45,0.53,0.63,0.71,0.62,0.64,0.69,0.72,0.53,0.56,0.58,0.42,0.41,0.48,0.42,0.27,0.56,0.79,0,0.54,0.74,0.27,0.8,0.4,0.17,0.29,0.49,0.33,0.45,0.6,0.4,0.44,0.53,0.43,0.74,0.71,0.37,0.25,0.69,0.59,0.43,0.49,0.68,0.69,0.12,0.15,0.87,0.17,0.58,0.58,1,0.15,0.49,0.29,0.64,0.28,1,0.78,0.08,0.64,0.42,0.16,0.56,1,0.26,0.28,0.66,1,0.38,0.31,1 +6,?,?,Reedleycity,6,0.01,0.84,0.01,0.38,0.37,1,0.57,0.63,0.46,0.35,0,0,0.21,0.54,0.77,0.31,0.48,0.71,0.33,0.17,0.12,0.17,0.08,0.06,0.27,0.16,0.2,0.03,0.59,1,0.82,0.15,1,0.35,0.22,0.33,0.45,0.21,0.24,0.52,0.37,0.31,0.86,0.59,0.55,0.52,0.58,0.48,0.46,0.02,0.45,0.03,0.59,0.67,0.65,0.64,1,1,1,0.93,0.09,1,0.93,0.96,0.88,0.76,0.99,0.42,0.95,0.59,0,0.01,0.9,0.48,0.16,0.4,0.65,0.41,0.34,0.16,0.14,0.14,0.26,0.29,0.29,0.3,0.65,0.51,0.12,0,0,0.85,0.49,0.43,0.67,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.34,0.05,?,?,?,?,0,?,0.3 +6,?,?,Auburncity,6,0,0.26,0.01,0.95,0.09,0.08,0.28,0.32,0.19,0.64,0,0,0.35,0.21,0.44,0.57,0.63,0.48,0.72,0.42,0.45,0.43,0.42,0.31,0.33,0.1,0.43,0.01,0.21,0.17,0.24,0.42,0.22,0.39,0.2,0.5,0.19,0.55,0.68,0.25,0.73,0.74,0.29,0.57,0.63,0.77,0.61,0.41,0.6,0,0.16,0,0,0,0,0.05,0,0,0,0.01,0.9,0.09,0.11,0.1,0.27,0.36,0.22,0.47,0.11,0.58,0,0.01,0.86,0.44,0.12,0.11,0.65,0.06,0.36,0.38,0.42,0.47,0.41,0.43,0.51,0.43,0.79,0.63,0.22,0,0,0.13,0.6,0.35,0.48,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.14,0.02,?,?,?,?,0,?,0.16 +6,?,?,ArroyoGrandecity,6,0.01,0.36,0.01,0.89,0.22,0.17,0.31,0.32,0.18,0.67,0,0,0.38,0.33,0.46,0.62,0.69,0.33,0.77,0.39,0.39,0.38,0.38,0.23,0.38,0.26,0.37,0.01,0.21,0.14,0.26,0.3,0.3,0.4,0.15,0.33,0.24,0.42,0.45,0.23,0.53,0.52,0.37,0.69,0.7,0.71,0.63,0.55,0.58,0,0.15,0.01,0.16,0.26,0.31,0.3,0.07,0.1,0.11,0.1,0.84,0.12,0.19,0.18,0.39,0.37,0.45,0.61,0.18,0.47,0.5,0.02,0.79,0.62,0.02,0.36,0.71,0.05,0.22,0.51,0.54,0.59,0.5,0.48,0.59,0.46,0.8,0.84,0.08,0,0,0.18,0.56,0.45,0.56,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.21,0.04,?,?,?,?,0,?,0.29 +42,17,54688,Northamptontownship,6,0.04,0.72,0.01,0.97,0.09,0.01,0.54,0.48,0.32,0.19,0.05,0.98,0.78,0.85,0.29,0.82,0.25,0.07,0.36,0.72,0.59,0.57,0.46,1,0.45,0.54,0.52,0,0.02,0.09,0.12,0.6,0.11,0.7,0.35,0.45,0.14,0.64,0.07,0.38,0.14,0.11,0.74,0.95,0.95,0.92,0.88,0.31,0.38,0,0.04,0.01,0.12,0.1,0.17,0.16,0.05,0.03,0.05,0.04,0.88,0.04,0.32,0.36,0.78,0.79,0.29,0.96,0.01,0.13,1,0.02,0.89,0.93,0.04,0.35,0.77,0,0.06,0.51,0.51,0.48,0.84,0.84,1,0.99,0.82,0.51,0.29,0,0,0.15,0.77,0.73,0.7,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.11,0.2,?,?,?,?,0,?,0.02 +51,650,35000,Hamptoncity,6,0.2,0.46,0.76,0.36,0.11,0.03,0.47,0.59,0.42,0.3,0.21,1,0.31,0.67,0.15,0.39,0.33,0.26,0.65,0.3,0.27,0.32,0.27,0.25,0.27,0.24,0.41,0.13,0.28,0.23,0.34,0.3,0.35,0.57,0.42,0.4,0.34,0.37,0.57,0.44,0.55,0.58,0.45,0.55,0.54,0.58,0.55,0.51,0.58,0.09,0.37,0.03,0.27,0.36,0.4,0.43,0.05,0.06,0.06,0.06,0.93,0.04,0.18,0.17,0.45,0.45,0.46,0.5,0.12,0.44,0.5,0.21,0.71,0.5,0.09,0.33,0.56,0.31,0.16,0.17,0.16,0.15,0.31,0.32,0.35,0.34,0.48,0.53,0.43,0.01,0,0.08,0.45,0.44,0.41,0.36,0.03,0.12,0.96,0.15,0.06,0.17,0.42,0.12,0.46,0.73,0.42,0,0,0.29,0.07,0.5,0.09,0.15,0.22,0.13,0.17,0.04,0.74,0.5,0.91,0.14,0.19 +6,?,?,WestSacramentocity,6,0.03,0.42,0.05,0.56,0.56,0.45,0.37,0.43,0.26,0.43,0.05,0.99,0.19,0.34,0.4,0.27,0.51,0.94,0.53,0.21,0.22,0.26,0.21,0.17,0.16,0.24,0.29,0.05,0.49,0.48,0.59,0.12,0.62,0.32,0.19,0.25,0.58,0.22,0.89,0.42,0.83,0.89,0.54,0.39,0.43,0.49,0.41,0.29,0.22,0.03,0.39,0.03,0.74,0.69,0.66,0.68,0.86,0.7,0.61,0.57,0.57,0.5,0.47,0.39,0.45,0.34,0.6,0.38,0.52,0.69,0,0.03,0.81,0.46,0.28,0.35,0.44,0.44,0.82,0.19,0.18,0.19,0.26,0.3,0.33,0.29,0.76,0.45,0.21,0.01,0,0.49,0.55,0.49,0.41,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.11,0.08,?,?,?,?,0,?,0.38 +1,?,?,Sylacaugacity,6,0,0.36,0.48,0.62,0.01,0,0.42,0.42,0.27,0.58,0,0,0.14,0.27,0.34,0.28,0.69,0.47,0.44,0.19,0.19,0.24,0.15,0.13,0,0,0.43,0.02,0.52,0.48,0.6,0.27,0.27,0.37,0.73,0.4,0.72,0.43,0.44,0.28,0.57,0.54,0.45,0.52,0.49,0.66,0.56,0.55,0.52,0.01,0.2,0,0,0,0,0.39,0,0,0,0.01,0.98,0.03,0.24,0.22,0.4,0.42,0.38,0.55,0.17,0.51,0.5,0.02,0.67,0.55,0.19,0.7,0.46,0.62,0.54,0.07,0.08,0.09,0.02,0.05,0.08,0.07,0.53,0.27,0.28,0,0,0.01,0.88,0.62,0.78,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.06,0,?,?,?,?,0,?,0.31 +12,?,?,LighthousePointcity,6,0,0.15,0,0.99,0.03,0.04,0.11,0.15,0.09,0.98,0.02,1,0.48,0.17,0.09,0.78,0.87,0.1,0.59,0.58,0.81,0.79,0.29,0,0.33,0,0.52,0,0.12,0.19,0.24,0.44,0.24,0.31,0.16,0.37,0.12,0.54,0.52,0.16,0.38,0.45,0.13,0.84,0.88,1,1,0.74,0.34,0,0.01,0.01,0.12,0.12,0.22,0.26,0.07,0.07,0.11,0.12,0.83,0.09,0.05,0.05,0.17,0.18,0.09,0.86,0.03,0.59,0,0.04,0.42,0.83,0.97,0.34,0.54,0.05,0,0.43,0.5,0.7,0.5,0.47,0.56,0.46,0.59,0.72,0.32,0,0,0.27,0.06,0.64,0.74,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.38,0.05,?,?,?,?,0,?,0.07 +36,13,21105,Dunkirkcity,6,0.01,0.35,0.07,0.81,0.02,0.26,0.39,0.43,0.29,0.64,0,0,0.15,0.24,0.27,0.53,0.7,0.7,0.75,0.19,0.17,0.18,0.13,0.14,0.15,0.19,0.17,0.02,0.49,0.43,0.51,0.15,0.77,0.29,0.61,0.5,0.68,0.19,0.48,0.48,0.49,0.51,0.44,0.42,0.47,0.49,0.43,0.37,0.48,0.01,0.4,0,0.16,0.15,0.16,0.22,0.02,0.02,0.02,0.02,0.71,0.19,0.23,0.2,0.38,0.39,0.37,0.59,0.09,0.38,0.5,0.01,0.81,0.58,0.2,0.65,0,0.57,0.07,0.06,0.05,0.05,0.15,0.16,0.15,0.16,0.81,0.18,0.58,0,0,0.06,0.86,0.74,0.86,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.26,0.05,?,?,?,?,0,?,0.11 +6,?,?,Vallejocity,6,0.16,0.58,0.41,0.24,1,0.2,0.43,0.5,0.33,0.34,0.17,1,0.41,0.59,0.19,0.37,0.38,0.52,0.71,0.4,0.31,0.37,0.32,0.2,0.29,0.33,0.39,0.08,0.21,0.23,0.32,0.3,0.41,0.52,0.29,0.4,0.33,0.35,0.56,0.45,0.59,0.59,0.63,0.57,0.56,0.62,0.54,0.56,0.58,0.06,0.28,0.13,0.29,0.35,0.45,0.49,0.37,0.39,0.46,0.45,0.57,0.16,0.5,0.47,0.6,0.62,0.56,0.54,0.42,0.51,0.5,0.13,0.76,0.54,0.15,0.31,0.54,0.18,0.13,0.32,0.34,0.36,0.43,0.47,0.55,0.48,0.59,0.72,0.28,0.03,0.02,0.54,0.44,0.39,0.39,0.62,0.01,0.09,0.97,0.13,0.04,0.14,0.43,0.09,0.62,0.48,0.39,0.28,1,0.55,0.05,0.36,0.76,0.09,0.3,0.21,0.06,0.03,0.86,0.5,1,0.14,0.6 +29,?,?,Kennettcity,6,0,0.35,0.21,0.83,0.03,0.01,0.45,0.44,0.27,0.56,0,0,0.06,0.19,0.84,0.26,0.72,1,0.37,0.11,0.15,0.16,0.09,0.23,0.83,0,1,0.03,0.84,0.83,0.81,0.16,0.62,0.24,0.43,0.52,0.58,0.35,0.58,0.24,0.59,0.61,0.41,0.48,0.44,0.55,0.46,0.27,0.33,0.01,0.29,0,0,0.23,0.58,0.49,0,0.01,0.01,0.01,0.98,0.02,0.2,0.18,0.37,0.33,0.44,0.5,0.16,0.56,0,0.01,0.78,0.53,0.45,0.53,0.54,0.73,0.38,0.03,0.03,0.05,0,0.04,0.03,0.04,0.58,0.13,0.29,0,0,0,0.67,0.6,0.77,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.14,0.02,?,?,?,?,0,?,0.54 +6,?,?,SouthGatecity,6,0.12,1,0.03,0.11,0.1,1,0.62,0.69,0.49,0.21,0.14,1,0.26,0.62,0.24,0.17,0.35,0.59,0.3,0.22,0.11,0.15,0.25,0.15,0.24,0.22,0.26,0.14,0.46,1,1,0.06,0.74,0.42,0.85,0.08,0.99,0.07,0.3,0.65,0.46,0.4,1,0.58,0.54,0.57,0.62,0.29,0.15,0.11,0.6,0.28,0.37,0.43,0.47,0.55,1,1,1,1,0,1,1,1,1,1,1,0.34,1,0.91,0,0.03,0.94,0.36,0.09,0.2,0.25,0.29,0.45,0.42,0.41,0.37,0.49,0.47,0.53,0.44,0.7,0.89,0.21,0.01,0,1,0.35,0.45,0.82,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.98,0.45,?,?,?,?,0,?,0.45 +6,?,?,HermosaBeachcity,6,0.01,0.09,0.02,0.89,0.23,0.13,0.07,0.71,0.27,0.15,0.03,1,0.71,0.82,0.18,0.61,0.07,0.07,0.15,0.75,0.98,0.98,0.73,0.42,0.52,0.66,0.92,0.01,0.13,0.02,0.04,0.91,0.04,0.98,0.51,0.34,0.09,0.92,0.76,0.97,0.63,0.71,0.14,0.55,0.62,0.84,0.32,0.65,0.7,0,0.17,0.01,0.4,0.44,0.43,0.43,0.23,0.22,0.2,0.18,0.84,0.06,0.05,0.02,0.11,0.21,0.12,0.28,0.1,0.81,0,0.03,0.8,0.26,0.03,0.22,0.44,0.03,0.22,1,1,1,0.89,0.9,1,0.86,0.32,0.75,0.18,0,0,0.24,0.37,0.25,0.46,0.34,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,1,0.06,?,?,?,?,0,?,0.22 +42,91,79056,UpperGwyneddtownship,6,0,0.59,0.06,0.87,0.33,0.01,0.39,0.38,0.24,0.31,0.02,0.97,0.74,0.78,0.24,0.83,0.28,0.06,0.37,0.71,0.57,0.56,0.52,0.76,0.47,0.43,0.57,0,0.02,0.13,0.19,0.67,0.06,0.73,0.74,0.42,0.27,0.68,0.23,0.34,0.2,0.22,0.6,0.93,0.94,0.98,0.82,0.48,0.62,0,0.07,0,0.24,0.33,0.45,0.49,0.1,0.12,0.15,0.15,0.88,0.1,0.24,0.26,0.62,0.69,0.26,0.84,0.03,0.23,0.5,0.01,0.82,0.78,0,0.48,0.73,0.04,0.3,0.44,0.46,0.48,0.67,0.64,0.76,0.71,0.38,0.51,0.42,0,0,0.17,0.75,0.62,0.67,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.12,0.19,?,?,?,?,0,?,0.02 +9,3,68940,Simsburytown,6,0.02,0.51,0.02,0.96,0.1,0.02,0.4,0.36,0.23,0.31,0,0,0.87,0.77,0.27,0.89,0.29,0.07,0.53,0.87,0.8,0.78,0.65,0.35,0.49,0.36,0.8,0,0.02,0.09,0.06,0.92,0.1,0.69,0.32,0.58,0.05,0.9,0.2,0.31,0.24,0.23,0.49,0.92,0.94,0.94,0.74,0.33,0.49,0,0.04,0.01,0.21,0.18,0.27,0.3,0.09,0.07,0.1,0.1,0.91,0.02,0.12,0.14,0.55,0.58,0.3,0.85,0.02,0.23,0.5,0.01,0.9,0.81,0.09,0.61,0.63,0,0.09,0.6,0.62,0.62,0.65,0.66,0.8,0.7,0.45,0.42,0.32,0,0,0.18,0.39,0.71,0.72,0.61,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.05,0.15,?,?,?,?,0,?,0 +41,?,?,Medfordcity,6,0.06,0.35,0.01,0.93,0.07,0.09,0.35,0.4,0.25,0.56,0.07,1,0.23,0.4,0.18,0.48,0.57,0.35,0.5,0.26,0.3,0.29,0.18,0.17,0.15,0.2,0.25,0.06,0.38,0.2,0.3,0.28,0.44,0.41,0.28,0.36,0.48,0.34,0.69,0.28,0.73,0.74,0.35,0.53,0.56,0.48,0.61,0.4,0.52,0.02,0.23,0.01,0.17,0.27,0.31,0.34,0.04,0.06,0.06,0.06,0.91,0.07,0.19,0.17,0.37,0.4,0.36,0.48,0.15,0.53,0.5,0.04,0.86,0.47,0.17,0.25,0.58,0.28,0.14,0.14,0.13,0.14,0.27,0.29,0.32,0.3,0.62,0.46,0.46,0.06,0.01,0.1,0.36,0.31,0.54,0.4,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.21,0.07,?,?,?,?,0,?,0.22 +19,61,91085,Dubuquecity,6,0.08,0.45,0.01,0.98,0.04,0.01,0.47,0.48,0.36,0.5,0.09,1,0.25,0.47,0.38,0.62,0.57,0.3,0.59,0.28,0.25,0.24,0.12,0.12,0.11,0.17,0.19,0.05,0.28,0.32,0.36,0.3,0.29,0.5,0.49,0.59,0.46,0.37,0.3,0.46,0.27,0.29,0.48,0.72,0.77,0.73,0.74,0.74,0.73,0.02,0.13,0.01,0.68,0.57,0.56,0.51,0.07,0.05,0.05,0.04,0.96,0.04,0.22,0.21,0.41,0.52,0.22,0.67,0.06,0.46,0.5,0.05,0.85,0.6,0.3,0.53,0.27,0.14,0.1,0.08,0.08,0.07,0.15,0.16,0.18,0.15,0.37,0.13,0.28,0.05,0.19,0.04,0.81,0.63,0.76,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.21,0.06,?,?,?,?,0,?,0.13 +55,127,86925,Whitewatercity,6,0,0.65,0.04,0.93,0.1,0.03,1,1,1,0.24,0,0,0.13,0.59,0.38,0.71,0.39,0.13,0.35,0.33,0.14,0.13,0.08,0.25,0.2,0.28,0.32,0.02,0.88,0.28,0.29,0.59,0.24,0.43,0.24,0.68,0.35,0.45,0.09,1,0.09,0.09,0.4,0.64,0.72,0.79,0.98,0.7,0.79,0,0.12,0,0.69,0.67,0.62,0.53,0.15,0.13,0.11,0.08,0.91,0.06,0.22,0.15,0.36,0.45,0.37,0.2,0.22,0.66,0,0.01,0.84,0.2,0.2,0.3,0.46,0.05,0,0.11,0.1,0.1,0.17,0.24,0.3,0.21,0.76,0.27,0.25,0.01,0,0.09,0.77,0.2,0,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.22,0.02,?,?,?,?,0,?,0.06 +8,?,?,Broomfieldcity,6,0.02,0.53,0.01,0.92,0.13,0.1,0.44,0.47,0.25,0.14,0.04,1,0.45,0.84,0.41,0.53,0.19,0.11,0.3,0.44,0.36,0.36,0.49,0.37,0.19,0.32,0.38,0.01,0.12,0.05,0.11,0.45,0.19,0.81,0.5,0.38,0.34,0.5,0.45,0.32,0.45,0.46,0.58,0.79,0.82,0.87,0.69,0.69,0.72,0,0.09,0.01,0.42,0.39,0.47,0.49,0.1,0.08,0.09,0.09,0.9,0.06,0.24,0.25,0.59,0.65,0.38,0.74,0.08,0.3,0.5,0.02,0.85,0.7,0.04,0.33,0.75,0.13,0.11,0.21,0.18,0.16,0.33,0.33,0.42,0.32,0.36,0.56,0.31,0,0,0.1,0.4,0.47,0.42,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.09,0.17,?,?,?,?,0,?,0.11 +39,35,83622,Westlakecity,6,0.03,0.43,0.01,0.95,0.18,0.02,0.32,0.34,0.19,0.47,0.04,1,0.59,0.65,0.18,0.79,0.44,0.05,0.51,0.64,0.65,0.61,0.77,0.87,0.73,1,0.83,0,0.04,0.09,0.15,0.61,0.13,0.55,0.39,0.55,0.15,0.76,0.3,0.32,0.26,0.29,0.51,0.91,0.94,0.95,0.88,0.36,0.35,0,0.03,0.01,0.19,0.27,0.29,0.31,0.09,0.11,0.11,0.11,0.84,0.04,0.24,0.22,0.43,0.53,0.11,0.8,0.03,0.42,0.5,0.04,0.73,0.71,0.01,0.63,0.77,0.02,0.08,0.28,0.32,0.36,0.55,0.52,0.58,0.53,0.22,0.37,0.18,0,0,0.2,0.69,0.59,0.77,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.14,0.17,?,?,?,?,0,?,0.03 +12,?,?,LakeWorthcity,6,0.03,0.24,0.29,0.71,0.05,0.29,0.24,0.39,0.24,0.75,0.05,1,0.17,0.27,0,0.43,0.73,0.2,0.57,0.16,0.24,0.27,0.16,0.17,0.2,0.2,0.28,0.04,0.45,0.49,0.57,0.18,0.34,0.36,0.1,0.38,0.31,0.23,0.85,0.46,0.65,0.76,0.32,0.39,0.39,0.28,0.38,0.5,0.45,0.03,0.47,0.04,0.36,0.51,0.59,0.67,0.51,0.64,0.68,0.7,0.51,0.53,0.29,0.21,0.24,0.2,0.32,0.42,0.36,0.9,0,0.16,0.15,0.45,0.26,0.36,0.48,0.47,0.17,0.13,0.12,0.12,0.35,0.32,0.33,0.32,0.66,0.63,0.36,0,0.05,0.61,0.13,0.39,0.57,0.38,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.43,0.12,?,?,?,?,0,?,0.69 +48,?,?,Duncanvillecity,6,0.04,0.55,0.24,0.74,0.13,0.12,0.51,0.48,0.29,0.19,0.06,1,0.48,0.8,0.34,0.54,0.25,0.1,0.35,0.47,0.41,0.42,0.33,0.32,0.41,0.38,0.41,0.01,0.09,0.12,0.2,0.47,0.25,0.73,0.29,0.39,0.29,0.53,0.39,0.29,0.57,0.51,0.56,0.7,0.71,0.75,0.61,0.55,0.66,0.01,0.15,0.01,0.14,0.2,0.37,0.46,0.03,0.04,0.07,0.08,0.89,0.04,0.2,0.22,0.6,0.62,0.53,0.63,0.15,0.27,0.5,0.04,0.75,0.62,0.05,0.29,0.75,0.11,0.1,0.18,0.18,0.2,0.38,0.41,0.45,0.42,0.48,0.37,0.17,0,0,0.1,0.64,0.56,0.74,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.26,0.05,?,?,?,?,0,?,0.19 +45,?,?,Florencecity,6,0.03,0.46,0.92,0.27,0.03,0.01,0.44,0.48,0.31,0.47,0.05,1,0.22,0.47,0.43,0.35,0.57,0.57,0.4,0.25,0.26,0.46,0.15,0.05,0.53,0.19,0.55,0.06,0.58,0.57,0.54,0.36,0.38,0.39,0.38,0.55,0.44,0.44,0.52,0.55,0.63,0.62,0.53,0.27,0.23,0.31,0.3,0.59,0.65,0.05,0.72,0,0.5,0.4,0.46,0.4,0.05,0.04,0.04,0.03,0.95,0.03,0.38,0.33,0.44,0.45,0.45,0.47,0.22,0.46,0.5,0.04,0.77,0.48,0.17,0.56,0.54,0.57,0.54,0.09,0.1,0.13,0.08,0.15,0.2,0.22,0.46,0.3,0.46,0.01,0,0.04,0.79,0.6,0.75,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.17,0.07,?,?,?,?,0,?,0.69 +6,?,?,Brawleycity,6,0.01,0.76,0.05,0.58,0.07,1,0.55,0.55,0.35,0.26,0,0,0.18,0.55,0.68,0.17,0.4,0.96,0.35,0.15,0.14,0.16,0.22,0.09,0.3,0.23,0.23,0.04,0.65,1,0.87,0.14,1,0.27,0.13,0.39,0.44,0.28,0.44,0.47,0.51,0.5,0.9,0.5,0.49,0.51,0.57,0.2,0.06,0.02,0.45,0.03,0.25,0.27,0.35,0.4,0.42,0.4,0.47,0.49,0,0.95,0.8,0.78,0.81,0.79,0.82,0.34,0.96,0.63,0,0.02,0.8,0.37,0.34,0.36,0.52,0.51,1,0.15,0.14,0.14,0.13,0.2,0.22,0.21,0.51,0.44,0.32,0,0.02,0.71,0.6,0.55,0.79,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.32,0.04,?,?,?,?,0,?,0.41 +34,3,61680,Ramseyborough,6,0.01,0.54,0.02,0.91,0.27,0.04,0.37,0.41,0.25,0.28,0.02,1,0.89,0.74,0.15,0.83,0.35,0.02,0.4,0.88,0.76,0.75,0.88,0.46,0.44,0.47,0.63,0,0.05,0.06,0.09,0.77,0.19,0.63,0.36,0.29,0.1,0.72,0.22,0.36,0.24,0.23,0.53,0.89,0.92,0.97,0.81,0.17,0.26,0,0.04,0.01,0.27,0.3,0.33,0.42,0.18,0.18,0.18,0.21,0.82,0.08,0.19,0.21,0.59,0.6,0.39,0.86,0.03,0.22,0.5,0.01,0.76,0.83,0,0.39,0.44,0.01,0.3,0.71,0.71,0.74,0.97,0.94,1,0.95,0.63,0.59,0.89,0.01,0,0.29,0.42,0.72,0.74,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.2,0.47,?,?,?,?,0,?,0.08 +12,?,?,Miramarcity,6,0.05,0.53,0.31,0.69,0.14,0.32,0.37,0.46,0.26,0.3,0.06,1,0.4,0.72,0.29,0.39,0.35,0.15,0.28,0.37,0.3,0.3,0.31,0.26,0.29,0.36,0.44,0.03,0.21,0.21,0.37,0.23,0.27,0.67,0.2,0.38,0.24,0.39,0.52,0.35,0.61,0.59,0.54,0.64,0.65,0.71,0.59,0.66,0.72,0.02,0.2,0.05,0.23,0.27,0.36,0.41,0.33,0.33,0.4,0.43,0.62,0.19,0.29,0.29,0.58,0.57,0.58,0.75,0.33,0.51,0.5,0.04,0.79,0.75,0.14,0.37,0.63,0.09,0.33,0.19,0.16,0.14,0.49,0.48,0.53,0.52,0.65,0.56,0.5,0,0,0.6,0.25,0.45,0.41,0.51,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.11,0.05,?,?,?,?,0,?,0.31 +25,21,41690,Miltontown,6,0.03,0.59,0.09,0.91,0.07,0.02,0.38,0.39,0.31,0.58,0.04,1,0.68,0.53,0.25,0.73,0.69,0.18,0.76,0.71,0.59,0.58,0.44,0.61,0.42,0.39,0.51,0.01,0.07,0.08,0.11,0.7,0.25,0.5,0.15,0.79,0.1,0.83,0.09,0.54,0.14,0.12,0.62,0.85,0.89,0.92,0.88,0.65,0.67,0,0.07,0.01,0.15,0.17,0.21,0.21,0.08,0.08,0.09,0.08,0.88,0.03,0.35,0.34,0.6,0.63,0.34,0.85,0.02,0.19,0.5,0.01,0.92,0.81,0.09,0.44,0,0.01,0.11,0.58,0.58,0.6,0.41,0.59,0.79,0.71,0.52,0.54,0.44,0,0,0.22,0.82,0.84,0.7,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.16,0.58,?,?,?,?,0,?,0.08 +6,?,?,SantaAnacity,6,0.46,1,0.05,0.51,0.6,1,0.58,0.79,0.58,0.14,0.46,1,0.39,0.78,0.18,0.26,0.25,0.4,0.27,0.31,0.17,0.18,0.35,0.24,0.22,0.23,0.23,0.47,0.48,1,0.9,0.15,0.56,0.59,0.7,0.11,0.79,0.15,0.3,0.74,0.45,0.38,1,0.64,0.51,0.72,0.67,0.54,0.43,0.28,0.51,1,0.6,0.68,0.71,0.77,1,1,1,1,0,1,1,1,1,1,1,0.28,1,0.75,0,0.18,0.84,0.36,0.25,0.16,0.6,0.27,0.47,0.49,0.48,0.46,0.7,0.68,0.81,0.67,0.77,0.75,0.18,0.11,0.58,1,0.28,0.35,0.62,0.48,0.07,0.11,0.92,0.14,0.42,0.54,1,0.11,0.94,0.53,0.06,0.65,0.39,0.5,0.08,0.43,0.27,0.08,0.91,0.48,0.23,0.13,0.82,0.5,0.59,0.19,0.45 +25,9,60015,Saugustown,6,0.02,0.49,0.01,0.98,0.04,0.01,0.35,0.42,0.29,0.51,0.04,1,0.5,0.59,0.18,0.53,0.61,0.23,0.64,0.51,0.43,0.41,0.53,0.2,0.74,0.19,0.42,0.01,0.09,0.19,0.32,0.25,0.35,0.55,0.38,0.34,0.31,0.41,0.27,0.43,0.29,0.29,0.55,0.77,0.78,0.91,0.78,0.49,0.53,0,0.06,0.01,0.05,0.08,0.12,0.14,0.02,0.02,0.03,0.03,0.89,0.05,0.25,0.25,0.53,0.6,0.24,0.81,0.04,0.41,0.5,0.01,0.93,0.75,0.06,0.49,0.33,0.02,0.14,0.46,0.42,0.39,0.24,0.49,0.59,0.5,0.42,0.41,0.54,0,0,0.14,0.93,0.93,0.81,0.93,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.19,0.35,?,?,?,?,0,?,0.2 +40,?,?,Woodwardcity,6,0,0.41,0,0.93,0.03,0.06,0.38,0.43,0.22,0.42,0,0,0.19,0.56,1,0.38,0.47,0.25,0.3,0.2,0.2,0.2,0.08,0.07,0.25,0.15,0.17,0.02,0.4,0.34,0.46,0.21,0.25,0.49,0.14,0.32,0.48,0.26,0.6,0.21,0.62,0.64,0.44,0.64,0.69,0.8,0.66,0.43,0.53,0,0.08,0,0,0,0.29,0.25,0,0,0.02,0.01,0.95,0.02,0.16,0.16,0.42,0.4,0.46,0.6,0.14,0.47,0.5,0.04,0.36,0.62,0.13,0.82,0.63,0.48,0.07,0.04,0.04,0.05,0.11,0.11,0.1,0.13,0.24,0.34,0.17,0,0,0.03,0.68,0.53,0.72,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.08,0.01,?,?,?,?,0,?,0.19 +33,17,69940,Somersworthcity,6,0,0.4,0.01,0.97,0.07,0.01,0.34,0.53,0.33,0.36,0.02,1,0.35,0.64,0.08,0.48,0.45,0.3,0.55,0.36,0.29,0.28,0.28,0.15,0.18,0,0.79,0.01,0.17,0.41,0.43,0.2,0.31,0.67,0.78,0.22,0.57,0.29,0.51,0.38,0.57,0.57,0.42,0.59,0.62,0.66,0.6,0.63,0.75,0,0.2,0,0.1,0.18,0.39,0.4,0.03,0.04,0.08,0.08,0.76,0.06,0.18,0.17,0.44,0.49,0.39,0.51,0.09,0.62,0,0.02,0.71,0.49,0.13,0.25,0.48,0.31,0.35,0.26,0.25,0.23,0.34,0.4,0.44,0.39,0.45,0.66,0.67,0.01,0,0.11,0.58,0.46,0.56,0.48,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.1,0.06,?,?,?,?,0,?,0.03 +8,?,?,Lafayettecity,6,0.01,0.46,0.02,0.84,0.13,0.27,0.29,0.43,0.16,0.15,0,0,0.37,0.81,0.29,0.46,0.18,0.17,0.19,0.33,0.32,0.31,0.37,0.19,0.35,0.33,0.36,0.01,0.21,0.18,0.24,0.45,0.2,0.81,0.57,0.36,0.37,0.49,0.69,0.3,0.73,0.74,0.54,0.64,0.69,0.72,0.53,0.68,0.71,0,0.09,0,0.33,0.51,0.47,0.65,0.12,0.17,0.14,0.18,0.82,0.13,0.23,0.22,0.51,0.52,0.47,0.68,0.16,0.48,0.5,0.02,0.74,0.67,0.04,0.4,0.81,0.15,0,0.19,0.17,0.14,0.38,0.4,0.46,0.41,0.61,0.61,0.65,0.01,0,0.15,0.4,0.36,0.56,0.49,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.18,0.13,?,?,?,?,0,?,0.15 +48,?,?,Athenscity,6,0,0.42,0.38,0.59,0.02,0.15,0.51,0.5,0.38,0.58,0,0,0.12,0.37,0.38,0.38,0.59,0.46,0.39,0.15,0.19,0.25,0.15,0.24,0.29,0.1,0.11,0.02,0.58,0.62,0.61,0.24,0.6,0.3,0.28,0.5,0.44,0.34,0.62,0.34,0.65,0.67,0.47,0.47,0.48,0.48,0.53,0.5,0.48,0.01,0.21,0,0.78,0.89,0.94,0.91,0.28,0.28,0.27,0.24,0.85,0.21,0.32,0.28,0.38,0.34,0.48,0.46,0.32,0.55,0,0.03,0.47,0.5,0.28,0.51,0.65,0.87,0.55,0.05,0.06,0.09,0.12,0.15,0.17,0.17,0.45,0.34,0.89,0,0,0.15,0.8,0.44,0.51,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.07,0,?,?,?,?,0,?,0.54 +42,3,68388,Scotttownship,6,0.01,0.25,0.01,0.97,0.08,0.01,0.19,0.39,0.22,0.61,0.03,1,0.38,0.57,0.28,0.77,0.56,0.1,0.65,0.42,0.45,0.42,0.34,0.03,1,0.16,0.61,0.01,0.1,0.21,0.28,0.48,0.13,0.55,0.21,0.54,0.19,0.6,0.29,0.45,0.29,0.31,0.33,0.79,0.82,0.89,0.65,0.62,0.61,0,0.06,0,0.15,0.18,0.28,0.28,0.03,0.03,0.05,0.04,0.9,0.03,0.05,0.05,0.25,0.35,0.08,0.69,0.03,0.54,0.5,0.02,0.86,0.62,0.02,0.36,0.4,0.04,0.08,0.14,0.13,0.12,0.39,0.42,0.45,0.41,0.22,0.35,0.49,0,0,0.09,0.9,0.7,0.85,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.36,0.66,?,?,?,?,0,?,0.02 +34,9,45810,Middletownship,6,0.01,0.49,0.26,0.77,0.07,0.03,0.31,0.37,0.21,0.59,0,0,0.31,0.49,0.35,0.46,0.63,0.27,0.62,0.3,0.29,0.3,0.21,0.31,0.4,0.18,0.18,0.01,0.2,0.38,0.52,0.17,0.52,0.38,0.1,0.52,0.39,0.24,0.48,0.31,0.4,0.45,0.48,0.66,0.64,0.71,0.6,0.63,0.67,0.01,0.36,0,0.21,0.57,0.54,0.53,0.04,0.1,0.09,0.08,0.92,0.03,0.28,0.27,0.47,0.43,0.54,0.79,0.12,0.51,0.5,0.08,0,0.81,0.24,0.76,0.6,0.18,0.4,0.19,0.2,0.23,0.41,0.42,0.46,0.44,0.43,0.63,0.47,0.02,0,0.08,0.55,0.62,0.76,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.21,0.02,0.07,?,?,?,?,0,?,0.1 +25,17,73405,Watertowntown,6,0.04,0.28,0.03,0.95,0.14,0.03,0.16,0.55,0.28,0.55,0.05,1,0.52,0.58,0.26,0.72,0.49,0.22,0.53,0.52,0.52,0.51,0.52,0,0.38,0.3,0.59,0.02,0.14,0.28,0.26,0.68,0.25,0.64,0.34,0.73,0.19,0.77,0.26,0.73,0.26,0.27,0.35,0.69,0.71,0.84,0.69,0.69,0.63,0.01,0.17,0.04,0.25,0.3,0.32,0.36,0.29,0.3,0.3,0.31,0.63,0.24,0.14,0.11,0.29,0.34,0.3,0.33,0.06,0.68,0,0.03,0.87,0.32,0.1,0.49,0,0.04,0.12,0.54,0.51,0.5,0.63,0.73,0.87,0.77,0.33,0.36,0.61,0,0,0.5,0.59,0.63,0.63,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.68,0.92,?,?,?,?,0,?,0.31 +13,?,?,EastPointcity,6,0.04,0.4,1,0,0.04,0.03,0.4,0.5,0.34,0.37,0.05,1,0.25,0.61,0.11,0.23,0.44,0.45,0.44,0.25,0.25,0.33,0.29,0.34,0.26,0.21,0.5,0.05,0.44,0.33,0.48,0.28,0.56,0.53,0.21,0.36,0.51,0.31,0.7,0.59,0.85,0.83,0.49,0.16,0.2,0.3,0.19,0.81,0.86,0.06,0.81,0.01,0.66,0.71,0.69,0.74,0.15,0.14,0.12,0.12,0.91,0.11,0.35,0.3,0.43,0.41,0.49,0.34,0.29,0.66,0,0.12,0.37,0.38,0.65,0.37,0.44,0.55,0.57,0.12,0.11,0.11,0.3,0.3,0.32,0.33,0.56,0.4,0.33,0,0.01,0.09,0.67,0.47,0.66,0.58,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.21,0.9,?,?,?,?,0,?,0.65 +34,23,54705,OldBridgetownship,6,0.07,0.53,0.07,0.84,0.38,0.09,0.35,0.48,0.28,0.26,0.09,0.97,0.59,0.78,0.23,0.56,0.32,0.14,0.41,0.57,0.47,0.46,0.45,0.27,0.38,0.54,0.5,0.02,0.08,0.17,0.27,0.38,0.25,0.68,0.36,0.28,0.36,0.45,0.26,0.4,0.31,0.3,0.57,0.83,0.83,0.88,0.68,0.29,0.39,0.01,0.1,0.04,0.3,0.35,0.39,0.43,0.25,0.25,0.26,0.26,0.74,0.11,0.22,0.23,0.58,0.68,0.36,0.68,0.1,0.49,0.5,0.06,0.8,0.62,0.11,0.63,0.56,0.05,0.15,0.42,0.4,0.37,0.62,0.55,0.57,0.53,0.37,0.67,0.74,0,0,0.35,0.47,0.67,0.55,0.53,0,0.13,0.98,0.15,0.01,0.07,0.17,0.13,0.42,0.53,0.02,0.04,0,0.04,0.01,0.36,0.14,0.11,0.12,0.77,0.03,0.02,0.7,0,0.35,0.16,0.06 +42,17,34952,Hilltowntownship,7,0,0.6,0.01,0.97,0.06,0.02,0.37,0.4,0.24,0.31,0,0.17,0.55,0.78,0.94,0.72,0.36,0.13,0.4,0.5,0.41,0.39,0.09,0,0.67,0.12,0.19,0,0.07,0.16,0.27,0.37,0.05,0.71,0.6,0.29,0.5,0.37,0.23,0.27,0.2,0.22,0.56,0.86,0.88,0.84,0.78,0.42,0.44,0,0.03,0,0.28,0.21,0.36,0.4,0.06,0.04,0.06,0.06,0.92,0.03,0.23,0.27,0.66,0.65,0.52,0.84,0.05,0.18,0.5,0,0.93,0.83,0,0.4,0.63,0.03,0,0.35,0.39,0.38,0.41,0.43,0.49,0.46,0.38,0.51,0.26,0,0,0.09,0.86,0.76,0.68,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.03,0.03,?,?,?,?,0,?,0.02 +18,?,?,Vincennescity,7,0.02,0.43,0.05,0.95,0.04,0.01,0.87,0.71,0.74,0.51,0,0,0.12,0.39,0.62,0.4,0.61,0.39,0.45,0.19,0.17,0.16,0.18,0.24,0.12,0.14,0.19,0.03,0.55,0.39,0.48,0.2,0.58,0.26,0.19,0.65,0.46,0.33,0.42,0.72,0.55,0.51,0.37,0.54,0.58,0.68,0.4,0.72,0.66,0,0.12,0,1,0.98,0.83,0.71,0.08,0.06,0.05,0.04,0.96,0.02,0.16,0.13,0.29,0.35,0.24,0.54,0.07,0.64,0,0.04,0.59,0.51,0.2,0.34,0.27,0.68,0.34,0.05,0.04,0.05,0.1,0.14,0.14,0.14,0.67,0.23,0.44,0.01,0,0.02,0.82,0.49,0.57,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.26,0.03,?,?,?,?,0,?,0.06 +12,?,?,Tallahasseecity,7,0.18,0.34,0.57,0.52,0.11,0.05,0.84,0.91,0.9,0.26,0.2,1,0.2,0.73,0.22,0.42,0.27,0.21,0.32,0.31,0.28,0.35,0.2,0.2,0.23,0.25,0.32,0.23,0.59,0.19,0.23,0.66,0.33,0.54,0.04,0.69,0.15,0.63,0.47,0.87,0.54,0.53,0.35,0.36,0.38,0.46,0.33,0.75,0.79,0.12,0.64,0.04,0.58,0.57,0.62,0.63,0.18,0.16,0.16,0.14,0.89,0.05,0.16,0.11,0.27,0.36,0.25,0.34,0.19,0.65,0,0.25,0.65,0.32,0.17,0.19,0.73,0.2,0.16,0.13,0.14,0.15,0.25,0.28,0.33,0.31,0.77,0.34,0.37,0.09,0.07,0.13,0.47,0.25,0.26,0.45,0.05,0.2,0.94,0.26,0.14,0.4,0.67,0.2,0.74,0.55,0.46,0.04,0,0.35,0.07,0.43,0.28,0.18,0.16,0.16,0.23,0.06,0.9,0.5,0.68,0.18,0.82 +34,27,42510,Madisonborough,7,0.01,0.59,0.09,0.88,0.18,0.05,0.69,0.67,0.65,0.42,0.03,1,0.74,0.65,0.2,0.86,0.44,0.08,0.56,0.76,0.81,0.83,0.36,0.03,0.32,0.3,0.38,0,0.08,0.21,0.19,0.81,0.17,0.51,0.22,0.59,0.14,0.76,0.17,0.66,0.22,0.21,0.4,0.8,0.8,0.89,0.69,0.31,0.31,0,0.09,0.01,0.27,0.36,0.45,0.47,0.2,0.23,0.26,0.26,0.77,0.15,0.14,0.15,0.41,0.49,0.27,0.65,0.07,0.38,0.5,0.01,0.91,0.6,0.09,0.4,0.25,0.03,0.14,0.68,0.67,0.73,0.7,0.75,0.89,0.74,0.4,0.49,0.44,0.01,0,0.31,0.49,0.52,0.45,0.49,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.32,0.4,?,?,?,?,0,?,0.02 +53,?,?,Longviewcity,7,0.03,0.33,0.01,0.92,0.13,0.04,0.39,0.41,0.26,0.5,0.05,1,0.23,0.37,0.18,0.48,0.54,0.58,0.57,0.27,0.27,0.26,0.13,0.14,0.27,0.14,0.16,0.04,0.42,0.25,0.37,0.19,0.48,0.36,0.66,0.37,0.61,0.31,0.73,0.28,0.66,0.72,0.37,0.51,0.53,0.4,0.64,0.24,0.32,0.01,0.19,0.01,0.11,0.22,0.34,0.38,0.03,0.05,0.07,0.07,0.92,0.04,0.16,0.14,0.34,0.38,0.32,0.49,0.15,0.57,0,0.03,0.85,0.48,0.38,0.34,0.4,0.29,0.3,0.11,0.1,0.1,0.21,0.23,0.24,0.2,0.49,0.03,0.11,0.07,0,0.1,0.48,0.51,0.68,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.22,0.02,?,?,?,?,0,?,0.14 +44,1,5140,Barringtontown,7,0.01,0.53,0.01,0.98,0.06,0.01,0.36,0.32,0.2,0.45,0.03,1,0.68,0.61,0.28,0.76,0.5,0.12,0.47,0.67,0.68,0.66,0.34,0.22,0.81,0.23,0.55,0,0.03,0.09,0.17,0.76,0.21,0.56,0.33,0.76,0.12,0.8,0.15,0.3,0.23,0.2,0.49,0.9,0.92,0.93,0.83,0.31,0.36,0,0,0,0.34,0.29,0.32,0.41,0.11,0.08,0.08,0.09,0.88,0.03,0.1,0.13,0.55,0.54,0.39,0.92,0.02,0.17,0.5,0.01,0.88,0.9,0.14,0.7,0.27,0.01,0.12,0.45,0.49,0.56,0.48,0.53,0.73,0.6,0.44,0.55,0.53,0,0,0.13,0.5,0.78,0.63,0.61,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.16,0.14,?,?,?,?,0,?,0.03 +12,?,?,CoralGablescity,7,0.05,0.41,0.07,0.9,0.11,0.78,0.55,0.53,0.52,0.58,0.06,1,0.59,0.57,0.33,0.68,0.52,0.17,0.4,0.74,0.89,0.9,0.19,0.59,0.32,0.53,0.99,0.02,0.16,0.16,0.15,0.81,0.21,0.46,0.09,0.83,0.03,0.86,0.39,0.65,0.53,0.49,0.35,0.73,0.72,0.79,0.66,0.28,0.3,0.01,0.09,0.1,0.27,0.29,0.3,0.33,0.67,0.63,0.6,0.6,0.16,0.45,0.2,0.17,0.31,0.41,0.16,0.63,0.29,0.56,0,0.06,0.74,0.56,0.19,0.35,0.35,0.07,0.02,0.49,0.59,0.76,0.46,0.43,0.52,0.43,0.54,0.51,0.44,0,0,1,0.15,0.43,0.54,0.35,0.02,0.31,0.97,0.36,0.02,0.18,0.19,0.31,1,0.69,0.06,0.46,0,0.34,0.03,0.14,0.3,0.03,0.28,0.17,0.06,0.03,0.7,1,0.62,0.35,0.4 +34,37,32910,Hopatcongborough,7,0.01,0.58,0.03,0.94,0.11,0.06,0.38,0.49,0.26,0.17,0.02,1,0.6,0.83,0.4,0.57,0.23,0.13,0.33,0.56,0.43,0.42,0.35,0,0.3,0.55,0.5,0,0.07,0.14,0.22,0.32,0.25,0.78,0.45,0.23,0.35,0.39,0.27,0.38,0.27,0.27,0.6,0.87,0.89,0.92,0.79,0.36,0.52,0,0.1,0.01,0.19,0.19,0.2,0.31,0.08,0.07,0.07,0.1,0.86,0.04,0.24,0.25,0.64,0.62,0.52,0.9,0.07,0.38,0.5,0.04,0.42,0.9,0.25,0.73,0.46,0.11,0,0.37,0.35,0.31,0.65,0.67,0.8,0.85,0.63,0.79,0.76,0,0,0.18,0.65,0.68,0.48,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.12,0.1,?,?,?,?,0,?,0.05 +53,?,?,Puyallupcity,7,0.02,0.45,0.01,0.92,0.17,0.04,0.4,0.45,0.26,0.38,0.04,1,0.35,0.57,0.21,0.52,0.46,0.33,0.51,0.37,0.29,0.28,0.28,0.14,0.24,0.32,0.24,0.01,0.17,0.21,0.27,0.27,0.33,0.49,0.53,0.38,0.43,0.38,0.59,0.3,0.59,0.61,0.49,0.67,0.71,0.78,0.62,0.4,0.47,0,0.09,0.01,0.2,0.25,0.23,0.28,0.06,0.07,0.05,0.06,0.91,0.05,0.19,0.18,0.45,0.57,0.31,0.57,0.12,0.5,0.5,0.02,0.83,0.51,0.14,0.22,0.67,0.16,0.15,0.18,0.18,0.19,0.34,0.33,0.35,0.34,0.46,0.46,0.29,0,0,0.12,0.5,0.39,0.61,0.61,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.19,0.1,?,?,?,?,0,?,0.12 +22,?,?,Eunicecity,7,0,0.52,0.53,0.58,0.02,0.01,0.48,0.46,0.27,0.46,0,0,0.05,0.19,0.27,0.18,0.62,0.93,0.31,0.08,0.08,0.12,0.09,0.11,0.9,0.92,0.25,0.04,1,0.83,0.8,0.16,0.98,0.09,0.15,0.61,0.42,0.35,0.45,0.32,0.51,0.51,0.62,0.48,0.47,0.42,0.42,0.3,0.05,0.02,0.47,0,0,0,0,0.34,0,0,0,0,0.4,0.15,0.49,0.46,0.54,0.47,0.65,0.53,0.33,0.43,0.5,0.02,0.62,0.57,0.56,0.6,0.5,0.86,0.37,0.03,0.04,0.05,0.02,0.05,0.05,0.09,0.62,0.56,0.72,0,0,0,1,0.73,0.87,0.96,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.2,0.04,?,?,?,?,0,?,0.61 +34,13,13045,CityofOrangetownship,7,0.03,0.4,1,0,0.08,0.2,0.4,0.51,0.33,0.39,0.05,1,0.26,0.49,0.17,0.25,0.5,0.57,0.41,0.27,0.26,0.33,0.32,0.13,0.33,0.33,0.37,0.05,0.47,0.48,0.6,0.28,0.66,0.47,0.28,0.54,0.49,0.31,0.69,0.73,0.71,0.74,0.64,0.13,0.15,0.4,0.08,0.62,0.61,0.06,1,0.04,0.42,0.46,0.59,0.67,0.62,0.59,0.69,0.72,0.64,0.37,0.6,0.45,0.44,0.71,0.39,0.12,0.4,0.83,0,0.04,0.77,0.09,0.59,0.67,0.29,0.44,0.89,0.25,0.29,0.32,0.41,0.46,0.51,0.45,0.56,0.66,0.67,0.02,0.01,0.62,0.51,0.65,0.85,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,1,1,?,?,?,?,0,?,1 +6,?,?,AgouraHillscity,7,0.02,0.66,0.02,0.85,0.42,0.11,0.49,0.42,0.25,0.08,0.03,1,0.98,0.85,0.25,0.64,0.12,0.05,0.12,0.92,0.77,0.76,0.49,0.52,0.56,0.5,0.62,0.01,0.08,0.05,0.09,0.72,0.18,0.78,0.24,0.41,0.1,0.77,0.32,0.34,0.44,0.4,0.66,0.86,0.9,0.84,0.8,0.34,0.43,0,0.04,0.02,0.2,0.28,0.35,0.36,0.2,0.24,0.28,0.26,0.73,0.11,0.23,0.26,0.73,0.74,0.55,0.85,0.1,0.18,0.5,0.02,0.84,0.83,0.05,0.17,0.83,0,0.06,0.95,1,1,1,0.99,1,0.95,0.57,0.94,0.21,0,0,0.42,0.45,0.37,0.63,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.21,0.03,?,?,?,?,0,?,0.15 +25,21,55955,Randolphtown,7,0.03,0.49,0.16,0.78,0.34,0.03,0.32,0.44,0.28,0.48,0.05,1,0.52,0.64,0.18,0.52,0.53,0.25,0.43,0.54,0.41,0.41,0.43,0.06,0.28,0.46,0.59,0.01,0.12,0.15,0.25,0.34,0.4,0.59,0.31,0.43,0.27,0.42,0.27,0.47,0.28,0.29,0.56,0.78,0.76,0.85,0.66,0.58,0.58,0.01,0.11,0.02,0.23,0.25,0.35,0.39,0.19,0.18,0.23,0.23,0.76,0.14,0.32,0.3,0.53,0.63,0.3,0.72,0.09,0.42,0.5,0.02,0.89,0.66,0.14,0.27,0.52,0.04,0.21,0.42,0.39,0.34,0.59,0.68,0.77,0.66,0.59,0.54,0.51,0,0,0.34,0.81,0.74,0.65,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.25,0.32,?,?,?,?,0,?,0.09 +41,?,?,Portlandcity,7,0.69,0.28,0.15,0.77,0.32,0.06,0.32,0.44,0.28,0.46,0.69,1,0.23,0.5,0.25,0.5,0.47,0.32,0.46,0.27,0.32,0.34,0.21,0.15,0.22,0.26,0.29,0.57,0.38,0.19,0.28,0.41,0.38,0.52,0.33,0.48,0.41,0.46,0.81,0.54,0.76,0.81,0.37,0.46,0.49,0.56,0.43,0.53,0.57,0.27,0.32,0.22,0.53,0.52,0.55,0.61,0.28,0.25,0.24,0.24,0.84,0.14,0.25,0.18,0.27,0.35,0.24,0.45,0.16,0.62,0,0.59,0.79,0.42,0.42,0.37,0.17,0.27,0.37,0.1,0.1,0.11,0.26,0.27,0.29,0.25,0.46,0.39,0.58,0.91,0.34,0.22,0.46,0.44,0.61,0.58,0.16,0.15,0.83,0.18,0.16,0.13,0.27,0.15,0.81,0.88,0.08,0.05,0.31,0.12,0.14,0.57,0.34,0.36,0.29,0.64,0.37,0.2,0.74,0.5,0.49,0.17,0.76 +42,133,53224,Newberrytownship,7,0,0.5,0.01,0.99,0.02,0.01,0.41,0.51,0.28,0.18,0,0,0.39,0.81,0.54,0.5,0.24,0.14,0.38,0.36,0.29,0.27,0.64,0.09,0.17,0.42,0.33,0,0.06,0.28,0.38,0.21,0.13,0.79,0.46,0.18,0.66,0.25,0.48,0.29,0.39,0.44,0.49,0.78,0.79,0.79,0.85,0.75,0.79,0,0.15,0,0.13,0.1,0.2,0.36,0.01,0.01,0.01,0.02,0.98,0.03,0.13,0.15,0.55,0.54,0.44,0.89,0.05,0.38,0.5,0.01,0.83,0.88,0.15,0.66,0.75,0.15,0.21,0.17,0.15,0.14,0.23,0.24,0.29,0.27,0.18,0.35,0.12,0,0,0.03,0.89,0.65,0.66,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.03,0,?,?,?,?,0,?,0.02 +25,17,31540,Hudsontown,7,0.01,0.47,0.02,0.96,0.07,0.05,0.35,0.49,0.29,0.33,0.03,0.95,0.55,0.66,0.18,0.56,0.4,0.19,0.38,0.56,0.45,0.43,0.8,0.84,0.37,0.13,0.41,0,0.08,0.31,0.39,0.37,0.32,0.71,0.87,0.28,0.4,0.57,0.31,0.44,0.3,0.31,0.53,0.81,0.83,0.79,0.79,0.56,0.64,0,0.1,0.02,0.16,0.19,0.25,0.25,0.16,0.17,0.2,0.18,0.68,0.28,0.23,0.23,0.51,0.6,0.31,0.69,0.06,0.42,0.5,0.02,0.82,0.63,0.07,0.37,0.5,0.13,0.42,0.46,0.42,0.37,0.42,0.5,0.59,0.54,0.5,0.51,0.5,0,0,0.42,0.7,0.74,0.85,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.12,0.03,?,?,?,?,0,?,0.06 +34,7,28770,Haddonfieldborough,7,0,0.41,0.03,0.97,0.05,0.01,0.31,0.3,0.18,0.57,0.02,1,0.74,0.55,0.21,0.88,0.55,0.06,0.69,0.78,0.81,0.8,0.36,0.46,0.77,0.04,0.43,0,0.06,0.07,0.13,0.92,0.04,0.52,0.2,0.9,0.05,0.98,0.18,0.34,0.27,0.24,0.42,0.84,0.86,0.98,0.73,0.48,0.51,0,0.09,0,0.25,0.24,0.27,0.25,0.06,0.05,0.05,0.04,0.93,0.02,0.14,0.15,0.43,0.47,0.14,0.88,0.01,0.2,0.5,0.01,0.89,0.83,0.05,0.55,0,0.02,0.07,0.43,0.48,0.56,0.57,0.56,0.64,0.56,0.53,0.49,0.68,0,0,0.09,0.42,0.84,0.79,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.34,0.75,?,?,?,?,0,?,0.03 +48,?,?,TheColonycity,7,0.02,0.76,0.09,0.83,0.11,0.16,0.39,0.51,0.19,0,0,0,0.51,0.98,0.08,0.4,0.03,0.04,0.08,0.44,0.31,0.31,0.29,0.21,0.23,0.27,0.33,0.01,0.06,0.08,0.15,0.34,0.25,0.9,0.47,0.16,0.3,0.38,0.32,0.19,0.36,0.35,0.76,0.89,0.89,0.88,0.85,0.76,0.74,0,0.06,0.01,0.16,0.23,0.39,0.4,0.06,0.07,0.11,0.1,0.84,0.1,0.3,0.35,0.84,0.76,0.95,0.71,0.21,0.07,0.5,0.02,0.8,0.74,0.02,0.4,0.85,0.08,0.05,0.16,0.13,0.12,0.58,0.5,0.5,0.61,0.4,0.57,0.47,0,0,0.15,0.46,0.38,0.3,0.52,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.16,0.03,?,?,?,?,0,?,0.06 +6,?,?,PortHuenemecity,7,0.02,0.63,0.11,0.6,0.42,0.55,0.45,0.63,0.42,0.31,0.03,1,0.36,0.56,0.17,0.44,0.4,0.41,0.58,0.33,0.29,0.32,0.27,0.2,0.26,0.25,0.3,0.01,0.22,0.32,0.35,0.24,0.28,0.65,0.3,0.27,0.35,0.38,0.58,0.57,0.67,0.64,0.65,0.59,0.58,0.63,0.51,0.68,0.57,0.01,0.28,0.02,0.2,0.35,0.43,0.43,0.22,0.33,0.37,0.34,0.52,0.37,0.58,0.52,0.6,0.43,0.75,0.25,0.63,0.64,0,0.04,0.59,0.34,0,0.14,0.63,0.08,0.07,0.51,0.48,0.44,0.64,0.65,0.75,0.64,0.65,0.84,0.24,0,0,0.45,0.35,0.3,0.4,0.39,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.38,0.07,?,?,?,?,0,?,0.2 +22,?,?,WestMonroecity,7,0.01,0.3,0.34,0.73,0.01,0.02,0.39,0.45,0.3,0.59,0.02,1,0.11,0.34,0.38,0.31,0.58,0.42,0.47,0.15,0.22,0.26,0.12,0.2,0.3,0.16,0.2,0.03,0.56,0.4,0.5,0.26,0.48,0.29,0.29,0.46,0.36,0.38,0.72,0.31,0.69,0.74,0.37,0.37,0.37,0.37,0.24,0.66,0.42,0.01,0.41,0,0.94,0.69,0.57,0.54,0.06,0.04,0.03,0.03,0.97,0.01,0.2,0.17,0.31,0.27,0.39,0.43,0.18,0.64,0,0.03,0.57,0.46,0.13,0.6,0.42,0.45,0.39,0.05,0.06,0.07,0.12,0.15,0.15,0.18,0.57,0.2,0.5,0,0,0.02,0.8,0.55,0.8,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.16,0,?,?,?,?,0,?,0.25 +55,133,10025,Brookfieldcity,7,0.04,0.59,0.01,0.96,0.15,0.01,0.38,0.29,0.19,0.41,0.06,1,0.75,0.68,0.17,0.92,0.47,0.07,0.6,0.69,0.68,0.65,0.56,0.11,0.72,0.77,0.43,0,0.01,0.11,0.13,0.68,0.07,0.57,0.44,0.47,0.19,0.72,0.08,0.25,0.09,0.08,0.52,0.96,0.97,0.98,0.85,0.43,0.43,0,0.02,0.01,0.13,0.11,0.15,0.22,0.06,0.04,0.05,0.07,0.87,0.04,0.19,0.23,0.64,0.63,0.38,0.95,0.02,0.09,0.5,0.01,0.93,0.94,0.05,0.22,0.52,0,0.17,0.28,0.29,0.32,0.64,0.66,0.83,0.73,0.35,0.41,0.28,0,0,0.17,0.7,0.68,0.53,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.11,0.06,?,?,?,?,0,?,0.07 +39,113,40040,Ketteringcity,7,0.08,0.27,0.01,0.97,0.07,0.01,0.27,0.4,0.23,0.57,0.1,1,0.38,0.53,0.2,0.66,0.53,0.14,0.73,0.4,0.48,0.46,0.43,0.11,0.42,0.42,0.77,0.02,0.1,0.14,0.21,0.46,0.14,0.55,0.48,0.5,0.28,0.6,0.43,0.3,0.49,0.48,0.31,0.7,0.74,0.79,0.66,0.51,0.56,0.01,0.07,0.01,0.34,0.34,0.39,0.37,0.07,0.06,0.07,0.06,0.94,0.03,0.08,0.08,0.29,0.37,0.16,0.65,0.04,0.42,0.5,0.05,0.88,0.59,0.07,0.19,0.4,0.05,0.1,0.16,0.15,0.16,0.3,0.32,0.35,0.32,0.31,0.17,0.22,0,0,0.09,0.69,0.6,0.76,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.27,0.1,?,?,?,?,0,?,0.06 +6,?,?,Lompoccity,7,0.04,0.62,0.15,0.55,0.33,0.5,0.34,0.49,0.26,0.26,0.06,1,0.33,0.6,0.32,0.38,0.34,0.54,0.55,0.32,0.28,0.31,0.45,0.17,0.24,0.21,0.31,0.05,0.39,0.31,0.36,0.21,0.47,0.43,0.35,0.26,0.36,0.3,0.72,0.45,0.71,0.73,0.6,0.52,0.53,0.55,0.47,0.38,0.41,0.03,0.4,0.03,0.55,0.54,0.54,0.6,0.51,0.44,0.4,0.42,0.61,0.42,0.46,0.42,0.58,0.51,0.66,0.35,0.5,0.55,0,0.04,0.78,0.4,0.02,0.19,0.63,0.27,0.2,0.38,0.35,0.33,0.42,0.41,0.48,0.4,0.63,0.65,0.21,0.01,0.27,0.4,0.44,0.27,0.56,0.56,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.28,0.02,?,?,?,?,0,?,0.19 +39,49,79002,UpperArlingtoncity,7,0.04,0.33,0,0.96,0.14,0.01,0.28,0.24,0.14,0.62,0.05,1,0.68,0.5,0.36,0.93,0.56,0.07,0.71,0.72,0.87,0.85,0.38,0.2,0.59,0.05,1,0,0.02,0.04,0.04,0.98,0.04,0.51,0.15,0.94,0.02,1,0.18,0.22,0.32,0.27,0.35,0.85,0.91,0.91,0.77,0.46,0.45,0,0.02,0.01,0.35,0.27,0.33,0.37,0.12,0.08,0.09,0.09,0.9,0.04,0.09,0.1,0.36,0.4,0.12,0.86,0.01,0.23,0.5,0.02,0.91,0.8,0,0.28,0.38,0.01,0,0.31,0.35,0.38,0.47,0.45,0.51,0.48,0.31,0.27,0.21,0,0,0.14,0.65,0.7,0.84,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.3,0.09,?,?,?,?,0,?,0.06 +29,?,?,Fultoncity,7,0,0.58,0.22,0.82,0.03,0.01,0.68,0.61,0.59,0.55,0,0,0.2,0.35,0.54,0.4,0.69,0.32,0.55,0.23,0.18,0.18,0.18,0.25,0.15,0.36,0.52,0.01,0.29,0.55,0.59,0.24,0.19,0.27,0.19,0.93,0.35,0.43,0.63,0.59,0.5,0.58,0.36,0.47,0.49,0.52,0.28,0.82,0.83,0,0.2,0,0.15,0.11,0.25,0.29,0.01,0.01,0.02,0.02,0.95,0.02,0.13,0.12,0.29,0.31,0.31,0.54,0.07,0.55,0,0.02,0.64,0.54,0.28,0.75,0.48,0.53,0.32,0.06,0.06,0.06,0.06,0.1,0.1,0.13,0.39,0.17,0.31,0,0,0.03,0.72,0.49,0.49,0.57,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.08,0,?,?,?,?,0,?,0.16 +48,?,?,Midlandcity,7,0.13,0.46,0.18,0.69,0.06,0.39,0.39,0.44,0.25,0.28,0.14,1,0.33,0.63,0.58,0.49,0.36,0.21,0.27,0.34,0.38,0.44,0.17,0.23,0.48,0.18,0.22,0.12,0.38,0.32,0.37,0.46,0.38,0.55,0.08,0.37,0.22,0.53,0.5,0.24,0.57,0.56,0.57,0.68,0.67,0.73,0.62,0.41,0.4,0.04,0.2,0.04,0.31,0.33,0.4,0.53,0.14,0.13,0.14,0.17,0.65,0.26,0.3,0.28,0.5,0.57,0.4,0.58,0.28,0.48,0.5,0.28,0.42,0.55,0.32,0.44,0.69,0.48,0.23,0.08,0.11,0.13,0.17,0.2,0.25,0.22,0.27,0.38,0.37,0.04,0.01,0.18,0.69,0.42,0.59,0.76,0.02,0.14,0.97,0.16,0.03,0.11,0.25,0.14,0.9,0.75,0.07,0.34,0,0.28,0.01,0.5,0.15,0.19,0.11,0.01,0.16,0.02,0.66,0,0.27,0.1,0.19 +41,?,?,Greshamcity,7,0.09,0.44,0.02,0.91,0.17,0.06,0.43,0.48,0.3,0.3,0.11,1,0.33,0.66,0.33,0.44,0.36,0.22,0.43,0.34,0.29,0.28,0.29,0.19,0.29,0.22,0.28,0.05,0.21,0.17,0.27,0.24,0.24,0.64,0.35,0.32,0.42,0.32,0.56,0.35,0.61,0.61,0.47,0.65,0.68,0.7,0.63,0.52,0.59,0.02,0.17,0.02,0.39,0.47,0.5,0.47,0.14,0.15,0.14,0.12,0.89,0.09,0.19,0.18,0.47,0.55,0.38,0.53,0.13,0.45,0.5,0.07,0.83,0.49,0.14,0.2,0.73,0.15,0.09,0.15,0.13,0.13,0.35,0.32,0.35,0.31,0.48,0.41,0.56,0.01,0,0.15,0.51,0.43,0.6,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.26,0.32,?,?,?,?,0,?,0.14 +34,17,36510,Kearnytown,7,0.04,0.52,0.02,0.86,0.29,0.32,0.37,0.52,0.32,0.44,0.06,1,0.43,0.62,0.16,0.52,0.53,0.23,0.51,0.43,0.36,0.36,0.21,0.27,0.25,0.38,0.48,0.02,0.15,0.52,0.55,0.23,0.38,0.54,0.43,0.3,0.54,0.3,0.28,0.57,0.3,0.3,0.58,0.73,0.74,0.78,0.64,0.39,0.48,0.01,0.13,0.06,0.41,0.49,0.48,0.49,0.77,0.81,0.72,0.67,0.38,0.52,0.3,0.29,0.55,0.64,0.49,0.4,0.18,0.62,0,0.05,0.72,0.37,0.09,0.48,0,0.11,0.18,0.42,0.42,0.39,0.52,0.5,0.54,0.53,0.37,0.56,0.82,0,0,0.8,0.6,0.71,0.7,0.72,0.02,0.37,0.98,0.39,0,0.07,0.05,0.37,0.81,0.99,0,0.02,0,0.01,0.02,0.64,0.37,0.02,0.32,0.56,0.02,0.02,0.57,0,0.47,0.29,0.18 +34,17,66570,Secaucustown,7,0.01,0.42,0.05,0.88,0.3,0.14,0.28,0.41,0.27,0.56,0.02,1,0.66,0.6,0.44,0.65,0.5,0.15,0.53,0.67,0.61,0.58,0.64,0.13,0.63,0.46,0.69,0.01,0.12,0.33,0.45,0.38,0.2,0.49,0.31,0.26,0.3,0.58,0.38,0.56,0.34,0.37,0.43,0.72,0.72,0.88,0.91,0.24,0.36,0,0.13,0.01,0.31,0.4,0.47,0.48,0.28,0.32,0.34,0.32,0.68,0.08,0.2,0.19,0.38,0.46,0.27,0.63,0.1,0.64,0,0.03,0.57,0.58,0.02,0.42,0.56,0.02,0.41,0.56,0.55,0.52,0.5,0.61,0.75,0.64,0.42,0.52,0.75,0,0,0.38,0.65,0.76,0.67,0.58,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.2,0.77,?,?,?,?,0,?,0.11 +42,43,75672,Swataratownship,7,0.02,0.4,0.18,0.83,0.07,0.04,0.3,0.41,0.24,0.57,0.03,1,0.37,0.57,0.26,0.62,0.52,0.13,0.77,0.38,0.32,0.32,0.32,0.11,0.29,0.32,0.45,0.01,0.16,0.34,0.4,0.23,0.19,0.53,0.24,0.36,0.35,0.38,0.5,0.38,0.4,0.46,0.37,0.7,0.72,0.89,0.71,0.66,0.71,0,0.09,0,0.08,0.06,0.12,0.16,0.02,0.01,0.02,0.03,0.88,0.03,0.09,0.1,0.37,0.43,0.22,0.71,0.04,0.36,0.5,0.01,0.89,0.66,0.08,0.11,0.48,0.05,0.16,0.16,0.15,0.13,0.25,0.3,0.33,0.28,0.35,0.28,0.31,0,0,0.1,0.87,0.72,0.82,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.12,0.14,?,?,?,?,0,?,0.22 +34,25,45990,Middletowntownship,7,0.09,0.62,0.04,0.93,0.16,0.05,0.43,0.42,0.29,0.37,0.11,1,0.7,0.68,0.22,0.66,0.48,0.15,0.53,0.69,0.58,0.56,0.34,0.25,0.58,0.3,0.73,0.01,0.05,0.16,0.24,0.48,0.26,0.58,0.25,0.42,0.23,0.61,0.16,0.4,0.2,0.19,0.64,0.91,0.9,0.91,0.83,0.31,0.39,0.01,0.06,0.03,0.14,0.15,0.23,0.25,0.07,0.07,0.09,0.09,0.86,0.05,0.28,0.3,0.66,0.69,0.31,0.89,0.04,0.27,0.5,0.04,0.88,0.84,0.2,0.49,0.54,0.02,0.1,0.47,0.48,0.54,0.46,0.61,0.75,0.65,0.59,0.6,0.81,0,0,0.2,0.55,0.8,0.73,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.14,0.54,?,?,?,?,0,?,0.03 +4,?,?,BullheadCitycity,7,0.02,0.35,0.01,0.93,0.04,0.12,0.22,0.28,0.17,0.76,0,0,0.22,0.38,0.16,0.36,0.7,0.25,0.88,0.21,0.25,0.24,0.24,0.2,0.21,0.25,0.32,0.02,0.33,0.19,0.47,0.14,0.41,0.31,0.03,0.11,0.25,0.22,0.87,0.17,0.67,0.79,0.2,0.53,0.49,0.66,0.63,0.52,0.67,0,0.08,0.01,0.3,0.32,0.36,0.34,0.08,0.08,0.08,0.07,0.9,0.06,0.16,0.15,0.31,0.2,0.49,0.47,0.21,0.75,0,0.25,0,0.55,0.03,0.25,0.83,0.9,0.18,0.21,0.21,0.25,0.38,0.37,0.42,0.42,0.65,0.62,0.46,0,0,0.11,0,0.22,0.11,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.04,0.06,?,?,?,?,0,?,0.33 +36,89,54485,Ogdensburgcity,7,0.01,0.67,0.16,0.82,0.04,0.1,0.42,0.56,0.37,0.47,0,0,0.19,0.37,0.13,0.37,0.63,0.5,0.74,0.23,0.21,0.17,0.5,0.11,0.77,0.12,0.15,0.01,0.36,0.37,0.56,0.17,0.61,0.13,0.27,0.79,0.43,0.34,0.43,0.73,0.54,0.5,0.52,0.51,0.56,0.75,0.69,0.79,0.69,0.01,0.24,0,0.13,0.15,0.25,0.32,0.05,0.05,0.07,0.08,0.85,0.12,0.27,0.24,0.44,0.53,0.33,0.56,0.05,0.47,0.5,0.01,0.8,0.51,0.5,0.65,0,0.35,0.34,0.04,0.04,0.04,0.16,0.18,0.17,0.16,0.37,0.27,0.4,0,0,0.15,0.91,0.59,0.67,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.22,0.04,?,?,?,?,0,?,0 +36,71,29553,Goshentown,7,0,0.8,0.14,0.86,0.07,0.08,0.46,0.47,0.32,0.37,0,0,0.58,0.79,0.86,0.58,0.34,0.16,0.41,0.6,0.39,0.39,0.23,0.13,0.8,0.16,0.3,0,0.11,0.32,0.38,0.38,0.28,0.43,0.26,0.66,0.23,0.54,0.39,0.56,0.28,0.34,0.63,0.81,0.78,0.92,0.77,0.58,0.66,0,0.17,0,0.22,0.22,0.23,0.3,0.09,0.08,0.08,0.09,0.83,0.06,0.33,0.34,0.63,0.7,0.43,0.71,0.09,0.36,0.5,0.01,0.73,0.66,0.18,0.68,0.48,0.08,0.36,0.4,0.41,0.42,0.54,0.56,0.61,0.57,0.41,0.53,0.51,0.01,0,0.18,0.79,0.67,0.66,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.13,0.02,0.14,?,?,?,?,0,?,0.01 +25,23,31645,Hulltown,7,0,0.49,0.02,0.98,0.04,0.02,0.35,0.51,0.3,0.34,0.02,1,0.43,0.66,0.05,0.41,0.41,0.34,0.39,0.42,0.4,0.39,0.24,0.45,0.23,0.03,0.24,0.01,0.2,0.12,0.23,0.31,0.47,0.58,0.24,0.37,0.32,0.47,0.55,0.58,0.58,0.58,0.57,0.54,0.56,0.81,0.48,0.29,0.44,0,0.23,0,0.09,0.14,0.22,0.28,0.03,0.05,0.07,0.08,0.87,0.07,0.38,0.35,0.53,0.56,0.47,0.62,0.05,0.4,0.5,0.08,0,0.61,1,0.72,0.13,0.07,0.69,0.39,0.38,0.38,0.62,0.65,0.81,0.75,0.67,0.63,0.39,0.03,0,0.16,0.82,0.67,0.58,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.29,0.48,?,?,?,?,0,?,0.37 +44,7,80780,Woonsocketcity,7,0.05,0.36,0.05,0.9,0.18,0.05,0.38,0.51,0.33,0.52,0.07,1,0.23,0.42,0.14,0.41,0.57,0.55,0.5,0.26,0.23,0.23,0.22,0.29,0.21,0.16,0.16,0.05,0.36,0.69,0.78,0.13,0.62,0.41,0.69,0.31,0.72,0.21,0.49,0.48,0.49,0.51,0.44,0.44,0.49,0.38,0.48,0.39,0.45,0.04,0.37,0.02,0.21,0.24,0.34,0.46,0.1,0.1,0.13,0.17,0.5,0.21,0.18,0.16,0.37,0.54,0.35,0.21,0.11,0.67,0,0.06,0.76,0.19,0.1,0.33,0,0.44,0.34,0.31,0.28,0.25,0.22,0.3,0.33,0.31,0.51,0.47,0.76,0.03,0,0.2,0.72,0.62,0.83,0.65,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.48,0.07,?,?,?,?,0,?,0.15 +9,5,60750,Plymouthtown,7,0,0.48,0.01,0.99,0.02,0.02,0.38,0.44,0.27,0.43,0.01,0.73,0.49,0.62,0.5,0.66,0.54,0.14,0.67,0.48,0.39,0.38,0.36,0,0.53,0,0.56,0,0.07,0.35,0.43,0.21,0.19,0.67,0.74,0.29,0.47,0.31,0.37,0.37,0.29,0.34,0.51,0.82,0.82,0.83,0.81,0.51,0.71,0,0.08,0,0.16,0.18,0.16,0.17,0.05,0.05,0.04,0.04,0.84,0.07,0.17,0.18,0.53,0.56,0.33,0.8,0.07,0.42,0.5,0.01,0.82,0.76,0.34,0.62,0.31,0.05,0.2,0.38,0.36,0.32,0.35,0.38,0.44,0.42,0.26,0.56,0.53,0,0,0.13,0.79,0.81,0.69,0.88,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.04,0,?,?,?,?,0,?,0.04 +42,17,8760,Bristolborough,7,0,0.43,0.15,0.83,0.02,0.16,0.35,0.47,0.28,0.63,0.02,1,0.24,0.43,0.08,0.45,0.71,0.4,0.59,0.3,0.23,0.23,0.21,0.42,0.35,0.24,0.3,0.01,0.27,0.52,0.67,0.12,0.55,0.43,0.65,0.37,0.73,0.23,0.5,0.51,0.5,0.52,0.59,0.56,0.52,0.7,0.57,0.47,0.49,0.01,0.27,0,0.05,0.29,0.38,0.32,0.01,0.04,0.05,0.04,0.76,0.14,0.42,0.35,0.46,0.57,0.32,0.57,0.11,0.49,0.5,0.01,0.84,0.51,0.37,0.36,0,0.16,0.09,0.18,0.17,0.14,0.28,0.32,0.35,0.34,0.58,0.55,0.96,0,0,0.07,0.8,0.78,0.94,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.5,0.17,?,?,?,?,0,?,0.35 +6,?,?,Moorparkcity,7,0.02,0.8,0.03,0.68,0.41,0.41,0.35,0.46,0.22,0.08,0.04,1,0.8,0.88,0.35,0.5,0.12,0.15,0.19,0.71,0.48,0.51,0.56,0.33,0.47,0.3,0.41,0.01,0.1,0.24,0.23,0.45,0.18,0.82,0.55,0.23,0.29,0.57,0.31,0.31,0.31,0.32,0.8,0.9,0.85,0.91,0.88,0.48,0.5,0.01,0.15,0.03,0.27,0.35,0.43,0.45,0.29,0.33,0.37,0.35,0.58,0.35,0.5,0.55,0.88,0.81,0.95,0.76,0.39,0.21,0.5,0.01,0.88,0.78,0,0.12,0.94,0.05,0.27,0.71,0.75,0.76,0.95,0.9,0.99,0.89,0.6,1,0.35,0,0,0.45,0.53,0.14,0.34,0.65,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.17,0.01,?,?,?,?,0,?,0.1 +13,?,?,Tiftoncity,7,0.01,0.49,0.48,0.59,0.05,0.05,0.6,0.58,0.47,0.42,0,0,0.15,0.43,0.35,0.3,0.46,0.7,0.3,0.17,0.2,0.27,0.1,0.04,0.4,0.33,0.41,0.03,0.7,0.47,0.6,0.29,0.47,0.42,0.38,0.45,0.52,0.37,0.6,0.53,0.69,0.68,0.51,0.32,0.29,0.1,0.44,0.49,0.52,0.02,0.62,0,1,1,0.96,0.81,0.24,0.16,0.12,0.09,0.93,0.09,0.29,0.25,0.43,0.45,0.45,0.36,0.23,0.53,0.5,0.03,0.63,0.37,0.12,0.39,0.56,0.92,0.41,0.08,0.08,0.09,0.06,0.11,0.15,0.14,0.47,0.35,0.31,0.05,0,0.06,0.82,0.43,0.6,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0.04,?,?,?,?,0,?,0.46 +39,?,?,NorthCantoncity,7,0.01,0.28,0.01,0.98,0.05,0.01,0.27,0.35,0.2,0.62,0.02,1,0.34,0.52,0.05,0.68,0.57,0.09,0.67,0.4,0.47,0.44,0,0.11,1,0.01,0.6,0.01,0.12,0.13,0.19,0.48,0.22,0.49,0.5,0.51,0.26,0.58,0.37,0.24,0.43,0.42,0.31,0.77,0.82,0.85,0.48,0.58,0.64,0,0.01,0,0,0.06,0.17,0.19,0,0.01,0.03,0.03,0.94,0.03,0.08,0.09,0.29,0.38,0.11,0.72,0.02,0.39,0.5,0.01,0.88,0.65,0,0.29,0.48,0.03,0,0.15,0.14,0.14,0.3,0.28,0.28,0.28,0.35,0.13,0.11,0,0,0.09,0.79,0.63,0.79,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.22,0.02,?,?,?,?,0,?,0.04 +40,?,?,Shawneecity,7,0.03,0.37,0.07,0.74,0.05,0.03,0.52,0.52,0.42,0.57,0,0,0.12,0.3,0.33,0.36,0.67,0.53,0.53,0.17,0.18,0.19,0.18,0.1,0.32,0.34,0.23,0.05,0.56,0.4,0.53,0.21,0.61,0.26,0.32,0.48,0.45,0.4,0.6,0.35,0.56,0.61,0.4,0.54,0.53,0.55,0.48,0.48,0.46,0.01,0.16,0,0.38,0.35,0.35,0.38,0.03,0.02,0.02,0.02,0.95,0.02,0.21,0.18,0.34,0.32,0.39,0.55,0.12,0.57,0,0.08,0.48,0.57,0.21,0.72,0.42,0.68,0.32,0.04,0.04,0.06,0.08,0.14,0.14,0.16,0.6,0.34,0.4,0,0.02,0.03,0.73,0.5,0.61,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.05,0.01,?,?,?,?,0,?,0.18 +6,?,?,Bakersfieldcity,7,0.26,0.52,0.18,0.58,0.22,0.38,0.43,0.52,0.31,0.27,0.28,1,0.34,0.6,0.3,0.35,0.33,0.58,0.35,0.34,0.31,0.36,0.21,0.21,0.33,0.23,0.3,0.23,0.39,0.27,0.38,0.31,0.45,0.51,0.11,0.45,0.32,0.43,0.63,0.39,0.69,0.69,0.58,0.51,0.52,0.48,0.53,0.32,0.36,0.15,0.42,0.09,0.31,0.44,0.52,0.58,0.17,0.21,0.23,0.24,0.7,0.22,0.38,0.35,0.54,0.57,0.53,0.45,0.35,0.52,0.5,0.2,0.79,0.45,0.31,0.24,0.73,0.23,0.21,0.2,0.19,0.2,0.33,0.33,0.38,0.34,0.61,0.56,0.32,0.2,0.07,0.23,0.6,0.33,0.65,0.71,0.04,0.1,0.95,0.13,0.1,0.19,0.56,0.1,0.67,0.8,0.12,0.17,0.16,0.21,0.09,0.57,0.29,0.27,0.16,0.07,0.19,0.06,0.76,0,1,0.12,0.4 +55,139,60500,Oshkoshcity,7,0.07,0.42,0.02,0.95,0.13,0.01,0.62,0.69,0.62,0.44,0.09,1,0.22,0.52,0.13,0.6,0.53,0.3,0.47,0.26,0.23,0.22,0.18,0.15,0.2,0.21,0.24,0.06,0.33,0.29,0.36,0.31,0.27,0.49,0.63,0.46,0.56,0.35,0.4,0.63,0.36,0.39,0.4,0.63,0.7,0.7,0.56,0.57,0.64,0.01,0.14,0.01,0.39,0.39,0.41,0.51,0.08,0.07,0.07,0.07,0.94,0.04,0.15,0.13,0.34,0.4,0.3,0.5,0.07,0.51,0.5,0.04,0.86,0.47,0.04,0.44,0.27,0.15,0.21,0.09,0.08,0.08,0.22,0.24,0.24,0.23,0.45,0.4,0.4,0.01,0,0.08,0.87,0.47,0.61,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.26,0.11,?,?,?,?,0,?,0.06 +34,31,63150,Ringwoodborough,7,0,0.72,0.04,0.93,0.08,0.04,0.45,0.44,0.31,0.16,0.02,1,0.8,0.88,0.14,0.67,0.23,0.14,0.39,0.71,0.59,0.58,0.39,0.14,0.53,0.41,0.67,0,0.03,0.06,0.16,0.51,0.33,0.75,0.41,0.45,0.22,0.62,0.18,0.41,0.21,0.2,0.69,0.93,0.89,0.94,0.83,0.11,0.35,0,0.06,0.01,0.09,0.13,0.17,0.19,0.05,0.07,0.08,0.08,0.83,0.03,0.31,0.36,0.79,0.75,0.63,0.96,0.05,0.11,0.5,0.01,0.84,0.95,0.08,0.75,0.5,0,0,0.52,0.49,0.47,0.82,0.88,1,0.97,0.56,0.75,0.81,0,0,0.25,0.58,0.89,0.69,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.04,0.18,?,?,?,?,0,?,0.01 +34,29,37380,Laceytownship,7,0.02,0.51,0.01,0.99,0.02,0.03,0.39,0.37,0.23,0.61,0,0,0.42,0.48,0.07,0.58,0.68,0.15,0.78,0.41,0.33,0.32,0.01,0.27,0.89,0.32,0.55,0.01,0.1,0.26,0.39,0.21,0.37,0.43,0.21,0.45,0.33,0.37,0.23,0.27,0.25,0.25,0.49,0.82,0.8,0.9,0.77,0.42,0.52,0,0.04,0.01,0.15,0.11,0.1,0.11,0.04,0.03,0.02,0.02,0.89,0.04,0.2,0.22,0.55,0.5,0.71,0.88,0.04,0.37,0.5,0.08,0.29,0.9,0.02,0.8,0.77,0.03,0.08,0.32,0.31,0.33,0.68,0.65,0.67,0.77,0.69,0.68,0.79,0,0,0.12,0.76,0.62,0.65,0.89,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.24,0.02,0.07,?,?,?,?,0,?,0.03 +42,3,61000,Pittsburghcity,7,0.58,0.31,0.5,0.58,0.1,0.02,0.44,0.52,0.42,0.6,0.59,1,0.15,0.31,0.1,0.44,0.64,0.67,0.59,0.2,0.25,0.31,0.19,0.22,0.24,0.21,0.38,0.69,0.57,0.31,0.47,0.31,0.6,0.26,0.16,0.76,0.28,0.44,0.55,0.72,0.5,0.54,0.4,0.25,0.29,0.31,0.28,0.31,0.31,0.49,0.63,0.11,0.51,0.5,0.49,0.45,0.16,0.14,0.12,0.11,0.87,0.06,0.23,0.17,0.27,0.38,0.22,0.45,0.09,0.61,0,0.89,0.6,0.41,1,0.65,0,0.17,0.33,0.05,0.04,0.05,0.15,0.22,0.26,0.22,0.63,0.32,0.58,0.41,0.15,0.13,0.84,0.69,0.82,0.78,0.04,0.04,0.95,0.06,0,0,0,0.04,0.56,0.88,0.19,0,0,0.13,0.07,0.64,0.74,0.16,0.56,1,0.11,0.03,0.96,0,0.89,0.02,0.52 +19,?,?,Ankenycity,7,0.01,0.48,0.01,0.99,0.03,0.01,0.54,0.64,0.45,0.13,0,0,0.41,0.87,0.38,0.61,0.16,0.1,0.2,0.42,0.32,0.31,0.15,0,0.23,0.36,0.33,0.01,0.14,0.06,0.08,0.47,0.06,0.92,0.22,0.49,0.24,0.51,0.31,0.36,0.35,0.34,0.51,0.81,0.87,0.82,0.78,0.83,0.82,0,0.07,0,0.15,0.28,0.3,0.36,0.01,0.01,0.01,0.01,0.97,0.01,0.12,0.12,0.51,0.64,0.3,0.65,0.08,0.46,0.5,0.01,0.9,0.58,0.03,0.15,0.71,0.05,0,0.16,0.13,0.12,0.31,0.29,0.28,0.29,0.28,0.32,0.32,0,0,0.01,0.81,0.39,0.52,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.12,0.01,?,?,?,?,0,?,0.03 +19,13,94597,Waterloocity,7,0.09,0.34,0.24,0.8,0.04,0.01,0.39,0.41,0.26,0.51,0.11,1,0.2,0.35,0.42,0.49,0.6,0.51,0.67,0.23,0.25,0.26,0.19,0.06,0.48,0.15,0.23,0.1,0.44,0.28,0.37,0.21,0.46,0.38,0.51,0.44,0.49,0.33,0.53,0.35,0.5,0.54,0.4,0.49,0.51,0.45,0.55,0.59,0.57,0.05,0.32,0,0.13,0.14,0.15,0.16,0.01,0.01,0.01,0.01,0.96,0.02,0.18,0.16,0.36,0.4,0.3,0.61,0.09,0.55,0,0.1,0.73,0.59,0.59,0.64,0.33,0.24,0.19,0.04,0.04,0.05,0.14,0.16,0.15,0.17,0.45,0.13,0.47,0.01,0.01,0.02,0.82,0.63,0.83,0.81,0.01,0.15,0.98,0.19,0.01,0.1,0.2,0.15,0.77,0.96,0.07,0,0,0.05,0.02,0.5,0.45,0.17,0.09,0.08,0.02,0.01,0.74,1,0.45,0.1,0.27 +9,1,18500,Danburytown,7,0.09,0.47,0.13,0.8,0.24,0.14,0.37,0.54,0.34,0.35,0.1,1,0.53,0.69,0.13,0.58,0.41,0.18,0.41,0.55,0.49,0.5,0.34,0.27,0.28,0.28,0.38,0.03,0.14,0.34,0.4,0.43,0.32,0.63,0.61,0.35,0.38,0.49,0.43,0.52,0.41,0.44,0.51,0.7,0.69,0.74,0.75,0.5,0.53,0.03,0.24,0.07,0.42,0.53,0.54,0.58,0.44,0.49,0.46,0.45,0.65,0.31,0.27,0.24,0.46,0.5,0.41,0.53,0.19,0.54,0.5,0.1,0.72,0.51,0.09,0.46,0.52,0.13,0.38,0.5,0.49,0.49,0.49,0.57,0.67,0.62,0.5,0.63,0.61,0.04,0.09,0.44,0.41,0.56,0.62,0.41,0.02,0.19,0.98,0.2,0.05,0.32,0.54,0.19,0.45,0.5,0.1,0.06,0,0.1,0.1,0.64,0.42,0.12,0.13,0.13,0.04,0.04,0.48,0,1,0.3,0.11 +9,1,77200,Trumbulltown,7,0.04,0.59,0.02,0.96,0.1,0.03,0.34,0.34,0.23,0.51,0.05,1,0.81,0.6,0.18,0.85,0.6,0.09,0.62,0.77,0.68,0.65,1,0.17,0.37,0,0.65,0.01,0.04,0.26,0.26,0.58,0.24,0.54,0.47,0.49,0.14,0.7,0.08,0.32,0.13,0.11,0.56,0.94,0.92,0.96,0.84,0.29,0.43,0,0.05,0.02,0.14,0.16,0.18,0.2,0.09,0.1,0.1,0.1,0.76,0.07,0.2,0.23,0.64,0.63,0.43,0.96,0.02,0.12,0.5,0.01,0.94,0.95,0.09,0.41,0.46,0.01,0.13,0.66,0.65,0.64,0.15,0.62,1,0.82,0.28,0.55,0.6,0,0,0.28,0.59,0.88,0.85,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.11,0.08,?,?,?,?,0,?,0.03 +25,27,61800,Shrewsburytown,7,0.02,0.41,0.02,0.93,0.23,0.02,0.31,0.41,0.24,0.45,0.04,0.92,0.54,0.6,0.4,0.58,0.47,0.1,0.5,0.58,0.53,0.51,0.48,0.25,0.53,0.34,0.52,0.01,0.09,0.13,0.2,0.59,0.28,0.6,0.47,0.45,0.19,0.65,0.33,0.41,0.29,0.32,0.49,0.86,0.88,0.85,0.78,0.43,0.5,0,0.06,0.01,0.22,0.29,0.41,0.4,0.09,0.11,0.14,0.12,0.87,0.04,0.17,0.17,0.44,0.55,0.18,0.74,0.04,0.47,0.5,0.04,0.7,0.65,0.07,0.6,0.5,0.03,0.23,0.43,0.42,0.43,0.57,0.58,0.61,0.58,0.47,0.58,0.57,0,0,0.18,0.75,0.72,0.74,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.1,0.03,?,?,?,?,0,?,0.17 +48,?,?,Tylercity,7,0.11,0.4,0.55,0.48,0.03,0.16,0.47,0.52,0.38,0.47,0.12,1,0.2,0.48,0.3,0.38,0.52,0.34,0.4,0.24,0.28,0.38,0.18,0.15,0.31,0.21,0.23,0.13,0.52,0.33,0.39,0.39,0.53,0.4,0.31,0.56,0.43,0.44,0.55,0.41,0.63,0.62,0.49,0.51,0.51,0.57,0.57,0.43,0.46,0.05,0.33,0.03,0.33,0.59,0.62,0.69,0.12,0.19,0.19,0.19,0.84,0.16,0.33,0.28,0.4,0.42,0.4,0.42,0.25,0.58,0,0.18,0.56,0.42,0.29,0.55,0.56,0.57,0.29,0.08,0.1,0.13,0.19,0.22,0.23,0.22,0.52,0.3,0.43,0.01,0.01,0.15,0.76,0.49,0.63,0.79,0.02,0.15,0.98,0.13,0.01,0.05,0.1,0.15,0.36,0.93,0.11,0,0,0.08,0.02,0.43,0.42,0.11,0.16,0.02,0.04,0.01,0.24,0.5,0.45,0.09,0.47 +6,?,?,PleasantHillcity,7,0.03,0.32,0.03,0.84,0.43,0.12,0.25,0.4,0.2,0.37,0.05,1,0.58,0.64,0.2,0.65,0.35,0.15,0.5,0.58,0.58,0.57,0.57,0.25,0.43,0.44,0.61,0.01,0.08,0.08,0.1,0.57,0.15,0.7,0.2,0.43,0.13,0.66,0.63,0.43,0.68,0.68,0.35,0.7,0.72,0.84,0.65,0.56,0.62,0,0.07,0.02,0.32,0.35,0.42,0.44,0.25,0.24,0.26,0.24,0.8,0.1,0.12,0.1,0.34,0.42,0.25,0.59,0.11,0.44,0.5,0.03,0.83,0.54,0.11,0.09,0.6,0.03,0.02,0.61,0.61,0.61,0.72,0.7,0.87,0.7,0.58,0.75,0.19,0,0.05,0.32,0.51,0.43,0.5,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.39,0.58,?,?,?,?,0,?,0.22 +1,?,?,Alabastercity,7,0.01,0.61,0.21,0.83,0.02,0.01,0.41,0.49,0.26,0.21,0.02,1,0.46,0.77,0.23,0.38,0.22,0.16,0.22,0.42,0.29,0.29,0.27,0.16,0.24,0.38,0.26,0.01,0.14,0.27,0.37,0.39,0.12,0.69,0.27,0.37,0.32,0.48,0.31,0.2,0.35,0.34,0.56,0.81,0.79,0.97,0.82,0.6,0.51,0,0.09,0,0.5,0.43,0.46,0.43,0.04,0.03,0.03,0.02,0.97,0.01,0.17,0.21,0.65,0.64,0.56,0.82,0.1,0.22,0.5,0.01,0.85,0.82,0,0.26,0.83,0.13,0.66,0.16,0.15,0.13,0.13,0.23,0.25,0.28,0.19,0.18,0.25,0,0,0.03,0.7,0.4,0.34,0.57,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.06,0.01,?,?,?,?,0,?,0.06 +48,?,?,Marshallcity,7,0.02,0.49,0.81,0.32,0.02,0.05,0.52,0.49,0.36,0.55,0,0,0.12,0.3,0.24,0.32,0.63,0.69,0.39,0.15,0.16,0.26,0.15,0.13,0.19,0.2,0.2,0.05,0.68,0.43,0.55,0.24,0.55,0.26,0.44,0.49,0.56,0.35,0.58,0.41,0.55,0.59,0.53,0.4,0.37,0.42,0.47,0.51,0.54,0.02,0.43,0,0.45,0.43,0.49,0.55,0.05,0.04,0.05,0.05,0.95,0.07,0.36,0.32,0.45,0.37,0.58,0.53,0.23,0.5,0.5,0.05,0.54,0.59,0.28,0.8,0.38,0.75,0.57,0.03,0.04,0.06,0.07,0.13,0.14,0.17,0.59,0.3,0.57,0.02,0,0.04,0.8,0.59,0.71,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.08,0,?,?,?,?,0,?,0.39 +6,?,?,WalnutCreekcity,7,0.08,0.17,0.02,0.86,0.41,0.09,0.22,0.32,0.18,0.74,0.1,1,0.56,0.38,0.14,0.8,0.61,0.1,0.75,0.68,0.73,0.73,0.46,0.42,0.49,0.55,0.65,0.02,0.09,0.05,0.07,0.77,0.15,0.46,0.19,0.53,0.09,0.79,0.48,0.36,0.52,0.53,0.23,0.71,0.77,0.8,0.72,0.44,0.56,0.01,0.08,0.05,0.36,0.38,0.42,0.42,0.33,0.3,0.3,0.28,0.77,0.11,0.09,0.07,0.18,0.22,0.14,0.65,0.07,0.64,0,0.08,0.8,0.62,0.23,0.31,0.65,0.03,0.13,0.73,0.8,0.8,0.73,0.67,0.83,0.65,0.55,0.62,0.25,0,0.02,0.39,0.4,0.48,0.5,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.26,0.7,?,?,?,?,0,?,0.12 +25,17,80510,Winchestertown,7,0.02,0.51,0.02,0.95,0.16,0.01,0.3,0.35,0.22,0.48,0.03,1,0.9,0.67,0.27,0.84,0.46,0.1,0.53,0.9,0.88,0.86,0.33,0.14,0.76,0.14,0.39,0,0.05,0.06,0.07,0.9,0.18,0.58,0.28,0.82,0.09,0.93,0.15,0.45,0.2,0.19,0.53,0.88,0.9,0.84,0.82,0.29,0.3,0,0.04,0.01,0.28,0.27,0.29,0.29,0.15,0.13,0.13,0.11,0.85,0.04,0.21,0.22,0.54,0.57,0.39,0.8,0.03,0.24,0.5,0.01,0.88,0.77,0.22,0.42,0.13,0.02,0.09,0.76,0.8,0.87,0.65,0.77,1,0.82,0.28,0.46,0.42,0,0,0.23,0.7,0.8,0.82,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.28,0.49,?,?,?,?,0,?,0.02 +47,?,?,Goodlettsvillecity,7,0,0.39,0.07,0.93,0.06,0.01,0.39,0.49,0.29,0.32,0.02,1,0.39,0.72,0.37,0.4,0.32,0.12,0.45,0.39,0.36,0.34,0.39,0.22,0.26,0.41,0.74,0,0.11,0.25,0.36,0.27,0.07,0.73,0.36,0.32,0.3,0.47,0.53,0.26,0.57,0.57,0.38,0.73,0.72,0.81,0.73,0.75,0.77,0,0.03,0,0.31,0.25,0.4,0.38,0.05,0.03,0.05,0.04,0.97,0.04,0.11,0.12,0.42,0.47,0.35,0.59,0.06,0.46,0.5,0.02,0.69,0.57,0.02,0.15,0.73,0.15,0.26,0.18,0.17,0.16,0.38,0.34,0.35,0.37,0.28,0.44,0.46,0,0,0.06,0.71,0.44,0.52,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.07,0.04,?,?,?,?,0,?,0.26 +6,?,?,Fontanacity,7,0.12,0.79,0.17,0.51,0.28,0.67,0.46,0.6,0.33,0.14,0.14,1,0.39,0.71,0.22,0.19,0.22,0.49,0.36,0.36,0.22,0.24,0.25,0.19,0.28,0.27,0.31,0.09,0.29,0.36,0.48,0.13,0.47,0.54,0.47,0.25,0.61,0.23,0.48,0.4,0.57,0.55,0.85,0.62,0.61,0.71,0.58,0.2,0.22,0.06,0.37,0.1,0.36,0.42,0.49,0.54,0.41,0.43,0.45,0.46,0.48,0.41,0.67,0.68,0.85,0.85,0.81,0.56,0.62,0.45,0.5,0.16,0.58,0.57,0.15,0.15,0.92,0.33,0.14,0.33,0.32,0.29,0.51,0.48,0.51,0.48,0.72,0.86,0.26,0.01,0.06,0.49,0.56,0.2,0.23,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.2,0.03,?,?,?,?,0,?,0.55 +6,?,?,Coronacity,7,0.11,0.71,0.05,0.63,0.44,0.56,0.45,0.58,0.36,0.15,0.12,1,0.53,0.8,0.28,0.36,0.21,0.31,0.32,0.48,0.35,0.37,0.5,0.31,0.36,0.27,0.31,0.06,0.21,0.36,0.41,0.28,0.35,0.66,0.6,0.22,0.49,0.41,0.4,0.41,0.44,0.43,0.75,0.76,0.73,0.82,0.68,0.47,0.44,0.03,0.24,0.09,0.42,0.51,0.58,0.63,0.55,0.59,0.6,0.6,0.47,0.54,0.58,0.6,0.77,0.76,0.76,0.55,0.54,0.47,0.5,0.14,0.59,0.57,0.02,0.21,0.9,0.14,0.17,0.47,0.48,0.48,0.61,0.57,0.63,0.58,0.57,0.92,0.25,0.03,0.02,0.55,0.5,0.22,0.11,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.22,0.04,?,?,?,?,0,?,0.21 +41,?,?,Astoriacity,7,0,0.3,0.01,0.94,0.13,0.04,0.35,0.41,0.25,0.53,0,0,0.21,0.43,0.26,0.47,0.56,0.34,0.57,0.24,0.24,0.23,0.23,0.11,0.28,0.12,0.14,0.01,0.43,0.22,0.3,0.25,0.37,0.43,0.45,0.33,0.61,0.32,0.75,0.36,0.7,0.75,0.37,0.5,0.55,0.58,0.6,0.38,0.44,0,0.15,0,0.1,0.13,0.12,0.11,0.03,0.04,0.03,0.03,0.84,0.1,0.21,0.17,0.32,0.35,0.33,0.39,0.14,0.61,0,0.02,0.63,0.39,0.35,0.45,0,0.51,0.62,0.09,0.08,0.09,0.15,0.17,0.2,0.13,0.34,0.2,0.46,0.01,0,0.14,0.44,0.47,0.49,0.39,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.15,0.05,?,?,?,?,0,?,0.12 +34,25,73020,TintonFallsborough,7,0,0.52,0.34,0.64,0.31,0.06,0.22,0.42,0.15,0.24,0.02,1,0.66,0.89,0.48,0.66,0.23,0.1,0.4,0.61,0.53,0.58,0.35,0.23,0.36,0.44,0.58,0,0.02,0.14,0.15,0.67,0.17,0.79,0.22,0.5,0.21,0.71,0.24,0.33,0.36,0.32,0.51,0.87,0.84,0.91,0.88,0.41,0.44,0,0.09,0.01,0.19,0.23,0.37,0.4,0.09,0.1,0.14,0.14,0.82,0.06,0.21,0.22,0.55,0.47,0.7,0.68,0.09,0.4,0.5,0.01,0.81,0.72,0.1,0.48,0.79,0.05,0.07,0.41,0.42,0.42,0.72,0.75,0.91,0.8,0.35,0.73,0.33,0,0,0.2,0.49,0.4,0.39,0.31,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.07,0.17,?,?,?,?,0,?,0.1 +13,?,?,Bainbridgecity,7,0,0.45,0.92,0.27,0.01,0.03,0.48,0.48,0.31,0.52,0,0,0.12,0.3,0.14,0.22,0.69,0.83,0.38,0.14,0.14,0.25,0.14,0.25,0,0,0.4,0.03,0.77,0.62,0.71,0.23,0.42,0.28,0.58,0.53,0.64,0.33,0.61,0.46,0.7,0.7,0.51,0.22,0.22,0.26,0.2,0.46,0.49,0.02,0.61,0,1,1,0.93,0.83,0.16,0.14,0.11,0.09,0.97,0.04,0.36,0.32,0.45,0.43,0.48,0.51,0.22,0.44,0.5,0.02,0.57,0.53,0.23,0.57,0.52,0.81,0.62,0.04,0.05,0.07,0.01,0.06,0.08,0.07,0.53,0.51,0.64,0,0,0.06,0.77,0.58,0.71,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.06,0,?,?,?,?,0,?,0.41 +22,71,55000,NewOrleanscity,7,0.78,0.43,1,0,0.12,0.06,0.48,0.53,0.36,0.41,0.79,1,0.11,0.34,0.17,0.28,0.5,0.72,0.39,0.12,0.21,0.5,0.17,0.2,0.17,0.36,0.41,1,0.85,0.45,0.56,0.35,0.86,0.26,0.12,0.65,0.31,0.49,0.7,0.7,0.74,0.75,0.61,0.06,0.07,0.1,0.02,0.47,0.42,1,1,0.14,0.33,0.35,0.42,0.48,0.1,0.09,0.1,0.1,0.88,0.09,0.48,0.38,0.43,0.46,0.44,0.29,0.36,0.7,0,1,0.29,0.3,1,0.67,0.25,0.48,0.53,0.13,0.13,0.14,0.13,0.19,0.22,0.23,0.77,0.58,0.57,0.46,0.25,0.12,0.81,0.59,0.82,0.79,0.3,0.28,0.72,0.3,0.24,0.18,0.21,0.28,0.46,0.36,1,0.02,0.03,0.7,0.26,0.64,0.54,0.53,0.23,0.95,0.89,0.26,0.57,0.5,0.52,0.22,0.84 +6,?,?,SanMateocity,7,0.12,0.31,0.07,0.68,0.82,0.29,0.24,0.41,0.23,0.53,0.14,1,0.52,0.55,0.3,0.63,0.47,0.16,0.49,0.55,0.61,0.65,0.42,0.42,0.39,0.36,0.43,0.05,0.15,0.22,0.24,0.48,0.23,0.63,0.25,0.31,0.24,0.5,0.55,0.5,0.6,0.6,0.39,0.66,0.66,0.85,0.68,0.62,0.65,0.03,0.2,0.14,0.4,0.45,0.5,0.52,0.66,0.66,0.67,0.65,0.49,0.44,0.28,0.22,0.32,0.35,0.34,0.42,0.33,0.66,0,0.08,0.87,0.42,0.06,0.19,0.38,0.05,0.11,0.92,0.97,1,0.77,0.75,0.92,0.74,0.6,0.75,0.14,0.17,0.31,0.71,0.43,0.52,0.64,0.67,0.01,0.1,0.98,0.13,0.04,0.17,0.48,0.1,0.7,0.72,0.08,0.11,0,0.13,0.02,0.57,0.38,0.03,0.59,0.38,0.04,0.03,0.75,1,0.56,0.15,0.18 +34,39,71430,Summitcity,7,0.02,0.4,0.11,0.85,0.19,0.1,0.26,0.37,0.2,0.51,0.03,1,0.9,0.58,0.31,0.87,0.52,0.08,0.49,1,1,1,0.55,0,0.68,0.73,0.78,0,0.05,0.16,0.16,0.88,0.14,0.56,0.25,0.55,0.14,0.86,0.23,0.41,0.26,0.25,0.42,0.86,0.88,0.88,0.7,0.26,0.23,0,0.08,0.02,0.59,0.54,0.56,0.53,0.56,0.44,0.42,0.36,0.77,0.16,0.18,0.18,0.42,0.51,0.26,0.68,0.05,0.34,0.5,0.01,0.87,0.62,0.17,0.24,0.15,0.04,0.2,0.74,0.89,1,0.73,0.8,0.97,0.79,0.34,0.41,0.53,0,0,0.4,0.42,0.67,0.55,0.48,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.27,0.87,?,?,?,?,0,?,0.04 +48,?,?,Longviewcity,7,0.1,0.4,0.39,0.65,0.03,0.07,0.44,0.48,0.32,0.41,0.11,1,0.23,0.52,0.34,0.39,0.46,0.28,0.35,0.25,0.26,0.31,0.18,0.15,0.24,0.17,0.19,0.11,0.45,0.26,0.38,0.29,0.46,0.45,0.46,0.38,0.48,0.34,0.62,0.31,0.63,0.65,0.46,0.56,0.56,0.66,0.53,0.42,0.44,0.04,0.27,0.01,0.45,0.52,0.61,0.64,0.08,0.08,0.08,0.08,0.92,0.07,0.22,0.2,0.41,0.43,0.41,0.49,0.19,0.52,0.5,0.16,0.58,0.49,0.31,0.59,0.65,0.54,0.19,0.08,0.09,0.1,0.18,0.19,0.2,0.19,0.34,0.25,0.37,0.02,0.02,0.07,0.69,0.46,0.59,0.76,0.01,0.15,0.98,0.17,0.04,0.22,0.45,0.15,0.65,0.89,0.18,0,0,0.12,0.03,0.43,0.27,0.15,0.11,0.01,0.05,0.02,0.58,1,0.56,0.12,0.34 +34,27,64080,Rockawaytownship,7,0.02,0.53,0.03,0.91,0.22,0.06,0.34,0.43,0.26,0.25,0.02,0.8,0.74,0.82,0.35,0.74,0.27,0.06,0.42,0.69,0.57,0.56,0.72,0.09,0.35,0.27,0.5,0,0.04,0.09,0.16,0.58,0.15,0.76,0.4,0.36,0.2,0.6,0.26,0.35,0.27,0.27,0.53,0.89,0.9,0.94,0.84,0.38,0.49,0,0.03,0.01,0.22,0.23,0.27,0.32,0.15,0.13,0.14,0.15,0.8,0.07,0.16,0.18,0.59,0.62,0.32,0.85,0.03,0.26,0.5,0.03,0.7,0.81,0.11,0.52,0.48,0.02,0.11,0.5,0.47,0.44,0.8,0.83,0.94,0.85,0.53,0.67,0.44,0.01,0,0.27,0.59,0.7,0.68,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.04,0.13,?,?,?,?,0,?,0.07 +39,35,41664,Lakewoodcity,7,0.08,0.21,0.02,0.97,0.06,0.03,0.33,0.52,0.28,0.42,0.09,1,0.28,0.58,0.1,0.56,0.44,0.21,0.44,0.35,0.38,0.37,0.35,0.26,0.32,0.32,0.45,0.05,0.21,0.17,0.26,0.46,0.28,0.61,0.4,0.55,0.28,0.55,0.57,0.59,0.63,0.63,0.47,0.55,0.64,0.8,0.41,0.5,0.56,0.02,0.14,0.03,0.23,0.24,0.29,0.29,0.11,0.1,0.11,0.1,0.81,0.08,0.26,0.17,0.23,0.48,0.11,0.41,0.04,0.68,0,0.08,0.8,0.31,0.07,0.36,0,0.13,0.14,0.16,0.14,0.14,0.29,0.28,0.3,0.27,0.3,0.41,0.5,0,0,0.2,0.74,0.53,0.78,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.9,0.57,?,?,?,?,0,?,0.05 +42,3,6064,BethelParkborough,7,0.04,0.44,0.02,0.98,0.05,0.01,0.29,0.33,0.19,0.45,0.05,1,0.49,0.6,0.1,0.77,0.52,0.06,0.66,0.48,0.43,0.41,0.28,0.07,0.52,0.44,0.37,0.01,0.09,0.11,0.15,0.54,0.19,0.53,0.27,0.5,0.17,0.63,0.2,0.28,0.22,0.22,0.46,0.91,0.92,0.92,0.82,0.33,0.32,0,0.04,0.01,0.11,0.1,0.09,0.16,0.02,0.01,0.01,0.02,0.93,0.02,0.14,0.16,0.49,0.56,0.11,0.86,0.02,0.24,0.5,0.01,0.94,0.79,0.07,0.54,0.5,0.02,0.1,0.18,0.17,0.17,0.42,0.41,0.43,0.39,0.43,0.38,0.39,0,0,0.07,0.84,0.82,0.86,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.24,0.66,?,?,?,?,0,?,0.02 +48,?,?,Huntsvillecity,7,0.03,0.91,0.52,0.46,0.06,0.24,0.87,1,1,0.18,0,0,0.1,0.61,0.49,0.34,0.3,0.41,0.29,0.2,0.14,0.2,0.15,0.06,0.14,0.14,0.16,0.05,0.8,0.33,0.46,0.34,0.53,0.04,0.1,0.53,0.22,0.44,1,0.79,0.39,0.8,0.46,0.43,0.45,0.49,0.48,0.73,0.69,0.02,0.53,0.01,0.32,0.32,0.5,0.64,0.12,0.1,0.15,0.17,0.76,0.15,0.26,0.17,0.31,0.37,0.33,0.19,0.33,0.75,0,0.07,0.4,0.2,0.16,0.39,0.71,0.64,0.25,0.08,0.11,0.11,0.24,0.26,0.26,0.24,0.84,0.25,0.88,0,0,0.15,0.73,0.17,0.06,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.11,0.01,?,?,?,?,0,?,0.31 +6,?,?,EastPaloAltocity,7,0.02,0.81,0.84,0,0.59,0.67,0.51,0.66,0.43,0.15,0.04,1,0.29,0.72,0.14,0.23,0.29,0.81,0.29,0.26,0.16,0.19,0.27,0.17,0.23,0.22,0.23,0.04,0.46,0.73,0.7,0.24,0.72,0.49,0.45,0.53,0.44,0.27,0.63,0.79,0.8,0.74,1,0.26,0.27,0.42,0.47,0.66,0.58,0.04,0.84,0.05,0.49,0.65,0.71,0.75,1,1,1,1,0.29,0.95,1,1,0.86,0.96,0.78,0.27,1,0.79,0,0.02,0.8,0.27,0.79,0.46,0.4,0.28,0.28,0.41,0.4,0.37,0.5,0.5,0.56,0.49,0.73,0.65,0.39,0.03,0.15,0.89,0.38,0.51,0.57,0.65,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.77,0.47,?,?,?,?,0,?,0.97 +48,?,?,Odessacity,7,0.13,0.48,0.12,0.63,0.04,0.58,0.45,0.49,0.31,0.31,0.14,1,0.21,0.59,0.29,0.35,0.39,0.32,0.27,0.22,0.22,0.27,0.16,0.2,0.87,0.17,0.22,0.16,0.51,0.49,0.53,0.2,0.48,0.46,0.24,0.39,0.39,0.33,0.62,0.26,0.62,0.65,0.58,0.61,0.61,0.62,0.6,0.37,0.33,0.04,0.22,0.05,0.2,0.25,0.29,0.4,0.11,0.12,0.12,0.15,0.51,0.37,0.35,0.33,0.52,0.56,0.46,0.55,0.37,0.55,0.5,0.26,0.45,0.53,0.46,0.63,0.54,0.67,0.45,0.05,0.05,0.07,0.13,0.15,0.18,0.15,0.28,0.29,0.37,0.03,0,0.22,0.73,0.5,0.74,0.85,0.02,0.16,0.97,0.18,0.03,0.12,0.24,0.16,0.79,0.76,0.09,0.3,0,0.26,0.02,0.36,0.1,0.1,0.21,0,0.07,0.02,0.62,1,0.36,0.11,0.33 +34,23,52560,NorthBrunswicktownship,7,0.03,0.47,0.22,0.7,0.42,0.11,0.39,0.56,0.36,0.29,0.05,1,0.63,0.77,0.19,0.63,0.35,0.13,0.34,0.64,0.57,0.58,0.44,0.28,0.49,0.38,0.52,0.01,0.06,0.21,0.26,0.53,0.14,0.69,0.43,0.4,0.32,0.56,0.36,0.54,0.37,0.37,0.43,0.76,0.78,0.84,0.78,0.66,0.68,0.01,0.22,0.03,0.36,0.45,0.5,0.52,0.38,0.42,0.42,0.4,0.65,0.21,0.15,0.15,0.43,0.52,0.29,0.63,0.13,0.62,0,0.03,0.81,0.57,0.08,0.35,0.75,0.04,0.07,0.45,0.46,0.48,0.7,0.66,0.76,0.67,0.41,0.57,0.74,0,0,0.44,0.54,0.48,0.56,0.57,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.22,0.45,?,?,?,?,0,?,0.12 +1,?,?,Selmacity,7,0.02,0.47,1,0.1,0.02,0,0.54,0.49,0.33,0.5,0,0,0.07,0.23,0.24,0.22,0.68,0.97,0.44,0.1,0.12,0.29,0.13,0.02,0.38,0,0.2,0.07,0.96,0.57,0.7,0.24,0.74,0.18,0.54,0.56,0.65,0.39,0.56,0.52,0.64,0.65,0.61,0.14,0.12,0.2,0.18,0.49,0.33,0.07,1,0,1,1,0.82,0.89,0.05,0.04,0.03,0.03,0.97,0.03,0.46,0.4,0.48,0.44,0.54,0.39,0.26,0.47,0.5,0.04,0.65,0.42,0.22,0.62,0.5,0.69,1,0.06,0.06,0.07,0,0.05,0.07,0.09,0.65,0.23,0.5,0.02,0,0.01,0.92,0.66,0.82,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.14,0.02,?,?,?,?,0,?,1 +28,?,?,Grenadacity,7,0,0.45,0.96,0.24,0.01,0,0.46,0.46,0.29,0.57,0,0,0.1,0.34,0.37,0.23,0.64,0.79,0.29,0.14,0.13,0.26,0.12,0.16,0,0.63,0.38,0.02,0.67,0.75,0.78,0.21,0.77,0.25,0.62,0.32,0.73,0.29,0.5,0.42,0.56,0.57,0.56,0.25,0.21,0.41,0.41,0.77,0.63,0.02,0.69,0,0,0,0,0,0,0,0,0,0.97,0.05,0.37,0.33,0.46,0.41,0.55,0.48,0.27,0.45,0.5,0.02,0.71,0.52,0.21,0.56,0.5,0.65,0.61,0.07,0.06,0.07,0.01,0.06,0.07,0.11,0.43,0.32,0.56,0,0,0,0.92,0.63,0.76,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.15,0,?,?,?,?,0,?,0.96 +6,?,?,Norcocity,7,0.02,1,0.15,0.73,0.08,0.36,0.42,0.58,0.37,0.11,0.04,1,0.66,0.81,0.85,0.42,0.27,0.27,0.35,0.57,0.34,0.38,0.12,0.11,0.3,0.29,0.35,0.01,0.13,0.16,0.41,0.15,0.29,0.2,0.48,0.16,0.42,0.35,0.41,0.72,0.47,0.44,0.74,0.79,0.7,0.78,0.68,0.25,0.23,0.01,0.28,0.01,0.16,0.29,0.27,0.4,0.08,0.13,0.11,0.15,0.74,0.14,0.59,0.63,0.84,0.8,0.82,0.81,0.28,0.21,0.5,0.01,0.89,0.81,0.28,0.32,0.65,0.15,0.14,0.49,0.53,0.54,0.54,0.6,0.81,0.65,0.6,0.7,0.25,0,0,0.21,0.58,0.44,0.28,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.14,0.02,?,?,?,?,0,?,0.25 +55,55,26675,FortAtkinsoncity,7,0,0.4,0,0.98,0.04,0.02,0.36,0.41,0.21,0.49,0,0,0.28,0.5,0.32,0.64,0.6,0.21,0.57,0.32,0.29,0.27,0,0.16,0.61,0.21,0.31,0.01,0.2,0.27,0.31,0.34,0.18,0.63,0.7,0.36,0.67,0.36,0.4,0.3,0.36,0.39,0.46,0.74,0.78,0.72,0.7,0.76,0.81,0,0.11,0,0.21,0.15,0.13,0.28,0.04,0.02,0.02,0.04,0.94,0.01,0.19,0.17,0.42,0.51,0.26,0.66,0.05,0.43,0.5,0,0.95,0.61,0.09,0.33,0.27,0.11,0.09,0.1,0.08,0.08,0.2,0.22,0.23,0.21,0.3,0.3,0.5,0,0,0.07,0.8,0.59,0.72,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.2,0,?,?,?,?,0,?,0.03 +25,5,16425,Dartmouthtown,7,0.03,0.6,0.01,0.96,0.05,0.02,0.63,0.51,0.49,0.52,0.03,0.71,0.39,0.45,0.37,0.58,0.66,0.3,0.57,0.38,0.35,0.34,0.17,0.1,0.31,0.32,0.55,0.01,0.14,0.66,0.58,0.34,0.51,0.42,0.39,0.56,0.4,0.42,0.23,0.49,0.24,0.24,0.51,0.79,0.8,0.78,0.8,0.7,0.69,0,0.05,0.02,0.03,0.04,0.07,0.12,0.02,0.03,0.05,0.07,0.6,0.27,0.16,0.18,0.53,0.58,0.27,0.83,0.05,0.33,0.5,0.04,0.68,0.78,0.11,0.73,0.52,0.05,0.22,0.35,0.37,0.39,0.13,0.24,0.41,0.23,0.59,0.52,0.51,0,0,0.34,0.77,0.73,0.83,0.89,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.18,0.04,0.04,?,?,?,?,0,?,0.12 +6,?,?,Martinezcity,7,0.04,0.38,0.06,0.82,0.35,0.15,0.32,0.42,0.24,0.27,0.05,1,0.57,0.72,0.1,0.59,0.26,0.23,0.43,0.58,0.51,0.52,0.24,0.28,0.38,0.48,0.53,0.02,0.14,0.1,0.18,0.47,0.21,0.64,0.22,0.42,0.21,0.6,0.73,0.42,0.77,0.78,0.37,0.61,0.61,0.74,0.54,0.57,0.61,0.01,0.19,0.02,0.35,0.42,0.43,0.5,0.23,0.24,0.22,0.24,0.78,0.1,0.14,0.13,0.37,0.41,0.29,0.63,0.12,0.45,0.5,0.02,0.88,0.6,0.12,0.24,0.69,0.07,0.22,0.5,0.53,0.54,0.56,0.58,0.68,0.6,0.56,0.77,0.24,0.03,0.05,0.27,0.58,0.41,0.64,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.24,0.34,?,?,?,?,0,?,0.14 +6,?,?,PalmSpringscity,7,0.05,0.18,0.09,0.75,0.2,0.35,0.19,0.29,0.18,0.89,0.06,1,0.26,0.24,0.17,0.48,0.73,0.3,0.48,0.31,0.5,0.55,0.26,0.2,0.32,0.23,0.3,0.04,0.33,0.27,0.39,0.32,0.32,0.34,0.06,0.34,0.2,0.42,0.79,0.45,0.79,0.82,0.24,0.47,0.49,0.58,0.44,0.36,0.42,0.02,0.27,0.05,0.39,0.53,0.58,0.6,0.56,0.66,0.65,0.62,0.61,0.33,0.28,0.19,0.19,0.15,0.3,0.46,0.34,0.76,0,0.63,0,0.5,0.03,0.2,0.71,0.18,0.26,0.31,0.34,0.42,0.46,0.46,0.54,0.46,0.84,0.83,0.53,0.02,0,0.6,0.25,0.38,0.39,0.54,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.22,0.04,0.17,?,?,?,?,0,?,0.52 +1,?,?,Daphnecity,7,0,0.39,0.31,0.75,0.02,0.02,0.35,0.43,0.22,0.33,0,0,0.43,0.71,0.43,0.54,0.34,0.08,0.48,0.45,0.42,0.46,0.22,0.43,0.76,0,0.53,0.01,0.18,0.11,0.17,0.57,0.22,0.56,0.28,0.42,0.21,0.6,0.47,0.25,0.48,0.49,0.4,0.74,0.74,0.81,0.55,0.64,0.53,0,0.14,0,0.2,0.43,0.41,0.35,0.02,0.03,0.03,0.02,0.99,0.01,0.14,0.14,0.42,0.48,0.27,0.7,0.08,0.34,0.5,0.02,0.61,0.66,0.02,0.53,0.85,0.17,0.28,0.16,0.15,0.15,0.3,0.3,0.33,0.3,0.15,0.31,0.24,0,0,0.03,0.6,0.46,0.4,0.54,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.08,0.01,?,?,?,?,0,?,0.05 +48,?,?,SugarLandcity,7,0.02,0.64,0.1,0.68,0.79,0.16,0.37,0.33,0.16,0.18,0.04,1,0.74,0.8,0.82,0.68,0.21,0.04,0.24,0.68,0.66,0.71,0.43,0.14,0.38,0.41,0.6,0,0.05,0.11,0.13,0.7,0.21,0.69,0.26,0.51,0.11,0.77,0.22,0.2,0.25,0.25,0.62,0.94,0.93,0.95,0.92,0.6,0.58,0,0.11,0.02,0.21,0.24,0.46,0.53,0.21,0.21,0.37,0.39,0.64,0.11,0.22,0.25,0.69,0.69,0.52,0.84,0.12,0.12,0.5,0.02,0.79,0.82,0.02,0.25,0.85,0.03,0.08,0.19,0.2,0.3,0.56,0.53,0.61,0.66,0.24,0.49,0.33,0,0,0.43,0.5,0.47,0.34,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.17,0.08,?,?,?,?,0,?,0.09 +39,143,28826,Fremontcity,7,0.01,0.44,0.15,0.8,0.01,0.17,0.45,0.5,0.3,0.45,0,0,0.23,0.5,0.44,0.43,0.56,0.47,0.48,0.25,0.21,0.21,0.21,0.29,0.06,0.24,0.27,0.02,0.38,0.3,0.46,0.15,0.68,0.39,0.84,0.35,0.86,0.24,0.61,0.41,0.62,0.64,0.53,0.44,0.49,0.36,0.47,0.58,0.57,0.01,0.26,0,0.12,0.29,0.27,0.25,0.01,0.02,0.02,0.02,0.88,0.07,0.3,0.26,0.45,0.46,0.45,0.52,0.1,0.46,0.5,0.02,0.82,0.52,0.15,0.44,0.04,0.46,0.21,0.08,0.07,0.06,0.15,0.18,0.18,0.2,0.35,0.06,0.31,0,0,0.03,0.85,0.66,0.82,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.24,0.03,?,?,?,?,0,?,0.14 +5,?,?,HotSpringscity,7,0.04,0.22,0.3,0.75,0.02,0.02,0.29,0.31,0.21,0.87,0,0,0.07,0.09,0.16,0.33,0.85,0.46,0.56,0.12,0.22,0.21,0.28,0.15,0.31,0.18,0.35,0.07,0.66,0.51,0.63,0.2,0.42,0.17,0.22,0.45,0.35,0.33,0.76,0.26,0.68,0.75,0.26,0.41,0.41,0.41,0.38,0.43,0.52,0.02,0.26,0.01,0.04,0.1,0.25,0.22,0.01,0.02,0.04,0.03,0.93,0.07,0.11,0.09,0.2,0.19,0.26,0.5,0.11,0.69,0,0.16,0.25,0.51,0.15,0.5,0.46,0.65,0.75,0.05,0.06,0.07,0.08,0.12,0.14,0.14,0.7,0.42,0.67,0.04,0.01,0.08,0.63,0.54,0.69,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.09,0.06,?,?,?,?,0,?,0.36 +51,?,?,Viennatown,7,0.01,0.52,0.08,0.77,0.57,0.09,0.3,0.39,0.24,0.33,0.02,1,0.82,0.76,0.27,0.83,0.27,0.05,0.74,0.75,0.64,0.67,0.45,0.4,0.3,0.5,0.56,0,0.07,0.15,0.15,0.74,0.09,0.74,0.07,0.48,0.09,0.8,0.35,0.43,0.34,0.35,0.47,0.83,0.81,0.9,0.76,0.49,0.69,0,0.11,0.02,0.75,0.68,0.7,0.7,0.82,0.65,0.61,0.56,0.65,0.3,0.25,0.26,0.56,0.5,0.72,0.76,0.14,0.11,0.5,0.01,0.91,0.79,0.14,0.35,0.48,0.02,0,0.59,0.55,0.53,0.85,0.77,1,0.91,0.53,0.51,0.25,0,0,0.46,0.17,0.61,0.49,0.36,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.28,0.5,?,?,?,?,0,?,0.04 +6,?,?,Fresnocity,7,0.55,0.57,0.16,0.38,0.77,0.55,0.47,0.56,0.37,0.3,0.56,1,0.22,0.46,0.33,0.32,0.38,0.97,0.37,0.21,0.22,0.32,0.2,0.16,0.14,0.21,0.25,0.76,0.64,0.55,0.54,0.3,0.56,0.37,0.18,0.53,0.34,0.43,0.57,0.54,0.7,0.67,0.7,0.41,0.44,0.44,0.41,0.17,0.15,0.39,0.51,0.41,0.52,0.59,0.64,0.72,0.62,0.62,0.61,0.63,0.43,0.63,0.65,0.56,0.59,0.51,0.69,0.3,0.6,0.62,0,0.4,0.78,0.36,0.35,0.26,0.65,0.25,0.47,0.17,0.16,0.17,0.3,0.3,0.33,0.31,0.71,0.54,0.31,0.39,0.28,0.51,0.58,0.34,0.63,0.7,0.08,0.09,0.9,0.12,0.15,0.14,0.46,0.09,0.75,0.52,0.2,0.53,0.26,0.52,0.15,0.93,0.86,0.29,0.3,0.12,0.13,0.15,0.9,0.5,1,0.16,0.59 +25,9,26150,Gloucestercity,7,0.03,0.35,0,0.99,0.01,0.02,0.28,0.39,0.24,0.5,0.05,1,0.35,0.45,0.17,0.48,0.53,0.38,0.44,0.38,0.37,0.36,0.16,0.27,0.28,0.26,0.74,0.02,0.19,0.29,0.42,0.32,0.42,0.52,0.51,0.38,0.44,0.41,0.46,0.44,0.49,0.5,0.43,0.65,0.69,0.72,0.63,0.52,0.56,0.01,0.16,0.01,0.1,0.08,0.12,0.13,0.04,0.03,0.04,0.04,0.81,0.11,0.18,0.16,0.38,0.47,0.28,0.53,0.07,0.54,0.5,0.08,0.51,0.48,0.24,0.58,0,0.11,0.37,0.45,0.45,0.49,0.35,0.46,0.53,0.47,0.49,0.73,0.81,0.03,0,0.18,0.81,0.77,0.89,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.09,0.15,?,?,?,?,0,?,0.49 +6,?,?,Lomitacity,7,0.02,0.34,0.06,0.69,0.56,0.36,0.28,0.49,0.27,0.35,0.03,1,0.41,0.59,0.17,0.45,0.36,0.35,0.41,0.42,0.4,0.43,0.17,0.3,0.33,0.27,0.39,0.02,0.27,0.24,0.35,0.31,0.26,0.63,0.55,0.3,0.28,0.45,0.72,0.47,0.81,0.8,0.43,0.52,0.53,0.58,0.56,0.31,0.34,0.01,0.29,0.02,0.39,0.41,0.48,0.55,0.45,0.41,0.43,0.46,0.59,0.33,0.26,0.21,0.37,0.32,0.45,0.27,0.4,0.76,0,0.02,0.83,0.32,0.14,0.23,0.48,0.09,0.13,0.77,0.8,0.83,0.62,0.63,0.73,0.63,0.55,0.82,0.22,0,0.15,0.48,0.47,0.43,0.82,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.86,0.11,?,?,?,?,0,?,0.53 +29,?,?,Mexicocity,7,0,0.34,0.18,0.85,0.03,0.01,0.35,0.36,0.2,0.73,0,0,0.2,0.32,0.74,0.44,0.74,0.42,0.63,0.23,0.24,0.25,0.17,0.15,0.5,0,0.18,0.01,0.37,0.52,0.52,0.21,0.25,0.35,0.49,0.57,0.53,0.37,0.47,0.22,0.44,0.48,0.34,0.56,0.59,0.62,0.63,0.61,0.75,0,0.17,0,0.41,0.37,0.3,0.26,0.02,0.02,0.02,0.01,0.98,0.01,0.14,0.13,0.32,0.3,0.36,0.61,0.07,0.57,0,0.02,0.65,0.62,0.14,0.64,0.4,0.44,0.16,0.04,0.04,0.05,0.03,0.09,0.09,0.11,0.46,0.03,0.26,0,0,0.02,0.87,0.62,0.73,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0.04,?,?,?,?,0,?,0.06 +1,?,?,Jacksonvillecity,7,0,0.54,0.34,0.71,0.07,0.03,1,1,1,0.34,0,0,0.17,0.53,0.1,0.32,0.4,0.26,0.65,0.3,0.16,0.17,0.17,0.22,0.12,0,0.56,0.02,0.56,0.39,0.43,0.48,0.51,0.26,0.21,0.75,0.36,0.49,0.29,0.91,0.29,0.3,0.4,0.61,0.62,0.71,0.72,0.71,0.69,0,0.09,0,0.4,1,0.95,0.8,0.06,0.13,0.11,0.09,0.92,0.04,0.17,0.12,0.29,0.39,0.24,0.41,0.09,0.58,0,0.01,0.69,0.38,0.05,0.36,0.67,0.3,0.11,0.1,0.1,0.11,0.1,0.13,0.14,0.13,0.65,0.24,0.26,0,0,0.06,0.6,0.26,0.25,0.35,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.13,0.01,?,?,?,?,0,?,0.19 +6,?,?,Hanfordcity,7,0.03,0.54,0.1,0.61,0.19,0.55,0.44,0.51,0.3,0.34,0,0,0.25,0.49,0.49,0.3,0.42,0.8,0.45,0.23,0.21,0.24,0.18,0.14,0.24,0.22,0.26,0.04,0.41,0.45,0.5,0.18,0.6,0.42,0.25,0.43,0.39,0.28,0.52,0.36,0.66,0.62,0.58,0.5,0.49,0.55,0.39,0.27,0.29,0.03,0.35,0.02,0.32,0.43,0.47,0.49,0.22,0.26,0.26,0.25,0.58,0.36,0.38,0.37,0.57,0.55,0.6,0.43,0.4,0.52,0.5,0.04,0.75,0.45,0.39,0.38,0.65,0.34,0.14,0.15,0.14,0.14,0.24,0.27,0.3,0.28,0.56,0.52,0.32,0.02,0,0.29,0.63,0.43,0.64,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.22,0.01,?,?,?,?,0,?,0.28 +6,?,?,Oakdalecity,7,0,0.47,0,0.83,0.07,0.32,0.39,0.48,0.31,0.47,0,0,0.26,0.45,0.63,0.36,0.52,0.64,0.57,0.24,0.23,0.23,0.46,0.31,0.2,0.25,0.29,0.01,0.33,0.42,0.54,0.14,0.7,0.34,0.45,0.27,0.53,0.24,0.65,0.29,0.7,0.71,0.49,0.54,0.57,0.65,0.57,0.37,0.34,0.01,0.2,0.01,0.34,0.36,0.44,0.45,0.19,0.18,0.2,0.19,0.77,0.2,0.28,0.27,0.5,0.43,0.58,0.42,0.34,0.54,0.5,0.01,0.86,0.46,0.08,0.24,0.69,0.2,0.06,0.24,0.25,0.26,0.33,0.33,0.38,0.35,0.63,0.46,0.32,0.01,0,0.24,0.64,0.34,0.62,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.25,0,?,?,?,?,0,?,0.14 +5,?,?,Blythevillecity,7,0.02,0.54,0.75,0.39,0.05,0.02,0.51,0.6,0.39,0.37,0,0,0.12,0.46,0.54,0.26,0.5,0.72,0.31,0.12,0.13,0.21,0.12,0.12,0.26,0.2,0.17,0.05,0.68,0.59,0.59,0.2,0.57,0.43,0.59,0.42,0.66,0.28,0.56,0.41,0.52,0.56,0.59,0.46,0.43,0.44,0.45,0.42,0.44,0.04,0.81,0,0.62,0.5,0.71,0.72,0.05,0.03,0.04,0.04,0.96,0.03,0.36,0.35,0.53,0.45,0.63,0.29,0.24,0.54,0.5,0.04,0.62,0.35,0.74,0.72,0.5,0.67,0.47,0.05,0.06,0.07,0.08,0.12,0.15,0.19,0.57,0.4,0.94,0.02,0,0.03,0.51,0.37,0.51,0.25,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.16,0.03,?,?,?,?,0,?,0.9 +18,?,?,NewCastlecity,7,0.01,0.33,0.04,0.96,0.01,0.01,0.42,0.46,0.3,0.54,0,0,0.13,0.35,0.1,0.34,0.68,0.41,0.7,0.15,0.17,0.16,0.17,0.08,0.05,0,0.27,0.03,0.52,0.57,0.64,0.11,0.77,0.32,0.56,0.5,0.64,0.23,0.72,0.26,0.7,0.74,0.36,0.48,0.51,0.48,0.52,0.61,0.57,0.01,0.14,0,0.31,0.23,0.19,0.16,0.01,0.01,0,0,0.98,0.04,0.15,0.15,0.36,0.35,0.39,0.57,0.08,0.61,0,0.03,0.73,0.58,0.34,0.63,0.23,0.68,0.26,0.01,0,0.01,0.08,0.1,0.09,0.11,0.46,0.12,0.5,0,0,0.01,0.75,0.67,0.86,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.26,0.02,?,?,?,?,0,?,0.05 +12,?,?,Margatecity,7,0.05,0.24,0.07,0.9,0.09,0.14,0.22,0.31,0.18,1,0.07,1,0.28,0.19,0.07,0.52,0.9,0.13,0.67,0.31,0.33,0.33,0.27,0.3,0.29,0.37,0.37,0.03,0.19,0.24,0.44,0.18,0.31,0.3,0.24,0.21,0.3,0.3,0.44,0.22,0.38,0.42,0.23,0.68,0.69,0.77,0.64,0.61,0.67,0.01,0.13,0.04,0.26,0.31,0.3,0.34,0.25,0.26,0.22,0.24,0.73,0.16,0.13,0.12,0.27,0.24,0.35,0.74,0.12,0.79,0,0.14,0.47,0.76,0.04,0.36,0.77,0.09,0.17,0.18,0.17,0.15,0.55,0.51,0.59,0.54,0.6,0.56,0.49,0,0,0.4,0.07,0.54,0.62,0.45,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.41,0.05,?,?,?,?,0,?,0.15 +22,?,?,Alexandriacity,7,0.06,0.47,0.96,0.23,0.04,0.02,0.46,0.49,0.31,0.46,0.08,1,0.11,0.38,0.12,0.28,0.52,0.71,0.51,0.14,0.2,0.36,0.14,0.09,0.66,0.6,0.39,0.12,0.77,0.48,0.55,0.28,0.77,0.27,0.12,0.76,0.29,0.46,0.61,0.48,0.69,0.69,0.58,0.25,0.19,0.26,0.29,0.51,0.54,0.09,0.74,0,0.35,0.36,0.37,0.42,0.03,0.03,0.02,0.02,0.92,0.03,0.42,0.37,0.47,0.45,0.52,0.44,0.25,0.53,0.5,0.12,0.55,0.47,1,0.64,0.48,0.65,0.37,0.07,0.08,0.11,0.07,0.14,0.19,0.17,0.74,0.33,0.54,0.03,0,0.03,0.83,0.56,0.78,0.75,0.04,0.5,0.98,0.31,0,0.06,0.02,0.5,0.33,0.69,0.49,0,0,0.34,0.04,0.5,0,0.07,0.17,0.17,0.07,0.01,0,1,0.5,0.13,1 +34,15,82120,Woodburycity,7,0,0.42,0.39,0.67,0.04,0.03,0.29,0.42,0.23,0.56,0.02,1,0.29,0.4,0.14,0.41,0.64,0.64,0.62,0.35,0.3,0.34,0.21,0.21,0.23,0.32,0.33,0.01,0.32,0.33,0.47,0.31,0.53,0.36,0.32,0.57,0.4,0.42,0.47,0.51,0.59,0.57,0.49,0.36,0.41,0.42,0.43,0.52,0.68,0.01,0.54,0,0,0.09,0.11,0.2,0,0.02,0.02,0.03,0.92,0.04,0.27,0.23,0.4,0.52,0.25,0.59,0.1,0.47,0.5,0.01,0.86,0.52,0.68,0.51,0.08,0.17,0.08,0.2,0.19,0.19,0.07,0.27,0.34,0.27,0.67,0.53,0.67,0,0,0.09,0.6,0.7,0.7,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.44,0.23,?,?,?,?,0,?,0.21 +9,1,86370,Wiltontown,7,0.01,0.55,0.02,0.96,0.09,0.02,0.37,0.28,0.2,0.31,0.01,0.34,1,0.7,0.46,0.94,0.34,0.04,0.38,1,1,1,0.5,0,0.79,1,1,0,0.06,0.07,0.06,1,0.2,0.58,0.37,0.45,0.04,0.91,0.16,0.28,0.21,0.19,0.51,0.98,0.99,0.96,0.87,0.03,0.11,0,0,0.01,0.27,0.24,0.31,0.33,0.15,0.12,0.14,0.14,0.87,0.03,0.19,0.21,0.58,0.61,0.25,0.91,0.01,0.15,1,0.01,0.84,0.87,0.06,0.45,0.54,0.01,0,1,1,1,0.65,0.9,1,0.97,0.47,0.5,0.46,0,0,0.24,0.22,0.66,0.6,0.37,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.05,0.61,?,?,?,?,0,?,0.02 +16,?,?,Moscowcity,7,0.01,0.53,0.02,0.92,0.21,0.03,0.98,1,1,0.2,0,0,0.14,0.74,0.77,0.58,0.23,0.16,0.36,0.24,0.17,0.17,0.06,0.11,0.17,0.14,0.29,0.03,0.62,0.12,0.1,0.8,0.37,0.38,0.03,1,0.14,0.62,0.2,0.96,0.27,0.24,0.39,0.73,0.8,0.85,0.67,0.48,0.55,0,0.19,0.01,1,1,1,0.89,0.48,0.38,0.32,0.26,0.88,0.03,0.18,0.13,0.31,0.47,0.25,0.32,0.14,0.65,0,0.01,0.93,0.27,0.26,0.36,0.54,0.19,0.29,0.15,0.13,0.13,0.18,0.19,0.19,0.15,0.67,0.18,0.18,0,0,0.17,0.32,0.13,0.04,0.18,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.32,0.01,?,?,?,?,0,?,0.07 +5,?,?,ElDoradocity,7,0.02,0.37,0.73,0.42,0.02,0.01,0.38,0.4,0.24,0.62,0,0,0.13,0.31,0.35,0.35,0.65,0.5,0.51,0.16,0.21,0.33,0.13,0.09,0.32,0.77,0.21,0.05,0.66,0.37,0.57,0.25,0.48,0.28,0.5,0.39,0.52,0.34,0.59,0.31,0.57,0.61,0.44,0.38,0.35,0.42,0.39,0.5,0.51,0.03,0.54,0,0.26,0.19,0.4,0.42,0.01,0.01,0.02,0.02,0.98,0.03,0.26,0.23,0.37,0.33,0.47,0.53,0.19,0.55,0.5,0.06,0.55,0.57,0.27,0.71,0.38,0.87,0.25,0.05,0.05,0.07,0.05,0.09,0.11,0.15,0.59,0.25,0.54,0,0,0.02,0.78,0.69,0.79,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.12,0.01,?,?,?,?,0,?,0.21 +40,?,?,ElRenocity,7,0.01,0.56,0.18,0.71,0.03,0.08,0.37,0.42,0.24,0.46,0,0,0.17,0.44,1,0.37,0.56,0.29,0.5,0.2,0.17,0.2,0.13,0.09,0.07,0.27,0.29,0.03,0.55,0.38,0.48,0.14,0.51,0.21,0.21,0.33,0.54,0.28,0.87,0.31,0.56,0.73,0.47,0.54,0.55,0.49,0.59,0.54,0.59,0.01,0.26,0,0.23,0.2,0.31,0.43,0.04,0.03,0.04,0.05,0.9,0.08,0.26,0.24,0.44,0.37,0.54,0.58,0.18,0.53,0.5,0.05,0.38,0.62,0.32,0.85,0.35,0.72,0.28,0.03,0.04,0.05,0.1,0.13,0.16,0.18,0.66,0.29,0.44,0,0,0.06,0.66,0.45,0.56,0.56,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.23,0.02,0,?,?,?,?,0,?,0.21 +47,?,?,Dyersburgcity,7,0.01,0.33,0.38,0.7,0.01,0.01,0.41,0.47,0.32,0.55,0,0,0.14,0.37,0.42,0.25,0.57,0.69,0.32,0.18,0.21,0.24,0.16,0.56,0.17,0,0.45,0.03,0.6,0.87,0.8,0.18,0.47,0.35,0.9,0.25,0.86,0.29,0.77,0.26,0.73,0.78,0.37,0.4,0.39,0.47,0.29,0.5,0.5,0.01,0.34,0,1,0.88,0.72,0.61,0.03,0.02,0.02,0.01,0.99,0.01,0.12,0.11,0.32,0.32,0.37,0.41,0.11,0.61,0,0.02,0.82,0.43,0.18,0.31,0.54,0.65,0.75,0.05,0.05,0.08,0.06,0.12,0.13,0.15,0.47,0.13,0.42,0,0,0.01,0.79,0.52,0.71,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.12,0,?,?,?,?,0,?,0.4 +34,13,78510,WestCaldwelltownship,7,0,0.59,0.01,0.94,0.21,0.03,0.31,0.34,0.22,0.49,0.02,1,0.89,0.69,0,0.88,0.51,0.06,0.56,0.83,0.7,0.68,0.73,0,0.52,1,0.77,0,0.01,0.19,0.17,0.68,0.06,0.67,0.36,0.51,0.12,0.77,0.08,0.38,0.14,0.12,0.54,0.97,0.96,1,0.85,0.46,0.51,0,0.03,0.01,0.17,0.17,0.15,0.2,0.1,0.09,0.07,0.09,0.78,0.1,0.2,0.22,0.62,0.63,0.29,0.94,0.03,0.15,0.5,0,1,0.91,0,0.6,0.33,0,0.11,0.64,0.62,0.6,0.8,0.76,0.9,0.82,0.83,0.41,0.6,0,0,0.25,0.72,0.88,0.83,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.17,0.27,?,?,?,?,0,?,0.04 +48,?,?,McAllencity,7,0.12,0.81,0.01,0.56,0.04,1,0.63,0.59,0.4,0.32,0.13,1,0.17,0.5,0.55,0.28,0.42,0.68,0.23,0.15,0.16,0.2,0.34,0.12,0.21,0.17,0.24,0.25,0.88,1,0.75,0.3,0.7,0.31,0.21,0.43,0.33,0.46,0.29,0.45,0.43,0.39,0.96,0.64,0.59,0.71,0.61,0.34,0.26,0.05,0.24,0.15,0.37,0.39,0.41,0.49,0.68,0.63,0.6,0.66,0,1,0.94,0.94,0.88,0.89,0.81,0.52,0.9,0.6,0,0.2,0.45,0.52,0.25,0.2,0.77,0.57,0.79,0.08,0.09,0.1,0.16,0.2,0.22,0.18,0.43,0.38,0.37,0.03,0.01,0.79,0.55,0.58,0.71,0.67,0.02,0.15,0.97,0.19,0.02,0.08,0.17,0.15,0.78,0,0,1,0,1,0,0.29,0.47,0.09,0.22,0.03,0.08,0.02,0.83,1,0,0.1,0.31 +39,?,?,Fairfieldcity,7,0.05,0.41,0.06,0.93,0.09,0.01,0.38,0.54,0.31,0.25,0.06,1,0.44,0.78,0.16,0.61,0.28,0.12,0.35,0.45,0.4,0.38,0.39,0.2,0.53,0.41,0.6,0.01,0.09,0.17,0.24,0.41,0.18,0.72,0.49,0.29,0.31,0.51,0.44,0.31,0.47,0.47,0.44,0.75,0.79,0.82,0.67,0.54,0.64,0.01,0.13,0.01,0.38,0.42,0.43,0.41,0.05,0.05,0.05,0.04,0.95,0.03,0.14,0.14,0.44,0.53,0.27,0.63,0.03,0.51,0.5,0.05,0.77,0.57,0,0.22,0.77,0.07,0.01,0.19,0.18,0.17,0.43,0.38,0.4,0.39,0.23,0.27,0.21,0,0,0.05,0.66,0.4,0.42,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.16,0.03,?,?,?,?,0,?,0.2 +39,61,65732,Readingcity,7,0,0.34,0.03,0.97,0.04,0.01,0.29,0.49,0.31,0.46,0.02,1,0.3,0.66,0.03,0.54,0.49,0.23,0.6,0.33,0.3,0.29,0.33,0.15,0.22,0,0.88,0.01,0.15,0.37,0.47,0.22,0.28,0.55,0.63,0.27,0.53,0.35,0.6,0.42,0.54,0.59,0.43,0.65,0.68,0.68,0.64,0.5,0.49,0,0.12,0,0.57,0.68,0.78,0.72,0.04,0.04,0.04,0.04,0.97,0.01,0.17,0.15,0.36,0.5,0.17,0.61,0.09,0.61,0,0.01,0.83,0.52,0.03,0.35,0.35,0.17,0.18,0.14,0.12,0.11,0.25,0.25,0.25,0.21,0.19,0.25,0.21,0,0,0.02,0.76,0.7,0.87,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.34,0.07,?,?,?,?,0,?,0.05 +40,?,?,Tulsacity,7,0.57,0.29,0.26,0.69,0.08,0.05,0.39,0.49,0.32,0.4,0.58,1,0.23,0.56,0.35,0.45,0.42,0.27,0.38,0.28,0.35,0.4,0.19,0.17,0.34,0.24,0.33,0.49,0.39,0.17,0.29,0.41,0.37,0.52,0.31,0.43,0.28,0.48,0.7,0.39,0.75,0.76,0.37,0.51,0.53,0.61,0.49,0.49,0.47,0.22,0.3,0.07,0.45,0.47,0.52,0.57,0.1,0.09,0.09,0.09,0.92,0.06,0.16,0.14,0.29,0.35,0.26,0.48,0.13,0.56,0,1,0.51,0.46,0.84,0.64,0.54,0.42,0.19,0.09,0.1,0.13,0.19,0.21,0.24,0.21,0.38,0.36,0.37,0.2,0.21,0.08,0.56,0.45,0.64,0.61,0.14,0.17,0.85,0.2,0.17,0.17,0.32,0.17,0.77,0.78,0.23,0.01,0.05,0.17,0.12,0.93,0.23,0.53,0.17,0.08,0.72,0.18,0.74,0.5,0.47,0.2,0.54 +6,?,?,Montclaircity,7,0.03,0.79,0.18,0.41,0.42,0.71,0.48,0.58,0.39,0.22,0.04,1,0.35,0.68,0.35,0.28,0.36,0.59,0.38,0.31,0.22,0.26,0.29,0.21,0.21,0.23,0.29,0.04,0.44,0.4,0.56,0.14,0.49,0.56,0.54,0.27,0.64,0.22,0.54,0.54,0.64,0.61,0.85,0.55,0.49,0.62,0.51,0.41,0.35,0.02,0.36,0.04,0.53,0.66,0.65,0.69,0.77,0.84,0.75,0.74,0.39,0.67,0.89,0.87,0.85,0.74,0.97,0.47,0.82,0.51,0.5,0.02,0.85,0.53,0.18,0.13,0.52,0.26,0.27,0.34,0.33,0.29,0.58,0.51,0.6,0.52,0.91,0.66,0.22,0.01,0.05,0.62,0.49,0.4,0.29,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.47,0.1,?,?,?,?,0,?,0.54 +41,?,?,McMinnvillecity,7,0.01,0.47,0,0.92,0.1,0.14,0.54,0.53,0.44,0.51,0,0,0.24,0.4,0.34,0.54,0.58,0.31,0.52,0.27,0.25,0.25,0.05,0.14,0.12,0.24,0.22,0.02,0.33,0.26,0.32,0.3,0.27,0.44,0.44,0.44,0.47,0.34,0.45,0.41,0.5,0.5,0.42,0.57,0.63,0.48,0.59,0.4,0.45,0.01,0.19,0.01,0.73,0.74,0.8,0.74,0.32,0.29,0.28,0.24,0.86,0.18,0.27,0.24,0.42,0.43,0.45,0.47,0.18,0.5,0.5,0.01,0.93,0.48,0.13,0.24,0.69,0.3,0.22,0.13,0.12,0.11,0.23,0.25,0.26,0.22,0.48,0.34,0.25,0.01,0.16,0.18,0.43,0.33,0.45,0.48,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.17,0.04,?,?,?,?,0,?,0.11 +12,?,?,CapeCoralcity,7,0.1,0.37,0.02,0.97,0.04,0.07,0.26,0.3,0.17,0.79,0.12,0.98,0.32,0.32,0.18,0.61,0.79,0.14,0.95,0.3,0.34,0.32,0.28,0.14,0.2,0.28,0.32,0.04,0.14,0.18,0.31,0.23,0.24,0.35,0.12,0.35,0.28,0.33,0.39,0.13,0.38,0.4,0.27,0.72,0.73,0.8,0.7,0.61,0.67,0.01,0.05,0.03,0.16,0.21,0.25,0.26,0.07,0.08,0.09,0.09,0.86,0.06,0.09,0.11,0.4,0.36,0.49,0.69,0.07,0.39,0.5,0.25,0.42,0.72,0.01,0.25,0.88,0.08,0.06,0.19,0.19,0.23,0.42,0.38,0.43,0.42,0.51,0.6,0.25,0,0,0.19,0.05,0.25,0.31,0.05,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.31,0.06,0.02,?,?,?,?,0,?,0.13 +22,?,?,Crowleycity,7,0.01,0.48,0.6,0.53,0.02,0.01,0.46,0.45,0.29,0.47,0,0,0.04,0.18,0.81,0.2,0.64,0.92,0.25,0.05,0.1,0.15,0.11,0.09,0.14,0.03,0.15,0.04,0.93,0.88,0.83,0.16,0.76,0.12,0.31,0.42,0.6,0.27,0.5,0.41,0.6,0.58,0.57,0.34,0.34,0.31,0.39,0.36,0.21,0.02,0.66,0,0,0.25,0.21,0.18,0,0,0,0,0.67,0.13,0.35,0.33,0.51,0.43,0.62,0.47,0.29,0.5,0.5,0.04,0.5,0.52,0.29,0.84,0.38,0.79,0.57,0.04,0.04,0.06,0.01,0.05,0.04,0.06,0.78,0.47,0.61,0,0,0,1,0.67,0.92,0.94,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.26,0.05,?,?,?,?,0,?,0.42 +51,660,35624,Harrisonburgcity,7,0.03,0.61,0.13,0.87,0.09,0.03,1,1,1,0.31,0,0,0.23,0.66,0.29,0.53,0.38,0.26,0.3,0.27,0.22,0.22,0.2,0.19,0.13,0.17,0.17,0.05,0.57,0.35,0.39,0.46,0.26,0.37,0.34,0.61,0.38,0.46,0.32,0.97,0.31,0.33,0.3,0.54,0.58,0.61,0.63,0.57,0.6,0.01,0.33,0,0.8,0.78,0.75,0.74,0.14,0.12,0.1,0.09,0.93,0.06,0.11,0.11,0.34,0.36,0.38,0.26,0.06,0.5,0.5,0.03,0.8,0.27,0.08,0.3,0.71,0.36,0.09,0.18,0.19,0.21,0.24,0.27,0.31,0.27,0.47,0.46,0.21,0,0,0.07,0.54,0.21,0.05,0.44,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.15,0.11,?,?,?,?,0,?,0.06 +6,?,?,Clearlakecity,7,0,0.24,0.08,0.87,0.06,0.1,0.28,0.25,0.15,0.9,0,0,0.08,0,0.03,0.26,0.97,1,0.78,0.11,0.15,0.14,0.2,0.13,0.21,0.24,0.21,0.02,0.59,0.36,0.68,0.06,0.89,0,0.04,0.36,0.43,0.22,0.96,0.17,0.82,0.92,0.26,0.25,0.27,0.05,0.68,0.3,0.18,0.01,0.19,0,0.04,0.15,0.22,0.2,0.01,0.03,0.04,0.03,0.93,0.01,0.22,0.18,0.27,0.18,0.46,0.52,0.3,0.89,0,0.11,0,0.59,0.1,0.73,0.67,0.62,0.28,0.13,0.13,0.14,0.23,0.25,0.26,0.3,0.94,0.7,0.63,0,0.06,0.09,0.58,0.36,0.41,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0.03,?,?,?,?,0,?,0.7 +4,?,?,Phoenixcity,7,1,0.44,0.1,0.72,0.1,0.37,0.41,0.53,0.33,0.3,1,1,0.29,0.64,0.21,0.38,0.36,0.27,0.37,0.3,0.31,0.34,0.23,0.12,0.29,0.21,0.26,1,0.37,0.3,0.36,0.31,0.41,0.57,0.31,0.33,0.34,0.4,0.69,0.47,0.72,0.73,0.54,0.54,0.53,0.58,0.55,0.51,0.53,0.72,0.36,0.57,0.43,0.53,0.57,0.61,0.26,0.28,0.27,0.27,0.68,0.25,0.39,0.34,0.47,0.51,0.43,0.52,0.33,0.57,0,1,0.48,0.5,0.29,0.32,0.71,0.42,0.24,0.16,0.15,0.17,0.31,0.31,0.35,0.31,0.55,0.56,0.42,1,0.63,0.25,0.29,0.4,0.65,0.44,0.42,0.16,0.55,0.21,0.74,0.25,0.5,0.16,0.93,0.75,0.09,0.29,0.1,0.27,0.18,0.93,0.35,1,0.2,0.18,1,0.47,0.87,0.5,0.26,0.17,0.45 +51,735,63768,Poquosoncity,7,0,0.58,0.01,0.97,0.09,0.01,0.51,0.44,0.28,0.24,0.02,1,0.52,0.72,0.34,0.64,0.34,0.05,0.71,0.5,0.4,0.39,0.81,0.13,0.2,1,1,0,0.06,0.18,0.25,0.47,0.12,0.65,0.33,0.47,0.22,0.58,0.25,0.27,0.24,0.25,0.53,0.84,0.83,0.86,0.85,0.51,0.58,0,0.06,0,0.07,0.1,0.22,0.2,0.01,0.01,0.03,0.02,0.94,0.02,0.15,0.18,0.63,0.6,0.6,0.82,0.04,0.18,0.5,0,0.9,0.82,0.25,0.64,0.71,0.09,0.13,0.24,0.26,0.28,0.46,0.43,0.58,0.47,0.45,0.51,0.29,0,0,0.06,0.51,0.56,0.39,0.45,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.06,0.02,?,?,?,?,0,?,0.15 +25,9,40675,Methuentown,7,0.05,0.48,0.02,0.92,0.08,0.09,0.36,0.42,0.26,0.55,0.06,0.95,0.43,0.51,0.18,0.51,0.6,0.29,0.63,0.46,0.36,0.35,0.33,0.31,0.29,0.2,0.26,0.03,0.18,0.4,0.45,0.29,0.49,0.48,0.61,0.38,0.41,0.45,0.28,0.43,0.32,0.31,0.54,0.69,0.68,0.73,0.61,0.64,0.62,0.02,0.17,0.02,0.16,0.19,0.26,0.3,0.08,0.08,0.11,0.11,0.71,0.18,0.27,0.26,0.51,0.58,0.34,0.68,0.09,0.46,0.5,0.04,0.81,0.64,0.15,0.38,0.42,0.11,0.06,0.39,0.37,0.34,0.35,0.48,0.53,0.46,0.47,0.59,0.58,0,0,0.21,0.84,0.78,0.88,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.15,0.1,?,?,?,?,0,?,0.15 +39,61,74104,Springdalecity,7,0,0.36,0.27,0.76,0.11,0.02,0.36,0.45,0.27,0.39,0.02,1,0.44,0.63,0.13,0.56,0.43,0.16,0.55,0.43,0.42,0.4,0.46,0,0.42,0.17,0.34,0,0.09,0.22,0.29,0.37,0.18,0.62,0.51,0.3,0.3,0.53,0.44,0.35,0.47,0.48,0.4,0.66,0.7,0.72,0.66,0.71,0.68,0,0.09,0,0.36,0.27,0.33,0.36,0.07,0.04,0.05,0.05,0.93,0.07,0.13,0.12,0.38,0.47,0.27,0.57,0.05,0.39,0.5,0.01,0.85,0.52,0.04,0.13,0.65,0.04,0.1,0.17,0.14,0.13,0.43,0.43,0.5,0.45,0.35,0.16,0.19,0,0,0.07,0.6,0.53,0.63,0.61,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.18,0.07,?,?,?,?,0,?,0.12 +5,?,?,Sherwoodcity,7,0.01,0.46,0.1,0.91,0.03,0.02,0.43,0.48,0.27,0.22,0.03,1,0.41,0.81,0.41,0.49,0.28,0.1,0.51,0.38,0.35,0.34,0.31,0.15,0.31,0.13,0.31,0.01,0.1,0.08,0.2,0.37,0.17,0.73,0.27,0.42,0.3,0.44,0.42,0.22,0.5,0.48,0.44,0.78,0.8,0.8,0.78,0.75,0.76,0,0.03,0,0.13,0.09,0.21,0.26,0.01,0.01,0.02,0.02,0.97,0.03,0.08,0.1,0.5,0.52,0.43,0.7,0.06,0.28,0.5,0.02,0.82,0.69,0.19,0.42,0.77,0.12,0.05,0.14,0.13,0.13,0.27,0.26,0.28,0.33,0.22,0.28,0.19,0,0,0.04,0.62,0.53,0.67,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.13,0.03,?,?,?,?,0,?,0.11 +39,?,?,Dublincity,7,0.01,0.6,0.02,0.92,0.28,0.01,0.35,0.26,0.11,0.1,0.03,1,0.99,0.91,0.22,0.85,0.09,0.01,0.17,0.9,0.88,0.87,0.62,0,0.56,0.34,0.41,0,0.01,0.01,0,0.96,0,0.76,0.37,0.5,0.04,1,0.2,0.16,0.21,0.21,0.58,0.97,1,0.98,0.86,0.24,0.27,0,0.03,0.01,0.58,0.49,0.59,0.53,0.2,0.15,0.16,0.13,0.89,0.09,0.12,0.15,0.66,0.71,0.31,0.85,0.01,0.2,1,0.02,0.74,0.79,0.1,0.34,0.96,0.01,0.14,0.45,0.47,0.51,0.59,0.63,0.69,0.64,0.1,0.53,0.19,0,0,0.14,0.53,0.11,0.24,0.24,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.08,0,?,?,?,?,0,?,0.03 +34,1,68430,SomersPointcity,7,0,0.29,0.08,0.9,0.12,0.05,0.3,0.44,0.23,0.52,0.02,1,0.33,0.55,0.34,0.5,0.56,0.1,0.49,0.37,0.43,0.42,0.35,0.21,0.45,0.22,0.39,0.01,0.15,0.21,0.36,0.32,0.16,0.65,0.05,0.31,0.16,0.38,0.57,0.44,0.64,0.64,0.4,0.54,0.59,0.67,0.46,0.78,0.79,0,0.2,0,0.31,0.25,0.42,0.44,0.1,0.07,0.11,0.11,0.9,0.04,0.17,0.14,0.32,0.38,0.27,0.48,0.07,0.59,0,0.04,0.43,0.45,0.04,0.6,0.58,0.1,0.29,0.26,0.25,0.23,0.56,0.5,0.5,0.47,0.54,0.59,0.82,0,0,0.14,0.54,0.55,0.63,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.23,0.16,?,?,?,?,0,?,0.09 +40,?,?,Ardmorecity,7,0.02,0.35,0.23,0.66,0.03,0.05,0.38,0.38,0.21,0.63,0,0,0.15,0.28,0.56,0.34,0.65,0.44,0.49,0.18,0.25,0.29,0.14,0.11,0.22,0.19,0.22,0.04,0.58,0.36,0.48,0.24,0.51,0.3,0.28,0.48,0.47,0.35,0.72,0.22,0.67,0.72,0.4,0.48,0.46,0.47,0.29,0.45,0.51,0.02,0.3,0,0.04,0.34,0.59,0.79,0,0.03,0.05,0.06,0.95,0.01,0.18,0.17,0.34,0.29,0.47,0.56,0.13,0.52,0.5,0.07,0.46,0.6,0.12,0.64,0.42,0.64,0.17,0.04,0.04,0.07,0.07,0.13,0.15,0.16,0.42,0.37,0.46,0.04,0,0.04,0.72,0.56,0.72,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.14,0.04,0.01,?,?,?,?,0,?,0.3 +48,?,?,Victoriacity,7,0.07,0.51,0.15,0.65,0.02,0.7,0.46,0.48,0.3,0.36,0.09,1,0.23,0.56,0.65,0.38,0.44,0.41,0.35,0.25,0.25,0.29,0.19,0.14,0.3,0.19,0.24,0.09,0.5,0.52,0.51,0.24,0.43,0.47,0.31,0.41,0.38,0.34,0.52,0.32,0.56,0.57,0.6,0.61,0.58,0.7,0.55,0.47,0.41,0.03,0.21,0.01,0.22,0.23,0.3,0.48,0.05,0.05,0.05,0.08,0.5,0.25,0.36,0.34,0.54,0.55,0.54,0.48,0.35,0.52,0.5,0.11,0.62,0.49,0.36,0.59,0.63,0.62,0.33,0.07,0.08,0.09,0.17,0.19,0.22,0.2,0.4,0.37,0.39,0,0.01,0.09,0.87,0.53,0.74,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.15,0.01,?,?,?,?,0,?,0.39 +23,5,66145,Scarboroughtown,7,0,0.43,0,0.99,0.04,0,0.35,0.4,0.23,0.32,0.01,0.32,0.48,0.67,0.32,0.65,0.38,0.14,0.44,0.48,0.44,0.42,0.05,0,0.37,0,0.41,0,0.05,0.16,0.18,0.46,0.25,0.67,0.25,0.37,0.3,0.5,0.41,0.31,0.39,0.41,0.42,0.8,0.81,0.89,0.76,0.63,0.72,0,0.04,0,0,0.18,0.24,0.2,0,0.02,0.02,0.02,0.92,0.03,0.1,0.11,0.47,0.49,0.35,0.77,0.02,0.36,0.5,0.03,0.49,0.74,0.16,0.97,0.65,0.03,0.57,0.31,0.33,0.35,0.54,0.54,0.58,0.6,0.4,0.53,0.21,0,0,0.05,0.67,0.52,0.66,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.14,0.02,0.02,?,?,?,?,0,?,0.05 +48,?,?,Canyoncity,7,0,0.47,0.05,0.86,0.11,0.17,0.86,0.85,0.82,0.28,0,0,0.19,0.64,1,0.4,0.37,0.15,0.4,0.29,0.19,0.2,0.08,0.08,0.1,0.16,0.21,0.02,0.45,0.18,0.23,0.64,0.35,0.56,0.06,0.84,0.23,0.53,0.29,0.65,0.43,0.38,0.44,0.59,0.65,0.66,0.59,0.78,0.8,0,0.07,0,0.88,0.73,0.74,0.7,0.18,0.13,0.12,0.11,0.82,0.08,0.16,0.14,0.36,0.43,0.31,0.47,0.14,0.53,0.5,0.03,0.48,0.44,0.18,0.44,0.63,0.35,0.56,0.1,0.09,0.1,0.16,0.18,0.2,0.17,0.65,0.44,0.31,0,0,0.08,0.7,0.3,0.28,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.19,0,?,?,?,?,0,?,0.03 +54,?,?,Wheelingcity,7,0.04,0.27,0.09,0.92,0.04,0,0.35,0.34,0.25,0.74,0.06,1,0.16,0.23,0.09,0.48,0.77,0.39,0.67,0.23,0.26,0.25,0.18,0.02,0.31,0,0.25,0.05,0.44,0.39,0.43,0.29,0.42,0.3,0.24,0.65,0.4,0.45,0.48,0.41,0.5,0.51,0.36,0.51,0.56,0.54,0.48,0.59,0.53,0.02,0.26,0,0.16,0.15,0.14,0.13,0.02,0.01,0.01,0.01,0.94,0.03,0.14,0.12,0.25,0.35,0.15,0.59,0.05,0.56,0,0.11,0.49,0.53,0.45,0.86,0,0.48,0.39,0.06,0.06,0.08,0.07,0.11,0.12,0.1,0.5,0.18,0.24,0,0.02,0.04,0.78,0.73,0.8,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.21,0.23,?,?,?,?,0,?,0.22 +6,?,?,LagunaBeachcity,7,0.02,0.15,0.01,0.94,0.11,0.13,0.15,0.3,0.17,0.44,0.04,1,0.69,0.5,0.5,0.69,0.33,0.11,0.37,0.83,1,1,0.75,0.39,1,0.63,0.54,0.01,0.15,0.08,0.07,0.8,0.04,0.74,0.21,0.58,0.06,0.86,0.82,0.59,0.85,0.86,0.16,0.67,0.69,0.88,0.68,0.67,0.58,0,0.02,0.02,0.42,0.36,0.38,0.38,0.33,0.25,0.24,0.22,0.81,0.13,0.1,0.07,0.16,0.22,0.13,0.55,0.11,0.66,0,0.09,0.42,0.51,0.04,0.17,0.44,0.02,0.25,1,1,1,0.84,0.89,1,0.85,0.58,0.72,0.24,0,0.11,0.33,0.38,0.42,0.61,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.22,0.11,?,?,?,?,0,?,0.33 +48,?,?,BalchSpringscity,7,0.01,0.7,0.18,0.73,0.05,0.25,0.51,0.61,0.38,0.15,0.03,1,0.28,0.77,0.24,0.16,0.21,0.29,0.18,0.24,0.15,0.16,0.21,0.08,0.28,0.23,0.24,0.02,0.36,0.46,0.63,0.07,0.3,0.68,0.41,0.1,0.54,0.16,0.73,0.32,0.77,0.78,0.71,0.56,0.53,0.65,0.49,0.51,0.5,0.01,0.19,0.01,0.37,0.44,0.61,0.82,0.13,0.14,0.17,0.21,0.81,0.18,0.48,0.5,0.76,0.73,0.77,0.47,0.46,0.46,0.5,0.04,0.51,0.5,0.46,0.41,0.67,0.59,0.72,0.09,0.07,0.06,0.32,0.32,0.32,0.35,0.51,0.36,0.53,0,0,0.15,0.73,0.44,0.81,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.18,0.06,?,?,?,?,0,?,0.83 +32,?,?,Hendersoncity,7,0.09,0.51,0.05,0.87,0.12,0.15,0.38,0.47,0.25,0.26,0.1,0.99,0.45,0.73,0.1,0.4,0.3,0.16,0.5,0.41,0.39,0.39,0.3,0.19,0.25,0.31,0.37,0.04,0.18,0.14,0.29,0.27,0.32,0.64,0.16,0.2,0.29,0.36,0.69,0.28,0.66,0.69,0.52,0.68,0.67,0.69,0.64,0.45,0.52,0.02,0.15,0.02,0.38,0.39,0.43,0.48,0.14,0.13,0.13,0.13,0.85,0.06,0.32,0.31,0.55,0.59,0.48,0.59,0.23,0.44,0.5,0.11,0.65,0.57,0.06,0.1,0.96,0.12,0.13,0.22,0.22,0.23,0.5,0.51,0.55,0.52,0.45,0.59,0.22,0.01,0.2,0.16,0.12,0.11,0.29,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.21,0.08,0.03,?,?,?,?,0,?,0.11 +42,79,61120,Plainstownship,7,0,0.44,0,1,0.01,0,0.28,0.31,0.19,0.8,0.02,0.98,0.23,0.38,0.12,0.51,0.71,0.27,0.74,0.27,0.22,0.21,0.09,0,0,0,0.36,0.01,0.23,0.52,0.54,0.18,0.4,0.31,0.46,0.42,0.56,0.33,0.33,0.42,0.21,0.27,0.43,0.77,0.77,0.94,0.7,0.38,0.42,0,0.08,0,0.27,0.2,0.25,0.21,0.02,0.02,0.02,0.01,0.87,0.03,0.14,0.14,0.4,0.43,0.28,0.75,0.03,0.35,0.5,0.01,0.8,0.72,0.45,0.87,0,0.08,0.22,0.09,0.09,0.11,0.11,0.14,0.17,0.16,0.45,0.28,0.49,0,0,0.04,0.98,0.91,0.95,0.9,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.07,0.12,?,?,?,?,0,?,0.07 +48,?,?,Nacogdochescity,7,0.03,0.48,0.44,0.6,0.05,0.09,1,1,1,0.32,0,0,0.07,0.52,0.84,0.3,0.4,0.37,0.3,0.18,0.15,0.17,0.15,0.16,0.41,0.19,0.21,0.08,0.84,0.39,0.47,0.41,0.46,0.29,0.3,0.64,0.42,0.43,0.37,0.91,0.35,0.37,0.44,0.43,0.42,0.54,0.44,0.51,0.6,0.03,0.53,0.01,0.44,0.46,0.6,0.67,0.12,0.11,0.13,0.13,0.89,0.09,0.27,0.19,0.31,0.38,0.32,0.28,0.21,0.66,0,0.05,0.69,0.27,0.27,0.55,0.69,0.61,0.34,0.08,0.1,0.12,0.17,0.2,0.22,0.19,1,0.39,0.5,0.02,0,0.11,0.77,0.23,0.24,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.1,0.01,?,?,?,?,0,?,0.28 +9,1,8980,Brookfieldtown,7,0.01,0.55,0.01,0.96,0.1,0.03,0.39,0.4,0.25,0.24,0.02,0.73,0.8,0.77,0.4,0.77,0.31,0.06,0.37,0.75,0.66,0.64,0.59,0.14,0.43,0.53,0.56,0,0.05,0.1,0.14,0.67,0.22,0.72,0.55,0.41,0.18,0.67,0.23,0.35,0.28,0.27,0.56,0.91,0.92,0.95,0.81,0.41,0.5,0,0.04,0.01,0.28,0.29,0.33,0.37,0.14,0.13,0.13,0.14,0.83,0.04,0.18,0.21,0.6,0.62,0.31,0.91,0.03,0.22,0.5,0.02,0.69,0.88,0.11,0.43,0.63,0.02,0.06,0.59,0.6,0.63,0.78,0.78,0.91,0.85,0.39,0.65,0.53,0,0,0.21,0.32,0.59,0.64,0.42,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.06,0.11,?,?,?,?,0,?,0.02 +12,?,?,TarponSpringscity,7,0.01,0.32,0.16,0.86,0.04,0.03,0.31,0.32,0.2,0.81,0.03,1,0.23,0.24,0.12,0.52,0.81,0.24,0.78,0.25,0.29,0.3,0.12,0.11,0.11,0.38,0.41,0.02,0.28,0.3,0.44,0.23,0.44,0.22,0.18,0.39,0.26,0.39,0.57,0.24,0.47,0.53,0.31,0.56,0.54,0.56,0.61,0.45,0.45,0.01,0.21,0.01,0.16,0.18,0.17,0.21,0.12,0.12,0.1,0.11,0.7,0.13,0.16,0.15,0.33,0.31,0.36,0.66,0.12,0.7,0,0.09,0.18,0.67,0.04,0.39,0.77,0.33,0.17,0.16,0.16,0.18,0.23,0.28,0.34,0.29,0.67,0.71,0.36,0,0,0.31,0.18,0.48,0.5,0.37,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.17,0.04,?,?,?,?,0,?,0.41 +34,9,54360,OceanCitycity,7,0.01,0.2,0.1,0.91,0.03,0.02,0.24,0.4,0.25,0.76,0.02,1,0.34,0.36,0.14,0.61,0.69,0.16,0.77,0.37,0.52,0.53,0.27,0.03,0.22,0.2,0.36,0.01,0.16,0.11,0.22,0.42,0.26,0.44,0.08,0.41,0.15,0.54,0.52,0.46,0.52,0.54,0.26,0.46,0.52,0.6,0.52,0.66,0.65,0.01,0.19,0,0.47,0.64,0.52,0.47,0.08,0.09,0.07,0.06,0.93,0.05,0.15,0.12,0.21,0.22,0.26,0.42,0.07,0.36,0.5,0.63,0,0.43,0.01,0.91,0.54,0.15,0.33,0.41,0.45,0.55,0.51,0.5,0.55,0.54,0.51,0.75,0.76,0,0,0.07,0.31,0.4,0.37,0.43,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.19,0.16,?,?,?,?,0,?,0.12 +4,?,?,Glendalecity,7,0.22,0.49,0.06,0.77,0.13,0.29,0.5,0.56,0.37,0.22,0.23,1,0.33,0.7,0.13,0.4,0.29,0.23,0.39,0.34,0.29,0.3,0.31,0.16,0.27,0.24,0.29,0.15,0.3,0.23,0.29,0.27,0.36,0.63,0.3,0.36,0.34,0.39,0.58,0.4,0.65,0.64,0.56,0.6,0.6,0.59,0.58,0.52,0.58,0.07,0.24,0.06,0.41,0.45,0.5,0.53,0.17,0.17,0.17,0.16,0.76,0.16,0.32,0.3,0.53,0.58,0.46,0.56,0.28,0.53,0.5,0.4,0.48,0.54,0.02,0.29,0.83,0.36,0.16,0.18,0.18,0.17,0.32,0.3,0.33,0.31,0.6,0.58,0.29,0,0.1,0.17,0.28,0.34,0.62,0.4,0.03,0.08,0.96,0.11,0.04,0.09,0.29,0.08,0.89,0.84,0.03,0.23,0,0.17,0.07,1,0.79,0.15,0.24,0.09,0.08,0.04,0.84,0.5,1,0.09,0.34 +55,139,55750,Neenahcity,7,0.02,0.4,0,0.98,0.06,0.02,0.35,0.44,0.23,0.37,0.04,1,0.34,0.6,0.16,0.68,0.46,0.26,0.55,0.36,0.34,0.33,0.15,0.18,0.25,0.1,0.27,0.01,0.15,0.2,0.26,0.32,0.24,0.57,0.94,0.32,0.68,0.34,0.39,0.33,0.42,0.42,0.47,0.71,0.77,0.73,0.7,0.55,0.55,0.01,0.13,0,0.28,0.34,0.33,0.48,0.04,0.04,0.04,0.05,0.96,0.03,0.19,0.18,0.44,0.51,0.28,0.66,0.06,0.44,0.5,0.01,0.93,0.61,0.1,0.45,0.42,0.08,0.06,0.11,0.1,0.09,0.24,0.23,0.23,0.24,0.26,0.34,0.29,0,0,0.06,0.85,0.61,0.72,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.26,0.03,?,?,?,?,0,?,0.07 +19,?,?,Boonecity,7,0,0.33,0,0.99,0.02,0.01,0.35,0.38,0.22,0.58,0,0,0.21,0.46,0.43,0.58,0.66,0.31,0.38,0.26,0.24,0.23,0.01,0.78,0.03,0,0,0.01,0.27,0.28,0.28,0.23,0.19,0.45,0.34,0.65,0.55,0.29,0.48,0.22,0.45,0.48,0.38,0.67,0.72,0.76,0.52,0.71,0.74,0,0.06,0,0.15,0.22,0.18,0.55,0.01,0.02,0.01,0.03,0.97,0.02,0.16,0.14,0.33,0.37,0.24,0.66,0.05,0.54,0.5,0.01,0.83,0.62,0.15,0.49,0,0.27,0.24,0.04,0.04,0.04,0.11,0.14,0.13,0.13,0.28,0.15,0.43,0,0,0.03,0.87,0.59,0.71,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.12,0.01,?,?,?,?,0,?,0.05 +42,45,78776,UpperChichestertownship,7,0.01,0.52,0.15,0.87,0.04,0.02,0.41,0.49,0.31,0.36,0.02,1,0.47,0.68,0.16,0.54,0.49,0.19,0.51,0.46,0.34,0.32,0.4,0.26,0.08,0.99,0.54,0,0.1,0.23,0.36,0.21,0.12,0.64,0.55,0.37,0.48,0.34,0.46,0.39,0.35,0.41,0.6,0.75,0.72,0.89,0.81,0.59,0.57,0,0.13,0,0.05,0.19,0.16,0.15,0.01,0.02,0.02,0.01,0.94,0.03,0.31,0.3,0.57,0.68,0.26,0.75,0.06,0.4,0.5,0.02,0.73,0.67,0.19,0.44,0.56,0.07,0,0.26,0.28,0.27,0.47,0.46,0.47,0.46,0.43,0.51,0.63,0,0,0.05,0.88,0.77,0.9,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.19,0.08,?,?,?,?,0,?,0.12 +25,9,68645,Swampscotttown,7,0.01,0.41,0.01,0.98,0.03,0.02,0.29,0.33,0.22,0.6,0.02,1,0.64,0.49,0.04,0.7,0.55,0.12,0.55,0.68,0.7,0.68,1,0,0.24,0.56,0.59,0,0.09,0.07,0.12,0.72,0.24,0.5,0.36,0.66,0.12,0.82,0.18,0.37,0.24,0.22,0.41,0.82,0.86,0.95,0.83,0.45,0.45,0,0.05,0.01,0.33,0.31,0.29,0.34,0.19,0.16,0.13,0.14,0.84,0.04,0.11,0.12,0.43,0.47,0.28,0.75,0.02,0.4,0.5,0.02,0.74,0.71,0.08,0.5,0,0.02,0.18,0.59,0.6,0.63,0.65,0.73,0.9,0.79,0.37,0.55,0.57,0,0,0.24,0.77,0.78,0.8,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.37,0.54,?,?,?,?,0,?,0.04 +48,?,?,Shermancity,7,0.03,0.38,0.25,0.75,0.05,0.08,0.49,0.53,0.39,0.52,0.05,1,0.22,0.46,0.52,0.41,0.6,0.33,0.45,0.23,0.27,0.29,0.2,0.16,0.21,0.16,0.16,0.04,0.41,0.31,0.42,0.3,0.46,0.41,0.59,0.53,0.46,0.42,0.61,0.37,0.64,0.66,0.4,0.5,0.51,0.54,0.5,0.65,0.64,0.01,0.2,0.01,0.42,0.62,0.8,0.79,0.09,0.11,0.13,0.12,0.93,0.05,0.17,0.15,0.36,0.37,0.37,0.48,0.16,0.57,0,0.09,0.46,0.48,0.21,0.53,0.54,0.47,0.17,0.06,0.07,0.09,0.2,0.22,0.24,0.23,0.34,0.19,0.39,0,0,0.08,0.67,0.43,0.58,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.07,0,?,?,?,?,0,?,0.3 +45,?,?,MountPleasanttown,7,0.03,0.39,0.18,0.85,0.04,0.02,0.29,0.49,0.24,0.27,0.05,1,0.44,0.76,0.17,0.56,0.26,0.12,0.43,0.46,0.47,0.49,0.22,0.25,0.55,0.09,0.48,0.02,0.14,0.1,0.14,0.68,0.05,0.75,0.18,0.66,0.14,0.71,0.42,0.38,0.48,0.47,0.42,0.73,0.76,0.86,0.64,0.61,0.64,0.01,0.14,0,0.14,0.11,0.22,0.22,0.02,0.01,0.03,0.03,0.94,0.02,0.12,0.12,0.41,0.49,0.3,0.59,0.06,0.39,0.5,0.03,0.8,0.54,0.09,0.33,0.85,0.12,0.17,0.21,0.21,0.26,0.45,0.41,0.43,0.43,0.24,0.5,0.39,0,0,0.06,0.46,0.28,0.44,0.28,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.11,0.02,?,?,?,?,0,?,0.06 +54,?,?,SouthCharlestoncity,7,0.01,0.22,0.08,0.93,0.04,0.01,0.3,0.34,0.19,0.64,0.02,1,0.26,0.43,0.12,0.46,0.62,0.26,0.8,0.3,0.32,0.31,0.26,0,0.23,0,1,0.01,0.3,0.22,0.29,0.36,0.27,0.42,0.25,0.57,0.23,0.51,0.5,0.25,0.64,0.61,0.27,0.55,0.6,0.6,0.48,0.68,0.63,0,0.1,0,0.38,0.28,0.33,0.37,0.02,0.02,0.02,0.02,0.98,0.04,0.06,0.06,0.24,0.26,0.24,0.62,0.02,0.53,0.5,0.03,0.69,0.61,0.15,0.57,0.29,0.26,0.22,0.11,0.1,0.1,0.17,0.19,0.2,0.2,0.3,0.1,0.18,0,0,0.02,0.83,0.67,0.83,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.22,0.1,?,?,?,?,0,?,0.09 +32,?,?,LasVegascity,7,0.4,0.41,0.22,0.67,0.22,0.23,0.34,0.48,0.29,0.33,0.41,1,0.31,0.67,0.16,0.32,0.37,0.28,0.47,0.32,0.33,0.36,0.24,0.21,0.29,0.26,0.32,0.26,0.3,0.23,0.4,0.2,0.41,0.59,0.06,0.18,0.29,0.29,1,0.41,0.87,0.96,0.47,0.49,0.49,0.57,0.46,0.59,0.59,0.18,0.35,0.18,0.43,0.48,0.5,0.58,0.31,0.3,0.29,0.3,0.75,0.24,0.35,0.29,0.43,0.49,0.4,0.4,0.36,0.6,0,0.53,0.63,0.38,0.35,0.12,0.79,0.31,0.2,0.2,0.19,0.19,0.35,0.38,0.45,0.37,0.55,0.51,0.21,0.2,0.54,0.3,0.14,0.23,0.42,0.07,0.25,0.14,0.8,0.13,0.33,0.17,0.37,0.14,0.8,0.79,0.19,0.1,0.21,0.22,0.11,0.71,0.12,0.24,0.26,0.16,0.41,0.36,0.28,0.5,0.27,0.2,0.42 +55,73,84475,Wausaucity,7,0.04,0.37,0,0.9,0.37,0.01,0.35,0.43,0.27,0.55,0.06,1,0.23,0.44,0.31,0.67,0.63,0.38,0.48,0.28,0.27,0.28,0.09,0.16,0.05,0.21,0.27,0.04,0.3,0.5,0.42,0.27,0.21,0.48,0.53,0.43,0.51,0.38,0.4,0.37,0.34,0.38,0.44,0.69,0.75,0.71,0.71,0.5,0.58,0.01,0.13,0.01,0.99,0.86,0.73,0.87,0.36,0.27,0.21,0.23,0.87,0.13,0.24,0.21,0.37,0.41,0.34,0.57,0.11,0.48,0.5,0.03,0.87,0.55,0.14,0.37,0.19,0.18,0.36,0.09,0.07,0.08,0.2,0.22,0.23,0.21,0.38,0.3,0.47,0.03,0,0.15,0.82,0.59,0.71,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.22,0.11,?,?,?,?,0,?,0.02 +25,17,62535,Somervillecity,7,0.11,0.36,0.11,0.83,0.23,0.11,0.34,0.75,0.52,0.39,0.12,1,0.34,0.61,0.18,0.54,0.43,0.35,0.42,0.36,0.34,0.34,0.33,0.1,0.28,0.31,0.37,0.08,0.3,0.38,0.42,0.5,0.39,0.6,0.27,0.78,0.28,0.53,0.29,0.93,0.33,0.32,0.47,0.51,0.54,0.67,0.51,0.53,0.51,0.04,0.35,0.11,0.49,0.55,0.59,0.61,0.76,0.75,0.73,0.7,0.55,0.42,0.33,0.24,0.37,0.51,0.37,0.13,0.18,0.74,0,0.08,0.83,0.13,0.23,0.46,0,0.12,0.1,0.43,0.42,0.39,0.48,0.57,0.68,0.6,0.54,0.47,0.74,0.03,0,0.66,0.54,0.5,0.5,0.39,0.02,0.18,0.97,0.23,0.02,0.13,0.22,0.18,0.84,0.94,0.08,0.02,0,0.07,0.02,0.29,0.19,0.01,1,1,0,0.02,0.86,0,0.46,0.13,0.1 +39,147,76778,Tiffincity,7,0.01,0.44,0.03,0.97,0.04,0.02,0.56,0.55,0.45,0.5,0,0,0.21,0.4,0.33,0.53,0.64,0.3,0.64,0.25,0.21,0.2,0.25,0.18,0.78,0.19,0.3,0.02,0.27,0.28,0.4,0.2,0.4,0.41,0.61,0.53,0.6,0.33,0.41,0.5,0.39,0.41,0.45,0.67,0.7,0.51,0.68,0.67,0.75,0,0.11,0,0.44,0.38,0.47,0.43,0.05,0.04,0.04,0.04,0.96,0.02,0.22,0.19,0.37,0.42,0.3,0.62,0.05,0.49,0.5,0.02,0.77,0.59,0.46,0.54,0.13,0.29,0.18,0.07,0.05,0.06,0.13,0.14,0.12,0.15,0.24,0.1,0.28,0,0,0.04,0.9,0.64,0.77,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.26,0.02,?,?,?,?,0,?,0.07 +48,?,?,Richardsoncity,7,0.1,0.49,0.09,0.8,0.41,0.08,0.4,0.4,0.22,0.22,0.12,1,0.64,0.83,0.5,0.67,0.2,0.07,0.3,0.61,0.56,0.58,0.3,0.26,0.31,0.32,0.45,0.03,0.1,0.06,0.09,0.75,0.2,0.72,0.39,0.39,0.11,0.72,0.35,0.29,0.53,0.47,0.47,0.75,0.78,0.87,0.63,0.53,0.57,0.01,0.07,0.05,0.58,0.57,0.66,0.71,0.4,0.34,0.37,0.36,0.79,0.14,0.15,0.17,0.53,0.53,0.52,0.65,0.12,0.22,0.5,0.08,0.8,0.65,0.11,0.34,0.67,0.07,0.03,0.25,0.25,0.25,0.47,0.48,0.56,0.5,0.37,0.37,0.17,0,0,0.29,0.4,0.58,0.57,0.61,0.02,0.15,0.97,0.19,0.02,0.1,0.2,0.15,0.71,0.71,0.09,0.04,0,0.08,0.01,0.5,0.19,0.08,0.22,0.11,0.02,0.02,0.81,0,0.3,0.15,0.11 +53,?,?,Anacortescity,7,0,0.33,0.01,0.94,0.08,0.04,0.26,0.27,0.13,0.73,0,0,0.29,0.2,0.18,0.6,0.75,0.32,0.9,0.31,0.32,0.31,0.06,0.18,0.11,0.28,0.34,0.01,0.3,0.22,0.31,0.23,0.52,0.19,0.43,0.3,0.41,0.31,0.56,0.16,0.5,0.54,0.31,0.65,0.67,0.55,0.49,0.49,0.38,0,0.08,0,0,0.19,0.26,0.29,0,0.05,0.06,0.06,0.95,0.06,0.15,0.15,0.34,0.34,0.38,0.61,0.12,0.46,0.5,0.02,0.75,0.62,0.4,0.31,0.54,0.2,0.2,0.17,0.18,0.22,0.21,0.27,0.33,0.29,0.51,0.35,0.24,0.01,0,0.12,0.42,0.47,0.54,0.5,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0.04,?,?,?,?,0,?,0.03 +42,11,52200,Muhlenbergtownship,7,0,0.36,0.01,0.98,0.03,0.04,0.24,0.27,0.17,0.75,0.02,0.91,0.35,0.4,0.11,0.72,0.77,0.14,0.92,0.39,0.35,0.34,0.04,0,0.17,0.16,0.22,0.01,0.14,0.35,0.49,0.21,0.13,0.42,0.64,0.28,0.51,0.31,0.33,0.23,0.25,0.3,0.29,0.81,0.77,0.9,0.64,0.49,0.6,0,0.04,0,0.11,0.18,0.15,0.12,0.02,0.03,0.02,0.02,0.9,0.05,0.1,0.11,0.37,0.36,0.27,0.88,0.03,0.3,0.5,0,0.94,0.86,0.13,0.45,0.35,0.02,0.31,0.17,0.17,0.17,0.29,0.33,0.43,0.31,0.55,0.28,0.32,0,0,0.07,0.94,0.87,0.95,0.91,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0.04,?,?,?,?,0,?,0.06 +23,5,82105,Westbrookcity,7,0.01,0.38,0.01,0.98,0.03,0.01,0.38,0.51,0.32,0.43,0.03,1,0.3,0.61,0.19,0.44,0.48,0.31,0.58,0.32,0.28,0.26,0.37,0.16,0.24,0.36,0.14,0.01,0.25,0.25,0.35,0.2,0.28,0.59,0.46,0.35,0.49,0.3,0.48,0.37,0.55,0.54,0.4,0.57,0.6,0.63,0.47,0.69,0.78,0,0.14,0,0.16,0.16,0.22,0.21,0.03,0.02,0.03,0.02,0.86,0.07,0.1,0.11,0.42,0.47,0.37,0.54,0.04,0.55,0,0.01,0.86,0.52,0.2,0.39,0.25,0.12,0.11,0.25,0.24,0.22,0.35,0.4,0.44,0.39,0.52,0.44,0.4,0,0,0.06,0.84,0.57,0.79,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.08,0.12,?,?,?,?,0,?,0.03 +25,9,16250,Danverstown,7,0.02,0.48,0.01,0.98,0.06,0.02,0.31,0.41,0.26,0.46,0.04,1,0.53,0.67,0.28,0.59,0.45,0.14,0.51,0.55,0.47,0.45,0.5,0,0.46,0.19,0.3,0.01,0.11,0.14,0.21,0.42,0.31,0.61,0.45,0.5,0.27,0.52,0.32,0.44,0.33,0.34,0.49,0.79,0.8,0.87,0.64,0.63,0.72,0,0.06,0.01,0.23,0.24,0.23,0.2,0.08,0.07,0.06,0.05,0.9,0.04,0.18,0.18,0.48,0.54,0.27,0.76,0.02,0.38,0.5,0.01,0.89,0.71,0,0.46,0.35,0.01,0.05,0.52,0.48,0.47,0.49,0.58,0.66,0.59,0.49,0.53,0.68,0,0,0.14,0.85,0.79,0.86,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.15,0.09,?,?,?,?,0,?,0.11 +6,?,?,Rosemeadcity,7,0.07,1,0.01,0.01,1,0.92,0.55,0.62,0.42,0.26,0.08,1,0.3,0.61,0.29,0.28,0.33,0.86,0.32,0.25,0.16,0.24,0.28,0.16,0.2,0.24,0.3,0.09,0.53,0.9,0.82,0.14,0.55,0.38,0.49,0.25,0.65,0.18,0.29,0.65,0.41,0.37,1,0.61,0.54,0.63,0.63,0.27,0.16,0.05,0.43,0.17,0.43,0.48,0.54,0.69,1,1,1,1,0,1,1,1,1,0.9,1,0.29,1,0.79,0,0.02,0.91,0.37,0.21,0.4,0.38,0.19,0.57,0.48,0.5,0.5,0.55,0.56,0.63,0.56,0.74,0.68,0.24,0,0.01,1,0.35,0.43,0.74,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.84,0.31,?,?,?,?,0,?,0.52 +48,?,?,Jacksonvillecity,7,0,0.49,0.47,0.49,0.07,0.2,0.51,0.49,0.37,0.56,0,0,0.1,0.36,0.56,0.32,0.68,0.5,0.3,0.13,0.14,0.2,0.14,0.13,0.28,0.15,0.17,0.03,0.71,0.67,0.69,0.2,0.58,0.28,0.62,0.53,0.78,0.32,0.59,0.39,0.58,0.61,0.53,0.41,0.42,0.44,0.4,0.34,0.42,0.01,0.37,0.01,0.73,0.88,0.89,0.83,0.36,0.38,0.35,0.3,0.8,0.26,0.37,0.34,0.46,0.4,0.56,0.44,0.33,0.57,0,0.02,0.67,0.49,0.26,0.66,0.56,0.99,0.81,0.04,0.04,0.06,0.07,0.13,0.14,0.13,0.38,0.51,0.54,0,0,0.21,0.82,0.46,0.66,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.08,0,?,?,?,?,0,?,0.25 +48,?,?,NorthRichlandHillscity,7,0.06,0.47,0.04,0.91,0.1,0.11,0.42,0.52,0.31,0.2,0.07,1,0.44,0.79,0.34,0.47,0.21,0.06,0.28,0.42,0.37,0.36,0.27,0.17,0.35,0.37,0.44,0.02,0.12,0.11,0.21,0.35,0.24,0.77,0.38,0.23,0.29,0.45,0.48,0.26,0.57,0.55,0.48,0.74,0.76,0.81,0.73,0.7,0.69,0.01,0.09,0.01,0.28,0.39,0.59,0.7,0.07,0.08,0.11,0.12,0.89,0.06,0.15,0.16,0.52,0.58,0.43,0.58,0.13,0.35,0.5,0.06,0.74,0.55,0.09,0.3,0.81,0.17,0.08,0.18,0.17,0.15,0.36,0.34,0.37,0.35,0.35,0.49,0.31,0,0,0.1,0.61,0.41,0.64,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.21,0,?,?,?,?,0,?,0.11 +12,?,?,MiamiBeachcity,7,0.13,0.04,0.1,0.83,0.07,0.87,0.15,0.29,0.16,0.93,0.15,1,0.06,0.05,0.16,0.34,0.76,0.5,0.29,0.12,0.39,0.41,0.21,0.11,0.26,0.25,0.38,0.21,0.67,0.58,0.6,0.33,0.59,0.18,0.12,0.38,0.23,0.47,0.9,0.51,0.74,0.84,0.22,0.3,0.35,0.41,0.13,0.43,0.37,0.06,0.36,0.32,0.38,0.4,0.43,0.52,1,1,1,1,0,1,0.16,0.08,0.03,0.12,0.1,0.08,0.71,1,0,0.7,0.08,0.09,0.13,0.28,0.46,0.54,0.51,0.39,0.5,0.69,0.3,0.31,0.4,0.29,1,0.7,0.5,0.04,0.05,1,0.02,0.31,0.51,0.24,0.06,0.34,0.93,0.42,0.09,0.38,0.39,0.34,1,0.71,0.04,0.44,0,0.32,0.07,0.5,0.3,0.02,1,0.83,0.23,0.06,0.85,0.5,0.59,0.29,0.82 +39,35,4920,BedfordHeightscity,7,0,0.24,1,0.16,0.11,0.01,0.34,0.5,0.32,0.39,0.02,1,0.28,0.62,0.06,0.29,0.42,0.26,0.51,0.34,0.31,0.3,0.37,0.52,0.32,0.09,0.62,0.01,0.17,0.16,0.42,0.19,0.35,0.61,0.61,0.38,0.62,0.3,0.74,0.49,0.71,0.75,0.37,0.47,0.49,0.68,0.55,0.82,0.81,0.01,0.25,0,0.17,0.17,0.16,0.18,0.04,0.04,0.03,0.03,0.87,0.09,0.15,0.12,0.27,0.48,0.11,0.52,0.07,0.6,0,0.02,0.74,0.41,0.02,0.32,0.56,0.1,0.09,0.16,0.13,0.11,0.42,0.36,0.34,0.33,0.41,0.47,0.43,0,0,0.1,0.71,0.64,0.88,0.9,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.22,0.26,?,?,?,?,0,?,0.14 +34,23,45690,Metuchenborough,7,0,0.41,0.12,0.83,0.29,0.05,0.26,0.34,0.2,0.52,0.02,1,0.69,0.62,0.17,0.74,0.53,0.08,0.56,0.69,0.62,0.63,0.45,0,0.38,0.49,0.57,0,0.06,0.19,0.23,0.61,0.14,0.63,0.39,0.59,0.22,0.74,0.23,0.38,0.32,0.29,0.44,0.8,0.8,0.92,0.81,0.31,0.49,0,0.15,0.01,0.19,0.29,0.35,0.36,0.12,0.17,0.18,0.17,0.78,0.08,0.18,0.18,0.45,0.5,0.21,0.82,0.05,0.36,0.5,0.01,0.9,0.76,0.33,0.29,0.27,0.04,0.27,0.45,0.45,0.45,0.52,0.58,0.67,0.59,0.5,0.5,0.68,0,0,0.27,0.58,0.84,0.8,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.39,0.67,?,?,?,?,0,?,0.08 +9,1,50580,NewCanaantown,7,0.01,0.49,0.03,0.95,0.12,0.02,0.35,0.32,0.2,0.42,0.02,0.63,1,0.64,0.39,0.96,0.39,0.09,0.43,1,1,1,0.5,0.55,1,0.81,0.92,0,0.05,0.06,0.06,1,0.11,0.51,0.25,0.55,0.03,0.96,0.16,0.32,0.28,0.23,0.47,0.89,0.93,0.91,0.81,0.13,0.14,0,0.04,0.01,0.24,0.27,0.28,0.34,0.16,0.16,0.15,0.16,0.86,0.03,0.2,0.21,0.53,0.55,0.35,0.81,0.02,0.15,1,0.02,0.81,0.77,0.02,0.61,0.42,0.03,0.26,1,1,1,0.93,1,1,1,0.38,0.53,0.44,0,0,0.27,0.2,0.68,0.68,0.45,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.07,0.97,?,?,?,?,0,?,0.02 +56,?,?,RockSpringscity,7,0.01,0.45,0.02,0.92,0.06,0.14,0.48,0.47,0.26,0.29,0,0,0.37,0.69,0.37,0.46,0.35,0.27,0.36,0.4,0.33,0.32,0.24,0.22,0.26,0.27,0.32,0.01,0.22,0.19,0.29,0.22,0.3,0.62,0.14,0.3,0.43,0.3,0.62,0.3,0.48,0.56,0.56,0.71,0.74,0.73,0.8,0.48,0.52,0,0.09,0,0,0,0,0.04,0,0,0,0,0.9,0.04,0.27,0.24,0.49,0.54,0.37,0.65,0.13,0.5,0.5,0.05,0.52,0.61,0.57,0.67,0.69,0.21,0.47,0.14,0.14,0.13,0.17,0.2,0.22,0.19,0.06,0.22,0.17,0,0,0.05,0.46,0.59,0.75,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.09,0.32,?,?,?,?,0,?,0.27 +42,45,86968,Yeadonborough,7,0,0.36,1,0,0.07,0.01,0.28,0.37,0.2,0.52,0.02,1,0.4,0.56,0.24,0.37,0.55,0.34,0.65,0.42,0.35,0.34,0.4,0.63,0.3,0.13,0.43,0.01,0.13,0.18,0.33,0.4,0.31,0.57,0.24,0.68,0.36,0.47,0.49,0.48,0.54,0.54,0.45,0.46,0.5,0.63,0.53,0.97,0.96,0.01,0.4,0,0.26,0.48,0.49,0.5,0.11,0.18,0.17,0.16,0.89,0.05,0.24,0.21,0.38,0.51,0.19,0.65,0.12,0.41,0.5,0.01,0.84,0.57,0.14,0.34,0.17,0.07,0.54,0.18,0.16,0.14,0.47,0.39,0.39,0.41,0.27,0.53,1,0,0,0.18,0.79,0.74,0.58,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.62,1,?,?,?,?,0,?,0.15 +54,?,?,Martinsburgcity,7,0.01,0.27,0.17,0.85,0.03,0.02,0.35,0.42,0.26,0.63,0,0,0.17,0.34,0.26,0.37,0.72,0.32,0.68,0.22,0.22,0.21,0.22,0.18,0.37,0,0.41,0.02,0.42,0.5,0.56,0.26,0.55,0.32,0.46,0.56,0.61,0.38,0.73,0.37,0.59,0.68,0.39,0.48,0.49,0.58,0.51,0.58,0.6,0.01,0.31,0,0.19,0.28,0.36,0.39,0.02,0.03,0.03,0.03,0.95,0.03,0.2,0.16,0.29,0.33,0.29,0.42,0.08,0.56,0,0.03,0.61,0.41,0.28,0.46,0.27,0.63,0.44,0.09,0.09,0.1,0.14,0.19,0.23,0.2,0.45,0.2,0.33,0.02,0,0.05,0.64,0.55,0.66,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.26,0.11,?,?,?,?,0,?,0.16 +47,?,?,Clarksvillecity,7,0.11,0.6,0.41,0.62,0.13,0.07,0.56,0.76,0.59,0.2,0.12,1,0.23,0.7,0.29,0.3,0.29,0.29,0.55,0.2,0.21,0.23,0.21,0.15,0.14,0.33,0.34,0.08,0.35,0.25,0.31,0.29,0.39,0.62,0.35,0.38,0.48,0.35,0.42,0.4,0.51,0.48,0.47,0.69,0.67,0.72,0.6,0.43,0.43,0.03,0.26,0.02,0.39,0.36,0.42,0.43,0.1,0.08,0.09,0.08,0.88,0.04,0.16,0.17,0.51,0.52,0.51,0.43,0.17,0.44,0.5,0.12,0.68,0.44,0.18,0.3,0.69,0.33,0.18,0.11,0.1,0.09,0.2,0.22,0.24,0.23,0.38,0.46,0.22,0,0,0.11,0.32,0.27,0.21,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.21,0.09,0.09,?,?,?,?,0,?,0.47 +48,?,?,Beltoncity,7,0,0.6,0.17,0.64,0.05,0.41,0.57,0.59,0.43,0.41,0.02,1,0.11,0.41,0.36,0.25,0.49,0.46,0.52,0.13,0.14,0.18,0.14,0.14,0.08,0.14,0.17,0.03,0.69,0.66,0.66,0.19,0.58,0.28,0.4,0.6,0.61,0.29,0.48,0.41,0.59,0.57,0.58,0.54,0.51,0.5,0.61,0.4,0.43,0,0.13,0,0.5,0.49,0.46,0.62,0.2,0.17,0.15,0.18,0.67,0.19,0.36,0.33,0.51,0.48,0.57,0.44,0.33,0.53,0.5,0.02,0.6,0.47,0.24,0.44,0.58,0.92,0.31,0.05,0.05,0.08,0.05,0.12,0.14,0.11,0.5,0.42,0.42,0,0,0.16,0.73,0.44,0.56,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.1,0.01,?,?,?,?,0,?,0.12 +25,5,23000,FallRivercity,7,0.13,0.35,0.02,0.96,0.08,0.03,0.39,0.5,0.34,0.59,0.15,1,0.18,0.32,0.08,0.33,0.64,0.77,0.53,0.22,0.2,0.19,0.2,0.19,0.15,0.17,0.24,0.12,0.37,1,0.95,0.12,0.67,0.36,0.77,0.33,0.85,0.19,0.43,0.44,0.47,0.47,0.44,0.5,0.54,0.44,0.58,0.58,0.55,0.05,0.26,0.13,0.14,0.19,0.22,0.24,0.2,0.24,0.25,0.26,0.35,0.53,0.19,0.17,0.37,0.52,0.35,0.17,0.11,0.67,0,0.16,0.7,0.15,0.15,0.45,0,0.22,0.35,0.31,0.3,0.29,0.12,0.19,0.25,0.2,0.38,0.49,0.56,0.04,0,0.62,0.73,0.69,0.92,0.83,0.04,0.25,0.95,0.29,0.06,0.28,0.37,0.25,0.96,0.97,0.05,0,0,0.04,0.05,0.21,0.38,0.09,0.25,0.11,0.06,0.03,0.7,0,0.61,0.14,0.26 +42,91,50640,Montgomerytownship,7,0,0.44,0.03,0.9,0.31,0.01,0.21,0.33,0.14,0.42,0.02,0.8,0.67,0.75,0.62,0.79,0.45,0.05,0.58,0.64,0.56,0.55,0.68,0.48,0.32,0,1,0,0.01,0.12,0.19,0.58,0.12,0.72,0.67,0.35,0.23,0.64,0.25,0.21,0.24,0.25,0.42,0.94,0.94,0.92,0.83,0.53,0.52,0,0.02,0.01,0.11,0.14,0.23,0.3,0.05,0.06,0.09,0.1,0.87,0.1,0.11,0.13,0.48,0.46,0.46,0.93,0.03,0.27,0.5,0.01,0.81,0.93,0.06,0.35,0.94,0.01,0.24,0.42,0.44,0.43,0.7,0.67,0.8,0.81,0.37,0.65,0.14,0,0,0.2,0.77,0.37,0.45,0.65,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0.15,?,?,?,?,0,?,0.02 +34,7,10000,Camdencity,7,0.12,0.77,1,0,0.08,0.58,0.57,0.61,0.42,0.25,0.14,1,0.1,0.35,0.03,0.06,0.44,1,0.34,0.07,0.07,0.15,0.18,1,0.15,0.16,0.21,0.28,0.98,0.69,0.9,0.08,1,0.16,0.43,0.53,0.72,0.15,0.76,0.92,0.82,0.83,0.9,0,0,0,0,0.18,0.15,0.41,1,0.02,0.61,0.62,0.67,0.71,0.17,0.15,0.15,0.14,0.48,0.46,0.95,0.85,0.77,0.73,0.8,0.32,0.7,0.53,0.5,0.19,0.51,0.36,1,0.82,0.13,1,1,0.02,0.01,0.02,0.1,0.25,0.29,0.27,0.85,0.41,0.85,0.17,0.28,0.11,0.55,0.6,0.79,0.73,0.05,0.35,0.95,0.37,0.05,0.26,0.25,0.35,0.22,0.29,0.86,0.28,0.06,0.79,0.03,0.79,0.3,0.02,0.83,1,0.06,0.05,0.54,0.5,0.32,0.27,1 +48,?,?,Nederlandcity,7,0.01,0.42,0.01,0.96,0.05,0.08,0.4,0.43,0.25,0.35,0.03,1,0.36,0.62,0.41,0.51,0.44,0.12,0.51,0.35,0.31,0.3,0.07,0.25,0.22,0.44,0.38,0.01,0.16,0.17,0.25,0.21,0.2,0.52,0.53,0.41,0.37,0.33,0.47,0.22,0.45,0.48,0.44,0.76,0.76,0.78,0.85,0.4,0.29,0,0.03,0,0,0.14,0.26,0.24,0,0.01,0.02,0.02,0.91,0.03,0.14,0.15,0.46,0.48,0.37,0.71,0.11,0.42,0.5,0.01,0.84,0.69,0.35,0.58,0.52,0.15,0.21,0.07,0.06,0.06,0.23,0.22,0.22,0.24,0.2,0.13,0.29,0,0,0.03,0.76,0.74,0.85,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.27,0,?,?,?,?,0,?,0.06 +29,?,?,RichmondHeightscity,7,0,0.21,0.3,0.74,0.11,0.02,0.22,0.49,0.24,0.55,0.02,1,0.34,0.61,0.33,0.64,0.49,0.11,0.46,0.42,0.57,0.58,0.44,0.18,0.65,0.85,0.72,0.01,0.18,0.22,0.23,0.67,0.22,0.61,0.25,0.76,0.18,0.77,0.5,0.56,0.46,0.5,0.38,0.64,0.67,0.8,0.63,0.5,0.46,0,0.22,0,0.5,0.46,0.38,0.4,0.14,0.11,0.08,0.08,0.92,0.02,0.26,0.18,0.22,0.39,0.06,0.6,0.03,0.65,0,0.01,0.81,0.49,0.41,0.5,0.04,0.1,0,0.17,0.17,0.21,0.33,0.33,0.32,0.33,0.33,0.23,0.26,0,0,0.11,0.67,0.64,0.63,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.38,0.13,?,?,?,?,0,?,0.31 +48,?,?,Herefordcity,7,0.01,0.66,0.04,0.54,0.01,0.96,0.54,0.53,0.32,0.35,0,0,0.16,0.54,1,0.28,0.48,0.51,0.14,0.15,0.13,0.18,0.15,0.14,0.09,0.15,0.17,0.04,0.74,0.88,0.77,0.17,0.5,0.41,0.37,0.33,0.53,0.23,0.36,0.27,0.43,0.41,0.75,0.67,0.62,0.71,0.6,0.4,0.25,0.01,0.16,0.01,0.29,0.31,0.45,0.44,0.17,0.16,0.21,0.19,0.18,0.57,0.63,0.62,0.69,0.64,0.75,0.57,0.62,0.49,0.5,0.03,0.53,0.6,0.32,0.54,0.56,1,0.07,0.05,0.05,0.06,0.1,0.15,0.16,0.15,0.37,0.25,0.29,0.02,0,0.24,0.76,0.54,0.73,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.22,0,?,?,?,?,0,?,0.19 +9,3,87070,WindsorLockstown,7,0,0.41,0.03,0.95,0.1,0.02,0.29,0.46,0.27,0.48,0.02,1,0.53,0.66,0.22,0.66,0.54,0.17,0.62,0.51,0.43,0.41,0.38,0,0.31,0.47,0.51,0,0.07,0.26,0.38,0.25,0.26,0.68,0.58,0.2,0.37,0.36,0.4,0.43,0.41,0.42,0.4,0.75,0.76,0.82,0.77,0.84,0.92,0,0.07,0.01,0.32,0.41,0.41,0.47,0.15,0.17,0.15,0.16,0.85,0.06,0.15,0.15,0.44,0.47,0.31,0.76,0.06,0.38,0.5,0.01,0.89,0.73,0.04,0.32,0.4,0.04,0,0.4,0.36,0.32,0.5,0.53,0.61,0.59,0.37,0.38,0.28,0,0.01,0.19,0.65,0.69,0.87,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.11,0.12,?,?,?,?,0,?,0.06 +6,?,?,Milpitascity,7,0.07,0.93,0.11,0.27,1,0.34,0.38,0.55,0.32,0.12,0.08,1,0.73,0.9,0.26,0.5,0.14,0.33,0.35,0.64,0.42,0.46,0.4,0.16,0.38,0.41,0.41,0.02,0.12,0.25,0.32,0.4,0.28,0.64,0.99,0.14,0.41,0.47,0.57,0.55,0.52,0.55,0.84,0.73,0.66,0.81,0.68,0.7,0.69,0.03,0.3,0.1,0.36,0.43,0.53,0.63,0.77,0.82,0.91,0.99,0.28,0.45,0.74,0.76,0.89,0.84,0.91,0.62,0.74,0.39,0.5,0.02,0.93,0.64,0.1,0.11,0.71,0.03,0.17,0.7,0.69,0.69,0.86,0.82,0.95,0.84,0.55,0.73,0.14,0,0,0.92,0.39,0.38,0.63,0.61,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.31,0.17,?,?,?,?,0,?,0.14 +48,?,?,Terrellcity,7,0,0.62,0.71,0.37,0.05,0.13,0.46,0.48,0.32,0.48,0,0,0.17,0.37,0.16,0.22,0.57,0.55,0.46,0.16,0.15,0.23,0.15,0.21,0.09,0.18,0.22,0.02,0.62,0.47,0.65,0.21,0.69,0.29,0.32,0.64,0.43,0.35,0.68,0.47,0.68,0.71,0.62,0.4,0.36,0.35,0.22,0.7,0.66,0.02,0.66,0,0.49,0.73,0.67,0.82,0.16,0.21,0.18,0.2,0.85,0.14,0.49,0.45,0.56,0.46,0.72,0.5,0.37,0.52,0.5,0.03,0.49,0.56,0.37,0.59,0.5,0.94,0.13,0.06,0.06,0.08,0.12,0.2,0.24,0.25,0.84,0.51,0.58,0,0,0.14,0.83,0.57,0.67,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.06,0.01,?,?,?,?,0,?,0.35 +55,33,51025,Menomoniecity,7,0.01,0.69,0.02,0.92,0.21,0.01,1,1,1,0.34,0,0,0.16,0.53,0.33,0.64,0.47,0.3,0.4,0.26,0.15,0.15,0.1,0.1,0.06,0.36,0.29,0.03,0.77,0.44,0.33,0.49,0.49,0.33,0.35,0.58,0.31,0.41,0.14,1,0.15,0.15,0.4,0.64,0.71,0.59,0.5,0.59,0.59,0,0.2,0,0.75,0.62,0.69,0.69,0.17,0.13,0.13,0.12,0.92,0.05,0.17,0.26,0.38,0.37,0.43,0.28,0.11,0.6,0,0.01,0.83,0.31,0.04,0.5,0.56,0.08,0.09,0.09,0.08,0.08,0.19,0.21,0.24,0.22,0.82,0.14,0.37,0,0,0.09,0.63,0.2,0.05,0.34,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.1,0.01,?,?,?,?,0,?,0.02 +6,?,?,SantaPaulacity,7,0.02,0.76,0.01,0.38,0.06,1,0.49,0.57,0.38,0.37,0,0,0.33,0.53,0.31,0.35,0.52,0.54,0.57,0.32,0.22,0.29,0.32,0.16,0.25,0.24,0.29,0.03,0.31,0.8,0.71,0.14,0.49,0.49,0.31,0.25,0.58,0.22,0.37,0.46,0.47,0.43,0.82,0.63,0.56,0.69,0.65,0.54,0.52,0.02,0.28,0.04,0.38,0.45,0.5,0.52,0.66,0.69,0.7,0.66,0.15,0.84,0.85,0.84,0.81,0.65,0.98,0.41,0.96,0.65,0,0.02,0.82,0.49,0.1,0.19,0.54,0.25,0.3,0.54,0.53,0.51,0.47,0.52,0.59,0.53,0.75,0.68,0.14,0,0,0.74,0.51,0.49,0.79,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.46,0.04,?,?,?,?,0,?,0.36 +6,?,?,Fairfieldcity,7,0.11,0.64,0.27,0.52,0.66,0.24,0.45,0.58,0.36,0.18,0.12,1,0.42,0.77,0.16,0.39,0.23,0.44,0.64,0.38,0.29,0.32,0.31,0.22,0.25,0.32,0.36,0.05,0.18,0.16,0.26,0.23,0.37,0.62,0.28,0.32,0.39,0.32,0.52,0.42,0.62,0.6,0.6,0.63,0.64,0.64,0.61,0.44,0.44,0.04,0.28,0.06,0.27,0.33,0.39,0.45,0.22,0.23,0.25,0.27,0.7,0.14,0.35,0.35,0.64,0.62,0.65,0.44,0.29,0.39,0.5,0.05,0.88,0.46,0.13,0.18,0.71,0.13,0.1,0.34,0.34,0.33,0.49,0.46,0.55,0.46,0.53,0.66,0.26,0.05,0.01,0.34,0.41,0.29,0.36,0.47,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.18,0.08,?,?,?,?,0,?,0.39 +46,65,49600,Pierrecity,7,0,0.39,0,0.89,0.02,0.01,0.36,0.4,0.18,0.35,0,0,0.26,0.61,1,0.56,0.45,0.26,0.38,0.31,0.25,0.26,0,0.07,0.04,0.1,0.21,0.01,0.26,0.26,0.24,0.45,0.08,0.75,0.04,0.46,0.18,0.56,0.4,0.3,0.4,0.42,0.51,0.69,0.74,0.61,0.65,1,1,0.01,0.21,0,0,0,0.05,0.04,0,0,0,0,0.94,0.01,0.21,0.19,0.4,0.54,0.22,0.6,0.1,0.51,0.5,0.02,0.77,0.52,0.26,0.55,0.65,0.41,0.1,0.12,0.1,0.09,0.16,0.19,0.2,0.15,0.29,0.18,0.28,0,0,0.03,0.76,0.52,0.54,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.08,0,?,?,?,?,0,?,0.12 +42,13,2184,Altoonacity,7,0.07,0.36,0.03,0.97,0.01,0,0.41,0.42,0.28,0.63,0.08,1,0.15,0.28,0.19,0.42,0.74,0.56,0.47,0.19,0.18,0.17,0.21,0.08,0.25,0.23,0.19,0.08,0.47,0.32,0.46,0.13,0.53,0.29,0.35,0.45,0.56,0.25,0.45,0.4,0.46,0.48,0.44,0.53,0.56,0.52,0.61,0.47,0.42,0.03,0.26,0,0.12,0.13,0.24,0.2,0.01,0.01,0.02,0.01,0.95,0.02,0.2,0.18,0.38,0.42,0.34,0.62,0.05,0.39,0.5,0.11,0.64,0.59,0.14,0.69,0,0.23,0.4,0.02,0.02,0.03,0.09,0.12,0.12,0.11,0.62,0.15,0.5,0.03,0,0.03,0.98,0.78,0.9,0.89,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.44,0.1,?,?,?,?,0,?,0.13 +6,?,?,Rialtocity,7,0.1,0.78,0.4,0.36,0.22,0.58,0.5,0.53,0.31,0.19,0.11,1,0.41,0.65,0.18,0.26,0.34,0.61,0.45,0.36,0.23,0.26,0.3,0.21,0.22,0.26,0.32,0.08,0.31,0.29,0.46,0.14,0.53,0.5,0.39,0.31,0.57,0.26,0.49,0.4,0.59,0.56,0.87,0.61,0.58,0.62,0.53,0.29,0.29,0.06,0.41,0.06,0.41,0.46,0.54,0.58,0.37,0.37,0.39,0.39,0.59,0.33,0.77,0.78,0.85,0.84,0.81,0.64,0.53,0.38,0.5,0.1,0.67,0.65,0.18,0.3,0.79,0.22,0.11,0.3,0.3,0.27,0.46,0.47,0.53,0.48,0.85,0.69,0.31,0.01,0,0.38,0.55,0.36,0.39,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.28,0.05,?,?,?,?,0,?,0.57 +5,?,?,Springdalecity,7,0.03,0.42,0,0.96,0.06,0.03,0.42,0.49,0.31,0.4,0.05,1,0.23,0.55,0.53,0.37,0.48,0.2,0.33,0.23,0.23,0.22,0.27,0.19,0.18,0.22,0.31,0.02,0.24,0.45,0.52,0.2,0.17,0.58,0.57,0.27,0.62,0.3,0.53,0.21,0.51,0.54,0.42,0.72,0.71,0.75,0.72,0.63,0.66,0,0.07,0,0.57,0.67,0.65,0.76,0.06,0.07,0.06,0.06,0.96,0.06,0.13,0.14,0.45,0.45,0.47,0.56,0.13,0.44,0.5,0.03,0.83,0.57,0.08,0.37,0.69,0.54,0.22,0.1,0.09,0.09,0.2,0.19,0.19,0.22,0.32,0.33,0.28,0,0,0.04,0.55,0.46,0.58,0.55,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.08,0.01,?,?,?,?,0,?,0.07 +28,?,?,Jacksoncity,7,0.3,0.48,1,0.14,0.03,0.01,0.51,0.56,0.39,0.36,0.31,1,0.19,0.55,0.3,0.3,0.48,0.52,0.36,0.21,0.24,0.47,0.18,0.11,0.17,0.3,0.35,0.39,0.6,0.31,0.43,0.43,0.58,0.44,0.19,0.61,0.35,0.44,0.57,0.58,0.64,0.64,0.59,0.28,0.26,0.38,0.26,0.75,0.71,0.38,0.87,0.01,0.64,0.71,0.71,0.68,0.05,0.04,0.04,0.04,0.96,0.03,0.41,0.35,0.48,0.52,0.45,0.49,0.28,0.5,0.5,0.4,0.61,0.48,0.79,0.5,0.54,0.45,0.33,0.09,0.08,0.1,0.12,0.21,0.24,0.24,0.63,0.49,0.54,0.05,0,0.03,0.87,0.6,0.77,0.81,0.06,0.16,0.94,0.14,0.1,0.19,0.37,0.16,0.58,0.41,0.94,0,0,0.65,0.05,0.57,0.13,0.32,0.15,0.1,0.22,0.05,0.25,0.5,0.41,0.1,0.59 +28,?,?,McCombcity,7,0,0.4,0.9,0.29,0.01,0.01,0.49,0.44,0.28,0.59,0,0,0.05,0.14,0.09,0.24,0.64,0.79,0.39,0.07,0.11,0.24,0.1,0.31,0.08,0,0.09,0.04,1,0.54,0.63,0.24,0.75,0.16,0.37,0.53,0.5,0.35,0.51,0.44,0.63,0.62,0.49,0.15,0.17,0.26,0.05,0.42,0.46,0.03,0.87,0,0,0.17,0.14,0.12,0,0.01,0,0,0.98,0.02,0.28,0.25,0.41,0.32,0.54,0.48,0.19,0.44,0.5,0.02,0.62,0.53,0.13,0.77,0.46,0.62,0.36,0.05,0.05,0.06,0.01,0.06,0.08,0.05,0.58,0.51,0.49,0,0,0.01,0.86,0.72,0.74,0.65,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.13,0.03,?,?,?,?,0,?,0.31 +37,?,?,ElizabethCitycity,7,0.01,0.45,1,0.19,0.03,0.01,0.55,0.55,0.47,0.57,0,0,0.08,0.35,0.34,0.25,0.66,0.7,0.62,0.1,0.13,0.23,0.15,0.07,0.34,0.23,0.35,0.03,0.75,0.62,0.63,0.22,0.55,0.17,0.26,0.58,0.49,0.32,0.47,0.55,0.61,0.59,0.45,0.18,0.21,0.08,0.21,0.33,0.35,0.02,0.7,0,0.87,0.64,0.53,0.45,0.03,0.02,0.02,0.01,0.95,0.03,0.26,0.23,0.36,0.31,0.45,0.33,0.13,0.49,0.5,0.02,0.68,0.37,0.05,0.5,0.46,0.59,0.49,0.08,0.08,0.08,0.06,0.14,0.16,0.19,0.75,0.57,0.81,0.03,0.01,0.01,0.79,0.5,0.53,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.26,0.01,?,?,?,?,0,?,0.34 +9,3,74540,Suffieldtown,7,0,0.48,0.03,0.96,0.07,0.01,0.38,0.36,0.24,0.45,0,0.23,0.64,0.66,0.83,0.81,0.45,0.16,0.62,0.63,0.66,0.64,0.45,0.31,0.45,0,0.46,0,0.06,0.15,0.19,0.49,0.17,0.6,0.46,0.32,0.3,0.64,0.28,0.36,0.28,0.29,0.46,0.88,0.81,0.91,0.8,0.46,0.57,0,0.03,0,0.33,0.25,0.34,0.35,0.09,0.06,0.07,0.07,0.9,0.04,0.16,0.17,0.5,0.53,0.28,0.82,0.02,0.32,0.5,0.01,0.83,0.78,0.26,0.76,0.52,0.06,0.32,0.46,0.48,0.51,0.41,0.52,0.6,0.59,0.44,0.53,0.31,0,0,0.11,0.43,0.67,0.69,0.52,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.02,0.08,?,?,?,?,0,?,0.02 +53,?,?,MosesLakecity,7,0,0.41,0.04,0.74,0.11,0.34,0.44,0.44,0.27,0.48,0,0,0.19,0.42,0.6,0.37,0.49,0.5,0.5,0.22,0.2,0.21,0.17,0.32,0.14,0.2,0.25,0.01,0.4,0.45,0.45,0.22,0.4,0.4,0.43,0.39,0.48,0.37,0.58,0.3,0.53,0.57,0.49,0.64,0.67,0.72,0.61,0.52,0.59,0,0.15,0,0.65,0.52,0.55,0.48,0.28,0.2,0.19,0.15,0.72,0.19,0.31,0.27,0.43,0.48,0.36,0.58,0.22,0.52,0.5,0.02,0.73,0.55,0.17,0.48,0.5,0.4,0.18,0.09,0.08,0.09,0.15,0.18,0.2,0.14,0.48,0.13,0.19,0,0,0.18,0.47,0.42,0.61,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.1,0.01,?,?,?,?,0,?,0.47 +39,?,?,Kentcity,7,0.03,0.76,0.14,0.85,0.15,0.01,1,1,1,0.19,0.05,1,0.16,0.63,0.22,0.46,0.3,0.35,0.38,0.21,0.14,0.14,0.14,0.12,0.18,0.14,0.22,0.05,0.73,0.14,0.22,0.54,0.43,0.39,0.3,0.82,0.36,0.41,0.25,1,0.31,0.3,0.4,0.42,0.51,0.45,0.35,0.26,0.32,0.01,0.37,0.01,0.72,0.74,0.7,0.64,0.24,0.22,0.19,0.16,0.88,0.04,0.15,0.16,0.38,0.49,0.37,0.24,0.11,0.62,0,0.02,0.81,0.23,0.11,0.49,0.48,0.2,0.09,0.14,0.13,0.12,0.27,0.26,0.28,0.26,0.78,0.22,0.26,0.01,0,0.14,0.75,0.15,0.08,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.28,0.18,?,?,?,?,0,?,0.16 +6,?,?,LaPalmacity,7,0.01,0.72,0.08,0.39,1,0.22,0.54,0.54,0.41,0.15,0.02,1,0.7,0.86,0.29,0.59,0.16,0.14,0.34,0.63,0.49,0.56,0.49,0.7,0.35,0.38,0.52,0.01,0.14,0.11,0.17,0.51,0.09,0.77,0.5,0.33,0.2,0.61,0.3,0.47,0.33,0.32,0.69,0.8,0.77,0.8,0.64,0.58,0.54,0,0.07,0.03,0.36,0.33,0.46,0.52,0.69,0.56,0.71,0.73,0.37,0.41,0.37,0.41,0.8,0.81,0.68,0.72,0.38,0.26,0.5,0,0.93,0.7,0,0.17,0.67,0.05,0.07,0.86,0.84,0.78,0.87,0.74,0.85,0.76,0.56,0.56,0.15,0,0,0.82,0.41,0.66,0.52,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.71,0.04,?,?,?,?,0,?,0.15 +38,93,40580,Jamestowncity,7,0.01,0.36,0.01,0.98,0.03,0.01,0.42,0.43,0.3,0.53,0,0,0.17,0.5,1,0.6,0.62,0.36,0.47,0.24,0.21,0.2,0.03,0.08,0.31,0.51,0.56,0.01,0.3,0.55,0.41,0.3,0.2,0.5,0.2,0.84,0.29,0.4,0.41,0.43,0.42,0.44,0.39,0.65,0.71,0.61,0.69,0.92,0.94,0,0.09,0,0.38,0.39,0.39,0.37,0.03,0.03,0.03,0.02,0.89,0.02,0.13,0.11,0.31,0.45,0.15,0.58,0.06,0.56,0,0.03,0.68,0.5,0.21,0.71,0.48,0.18,0.3,0.07,0.06,0.06,0.13,0.16,0.16,0.12,0.4,0.37,0.35,0,0,0.03,0.76,0.56,0.67,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.12,0.04,?,?,?,?,0,?,0.05 +6,?,?,LosAlamitoscity,7,0,0.54,0.06,0.77,0.44,0.23,0.41,0.57,0.35,0.29,0.02,1,0.55,0.73,0.3,0.57,0.3,0.09,0.47,0.49,0.49,0.49,0.29,0.37,0.46,0.46,0.49,0,0.1,0.17,0.22,0.47,0.23,0.64,0.37,0.43,0.25,0.59,0.56,0.51,0.68,0.65,0.5,0.58,0.66,0.81,0.69,0.45,0.52,0,0.17,0.01,0.2,0.29,0.43,0.42,0.17,0.22,0.29,0.26,0.7,0.09,0.28,0.26,0.54,0.54,0.56,0.27,0.27,0.58,0,0.01,0.87,0.29,0.23,0.13,0.58,0.05,0.21,0.79,0.81,0.81,0.87,0.8,0.9,0.79,0.49,0.39,0.18,0.01,0,0.36,0.42,0.41,0.32,0.51,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.24,0.01,?,?,?,?,0,?,0.15 +34,27,64980,Roxburytownship,7,0.02,0.69,0.03,0.92,0.22,0.04,0.45,0.43,0.28,0.24,0.03,0.88,0.76,0.79,0.24,0.71,0.33,0.1,0.49,0.69,0.53,0.52,0.53,0.27,0.37,0.8,0.78,0,0.04,0.18,0.22,0.48,0.15,0.71,0.39,0.32,0.26,0.54,0.2,0.36,0.19,0.2,0.67,0.93,0.92,0.93,0.88,0.24,0.44,0,0.05,0.01,0.11,0.18,0.21,0.22,0.06,0.08,0.09,0.08,0.84,0.08,0.23,0.27,0.76,0.75,0.56,0.91,0.04,0.14,0.5,0.01,0.84,0.89,0.15,0.37,0.5,0.06,0.16,0.49,0.49,0.49,0.6,0.65,0.8,0.68,0.4,0.55,0.75,0,0,0.22,0.65,0.85,0.79,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.08,0.1,?,?,?,?,0,?,0.04 +36,7,6607,Binghamtoncity,7,0.07,0.28,0.1,0.88,0.12,0.03,0.4,0.52,0.41,0.62,0.08,1,0.15,0.34,0.15,0.49,0.65,0.51,0.66,0.23,0.24,0.24,0.19,0.12,0.14,0.15,0.3,0.09,0.53,0.34,0.45,0.31,0.54,0.3,0.44,0.62,0.38,0.43,0.6,0.64,0.57,0.61,0.37,0.39,0.46,0.41,0.51,0.36,0.4,0.03,0.28,0.02,0.56,0.53,0.53,0.5,0.23,0.2,0.17,0.15,0.84,0.08,0.19,0.15,0.26,0.36,0.25,0.33,0.06,0.59,0,0.11,0.67,0.3,0.31,0.54,0,0.43,0.48,0.15,0.13,0.14,0.22,0.24,0.24,0.21,0.66,0.35,0.44,0.05,0.01,0.17,0.78,0.54,0.74,0.79,0.02,0.26,0.97,0.32,0.01,0.12,0.15,0.26,0.83,1,0,0,0,0,0.02,0.71,0.15,0.03,0.43,0.35,0.02,0.02,0.83,0,0.45,0.18,0.12 +12,?,?,PanamaCitycity,7,0.04,0.33,0.43,0.63,0.1,0.02,0.4,0.44,0.28,0.57,0.05,1,0.17,0.4,0.1,0.38,0.59,0.45,0.64,0.19,0.24,0.29,0.16,0.08,0.22,0.12,0.2,0.06,0.52,0.42,0.51,0.26,0.51,0.33,0.14,0.46,0.31,0.4,0.71,0.36,0.73,0.76,0.39,0.4,0.39,0.31,0.44,0.55,0.52,0.03,0.32,0.01,0.29,0.23,0.24,0.46,0.06,0.04,0.04,0.07,0.92,0.06,0.23,0.19,0.33,0.33,0.37,0.48,0.16,0.54,0.5,0.1,0.51,0.49,0.15,0.48,0.54,0.52,0.24,0.07,0.07,0.09,0.12,0.19,0.22,0.21,0.49,0.33,0.42,0.03,0.06,0.08,0.43,0.5,0.6,0.49,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.19,0,?,?,?,?,0,?,0.39 +25,21,78865,Weymouthtown,7,0.07,0.41,0.02,0.97,0.05,0.02,0.32,0.49,0.31,0.44,0.09,1,0.49,0.63,0.17,0.52,0.51,0.24,0.59,0.51,0.45,0.44,0.31,0.26,0.27,0.46,0.55,0.02,0.1,0.1,0.19,0.34,0.33,0.64,0.25,0.42,0.27,0.46,0.36,0.53,0.38,0.38,0.52,0.71,0.76,0.79,0.66,0.51,0.6,0.01,0.12,0.02,0.29,0.27,0.28,0.27,0.09,0.08,0.07,0.06,0.93,0.02,0.27,0.23,0.44,0.55,0.22,0.67,0.06,0.53,0.5,0.06,0.81,0.59,0.19,0.35,0.35,0.04,0.05,0.42,0.39,0.35,0.55,0.63,0.69,0.61,0.42,0.42,0.47,0,0,0.13,0.88,0.76,0.74,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.27,0.4,?,?,?,?,0,?,0.18 +18,?,?,Jaspercity,7,0,0.39,0,1,0,0.01,0.33,0.46,0.26,0.49,0,0,0.32,0.56,0.37,0.69,0.49,0.11,0.17,0.35,0.34,0.33,0.59,0,0,0,0.5,0,0.14,0.51,0.43,0.25,0.08,0.67,0.96,0.27,0.68,0.33,0.31,0.36,0.3,0.31,0.45,0.78,0.82,0.9,0.78,1,0.94,0,0.05,0,0,0.24,0.2,0.17,0,0.01,0,0,0.95,0.02,0.16,0.15,0.39,0.47,0.21,0.7,0.04,0.41,0.5,0.01,0.8,0.64,0.03,0.46,0.52,0.12,0.44,0.1,0.1,0.11,0.17,0.18,0.17,0.17,0.03,0.13,0.24,0,0,0.01,0.9,0.7,0.78,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.1,0.03,?,?,?,?,0,?,0.1 +12,?,?,DaytonaBeachcity,7,0.08,0.23,0.6,0.5,0.07,0.04,0.51,0.62,0.55,0.7,0.1,1,0.12,0.26,0.12,0.38,0.7,0.37,0.6,0.15,0.23,0.3,0.17,0.18,0.2,0.31,0.41,0.12,0.6,0.3,0.45,0.25,0.51,0.26,0.15,0.42,0.23,0.35,0.73,0.75,0.69,0.73,0.26,0.12,0.1,0.24,0,0.59,0.54,0.08,0.65,0.03,0.37,0.38,0.39,0.39,0.18,0.17,0.15,0.14,0.86,0.06,0.22,0.14,0.18,0.2,0.22,0.33,0.19,0.8,0,0.25,0.39,0.34,0.11,0.27,0.58,0.66,0.11,0.11,0.11,0.12,0.25,0.28,0.31,0.28,0.73,0.63,0.42,0.05,0.04,0.21,0.28,0.36,0.44,0.3,0.03,0.3,0.96,0.33,0.05,0.31,0.35,0.3,0.34,0.37,0.18,0.05,0,0.16,0.05,0.64,0.66,0.09,0.16,0.19,0.06,0.03,0.63,0,0.66,0.21,0.86 +51,670,38424,Hopewellcity,7,0.02,0.39,0.5,0.58,0.08,0.03,0.42,0.5,0.32,0.42,0.04,1,0.25,0.52,0.19,0.3,0.48,0.35,0.67,0.26,0.23,0.27,0.21,0.09,0.25,0.11,0.31,0.03,0.38,0.43,0.57,0.14,0.46,0.46,0.48,0.26,0.58,0.23,0.67,0.37,0.61,0.66,0.42,0.39,0.39,0.41,0.49,0.55,0.54,0.03,0.49,0,0.23,0.17,0.24,0.28,0.04,0.03,0.04,0.04,0.93,0.03,0.21,0.2,0.42,0.41,0.45,0.46,0.12,0.42,0.5,0.03,0.75,0.47,0.24,0.42,0.52,0.58,0.42,0.09,0.08,0.08,0.13,0.2,0.21,0.24,0.38,0.2,0.35,0,0,0.07,0.63,0.58,0.61,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.19,0.02,?,?,?,?,0,?,0.29 +39,157,55216,NewPhiladelphiacity,7,0.01,0.3,0.01,0.98,0.02,0,0.37,0.42,0.26,0.54,0,0,0.18,0.36,0.07,0.43,0.58,0.39,0.64,0.22,0.22,0.21,0.18,0.1,1,0,0.59,0.02,0.32,0.29,0.39,0.14,0.55,0.38,0.63,0.28,0.71,0.26,0.54,0.27,0.55,0.57,0.37,0.63,0.66,0.69,0.59,0.51,0.48,0,0.09,0,0,0,0.08,0.19,0,0,0,0.01,0.98,0.01,0.11,0.1,0.32,0.36,0.29,0.61,0.04,0.54,0.5,0.02,0.8,0.59,0.19,0.39,0.25,0.32,0.3,0.08,0.07,0.08,0.14,0.15,0.14,0.14,0.4,0.34,0.32,0,0,0.02,0.92,0.65,0.84,0.88,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.19,0.02,?,?,?,?,0,?,0.07 +48,?,?,UniversityParkcity,7,0.02,0.43,0.02,0.94,0.13,0.05,0.75,0.67,0.65,0.33,0.04,1,0.69,0.58,0.66,0.83,0.36,0.02,0.27,1,1,1,0.11,0.21,0.14,0.41,0.85,0.01,0.17,0.02,0.01,1,0.12,0.44,0.1,0.75,0.01,0.94,0.21,0.67,0.39,0.33,0.41,0.8,0.88,0.93,0.66,0.16,0.03,0,0.02,0.01,0.75,0.85,0.78,0.75,0.27,0.27,0.22,0.2,0.9,0.05,0.12,0.1,0.29,0.41,0.15,0.6,0.03,0.47,0.5,0.03,0.77,0.53,0.06,0.39,0.15,0.04,0.09,0.69,0.83,1,0.51,0.6,0.86,0.63,0.36,0.61,0.36,0,0,0.15,0.53,0.41,0.51,0.48,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.5,0.08,?,?,?,?,0,?,0.06 +34,39,64620,Roselleborough,7,0.02,0.45,0.74,0.33,0.16,0.21,0.33,0.46,0.29,0.49,0.03,1,0.47,0.59,0.23,0.53,0.54,0.28,0.54,0.48,0.41,0.44,0.39,0.25,0.42,0.39,0.44,0.01,0.13,0.25,0.38,0.31,0.49,0.55,0.45,0.33,0.49,0.36,0.45,0.54,0.47,0.48,0.6,0.58,0.51,0.75,0.6,0.66,0.63,0.02,0.41,0.02,0.18,0.26,0.37,0.42,0.19,0.23,0.3,0.31,0.65,0.22,0.44,0.38,0.5,0.64,0.28,0.62,0.22,0.51,0.5,0.01,0.88,0.54,0.08,0.38,0.23,0.15,0.36,0.36,0.34,0.31,0.43,0.46,0.51,0.44,0.37,0.7,1,0,0,0.42,0.59,0.73,0.75,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.64,0.53,?,?,?,?,0,?,0.2 +45,?,?,Sumtercity,8,0.05,0.77,0.75,0.39,0.07,0.03,0.42,0.66,0.4,0.32,0.07,1,0.16,0.48,0.14,0.31,0.46,0.6,0.46,0.15,0.22,0.32,0.17,0.09,0.25,0.25,0.42,0.07,0.55,0.35,0.37,0.32,0.32,0.56,0.43,0.44,0.51,0.38,0.39,0.31,0.51,0.46,0.59,0.5,0.48,0.61,0.42,0.4,0.37,0.05,0.54,0.01,0.49,0.43,0.39,0.41,0.06,0.05,0.04,0.04,0.93,0.03,0.33,0.32,0.56,0.47,0.65,0.28,0.21,0.45,0.5,0.05,0.74,0.34,0.21,0.7,0.52,0.55,0.64,0.09,0.1,0.12,0.09,0.16,0.23,0.2,0.46,0.41,0.51,0.02,0.01,0.05,0.53,0.38,0.35,0.1,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.15,0.03,?,?,?,?,0,?,0.6 +48,?,?,Cleburnecity,8,0.02,0.47,0.11,0.83,0.02,0.19,0.44,0.44,0.28,0.52,0,0,0.24,0.42,0.47,0.33,0.63,0.3,0.32,0.26,0.24,0.24,0.2,0.26,0.26,0.19,0.22,0.03,0.39,0.43,0.54,0.2,0.57,0.36,0.46,0.34,0.57,0.32,0.45,0.23,0.46,0.48,0.52,0.7,0.67,0.76,0.79,0.37,0.34,0.01,0.17,0.01,0.31,0.38,0.4,0.54,0.09,0.09,0.09,0.11,0.86,0.11,0.32,0.31,0.5,0.45,0.58,0.59,0.21,0.51,0.5,0.06,0.51,0.62,0.08,0.5,0.52,0.69,0.3,0.07,0.08,0.09,0.21,0.23,0.25,0.25,0.38,0.39,0.46,0,0,0.11,0.78,0.55,0.68,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.09,0.02,?,?,?,?,0,?,0.14 +34,5,23850,Florencetownship,8,0,0.47,0.14,0.88,0.04,0.03,0.35,0.43,0.25,0.42,0.01,0.85,0.43,0.65,0.2,0.51,0.51,0.2,0.62,0.43,0.35,0.34,0.29,0.28,0.06,0.54,0.48,0.01,0.17,0.38,0.43,0.22,0.24,0.62,0.37,0.25,0.43,0.28,0.44,0.34,0.44,0.46,0.52,0.66,0.65,0.73,0.75,0.63,0.63,0,0.18,0,0.11,0.33,0.29,0.27,0.03,0.07,0.06,0.05,0.86,0.07,0.22,0.23,0.53,0.52,0.49,0.77,0.09,0.39,0.5,0.01,0.85,0.76,0.14,0.42,0.17,0.21,0,0.24,0.24,0.26,0.43,0.45,0.5,0.45,0.39,0.52,0.63,0,0,0.1,0.78,0.76,0.77,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0.01,?,?,?,?,0,?,0.12 +9,1,48620,Monroetown,8,0.01,0.68,0.03,0.95,0.08,0.04,0.41,0.4,0.27,0.24,0.02,0.58,0.8,0.82,0.15,0.74,0.27,0.06,0.35,0.73,0.56,0.53,0.6,1,0.9,0.31,0.76,0,0.04,0.13,0.16,0.59,0.23,0.72,0.53,0.38,0.2,0.64,0.15,0.35,0.17,0.17,0.67,0.95,0.94,0.98,0.92,0.31,0.44,0,0.02,0.01,0.04,0.04,0.03,0.07,0.01,0.01,0.01,0.02,0.85,0.05,0.27,0.31,0.74,0.73,0.49,0.94,0.02,0.14,0.5,0.01,0.91,0.93,0.18,0.44,0.58,0.04,0.24,0.63,0.61,0.6,0.66,0.84,1,0.97,0.65,0.65,0.39,0,0,0.17,0.59,0.75,0.82,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.05,0.07,?,?,?,?,0,?,0.04 +34,25,70,Aberdeentownship,8,0.01,0.56,0.22,0.75,0.21,0.09,0.36,0.48,0.28,0.24,0.03,1,0.64,0.84,0.19,0.57,0.33,0.12,0.43,0.59,0.49,0.51,0.35,0.5,0.41,0.32,0.71,0,0.07,0.2,0.28,0.45,0.3,0.67,0.32,0.4,0.31,0.59,0.31,0.44,0.35,0.35,0.59,0.81,0.77,0.87,0.77,0.4,0.52,0,0.14,0.01,0.32,0.33,0.4,0.41,0.18,0.16,0.18,0.17,0.8,0.07,0.27,0.27,0.6,0.64,0.38,0.83,0.09,0.35,0.5,0.01,0.85,0.79,0.49,0.57,0.54,0.05,0.09,0.4,0.39,0.36,0.65,0.62,0.74,0.65,0.52,0.66,0.89,0.01,0,0.24,0.48,0.71,0.59,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.26,0.72,?,?,?,?,0,?,0.12 +6,?,?,Maywoodcity,8,0.03,1,0.01,0,0.04,1,0.67,0.78,0.58,0.1,0.04,1,0.23,0.8,0.19,0.08,0.14,0.51,0.22,0.17,0.06,0.09,0.37,0.14,0.2,0.19,0.23,0.05,0.56,1,1,0,0.85,0.47,1,0,1,0.01,0.22,0.76,0.38,0.31,1,0.55,0.53,0.61,0.67,0.28,0.09,0.04,0.72,0.11,0.39,0.47,0.5,0.59,1,1,1,1,0,1,1,1,1,1,1,0.09,1,1,0,0.01,0.92,0.12,0.5,0.27,0.35,0.53,1,0.4,0.39,0.37,0.47,0.45,0.51,0.41,0.6,1,0.15,0,0.03,1,0.31,0.48,0.79,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,1,0.48,?,?,?,?,0,?,0.36 +40,?,?,PoncaCitycity,8,0.03,0.34,0.06,0.85,0.04,0.03,0.36,0.38,0.21,0.55,0,0,0.24,0.37,0.6,0.52,0.61,0.22,0.4,0.28,0.3,0.3,0.18,0.16,0.45,0.27,0.32,0.02,0.28,0.25,0.33,0.34,0.28,0.46,0.58,0.32,0.32,0.43,0.45,0.19,0.48,0.49,0.39,0.69,0.71,0.65,0.76,0.61,0.54,0.01,0.1,0,0.13,0.2,0.19,0.24,0.01,0.01,0.01,0.01,0.95,0.04,0.18,0.16,0.35,0.35,0.35,0.65,0.09,0.53,0.5,0.08,0.46,0.65,0.2,0.69,0.38,0.41,0.13,0.06,0.07,0.08,0.13,0.17,0.19,0.19,0.37,0.17,0.22,0.03,0,0.03,0.62,0.59,0.63,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.13,0.01,?,?,?,?,0,?,0.1 +48,?,?,Waxahachiecity,8,0.01,0.55,0.33,0.59,0.02,0.27,0.53,0.54,0.38,0.44,0,0,0.21,0.47,0.6,0.32,0.52,0.32,0.34,0.25,0.19,0.24,0.14,0.19,0.2,0.2,0.24,0.03,0.49,0.41,0.51,0.25,0.47,0.44,0.51,0.38,0.57,0.31,0.46,0.36,0.48,0.49,0.58,0.59,0.53,0.59,0.54,0.55,0.62,0.02,0.43,0,0.39,0.43,0.44,0.6,0.07,0.07,0.06,0.08,0.81,0.11,0.41,0.39,0.54,0.49,0.62,0.47,0.31,0.53,0.5,0.03,0.61,0.51,0.27,0.48,0.5,0.67,0.08,0.1,0.11,0.12,0.21,0.26,0.27,0.28,0.5,0.42,0.6,0,0,0.07,0.81,0.49,0.62,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.05,0.01,?,?,?,?,0,?,0.27 +25,17,30700,Hollistontown,8,0,0.63,0.02,0.97,0.06,0.02,0.44,0.41,0.28,0.18,0.02,0.87,0.76,0.88,0.31,0.78,0.24,0.09,0.27,0.72,0.55,0.54,0.59,0,0.17,0,0.21,0,0,0.07,0.08,0.67,0.31,0.75,0.44,0.5,0.13,0.78,0.15,0.39,0.22,0.19,0.62,0.89,0.92,0.96,0.78,0.61,0.75,0,0.02,0,0.11,0.14,0.19,0.16,0.03,0.03,0.04,0.03,0.92,0.01,0.18,0.21,0.69,0.72,0.3,0.91,0.01,0.19,0.5,0,0.91,0.87,0.06,0.24,0.52,0.01,0.1,0.53,0.48,0.47,0.57,0.6,0.62,0.61,0.59,0.51,0.44,0,0,0.12,0.7,0.77,0.78,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.06,0.14,?,?,?,?,0,?,0.02 +25,27,41165,Milfordtown,8,0.02,0.47,0.03,0.95,0.06,0.07,0.37,0.48,0.3,0.41,0,0,0.44,0.64,0.18,0.47,0.44,0.28,0.46,0.46,0.37,0.36,0.39,0.25,0.26,0.17,0.31,0.01,0.1,0.36,0.4,0.37,0.42,0.58,0.63,0.39,0.46,0.43,0.36,0.44,0.37,0.38,0.51,0.69,0.72,0.78,0.72,0.5,0.59,0.01,0.19,0.02,0.41,0.42,0.37,0.34,0.28,0.25,0.2,0.17,0.74,0.23,0.19,0.19,0.5,0.6,0.35,0.6,0.06,0.48,0.5,0.02,0.83,0.54,0.1,0.29,0.48,0.09,0.08,0.43,0.41,0.37,0.36,0.45,0.55,0.45,0.41,0.56,0.69,0.01,0,0.29,0.7,0.68,0.64,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.14,0.05,?,?,?,?,0,?,0.01 +49,?,?,CedarCitycity,8,0.01,0.78,0.01,0.93,0.03,0.03,0.84,0.79,0.69,0.25,0,0,0.19,0.65,1,0.46,0.39,0.17,0.47,0.22,0.13,0.12,0.05,0.07,0.19,0.25,0.26,0.02,0.46,0.1,0.17,0.43,0.35,0.5,0.17,0.52,0.34,0.35,0.23,0.51,0.22,0.23,0.81,0.81,0.83,0.84,0.75,0.33,0.43,0,0.09,0,0.2,0.32,0.26,0.24,0.01,0.01,0.01,0.01,0.91,0,0.85,0.84,0.77,0.81,0.66,0.58,0.27,0.39,0.5,0.01,0.74,0.56,0.08,0.34,0.69,0.35,0,0.14,0.13,0.12,0.16,0.18,0.19,0.18,0.59,0.39,0.32,0,0,0.01,0.75,0.49,0.37,0.55,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.1,0.01,?,?,?,?,0,?,0.04 +34,3,22470,FairLawnborough,8,0.03,0.44,0.01,0.94,0.18,0.06,0.27,0.29,0.17,0.69,0.05,1,0.63,0.52,0.18,0.76,0.67,0.14,0.63,0.63,0.59,0.58,0.36,0,0.47,0.42,0.68,0.01,0.06,0.22,0.31,0.49,0.19,0.51,0.33,0.49,0.2,0.58,0.13,0.32,0.19,0.17,0.44,0.88,0.9,0.97,0.8,0.39,0.46,0,0.03,0.03,0.24,0.27,0.29,0.39,0.28,0.27,0.27,0.33,0.67,0.17,0.16,0.17,0.48,0.52,0.27,0.83,0.04,0.28,0.5,0.01,0.94,0.79,0,0.24,0.21,0.01,0.16,0.58,0.52,0.5,0.53,0.51,0.75,0.5,0.6,0.56,0.74,0,0,0.49,0.46,0.91,0.81,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.49,0.58,?,?,?,?,0,?,0.03 +34,3,72360,Teanecktownship,8,0.04,0.57,0.51,0.49,0.34,0.11,0.4,0.4,0.3,0.47,0.06,1,0.74,0.68,0.06,0.67,0.5,0.13,0.41,0.74,0.64,0.72,0.48,0.27,0.39,0.37,0.55,0.01,0.08,0.15,0.2,0.67,0.26,0.62,0.29,0.74,0.2,0.71,0.24,0.43,0.32,0.3,0.58,0.81,0.79,0.89,0.76,0.5,0.64,0.01,0.12,0.04,0.29,0.33,0.39,0.41,0.36,0.35,0.38,0.36,0.68,0.13,0.37,0.37,0.58,0.64,0.26,0.83,0.1,0.29,0.5,0.02,0.93,0.77,0.07,0.55,0.1,0.03,0.24,0.58,0.55,0.54,0.56,0.54,0.64,0.54,0.55,0.58,0.88,0,0,0.51,0.27,0.81,0.72,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.52,0.88,?,?,?,?,0,?,0.11 +12,?,?,Largocity,8,0.09,0.13,0.02,0.97,0.05,0.03,0.15,0.28,0.16,1,0.1,1,0.21,0.15,0.14,0.57,0.89,0.16,0.91,0.24,0.32,0.31,0.3,0.18,0.27,0.41,0.39,0.04,0.18,0.21,0.39,0.21,0.2,0.25,0.31,0.31,0.33,0.33,0.63,0.21,0.56,0.62,0.09,0.52,0.56,0.69,0.53,0.69,0.7,0.01,0.1,0.03,0.25,0.32,0.3,0.29,0.11,0.12,0.1,0.09,0.89,0.04,0.04,0.04,0.13,0.12,0.19,0.58,0.06,0.9,0,0.36,0.24,0.59,0.02,0.29,0.73,0.2,0.11,0.15,0.13,0.14,0.38,0.34,0.36,0.35,0.55,0.5,0.19,0.03,0,0.17,0.07,0.5,0.59,0.4,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.39,0.03,?,?,?,?,0,?,0.26 +27,53,54808,Robbinsdalecity,8,0.01,0.31,0.03,0.95,0.07,0.01,0.21,0.37,0.17,0.68,0.02,1,0.35,0.42,0.11,0.62,0.67,0.16,0.68,0.39,0.35,0.34,0.3,0.26,0.28,0.21,0.44,0.01,0.12,0.19,0.25,0.3,0.25,0.52,0.37,0.47,0.33,0.36,0.43,0.37,0.4,0.43,0.33,0.67,0.74,0.91,0.58,0.87,0.93,0,0.12,0,0.06,0.09,0.21,0.41,0.01,0.01,0.03,0.05,0.92,0.03,0.12,0.11,0.31,0.38,0.15,0.74,0.05,0.54,0.5,0.01,0.94,0.69,0,0.22,0.29,0.01,0.05,0.18,0.15,0.13,0.43,0.42,0.48,0.39,0.61,0.47,0.24,0,0,0.06,0.8,0.66,0.8,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.43,0.35,?,?,?,?,0,?,0.15 +9,9,19550,Derbytown,8,0,0.33,0.05,0.93,0.05,0.08,0.24,0.46,0.27,0.62,0.02,1,0.4,0.57,0.19,0.58,0.57,0.3,0.5,0.42,0.4,0.39,0.37,0.17,0.37,0.39,0.44,0.01,0.15,0.38,0.49,0.23,0.46,0.55,0.63,0.35,0.42,0.37,0.41,0.5,0.4,0.42,0.39,0.57,0.58,0.68,0.68,0.42,0.55,0,0.12,0.01,0.1,0.13,0.3,0.33,0.07,0.08,0.17,0.17,0.68,0.18,0.15,0.13,0.34,0.38,0.32,0.5,0.08,0.59,0,0.01,0.79,0.49,0.15,0.35,0.31,0.15,0.48,0.4,0.38,0.35,0.39,0.44,0.49,0.5,0.4,0.7,0.67,0.01,0,0.3,0.74,0.67,0.72,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.2,0.1,?,?,?,?,0,?,0.08 +6,?,?,SanFernandocity,8,0.02,1,0.02,0.07,0.09,1,0.56,0.66,0.45,0.21,0.04,1,0.34,0.67,0.24,0.18,0.38,0.59,0.37,0.27,0.13,0.21,0.26,0.18,0.21,0.22,0.26,0.04,0.46,1,1,0.06,0.65,0.49,0.84,0.09,1,0.06,0.35,0.64,0.42,0.4,1,0.62,0.54,0.67,0.73,0.37,0.2,0.03,0.53,0.07,0.46,0.52,0.56,0.59,1,1,1,1,0,1,1,1,1,1,1,0.37,1,0.78,0,0.01,0.92,0.44,0.14,0.23,0.33,0.34,0.74,0.4,0.39,0.36,0.47,0.48,0.58,0.47,0.59,0.85,0.24,0,0,1,0.42,0.55,0.82,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.79,0.3,?,?,?,?,0,?,0.47 +29,?,?,Kirkwoodcity,8,0.03,0.32,0.12,0.9,0.04,0.01,0.26,0.29,0.15,0.59,0.04,1,0.5,0.54,0.22,0.79,0.61,0.06,0.64,0.55,0.58,0.59,0.28,0.64,0.35,0,0.52,0.01,0.06,0.17,0.18,0.7,0.14,0.54,0.34,0.66,0.15,0.73,0.34,0.29,0.45,0.42,0.4,0.76,0.79,0.9,0.49,0.46,0.5,0,0.05,0,0.18,0.15,0.19,0.31,0.03,0.02,0.02,0.03,0.94,0.04,0.17,0.16,0.35,0.4,0.16,0.8,0.03,0.42,0.5,0.02,0.85,0.75,0.13,0.42,0.33,0.01,0.02,0.22,0.22,0.27,0.42,0.42,0.44,0.45,0.29,0.22,0.24,0,0,0.06,0.68,0.73,0.76,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.25,0.09,?,?,?,?,0,?,0.1 +18,?,?,BeechGrovecity,8,0.01,0.33,0,0.99,0.03,0.01,0.36,0.49,0.29,0.54,0.02,1,0.3,0.49,0.21,0.47,0.6,0.18,0.69,0.3,0.33,0.31,0.14,0.44,0.51,0.16,0.45,0.01,0.12,0.25,0.39,0.15,0.24,0.5,0.41,0.39,0.49,0.25,0.56,0.3,0.61,0.61,0.36,0.6,0.62,0.81,0.68,0.62,0.52,0,0.14,0,0,0.06,0.17,0.23,0,0,0.01,0.01,0.96,0.04,0.13,0.12,0.34,0.43,0.24,0.57,0.06,0.6,0,0.01,0.83,0.52,0.03,0.22,0.44,0.15,0.17,0.11,0.09,0.08,0.3,0.31,0.31,0.3,0.24,0.16,0.24,0,0,0.03,0.79,0.52,0.8,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.27,0.07,?,?,?,?,0,?,0.07 +6,?,?,Claremontcity,8,0.04,0.67,0.1,0.73,0.52,0.19,0.78,0.63,0.64,0.37,0.05,1,0.69,0.63,0.35,0.71,0.39,0.14,0.62,0.71,0.59,0.61,0.54,0.38,0.33,0.37,0.44,0.01,0.13,0.06,0.1,0.84,0.23,0.52,0.25,0.99,0.12,0.81,0.26,0.66,0.4,0.35,0.49,0.75,0.72,0.87,0.68,0.37,0.61,0.01,0.13,0.03,0.26,0.35,0.46,0.46,0.22,0.26,0.31,0.29,0.71,0.09,0.24,0.24,0.5,0.57,0.35,0.69,0.14,0.33,0.5,0.02,0.89,0.64,0.17,0.3,0.52,0.06,0.17,0.61,0.68,0.72,0.64,0.62,0.76,0.63,0.62,0.54,0.06,0,0,0.36,0.4,0.49,0.55,0.56,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.25,0.04,?,?,?,?,0,?,0.15 +29,?,?,Washingtoncity,8,0,0.42,0.01,0.98,0.02,0.01,0.36,0.47,0.26,0.5,0,0,0.31,0.61,0.37,0.61,0.52,0.15,0.41,0.32,0.28,0.27,0.15,0.31,0.16,0,0.09,0,0.12,0.58,0.43,0.21,0.18,0.61,0.74,0.29,0.73,0.28,0.34,0.3,0.31,0.33,0.49,0.77,0.82,0.73,0.73,0.98,0.82,0,0.06,0,1,0.91,0.75,0.63,0.08,0.05,0.04,0.03,0.97,0.02,0.22,0.21,0.43,0.49,0.28,0.68,0.07,0.49,0.5,0.01,0.79,0.64,0.13,0.35,0.44,0.1,0.22,0.13,0.11,0.11,0.18,0.2,0.21,0.23,0.23,0.35,0.22,0,0,0.02,0.91,0.57,0.69,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.13,0.02,?,?,?,?,0,?,0.21 +34,23,58980,Piscatawaytownship,8,0.06,0.81,0.34,0.48,0.85,0.11,0.79,0.79,0.74,0.19,0.07,1,0.64,0.86,0.13,0.63,0.26,0.15,0.33,0.62,0.41,0.43,0.41,0.46,0.32,0.34,0.47,0.01,0.06,0.2,0.25,0.51,0.26,0.64,0.46,0.44,0.36,0.45,0.22,0.76,0.26,0.25,0.62,0.82,0.77,0.93,0.78,0.64,0.67,0.02,0.22,0.06,0.39,0.49,0.59,0.59,0.5,0.56,0.6,0.55,0.6,0.2,0.37,0.37,0.62,0.74,0.35,0.69,0.19,0.42,0.5,0.03,0.88,0.61,0.08,0.32,0.56,0.05,0.05,0.45,0.43,0.39,0.66,0.59,0.63,0.56,0.38,0.54,0.42,0,0,0.54,0.52,0.56,0.42,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.21,0.33,?,?,?,?,0,?,0.13 +41,?,?,WestLinncity,8,0.01,0.52,0.01,0.95,0.11,0.03,0.4,0.35,0.19,0.21,0.03,1,0.56,0.77,0.3,0.67,0.23,0.1,0.35,0.53,0.52,0.51,0.5,0.12,0.27,0.27,0.66,0.01,0.09,0.06,0.11,0.59,0.1,0.73,0.28,0.46,0.17,0.69,0.38,0.21,0.45,0.43,0.5,0.8,0.84,0.83,0.74,0.54,0.64,0,0.05,0,0.25,0.2,0.18,0.18,0.07,0.05,0.04,0.04,0.95,0.03,0.16,0.18,0.57,0.58,0.46,0.78,0.06,0.23,0.5,0.01,0.94,0.76,0.29,0.21,0.73,0.13,0.11,0.21,0.23,0.27,0.4,0.37,0.45,0.39,0.37,0.49,0.58,0,0,0.11,0.47,0.42,0.39,0.5,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.21,0.13,?,?,?,?,0,?,0.12 +39,17,33012,Hamiltoncity,8,0.08,0.39,0.14,0.88,0.02,0.01,0.39,0.47,0.29,0.46,0.1,1,0.19,0.4,0.07,0.38,0.56,0.52,0.58,0.21,0.2,0.21,0.16,0.16,0.18,0.14,0.21,0.09,0.44,0.42,0.58,0.14,0.52,0.35,0.54,0.32,0.58,0.24,0.66,0.3,0.69,0.71,0.45,0.49,0.5,0.54,0.49,0.48,0.42,0.04,0.27,0,0.41,0.39,0.32,0.33,0.02,0.02,0.01,0.01,0.98,0.02,0.2,0.19,0.41,0.42,0.42,0.52,0.12,0.59,0,0.07,0.8,0.52,0.79,0.55,0.23,0.41,0.15,0.09,0.08,0.08,0.19,0.2,0.2,0.21,0.58,0.25,0.32,0.04,0,0.01,0.75,0.57,0.85,0.82,0.01,0.14,0.98,0.17,0.03,0.19,0.42,0.14,0.93,0.85,0.14,0.05,0,0.13,0.07,0.36,0.32,0.06,0.26,0.09,0.02,0.02,0.67,0,1,0.15,0.59 +25,27,23875,Fitchburgcity,8,0.05,0.45,0.07,0.84,0.16,0.18,0.49,0.58,0.44,0.49,0.07,1,0.26,0.39,0.19,0.4,0.61,0.6,0.55,0.29,0.24,0.25,0.19,0.18,0.14,0.19,0.19,0.05,0.36,0.46,0.54,0.2,0.61,0.38,0.63,0.41,0.58,0.32,0.47,0.55,0.47,0.49,0.48,0.45,0.48,0.46,0.48,0.34,0.4,0.04,0.44,0.02,0.23,0.28,0.34,0.37,0.12,0.13,0.14,0.14,0.67,0.25,0.27,0.23,0.42,0.48,0.41,0.36,0.16,0.6,0,0.07,0.69,0.36,0.53,0.47,0,0.29,0.4,0.31,0.29,0.27,0.28,0.38,0.42,0.41,0.55,0.52,0.56,0.01,0.06,0.22,0.75,0.54,0.7,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.12,0.09,?,?,?,?,0,?,0.7 +39,?,?,Vermilioncity,8,0,0.52,0,0.99,0.01,0.02,0.45,0.44,0.27,0.34,0.02,1,0.43,0.64,0,0.53,0.43,0.24,0.64,0.4,0.33,0.31,0,0.32,0.27,0.13,0.49,0.01,0.22,0.18,0.32,0.26,0.27,0.56,0.68,0.39,0.57,0.33,0.43,0.27,0.38,0.41,0.53,0.8,0.77,0.78,0.86,0.66,0.56,0,0.06,0,0.07,0.17,0.21,0.21,0.01,0.03,0.03,0.03,0.95,0.02,0.23,0.24,0.55,0.58,0.44,0.72,0.08,0.32,0.5,0.02,0.63,0.69,0.1,0.92,0.5,0.09,0.28,0.12,0.11,0.12,0.27,0.27,0.27,0.32,0.33,0.18,0.14,0,0,0.07,0.69,0.69,0.64,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0.01,?,?,?,?,0,?,0.03 +42,133,32448,Hanoverborough,8,0.01,0.24,0,0.99,0.01,0.01,0.27,0.41,0.27,0.71,0,0,0.22,0.4,0.13,0.58,0.67,0.25,0.44,0.28,0.3,0.29,0.04,0,0.15,0.24,0.28,0.01,0.21,0.61,0.6,0.17,0.16,0.48,0.88,0.21,0.86,0.23,0.53,0.29,0.46,0.51,0.28,0.63,0.67,0.66,0.6,0.52,0.58,0,0.11,0,0.27,0.31,0.3,0.25,0.02,0.02,0.02,0.01,0.96,0.01,0.08,0.07,0.24,0.31,0.22,0.48,0.04,0.48,0.5,0.01,0.83,0.45,0.12,0.46,0.06,0.3,0.43,0.14,0.14,0.14,0.2,0.22,0.23,0.23,0.33,0.39,0.39,0,0,0.03,0.85,0.64,0.71,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.33,0.03,?,?,?,?,0,?,0.06 +9,5,76570,Torringtontown,8,0.04,0.32,0.03,0.96,0.07,0.02,0.26,0.41,0.25,0.61,0,0,0.39,0.52,0.13,0.59,0.6,0.2,0.65,0.43,0.39,0.37,0.29,0.29,0.3,0.42,0.38,0.02,0.13,0.44,0.47,0.24,0.29,0.56,0.66,0.4,0.5,0.36,0.42,0.4,0.42,0.43,0.37,0.69,0.73,0.75,0.72,0.62,0.71,0.01,0.16,0.02,0.13,0.13,0.19,0.23,0.06,0.06,0.07,0.08,0.82,0.08,0.1,0.1,0.33,0.41,0.23,0.6,0.05,0.59,0,0.07,0.66,0.55,0.04,0.82,0.31,0.11,0.3,0.37,0.35,0.32,0.32,0.37,0.42,0.39,0.39,0.64,0.54,0,0,0.2,0.76,0.65,0.82,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.07,0.04,?,?,?,?,0,?,0.1 +55,105,37825,Janesvillecity,8,0.07,0.39,0.01,0.98,0.05,0.02,0.37,0.47,0.28,0.37,0.08,1,0.33,0.61,0.23,0.6,0.45,0.34,0.48,0.34,0.32,0.31,0.2,0.15,0.18,0.16,0.26,0.04,0.21,0.21,0.31,0.24,0.35,0.59,0.81,0.3,0.76,0.29,0.5,0.34,0.49,0.51,0.44,0.64,0.68,0.69,0.63,0.67,0.68,0.02,0.13,0.01,0.21,0.22,0.27,0.33,0.03,0.03,0.03,0.03,0.95,0.03,0.18,0.17,0.42,0.48,0.31,0.63,0.06,0.45,0.5,0.04,0.88,0.59,0.31,0.39,0.48,0.16,0.15,0.11,0.09,0.08,0.24,0.25,0.26,0.27,0.36,0.18,0.36,0.02,0,0.05,0.82,0.58,0.78,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.18,0.06,?,?,?,?,0,?,0.08 +34,7,76220,Voorheestownship,8,0.02,0.46,0.13,0.78,0.48,0.03,0.3,0.41,0.23,0.25,0.04,1,0.66,0.8,0.17,0.65,0.21,0.09,0.18,0.72,0.68,0.67,0.58,0.25,0.53,0.58,0.58,0.01,0.08,0.19,0.19,0.66,0.09,0.7,0.3,0.48,0.15,0.78,0.34,0.4,0.36,0.36,0.56,0.86,0.87,0.89,0.78,0.49,0.46,0,0.06,0.02,0.27,0.29,0.36,0.42,0.18,0.17,0.19,0.2,0.78,0.08,0.18,0.16,0.46,0.63,0.1,0.75,0.05,0.45,0.5,0.04,0.68,0.63,0.02,0.57,0.88,0.03,0.15,0.38,0.45,0.54,0.62,0.54,0.58,0.55,0.42,0.64,0.42,0,0,0.28,0.32,0.37,0.42,0.42,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.18,0.63,?,?,?,?,0,?,0.11 +48,?,?,MountPleasantcity,8,0,0.54,0.4,0.46,0.01,0.31,0.46,0.51,0.35,0.56,0,0,0.15,0.34,0.31,0.27,0.63,0.41,0.34,0.18,0.17,0.25,0.14,0.16,0.62,0.16,0.18,0.03,0.65,0.57,0.67,0.2,0.22,0.37,0.61,0.31,0.6,0.23,0.42,0.38,0.49,0.48,0.58,0.54,0.49,0.7,0.42,0.6,0.59,0,0.15,0.01,0.37,0.61,0.68,0.85,0.31,0.44,0.45,0.51,0.73,0.39,0.49,0.45,0.53,0.43,0.68,0.49,0.41,0.53,0.5,0.02,0.69,0.55,0.11,0.64,0.54,0.8,0.42,0.05,0.05,0.07,0.13,0.17,0.18,0.19,0.47,0.41,0.76,0,0,0.35,0.76,0.45,0.57,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.1,0,?,?,?,?,0,?,0.15 +37,?,?,Sanfordcity,8,0.01,0.37,0.68,0.44,0.03,0.03,0.4,0.44,0.26,0.49,0,0,0.16,0.44,0.28,0.3,0.57,0.44,0.37,0.18,0.2,0.27,0.17,0.31,0.35,0.25,0.24,0.03,0.56,0.42,0.51,0.22,0.44,0.42,0.83,0.32,0.72,0.36,0.62,0.44,0.69,0.69,0.42,0.3,0.28,0.19,0.25,0.67,0.8,0.02,0.56,0,0.45,0.43,0.65,0.64,0.06,0.05,0.07,0.06,0.95,0.07,0.24,0.21,0.38,0.36,0.43,0.47,0.16,0.48,0.5,0.02,0.69,0.49,0.19,0.4,0.56,0.63,0.46,0.08,0.08,0.09,0.1,0.15,0.17,0.2,0.51,0.53,0.49,0,0,0.05,0.8,0.55,0.66,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.09,0,?,?,?,?,0,?,0.51 +1,?,?,MountainBrookcity,8,0.02,0.37,0,0.99,0.04,0.01,0.28,0.26,0.13,0.54,0.03,1,0.88,0.53,0.64,0.94,0.47,0.08,0.47,0.98,1,1,0,1,0.73,0,1,0,0.04,0.02,0.02,1,0.04,0.46,0.09,0.84,0.01,1,0.09,0.18,0.24,0.19,0.4,0.92,0.95,0.9,0.75,0.21,0.2,0,0,0,0.4,0.31,0.32,0.28,0.09,0.06,0.06,0.05,0.94,0.02,0.08,0.1,0.41,0.48,0.03,0.89,0,0.18,0.5,0.01,0.9,0.82,0.06,0.43,0.42,0.01,0.21,0.45,0.49,0.61,0.34,0.36,0.41,0.35,0.25,0.08,0.17,0,0,0.09,0.64,0.71,0.83,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.14,0,?,?,?,?,0,?,0.02 +44,5,57880,Portsmouthtown,8,0.01,0.45,0.02,0.97,0.06,0.02,0.35,0.37,0.23,0.39,0.02,0.78,0.51,0.65,0.15,0.67,0.4,0.08,0.66,0.48,0.44,0.42,0.47,0,0.39,0.45,0.48,0.01,0.1,0.2,0.22,0.56,0.32,0.61,0.35,0.59,0.24,0.6,0.35,0.32,0.28,0.32,0.46,0.84,0.85,0.94,0.78,0.51,0.62,0,0.03,0,0.05,0.06,0.1,0.22,0.01,0.01,0.02,0.03,0.89,0.01,0.13,0.14,0.5,0.51,0.44,0.69,0.04,0.43,0.5,0.05,0.46,0.68,0.13,0.76,0.56,0.08,0,0.43,0.43,0.47,0.51,0.59,0.74,0.65,0.55,0.64,0.56,0,0,0.08,0.33,0.62,0.64,0.42,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.06,0.06,?,?,?,?,0,?,0.06 +48,?,?,PortLavacacity,8,0,0.56,0.09,0.56,0.18,0.87,0.47,0.5,0.3,0.31,0,0,0.17,0.55,0.54,0.35,0.47,0.25,0.4,0.22,0.16,0.2,0.19,0.01,0.27,0.16,0.22,0.02,0.54,0.67,0.62,0.16,0.67,0.36,0.48,0.26,0.49,0.26,0.49,0.31,0.5,0.51,0.64,0.63,0.59,0.61,0.66,0.28,0.3,0,0.17,0.01,0.57,0.46,0.66,0.7,0.28,0.2,0.26,0.26,0.32,0.36,0.44,0.42,0.59,0.58,0.59,0.54,0.48,0.53,0.5,0.03,0.48,0.55,0.81,0.7,0.56,0.75,0.57,0.06,0.06,0.07,0.13,0.16,0.18,0.17,0.69,0.22,0.21,0,0,0.21,0.81,0.64,0.72,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.14,0.01,?,?,?,?,0,?,0.51 +12,?,?,DelrayBeachcity,8,0.06,0.21,0.51,0.57,0.04,0.11,0.15,0.25,0.14,1,0.07,1,0.32,0.12,0.19,0.65,0.94,0.2,0.7,0.33,0.56,0.71,0.2,0.29,0.4,0.38,0.36,0.05,0.29,0.33,0.43,0.34,0.46,0.21,0.13,0.34,0.23,0.4,0.52,0.32,0.48,0.52,0.19,0.37,0.32,0.48,0.43,0.69,0.65,0.05,0.44,0.05,0.33,0.53,0.57,0.66,0.33,0.46,0.46,0.48,0.71,0.29,0.25,0.2,0.23,0.18,0.37,0.61,0.24,0.83,0,0.33,0.02,0.65,0.17,0.32,0.75,0.25,0.17,0.18,0.2,0.28,0.44,0.48,0.56,0.5,0.62,0.64,0.39,0,0.03,0.42,0.15,0.5,0.57,0.44,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.27,0.06,?,?,?,?,0,?,0.58 +25,17,77255,Westontown,8,0,0.64,0.01,0.92,0.29,0.03,0.53,0.41,0.37,0.45,0.01,0.91,1,0.58,0.4,0.97,0.41,0.07,0.32,1,1,1,0.75,0,0.97,0.47,0.34,0,0.08,0.04,0.02,1,0.18,0.47,0.25,0.88,0,1,0.12,0.38,0.13,0.13,0.45,0.93,0.95,0.96,0.88,0.3,0.26,0,0.04,0.01,0.18,0.17,0.26,0.36,0.11,0.09,0.12,0.16,0.85,0.04,0.18,0.21,0.56,0.58,0.29,0.9,0,0.08,1,0.01,0.84,0.87,0.05,0.68,0.35,0,0,1,1,1,0.57,1,1,1,0.58,0.38,0.46,0,0,0.25,0.54,0.8,0.69,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.05,0.41,?,?,?,?,0,?,0.05 +34,13,46380,Millburntownship,8,0.01,0.46,0.02,0.91,0.3,0.03,0.32,0.31,0.2,0.55,0.03,1,1,0.62,0.17,0.96,0.53,0.08,0.46,1,1,1,0.45,0,0.61,0.86,1,0,0.04,0.1,0.1,1,0.07,0.51,0.17,0.7,0.02,1,0.11,0.32,0.16,0.14,0.44,0.92,0.95,0.98,0.81,0.18,0.17,0,0.04,0.02,0.27,0.3,0.3,0.33,0.25,0.24,0.22,0.23,0.73,0.08,0.14,0.15,0.5,0.56,0.17,0.86,0.02,0.18,0.5,0.01,0.92,0.8,0.12,0.47,0.17,0.01,0.14,0.89,1,1,0.82,0.81,0.97,0.81,0.53,0.36,0.37,0.01,0,0.39,0.41,0.8,0.69,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.17,0.98,?,?,?,?,0,?,0.05 +12,?,?,Dunedincity,8,0.04,0.17,0.02,0.98,0.02,0.03,0.2,0.24,0.15,1,0.05,1,0.24,0.1,0.17,0.67,0.96,0.16,0.97,0.29,0.4,0.39,0.13,0.38,0.27,0.5,0.51,0.02,0.18,0.18,0.3,0.29,0.2,0.23,0.2,0.43,0.24,0.39,0.52,0.21,0.49,0.53,0.15,0.6,0.64,0.64,0.47,0.6,0.76,0.01,0.06,0.02,0.12,0.13,0.12,0.15,0.06,0.06,0.05,0.05,0.89,0.04,0.05,0.05,0.16,0.18,0.17,0.67,0.05,0.79,0,0.13,0.42,0.65,0.04,0.17,0.71,0.15,0,0.16,0.15,0.15,0.32,0.33,0.36,0.34,0.58,0.55,0.22,0,0,0.21,0.06,0.48,0.56,0.37,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.27,0.04,?,?,?,?,0,?,0.21 +6,?,?,Stocktoncity,8,0.32,0.66,0.19,0.35,1,0.46,0.48,0.52,0.35,0.32,0.33,1,0.25,0.45,0.26,0.31,0.42,1,0.46,0.24,0.21,0.29,0.2,0.14,0.16,0.27,0.28,0.4,0.57,0.61,0.58,0.23,0.7,0.31,0.26,0.45,0.45,0.35,0.61,0.53,0.64,0.65,0.8,0.47,0.5,0.55,0.54,0.23,0.18,0.2,0.44,0.32,0.32,0.47,0.6,0.71,0.51,0.66,0.76,0.83,0.36,0.73,0.82,0.73,0.68,0.57,0.78,0.29,0.77,0.64,0,0.2,0.81,0.36,0.36,0.22,0.65,0.29,0.39,0.22,0.24,0.26,0.33,0.34,0.38,0.35,0.67,0.51,0.24,0.3,0.14,0.67,0.53,0.4,0.65,0.7,0.04,0.09,0.95,0.12,0.11,0.18,0.61,0.09,0.31,0.84,0.23,0.03,0,0.18,0.07,0.57,0.66,0.15,0.34,0.11,0.16,0.09,0.87,0.5,0.81,0.16,0.65 +36,119,30367,Greenburghtown,8,0.12,0.46,0.26,0.66,0.47,0.11,0.3,0.36,0.21,0.45,0.13,1,0.78,0.69,0.23,0.75,0.44,0.11,0.53,0.82,0.84,0.91,0.43,0.37,0.64,0.45,0.6,0.03,0.09,0.16,0.19,0.76,0.24,0.6,0.24,0.73,0.13,0.85,0.23,0.38,0.3,0.28,0.44,0.81,0.73,0.89,0.77,0.36,0.4,0.03,0.18,0.1,0.43,0.51,0.52,0.51,0.54,0.57,0.52,0.48,0.65,0.19,0.21,0.21,0.46,0.51,0.36,0.69,0.12,0.46,0.5,0.07,0.85,0.66,0.12,0.47,0.31,0.06,0.15,0.75,0.8,0.84,0.55,0.62,0.89,0.63,0.34,0.55,0.78,0.31,0,0.54,0.67,0.73,0.69,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.23,1,?,?,?,?,0,?,0.1 +48,?,?,Plainviewcity,8,0.02,0.59,0.13,0.45,0.03,0.78,0.51,0.54,0.37,0.39,0,0,0.16,0.49,1,0.35,0.52,0.44,0.24,0.16,0.17,0.26,0.15,0.16,0.1,0.15,0.18,0.04,0.6,0.69,0.66,0.21,0.52,0.46,0.34,0.39,0.5,0.28,0.43,0.31,0.42,0.44,0.68,0.68,0.61,0.74,0.72,0.49,0.45,0.01,0.22,0.01,0.3,0.26,0.33,0.45,0.15,0.11,0.13,0.16,0.36,0.42,0.58,0.54,0.6,0.54,0.66,0.48,0.52,0.56,0,0.04,0.61,0.52,0.56,0.66,0.48,0.87,0.28,0.04,0.04,0.06,0.13,0.16,0.18,0.17,0.41,0.34,0.37,0,0,0.2,0.8,0.52,0.63,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.14,0,?,?,?,?,0,?,0.23 +34,3,21300,ElmwoodParkborough,8,0.01,0.42,0.02,0.91,0.21,0.16,0.29,0.4,0.26,0.68,0.03,1,0.44,0.51,0.08,0.64,0.7,0.13,0.58,0.46,0.44,0.43,0.4,0,0.38,0.45,0.44,0,0.07,0.51,0.56,0.23,0.29,0.51,0.53,0.2,0.4,0.3,0.24,0.4,0.31,0.29,0.44,0.74,0.76,0.84,0.65,0.43,0.46,0,0.06,0.02,0.29,0.31,0.33,0.34,0.4,0.38,0.36,0.35,0.49,0.31,0.17,0.18,0.46,0.48,0.45,0.55,0.1,0.48,0.5,0.01,0.92,0.54,0.04,0.36,0.23,0.07,0.15,0.53,0.48,0.42,0.46,0.51,0.66,0.53,0.31,0.54,1,0,0,0.59,0.59,0.8,0.77,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.56,0.26,?,?,?,?,0,?,0.05 +34,1,75620,VentnorCitycity,8,0,0.26,0.03,0.93,0.09,0.1,0.22,0.38,0.23,0.74,0.02,1,0.35,0.44,0.18,0.58,0.72,0.28,0.53,0.43,0.48,0.46,0.84,0.15,0.41,0.32,0.35,0.01,0.16,0.19,0.34,0.23,0.16,0.52,0.04,0.22,0.13,0.35,0.44,0.51,0.48,0.48,0.31,0.54,0.56,0.61,0.46,0.08,0.37,0,0.17,0.01,0.11,0.21,0.2,0.23,0.06,0.1,0.09,0.1,0.77,0.05,0.16,0.14,0.29,0.32,0.27,0.53,0.1,0.46,0.5,0.13,0,0.52,0.04,0.81,0.27,0.08,0,0.32,0.33,0.36,0.53,0.56,0.61,0.57,0.64,0.55,0.86,0,0,0.24,0.43,0.71,0.78,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.43,0.71,?,?,?,?,0,?,0.13 +36,55,63000,Rochestercity,8,0.36,0.34,0.61,0.41,0.11,0.16,0.41,0.6,0.39,0.36,0.37,1,0.18,0.42,0.11,0.37,0.43,0.81,0.42,0.2,0.22,0.3,0.21,0.17,0.17,0.18,0.21,0.48,0.62,0.38,0.54,0.29,0.58,0.41,0.57,0.58,0.48,0.37,0.73,0.79,0.72,0.75,0.5,0.06,0.11,0.08,0.03,0.41,0.38,0.55,1,0.1,0.35,0.37,0.42,0.46,0.15,0.14,0.15,0.15,0.76,0.16,0.37,0.26,0.33,0.43,0.3,0.32,0.13,0.6,0,0.4,0.7,0.3,0.73,0.4,0,0.47,0.3,0.14,0.12,0.09,0.32,0.31,0.32,0.31,0.84,0.51,0.78,0.17,0,0.18,0.71,0.44,0.78,0.76,0.13,0.26,0.87,0.31,0.23,0.38,0.49,0.26,0.62,0.64,0.34,0.19,0.15,0.36,0.12,0.43,0.6,0.1,0.54,0.6,0.3,0.18,0.73,1,0.56,0.34,0.48 +53,?,?,Redmondcity,8,0.04,0.37,0.03,0.87,0.39,0.04,0.36,0.51,0.29,0.18,0.06,1,0.51,0.84,0.18,0.61,0.16,0.08,0.24,0.54,0.51,0.5,0.65,0.24,0.39,0.27,0.46,0.01,0.08,0.06,0.07,0.67,0.12,0.81,0.41,0.29,0.2,0.64,0.58,0.44,0.64,0.64,0.45,0.71,0.77,0.8,0.68,0.59,0.6,0.01,0.11,0.02,0.5,0.48,0.52,0.52,0.33,0.28,0.28,0.26,0.83,0.11,0.17,0.15,0.4,0.51,0.29,0.54,0.1,0.52,0.5,0.04,0.79,0.48,0.03,0.03,0.83,0.04,0.09,0.43,0.43,0.42,0.62,0.57,0.61,0.58,0.4,0.41,0.25,0,0,0.28,0.36,0.29,0.45,0.33,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.21,0.27,?,?,?,?,0,?,0.06 +6,?,?,Placentiacity,8,0.05,0.67,0.04,0.64,0.5,0.46,0.52,0.61,0.45,0.2,0.07,1,0.65,0.82,0.22,0.56,0.2,0.2,0.35,0.62,0.47,0.53,0.37,0.29,0.36,0.27,0.35,0.03,0.19,0.33,0.3,0.48,0.23,0.72,0.58,0.32,0.33,0.54,0.36,0.55,0.49,0.44,0.68,0.69,0.67,0.79,0.68,0.55,0.55,0.02,0.28,0.05,0.46,0.52,0.59,0.64,0.62,0.62,0.63,0.63,0.53,0.6,0.55,0.55,0.72,0.65,0.8,0.54,0.45,0.43,0.5,0.02,0.92,0.58,0.02,0.1,0.69,0.05,0.16,0.66,0.69,0.63,0.81,0.74,0.88,0.75,0.51,0.53,0.11,0.01,0,0.57,0.43,0.53,0.64,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.52,0.08,?,?,?,?,0,?,0.14 +35,?,?,Hobbscity,8,0.03,0.54,0.15,0.68,0.03,0.56,0.49,0.49,0.29,0.33,0,0,0.18,0.49,0.47,0.35,0.46,0.45,0.32,0.18,0.17,0.2,0.2,0.15,0.32,0.15,0.17,0.06,0.66,0.55,0.59,0.2,0.49,0.34,0.1,0.27,0.45,0.33,0.51,0.27,0.56,0.56,0.62,0.59,0.58,0.59,0.61,0.08,0,0.02,0.27,0.01,0.19,0.2,0.34,0.43,0.08,0.07,0.12,0.14,0.56,0.24,0.39,0.38,0.58,0.56,0.59,0.58,0.41,0.49,0.5,0.11,0.27,0.59,0.48,0.84,0.52,0.95,0.36,0.04,0.05,0.07,0.12,0.17,0.18,0.16,0.42,0.2,0.26,0.01,0,0.18,0.34,0.51,0.68,0.52,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.13,0.01,?,?,?,?,0,?,0.54 +34,13,47500,Montclairtownship,8,0.04,0.41,0.6,0.47,0.14,0.06,0.31,0.41,0.25,0.46,0.06,1,0.67,0.64,0.26,0.65,0.49,0.15,0.44,0.76,0.82,1,0.4,0.25,0.67,0.39,0.57,0.02,0.15,0.14,0.2,0.81,0.32,0.62,0.24,0.72,0.16,0.84,0.4,0.55,0.49,0.47,0.48,0.6,0.63,0.81,0.54,0.71,0.68,0.02,0.33,0.03,0.33,0.42,0.47,0.47,0.26,0.29,0.29,0.27,0.82,0.05,0.3,0.26,0.41,0.6,0.22,0.55,0.09,0.5,0.5,0.03,0.88,0.46,0.28,0.55,0,0.06,0.16,0.69,0.74,0.81,0.65,0.67,0.83,0.68,0.51,0.57,1,0.01,0.01,0.33,0.44,0.64,0.68,0.63,0.01,0.25,0.98,0.32,0.01,0.17,0.23,0.25,0.67,0.69,0.49,0,0,0.34,0.01,0.21,0.37,0.02,0.5,1,0,0.01,0.91,0,0.42,0.15,0.21 +6,?,?,Cerescity,8,0.03,0.66,0.03,0.67,0.31,0.42,0.43,0.52,0.28,0.26,0.04,1,0.32,0.56,0.43,0.25,0.39,0.74,0.36,0.29,0.22,0.24,0.38,0.21,0.18,0.23,0.31,0.04,0.41,0.42,0.57,0.12,0.68,0.41,0.51,0.25,0.65,0.22,0.49,0.28,0.59,0.57,0.67,0.67,0.66,0.65,0.68,0.36,0.39,0.01,0.18,0.02,0.3,0.33,0.37,0.47,0.26,0.25,0.26,0.3,0.61,0.34,0.45,0.47,0.71,0.64,0.77,0.54,0.49,0.44,0.5,0.02,0.8,0.58,0.03,0.19,0.81,0.06,0.26,0.3,0.3,0.27,0.34,0.36,0.38,0.35,0.66,0.68,0.35,0,0,0.37,0.6,0.25,0.44,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.39,0.02,?,?,?,?,0,?,0.25 +41,?,?,Corvalliscity,8,0.06,0.45,0.02,0.84,0.49,0.05,0.89,0.94,0.98,0.27,0,0,0.19,0.63,0.5,0.65,0.31,0.17,0.38,0.3,0.23,0.24,0.13,0.14,0.18,0.2,0.22,0.07,0.55,0.08,0.11,0.8,0.33,0.35,0.27,0.97,0.21,0.63,0.25,0.94,0.38,0.33,0.35,0.67,0.72,0.73,0.6,0.35,0.48,0.01,0.1,0.03,1,0.99,0.95,0.87,0.75,0.62,0.54,0.45,0.81,0.11,0.13,0.11,0.29,0.41,0.26,0.32,0.16,0.6,0,0.03,0.9,0.29,0.2,0.13,0.58,0.15,0.34,0.14,0.13,0.14,0.26,0.26,0.28,0.24,0.77,0.42,0.29,0.01,0.01,0.3,0.33,0.17,0.1,0.27,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.29,0.09,?,?,?,?,0,?,0.09 +55,133,51000,MenomoneeFallsvillage,8,0.03,0.48,0.01,0.99,0.03,0.01,0.31,0.39,0.23,0.36,0.04,1,0.51,0.71,0.31,0.81,0.42,0.09,0.53,0.48,0.41,0.39,0.22,0.52,0.26,0.52,0.45,0.01,0.06,0.23,0.24,0.31,0.15,0.68,0.63,0.34,0.39,0.41,0.22,0.31,0.23,0.23,0.47,0.86,0.87,0.86,0.71,0.75,0.75,0,0.04,0,0.04,0.05,0.08,0.09,0.01,0.01,0.01,0.01,0.95,0.02,0.15,0.17,0.52,0.58,0.23,0.83,0.04,0.24,0.5,0.01,0.94,0.78,0.1,0.3,0.48,0.01,0.08,0.21,0.18,0.15,0.41,0.39,0.42,0.39,0.38,0.36,0.47,0,0,0.07,0.88,0.76,0.62,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.07,0.04,?,?,?,?,0,?,0.04 +34,17,52470,NorthBergentownship,8,0.06,0.39,0.04,0.76,0.29,0.76,0.3,0.46,0.26,0.5,0.08,1,0.36,0.53,0.07,0.45,0.53,0.31,0.36,0.39,0.36,0.36,0.46,0.28,0.3,0.37,0.47,0.04,0.24,0.63,0.62,0.28,0.5,0.51,0.47,0.22,0.53,0.38,0.45,0.46,0.5,0.5,0.53,0.61,0.62,0.59,0.57,0.45,0.43,0.03,0.32,0.13,0.25,0.3,0.35,0.42,0.68,0.72,0.76,0.85,0.01,0.95,0.36,0.31,0.42,0.59,0.37,0.28,0.34,0.8,0,0.12,0.55,0.25,0.14,0.32,0.23,0.12,0.59,0.43,0.43,0.41,0.31,0.41,0.56,0.4,0.35,0.75,0.68,0.01,0,1,0.37,0.65,0.71,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.78,1,?,?,?,?,0,?,0.12 +1,?,?,Mobilecity,8,0.3,0.41,0.76,0.38,0.06,0.02,0.46,0.51,0.35,0.44,0.31,1,0.18,0.46,0.16,0.33,0.53,0.4,0.47,0.21,0.25,0.37,0.17,0.17,0.18,0.25,0.37,0.39,0.59,0.31,0.43,0.34,0.61,0.36,0.27,0.57,0.36,0.45,0.59,0.48,0.65,0.66,0.51,0.36,0.35,0.37,0.31,0.55,0.51,0.29,0.62,0.03,0.56,0.56,0.57,0.55,0.08,0.07,0.07,0.06,0.94,0.04,0.29,0.25,0.42,0.46,0.39,0.5,0.18,0.46,0.5,0.39,0.64,0.49,0.52,0.56,0.5,0.38,0.25,0.08,0.09,0.11,0.1,0.15,0.16,0.17,0.5,0.31,0.4,0.12,0.04,0.06,0.74,0.58,0.8,0.69,0.07,0.16,0.93,0.18,0.06,0.12,0.24,0.16,0.55,0.68,0.5,0,0,0.35,0.07,0.86,1,0.34,0.14,0.09,0.24,0.03,0.64,1,0.51,0.06,0.44 +22,?,?,Houmacity,8,0.03,0.55,0.49,0.56,0.05,0.02,0.44,0.48,0.3,0.38,0.05,1,0.13,0.35,0.19,0.31,0.54,0.63,0.42,0.15,0.16,0.22,0.11,0.06,0.18,0.12,0.3,0.07,0.7,0.66,0.66,0.19,0.55,0.23,0.1,0.49,0.47,0.34,0.54,0.39,0.53,0.56,0.63,0.49,0.44,0.37,0.46,0.19,0.08,0.04,0.46,0,0,0.06,0.11,0.33,0,0,0,0.01,0.77,0.07,0.43,0.41,0.58,0.57,0.58,0.57,0.33,0.47,0.5,0.04,0.72,0.57,0.51,0.78,0.48,0.52,0.37,0.08,0.08,0.09,0.07,0.12,0.14,0.16,0.62,0.43,0.4,0.03,0,0.02,0.93,0.66,0.93,0.92,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.19,0.01,?,?,?,?,0,?,0.6 +12,?,?,Oviedocity,8,0,0.58,0.24,0.76,0.1,0.13,0.35,0.53,0.22,0.12,0.02,1,0.47,0.88,0.12,0.48,0.18,0.06,0.27,0.43,0.31,0.33,0.22,0,0.26,0.35,0.33,0.01,0.2,0.08,0.14,0.56,0.18,0.77,0.38,0.42,0.22,0.58,0.34,0.25,0.4,0.39,0.56,0.78,0.76,0.88,0.8,0.68,0.55,0,0.25,0,0.42,0.41,0.52,0.58,0.12,0.1,0.12,0.12,0.85,0.04,0.18,0.2,0.64,0.62,0.59,0.79,0.13,0.17,0.5,0.02,0.59,0.79,0.07,0.23,1,0.19,0.3,0.23,0.2,0.19,0.39,0.44,0.47,0.47,0.6,0.61,0.28,0,0,0.12,0.28,0.01,0,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.07,0,?,?,?,?,0,?,0.34 +18,?,?,TerreHautecity,8,0.08,0.45,0.18,0.83,0.07,0.02,0.63,0.63,0.59,0.54,0.09,1,0.12,0.34,0.18,0.39,0.67,0.46,0.59,0.16,0.18,0.17,0.16,0.09,0.56,1,0.76,0.09,0.54,0.3,0.48,0.24,0.55,0.24,0.36,0.57,0.48,0.35,0.69,0.62,0.61,0.67,0.39,0.45,0.48,0.44,0.47,0.53,0.53,0.03,0.23,0.01,0.75,0.7,0.66,0.73,0.13,0.11,0.09,0.09,0.93,0.05,0.19,0.15,0.3,0.32,0.3,0.55,0.1,0.71,0,0.14,0.55,0.54,0.34,0.62,0,0.62,0.36,0.02,0.02,0.02,0.1,0.13,0.12,0.11,0.55,0.16,0.39,0.04,0,0.07,0.77,0.49,0.61,0.67,0.01,0.18,0.98,0.22,0.02,0.14,0.25,0.18,0.79,0.97,0.04,0,0,0.03,0.03,0.43,0.09,0.08,0.17,0.07,0.05,0,0.84,0,0.7,0.05,0.13 +25,17,2130,Ashlandtown,8,0,0.42,0.04,0.93,0.13,0.03,0.25,0.42,0.23,0.3,0.02,0.86,0.65,0.82,0.33,0.65,0.3,0.18,0.35,0.63,0.58,0.55,0.69,0.37,0.67,0.25,0.52,0,0.03,0.11,0.16,0.59,0.3,0.78,0.42,0.43,0.23,0.68,0.42,0.43,0.5,0.48,0.44,0.78,0.79,0.92,0.78,0.57,0.61,0,0.12,0.01,0.15,0.25,0.25,0.26,0.07,0.1,0.09,0.09,0.87,0.08,0.14,0.14,0.45,0.49,0.31,0.74,0.04,0.44,0.5,0.01,0.84,0.7,0.11,0.2,0.65,0.04,0.11,0.46,0.42,0.41,0.53,0.61,0.69,0.65,0.26,0.64,0.86,0,0,0.2,0.69,0.6,0.72,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.08,0.18,?,?,?,?,0,?,0.15 +8,?,?,Arvadacity,8,0.13,0.48,0.01,0.92,0.12,0.14,0.43,0.45,0.27,0.22,0.14,1,0.45,0.76,0.37,0.57,0.26,0.13,0.39,0.44,0.36,0.35,0.31,0.24,0.26,0.38,0.43,0.05,0.15,0.1,0.18,0.4,0.3,0.73,0.36,0.35,0.31,0.47,0.51,0.32,0.56,0.56,0.49,0.69,0.72,0.71,0.66,0.66,0.74,0.02,0.13,0.02,0.43,0.37,0.39,0.44,0.1,0.08,0.07,0.08,0.89,0.06,0.19,0.19,0.52,0.55,0.41,0.71,0.07,0.3,0.5,0.09,0.81,0.68,0.6,0.37,0.69,0.09,0.12,0.22,0.19,0.17,0.35,0.34,0.43,0.33,0.47,0.5,0.26,0.01,0,0.1,0.49,0.57,0.61,0.72,0.01,0.1,0.98,0.14,0.07,0.29,0.9,0.1,0.93,0.93,0,0.07,0,0.05,0.03,0.64,0.18,0.06,0.34,0.17,0.05,0.02,0.98,1,0.63,0.09,0.11 +6,?,?,Corcorancity,8,0.01,1,0.33,0.02,0.03,0.96,0.38,0.84,0.5,0.12,0,0,0.16,0.48,0.39,0.18,0.4,1,0.34,0.13,0.1,0.22,0.15,0.15,0.33,0.2,0.21,0.02,0.64,0.64,0.75,0.06,0.86,0,0.15,0.3,0.61,0.21,0.3,1,0.52,0.34,0.88,0.52,0.49,0.35,0.56,0.32,0.19,0.02,0.75,0.01,0.34,0.41,0.36,0.43,0.38,0.4,0.32,0.36,0.23,0.51,0.81,0.83,0.84,0.78,0.88,0.42,0.85,0.58,0,0.01,0.74,0.46,0.13,0.6,0.63,0.94,0.13,0.11,0.1,0.09,0.14,0.21,0.25,0.23,0.48,0.49,0.33,0,0,0.48,0.56,0.37,0.2,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.2,0.02,?,?,?,?,0,?,0.32 +34,39,31980,Hillsidetownship,8,0.02,0.6,0.79,0.28,0.24,0.25,0.41,0.48,0.32,0.39,0.03,1,0.49,0.73,0.04,0.44,0.45,0.29,0.4,0.49,0.39,0.42,0.39,0.15,0.32,0.43,0.48,0.01,0.15,0.4,0.49,0.26,0.39,0.64,0.41,0.36,0.57,0.32,0.32,0.5,0.38,0.37,0.65,0.64,0.59,0.68,0.68,0.72,0.72,0.02,0.44,0.03,0.2,0.3,0.38,0.44,0.29,0.38,0.45,0.47,0.51,0.41,0.42,0.42,0.66,0.69,0.52,0.73,0.18,0.39,0.5,0.01,0.89,0.7,0.09,0.57,0.13,0.12,0.28,0.35,0.34,0.32,0.53,0.52,0.57,0.55,0.42,0.64,0.71,0,0,0.62,0.55,0.77,0.69,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.65,0.47,?,?,?,?,0,?,0.38 +25,21,72495,Walpoletown,8,0.02,0.61,0.03,0.96,0.04,0.03,0.32,0.43,0.27,0.36,0.03,0.99,0.65,0.74,0.2,0.68,0.47,0.16,0.53,0.64,0.51,0.51,0.15,0.1,0.51,0.05,0.25,0,0.05,0.1,0.17,0.51,0.27,0.63,0.36,0.5,0.22,0.59,0.23,0.51,0.22,0.23,0.6,0.86,0.89,0.89,0.86,0.65,0.64,0,0.05,0.01,0.09,0.17,0.21,0.23,0.03,0.05,0.06,0.06,0.9,0.06,0.23,0.25,0.62,0.66,0.3,0.85,0.02,0.28,0.5,0.01,0.89,0.81,0.12,0.43,0.42,0.02,0.06,0.52,0.49,0.49,0.5,0.6,0.68,0.62,0.31,0.6,0.47,0,0,0.15,0.82,0.8,0.76,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.08,0.39,?,?,?,?,0,?,0.12 +6,?,?,SanLeandrocity,8,0.09,0.28,0.11,0.61,0.85,0.28,0.24,0.37,0.22,0.66,0.11,1,0.4,0.44,0.18,0.53,0.62,0.25,0.83,0.43,0.43,0.43,0.47,0.29,0.35,0.41,0.47,0.03,0.12,0.25,0.34,0.26,0.31,0.47,0.33,0.29,0.41,0.36,0.63,0.39,0.6,0.64,0.35,0.58,0.59,0.78,0.51,0.56,0.6,0.02,0.12,0.08,0.28,0.33,0.43,0.47,0.33,0.35,0.41,0.41,0.59,0.26,0.21,0.18,0.31,0.35,0.28,0.51,0.24,0.63,0,0.05,0.88,0.49,0.02,0.23,0.35,0.1,0.14,0.52,0.5,0.49,0.61,0.59,0.66,0.57,0.51,0.63,0.22,0.01,0.01,0.51,0.54,0.61,0.77,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.43,0.52,?,?,?,?,0,?,0.37 +9,5,80490,Watertowntown,8,0.02,0.53,0.01,0.98,0.05,0.02,0.39,0.42,0.29,0.44,0.03,0.86,0.56,0.66,0.33,0.61,0.51,0.16,0.56,0.54,0.43,0.42,0.34,0.12,0.4,0.82,0.57,0,0.07,0.34,0.4,0.31,0.3,0.65,0.68,0.49,0.43,0.46,0.3,0.38,0.3,0.31,0.55,0.8,0.81,0.78,0.76,0.45,0.66,0,0.06,0.01,0.14,0.14,0.13,0.13,0.09,0.08,0.07,0.06,0.77,0.1,0.21,0.22,0.57,0.63,0.31,0.81,0.05,0.33,0.5,0.01,0.88,0.76,0.26,0.54,0.4,0.05,0.3,0.41,0.39,0.38,0.36,0.45,0.51,0.46,0.37,0.49,0.46,0,0,0.26,0.74,0.76,0.68,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.06,0.04,?,?,?,?,0,?,0.08 +49,?,?,PleasantGrovecity,8,0.01,1,0,0.98,0.03,0.04,0.69,0.56,0.31,0.2,0.02,1,0.33,0.7,0.65,0.42,0.41,0.3,0.51,0.28,0.12,0.11,0,0.15,0.24,0.24,0.28,0.01,0.21,0.05,0.22,0.32,0.33,0.54,0.45,0.56,0.5,0.39,0.23,0.33,0.2,0.22,1,0.9,0.91,0.89,0.82,0.36,0.39,0,0.05,0,0.45,0.48,0.44,0.47,0.04,0.04,0.03,0.03,0.94,0.04,1,1,1,1,0.92,0.79,0.33,0.24,0.5,0,0.94,0.77,0.82,0.62,0.67,0.2,0.3,0.13,0.12,0.11,0.22,0.2,0.24,0.23,0.37,0.54,0.25,0,0,0.04,0.82,0.69,0.8,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.16,0.09,?,?,?,?,0,?,0.04 +13,?,?,PeachtreeCitycity,8,0.01,0.65,0.08,0.89,0.2,0.04,0.48,0.36,0.2,0.18,0,0,0.69,0.8,0.28,0.66,0.23,0.03,0.4,0.62,0.48,0.47,0.29,0,0.43,0.74,0.47,0,0.04,0.07,0.07,0.62,0.23,0.6,0.33,0.23,0.12,0.63,0.16,0.19,0.26,0.22,0.62,0.89,0.92,0.92,0.74,0.19,0.31,0,0.08,0.01,0.96,0.91,0.8,0.74,0.31,0.26,0.21,0.17,0.9,0.05,0.17,0.2,0.71,0.71,0.57,0.83,0.04,0.12,0.5,0.02,0.81,0.81,0,0.28,0.94,0.02,0.08,0.27,0.28,0.28,0.51,0.55,0.63,0.62,0.43,0.56,0.35,0,0,0.13,0.22,0.2,0,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.07,0.01,?,?,?,?,0,?,0 +9,3,2060,Avontown,8,0.01,0.41,0.02,0.96,0.09,0.01,0.29,0.27,0.18,0.42,0.01,0.58,0.91,0.71,0.33,0.91,0.38,0.05,0.46,0.96,1,0.98,0.72,0,0.66,0.32,0.31,0,0.02,0.1,0.1,0.86,0.06,0.62,0.26,0.55,0.08,0.87,0.24,0.27,0.22,0.23,0.39,0.96,0.98,0.94,0.87,0.3,0.3,0,0.01,0.01,0.24,0.37,0.4,0.43,0.1,0.13,0.13,0.13,0.89,0.04,0.09,0.11,0.44,0.47,0.2,0.87,0.01,0.31,0.5,0.02,0.77,0.83,0,0.44,0.71,0.03,0.06,0.61,0.68,0.79,0.83,0.78,0.95,0.83,0.52,0.6,0.46,0,0,0.17,0.43,0.57,0.63,0.45,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.05,0.08,?,?,?,?,0,?,0.02 +34,27,34980,Jeffersontownship,8,0.01,0.53,0.01,0.98,0.05,0.04,0.34,0.43,0.24,0.24,0.01,0.44,0.61,0.81,0.13,0.61,0.28,0.12,0.4,0.57,0.5,0.49,0.38,0.54,0.33,0.85,0.71,0,0.05,0.17,0.2,0.4,0.13,0.77,0.32,0.36,0.3,0.48,0.38,0.35,0.32,0.36,0.55,0.86,0.86,0.92,0.59,0.42,0.52,0,0.05,0.01,0.02,0.06,0.11,0.11,0.01,0.02,0.03,0.02,0.88,0.05,0.18,0.2,0.58,0.58,0.37,0.88,0.05,0.38,0.5,0.04,0.54,0.86,0.19,0.98,0.46,0.07,0.58,0.41,0.4,0.38,0.63,0.63,0.78,0.74,0.59,0.68,0.83,0,0,0.13,0.72,0.74,0.68,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.04,0.12,?,?,?,?,0,?,0.03 +2,?,?,Anchoragecity,8,0.35,0.48,0.13,0.71,0.3,0.07,0.41,0.54,0.32,0.08,0.35,0.98,0.53,0.86,0.39,0.89,0.1,0.3,0.32,0.53,0.5,0.53,0.36,0.19,0.31,0.43,0.47,0.14,0.18,0.09,0.14,0.43,0.4,0.75,0.04,0.42,0.22,0.52,0.71,0.45,0.7,0.72,0.54,0.63,0.66,0.65,0.66,0.48,0.53,0.1,0.27,0.09,0.38,0.45,0.53,0.54,0.16,0.16,0.17,0.16,0.84,0.09,0.27,0.24,0.5,0.55,0.47,0.43,0.22,0.52,0.5,0.61,0.49,0.42,0.45,0.54,0.77,0.2,0.32,0.24,0.25,0.26,0.47,0.49,0.62,0.46,0.4,0.54,0.18,0.18,0.08,0.17,0.2,0.3,0.46,0.28,0.05,0.08,0.94,0.11,0.05,0.08,0.26,0.08,0.77,0.83,0.11,0.05,0.49,0.15,0.06,0.71,0,1,0.01,0.14,0.32,0.09,0.88,1,0.62,0.16,0.36 +25,13,77850,WestSpringfieldtown,8,0.03,0.31,0.03,0.94,0.07,0.05,0.31,0.44,0.27,0.5,0.04,1,0.34,0.53,0.17,0.5,0.52,0.32,0.66,0.38,0.37,0.36,0.36,0.21,0.31,0.29,0.35,0.02,0.21,0.22,0.36,0.3,0.3,0.54,0.43,0.4,0.39,0.39,0.58,0.47,0.5,0.56,0.39,0.57,0.62,0.58,0.62,0.45,0.52,0.01,0.19,0.01,0.3,0.29,0.38,0.35,0.11,0.1,0.12,0.1,0.84,0.08,0.13,0.11,0.32,0.46,0.18,0.56,0.07,0.58,0,0.03,0.81,0.49,0.11,0.38,0.33,0.13,0.09,0.32,0.31,0.31,0.4,0.41,0.44,0.37,0.42,0.41,0.42,0,0,0.16,0.79,0.65,0.88,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.14,0.11,?,?,?,?,0,?,0.25 +34,27,48300,Morristowntown,8,0.01,0.31,0.45,0.55,0.15,0.25,0.2,0.51,0.27,0.46,0.03,1,0.51,0.66,0.22,0.62,0.45,0.2,0.34,0.53,0.58,0.67,0.35,0.31,0.66,0.33,0.39,0.01,0.18,0.3,0.36,0.52,0.29,0.63,0.32,0.51,0.23,0.56,0.59,0.75,0.61,0.63,0.41,0.41,0.41,0.64,0.48,0.57,0.6,0.01,0.49,0.02,0.63,0.8,0.74,0.74,0.87,0.97,0.8,0.74,0.62,0.41,0.41,0.28,0.28,0.43,0.25,0.25,0.24,0.7,0,0.02,0.82,0.21,0.22,0.38,0.25,0.13,0,0.55,0.54,0.51,0.52,0.57,0.7,0.55,0.35,0.53,0.58,0.04,0,0.58,0.48,0.46,0.52,0.5,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.46,0.33,?,?,?,?,0,?,0.33 +27,131,46924,Northfieldcity,8,0.01,0.92,0.01,0.95,0.13,0.02,1,1,1,0.25,0,0,0.31,0.58,0.68,0.63,0.47,0.15,0.31,0.38,0.2,0.19,0.27,0.05,0.13,0.15,0.19,0.01,0.28,0.26,0.25,0.58,0.13,0.57,0.24,1,0.33,0.48,0.14,0.99,0.18,0.17,0.48,0.71,0.76,0.81,0.65,0.78,0.87,0.01,0.25,0,0.52,0.56,0.56,0.68,0.1,0.1,0.09,0.1,0.92,0.03,0.16,0.14,0.39,0.53,0.18,0.64,0.08,0.53,0.5,0.01,0.85,0.56,0.04,0.12,0.67,0.13,0.08,0.18,0.17,0.15,0.25,0.3,0.34,0.27,0.62,0.47,0.18,0,0,0.08,0.59,0.25,0.1,0.3,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.21,0.04,?,?,?,?,0,?,0.04 +48,?,?,Templecity,8,0.06,0.38,0.33,0.59,0.05,0.25,0.36,0.45,0.28,0.52,0.07,1,0.19,0.45,0.51,0.37,0.54,0.39,0.48,0.24,0.27,0.32,0.18,0.19,0.37,0.21,0.24,0.08,0.51,0.38,0.45,0.32,0.42,0.4,0.36,0.68,0.48,0.43,0.71,0.29,0.64,0.7,0.44,0.52,0.51,0.55,0.46,0.54,0.52,0.03,0.31,0.01,0.23,0.22,0.32,0.43,0.04,0.04,0.05,0.06,0.79,0.09,0.23,0.2,0.37,0.41,0.38,0.42,0.22,0.61,0,0.14,0.48,0.42,0.12,0.4,0.65,0.73,0.18,0.07,0.09,0.1,0.17,0.2,0.21,0.2,0.42,0.32,0.43,0.03,0,0.08,0.75,0.43,0.64,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.09,0.01,?,?,?,?,0,?,0.48 +48,?,?,SanJuancity,8,0,1,0,0.67,0,1,0.71,0.63,0.44,0.33,0.02,1,0.04,0.48,0.83,0.08,0.49,0.99,0.11,0.02,0.03,0.03,0.23,0,0,0.13,0.2,0.04,1,1,1,0.1,0.93,0.17,0.21,0.53,0.54,0.23,0.12,0.47,0.37,0.28,1,0.62,0.56,0.66,0.53,0.33,0.17,0.01,0.17,0.02,0.27,0.37,0.39,0.46,0.49,0.59,0.58,0.62,0,1,1,1,1,1,1,0.66,1,0.58,0,0.02,0.5,0.67,0.71,0.28,0.71,1,1,0.03,0.02,0.03,0.01,0.07,0.07,0.03,0.55,0.63,0.42,0,0,0.78,0.65,0.7,0.84,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.25,0.08,?,?,?,?,0,?,0.13 +18,?,?,Greenwoodcity,8,0.03,0.35,0,0.98,0.06,0.01,0.37,0.51,0.31,0.35,0.04,1,0.35,0.67,0.3,0.46,0.4,0.1,0.39,0.38,0.38,0.37,0,0.15,0.35,0.43,0.35,0.01,0.15,0.19,0.28,0.29,0.1,0.71,0.37,0.31,0.27,0.41,0.57,0.26,0.59,0.61,0.4,0.69,0.72,0.74,0.66,0.58,0.66,0,0.07,0,0.71,0.68,0.68,0.61,0.12,0.1,0.09,0.08,0.95,0.04,0.11,0.1,0.37,0.51,0.2,0.57,0.05,0.55,0,0.04,0.72,0.49,0.03,0.24,0.73,0.21,0.18,0.15,0.14,0.15,0.33,0.31,0.35,0.31,0.37,0.29,0.19,0,0,0.07,0.72,0.43,0.35,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.2,0.03,?,?,?,?,0,?,0.01 +48,?,?,Lamesacity,8,0,0.53,0.11,0.5,0.01,0.85,0.47,0.44,0.24,0.54,0,0,0.1,0.28,1,0.33,0.67,0.54,0.2,0.1,0.13,0.21,0.07,0.43,0,0.12,0.14,0.03,0.88,0.98,0.87,0.11,0.79,0.2,0.07,0.36,0.51,0.22,0.36,0.25,0.36,0.37,0.65,0.72,0.65,0.74,0.6,0.02,0,0.01,0.2,0,0.06,0.15,0.12,0.28,0.01,0.03,0.02,0.05,0.25,0.43,0.55,0.51,0.57,0.5,0.71,0.7,0.5,0.49,0.5,0.03,0.51,0.74,0.25,0.74,0.4,1,1,0.01,0.02,0.04,0.08,0.11,0.11,0.14,0.7,0.27,0.47,0,0,0.09,0.93,0.74,0.82,0.92,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.19,0,?,?,?,?,0,?,0.29 +39,?,?,Salemcity,8,0,0.33,0.01,0.99,0.02,0.01,0.35,0.4,0.24,0.61,0,0,0.2,0.3,0.19,0.49,0.67,0.36,0.63,0.23,0.22,0.2,0.24,0.52,1,0.2,0.45,0.01,0.36,0.24,0.45,0.13,0.3,0.36,0.81,0.3,0.8,0.2,0.55,0.25,0.51,0.55,0.41,0.65,0.66,0.71,0.6,0.25,0.29,0,0.06,0,0.31,0.23,0.19,0.16,0.03,0.02,0.01,0.01,0.95,0.01,0.17,0.15,0.36,0.4,0.3,0.6,0.04,0.45,0.5,0.01,0.79,0.57,0.24,0.62,0.15,0.39,0.27,0.05,0.05,0.05,0.13,0.14,0.13,0.17,0.38,0.29,0.31,0,0,0.03,0.83,0.6,0.82,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.22,0.01,?,?,?,?,0,?,0.02 +25,21,25065,Franklintown,8,0.02,0.61,0.01,0.98,0.06,0.01,0.5,0.54,0.39,0.23,0.03,0.78,0.64,0.74,0.09,0.61,0.32,0.18,0.42,0.6,0.45,0.43,0.44,0.46,0.37,0.26,0.81,0,0.05,0.12,0.19,0.49,0.3,0.65,0.4,0.45,0.28,0.56,0.22,0.47,0.24,0.24,0.59,0.85,0.87,0.94,0.77,0.45,0.52,0,0.05,0,0.32,0.3,0.39,0.36,0.08,0.06,0.08,0.06,0.93,0.04,0.23,0.24,0.6,0.68,0.32,0.78,0.04,0.34,0.5,0.01,0.88,0.72,0.08,0.37,0.56,0.01,0.12,0.46,0.42,0.39,0.38,0.46,0.59,0.46,0.4,0.61,0.56,0,0,0.1,0.75,0.59,0.55,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.07,0.29,?,?,?,?,0,?,0.03 +12,?,?,Eustiscity,8,0,0.3,0.39,0.68,0.03,0.03,0.26,0.29,0.18,0.98,0,0,0.16,0.09,0.3,0.48,0.96,0.29,0.82,0.17,0.23,0.27,0.16,0.25,0.2,0.11,0.21,0.02,0.39,0.35,0.52,0.24,0.47,0.15,0.14,0.52,0.34,0.36,0.48,0.16,0.51,0.52,0.27,0.41,0.41,0.44,0.54,0.59,0.64,0.01,0.3,0,0.16,0.15,0.13,0.16,0.04,0.04,0.03,0.03,0.94,0.01,0.19,0.17,0.3,0.27,0.37,0.57,0.15,0.7,0,0.04,0.41,0.59,0.09,0.3,0.71,0.51,0.06,0.11,0.11,0.13,0.14,0.22,0.24,0.22,0.63,0.54,0.29,0,0,0.11,0.3,0.36,0.48,0.43,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0,?,?,?,?,0,?,0.21 +42,69,69000,Scrantoncity,8,0.12,0.36,0.03,0.96,0.05,0.01,0.43,0.45,0.35,0.74,0.13,1,0.16,0.25,0.05,0.48,0.8,0.47,0.63,0.21,0.2,0.19,0.13,0.13,0.25,0.2,0.17,0.11,0.4,0.38,0.51,0.2,0.41,0.28,0.45,0.49,0.59,0.3,0.42,0.54,0.38,0.42,0.46,0.54,0.57,0.57,0.57,0.38,0.38,0.03,0.18,0.01,0.25,0.27,0.33,0.34,0.05,0.04,0.05,0.04,0.9,0.04,0.26,0.22,0.33,0.43,0.26,0.47,0.05,0.48,0.5,0.14,0.69,0.43,0.2,0.6,0,0.16,0.25,0.09,0.09,0.1,0.12,0.16,0.18,0.16,0.48,0.29,0.58,0.02,0,0.07,0.91,0.78,0.87,0.82,0.02,0.16,0.97,0.22,0.03,0.14,0.28,0.16,0.95,0.99,0.02,0,0,0.01,0.03,0.43,0.31,0.07,0.27,0.17,0.04,0.01,0.98,0,0.59,0.07,0.12 +6,?,?,Oxnardcity,8,0.21,0.94,0.1,0.37,0.53,1,0.52,0.62,0.42,0.23,0.22,1,0.42,0.72,0.29,0.35,0.32,0.53,0.55,0.37,0.24,0.29,0.33,0.19,0.29,0.23,0.28,0.16,0.32,0.82,0.68,0.19,0.42,0.6,0.37,0.21,0.52,0.24,0.43,0.54,0.52,0.49,1,0.62,0.53,0.69,0.62,0.53,0.51,0.12,0.4,0.3,0.41,0.46,0.5,0.53,0.91,0.88,0.87,0.85,0.09,1,1,1,1,0.91,1,0.38,1,0.6,0,0.1,0.83,0.43,0.02,0.1,0.63,0.16,0.36,0.57,0.54,0.52,0.62,0.62,0.72,0.61,0.62,0.69,0.14,0.18,0.07,0.94,0.41,0.47,0.69,0.67,0.02,0.08,0.97,0.1,0.08,0.22,0.81,0.08,0.61,0.59,0.12,0.42,0.51,0.41,0.02,0.57,0.52,0.07,0.49,0.06,0.06,0.04,0.87,1,0.43,0.13,0.41 +34,3,5170,Bergenfieldborough,8,0.02,0.51,0.08,0.76,0.56,0.17,0.3,0.4,0.24,0.51,0.04,1,0.56,0.65,0.12,0.65,0.6,0.16,0.6,0.55,0.47,0.46,0.42,0.22,0.39,0.44,0.49,0.01,0.07,0.24,0.29,0.38,0.29,0.61,0.4,0.37,0.26,0.46,0.22,0.42,0.27,0.26,0.55,0.8,0.81,0.88,0.84,0.48,0.58,0,0.07,0.03,0.25,0.33,0.4,0.46,0.37,0.42,0.46,0.48,0.59,0.22,0.3,0.3,0.55,0.63,0.37,0.71,0.15,0.42,0.5,0.01,0.93,0.66,0,0.36,0.21,0.04,0.25,0.52,0.47,0.42,0.64,0.64,0.72,0.62,0.68,0.67,0.67,0.01,0,0.61,0.4,0.84,0.8,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.71,0.65,?,?,?,?,0,?,0.06 +6,?,?,Perriscity,8,0.02,0.72,0.25,0.55,0.2,0.67,0.38,0.59,0.32,0.29,0,0,0.28,0.54,0.21,0.18,0.4,0.69,0.43,0.25,0.16,0.16,0.22,0.14,0.27,0.25,0.24,0.03,0.41,0.52,0.63,0.1,0.65,0.35,0.49,0.22,0.66,0.22,0.42,0.33,0.53,0.5,0.76,0.64,0.58,0.67,0.54,0.31,0.13,0.02,0.32,0.03,0.33,0.41,0.49,0.56,0.43,0.46,0.5,0.53,0.43,0.6,0.69,0.71,0.77,0.74,0.79,0.63,0.67,0.56,0,0.05,0.43,0.65,0.17,0.41,0.96,0.39,0.36,0.27,0.26,0.23,0.28,0.32,0.46,0.31,1,0.94,0.29,0,0,0.55,0.49,0.12,0.08,0.65,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.06,0.03,?,?,?,?,0,?,0.57 +37,?,?,Albemarlecity,8,0.01,0.34,0.34,0.71,0.07,0.01,0.34,0.39,0.26,0.67,0,0,0.18,0.4,0.32,0.33,0.64,0.37,0.47,0.21,0.23,0.25,0.17,0,0.35,0.09,0.23,0.02,0.37,0.6,0.7,0.18,0.42,0.41,1,0.21,1,0.26,0.52,0.27,0.48,0.52,0.35,0.52,0.53,0.45,0.7,0.88,0.8,0.01,0.39,0,0.3,0.22,0.37,0.47,0.03,0.02,0.03,0.04,0.95,0.06,0.13,0.13,0.33,0.31,0.38,0.59,0.1,0.57,0,0.02,0.7,0.6,0.13,0.55,0.38,0.49,0.2,0.06,0.07,0.08,0.11,0.14,0.14,0.17,0.38,0.39,0.44,0,0,0.04,0.86,0.67,0.75,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.08,0,?,?,?,?,0,?,0.37 +47,?,?,Memphiscity,8,0.96,0.44,1,0.14,0.05,0.01,0.45,0.53,0.36,0.39,0.97,1,0.18,0.51,0.22,0.25,0.46,0.57,0.39,0.2,0.22,0.41,0.18,0.19,0.27,0.22,0.33,1,0.61,0.37,0.51,0.27,0.58,0.42,0.26,0.45,0.47,0.36,0.73,0.58,0.76,0.78,0.55,0.18,0.15,0.23,0.16,0.65,0.62,1,0.94,0.06,0.5,0.5,0.56,0.57,0.05,0.04,0.04,0.04,0.95,0.04,0.39,0.34,0.45,0.48,0.43,0.45,0.25,0.57,0,1,0.7,0.45,0.96,0.42,0.46,0.34,0.3,0.09,0.09,0.1,0.13,0.2,0.23,0.22,0.53,0.39,0.46,0.18,0.29,0.04,0.65,0.58,0.83,0.71,0.3,0.21,0.81,0.15,0.32,0.19,0.3,0.21,0.48,0.49,0.81,0,0,0.56,0.44,0.79,0.48,0.75,0.2,0.26,0.64,0.24,0.01,0.5,0.89,0.15,0.67 +18,?,?,Lawrencecity,8,0.03,0.37,0.21,0.8,0.1,0.03,0.34,0.55,0.28,0.27,0.04,1,0.3,0.74,0.27,0.41,0.31,0.16,0.45,0.29,0.3,0.31,0.28,0.27,0.26,0.22,0.33,0.02,0.19,0.17,0.35,0.27,0.27,0.72,0.38,0.27,0.39,0.35,0.68,0.3,0.67,0.7,0.4,0.58,0.62,0.63,0.55,0.79,0.79,0.01,0.27,0,0.24,0.19,0.31,0.28,0.05,0.03,0.05,0.04,0.94,0.06,0.13,0.12,0.38,0.4,0.38,0.56,0.1,0.58,0,0.05,0.65,0.55,1,0.44,0.65,0.27,0.05,0.11,0.11,0.13,0.32,0.3,0.31,0.29,0.28,0.34,0.26,0,0,0.08,0.64,0.36,0.59,0.54,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.11,0.02,?,?,?,?,0,?,0.11 +34,3,62940,RidgefieldParkvillage,8,0,0.36,0.04,0.87,0.26,0.18,0.26,0.48,0.28,0.45,0.02,1,0.51,0.65,0.22,0.61,0.48,0.22,0.4,0.53,0.49,0.48,0.31,0,0.37,0.6,0.83,0.01,0.12,0.29,0.36,0.33,0.25,0.64,0.36,0.29,0.31,0.49,0.29,0.51,0.32,0.32,0.5,0.75,0.75,0.88,0.85,0.48,0.48,0,0.17,0.01,0.28,0.3,0.35,0.35,0.28,0.27,0.28,0.26,0.69,0.17,0.3,0.26,0.41,0.59,0.24,0.52,0.13,0.6,0,0.01,0.9,0.44,0.14,0.66,0,0.05,0.1,0.48,0.44,0.39,0.62,0.63,0.69,0.62,0.53,0.65,0.49,0,0,0.42,0.56,0.78,0.79,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.6,0.72,?,?,?,?,0,?,0.03 +34,1,29430,Hammontontown,8,0,0.5,0.02,0.93,0.04,0.16,0.38,0.44,0.32,0.61,0,0,0.38,0.53,0.48,0.53,0.64,0.19,0.57,0.4,0.36,0.35,0.22,0.77,1,0.22,0.28,0.01,0.15,0.65,0.6,0.22,0.26,0.47,0.28,0.29,0.42,0.31,0.37,0.4,0.32,0.35,0.51,0.68,0.68,0.8,0.6,0.6,0.56,0.01,0.2,0,0.06,0.09,0.13,0.11,0.03,0.03,0.04,0.03,0.71,0.2,0.21,0.21,0.51,0.52,0.45,0.68,0.12,0.44,0.5,0.01,0.85,0.67,0.35,0.69,0.42,0.12,0.1,0.24,0.24,0.26,0.38,0.37,0.41,0.39,0.52,0.53,0.68,0,0,0.17,0.68,0.84,0.83,0.88,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.02,0.11,?,?,?,?,0,?,0.1 +55,131,28875,Germantownvillage,8,0.01,0.5,0.01,0.99,0.03,0.01,0.39,0.49,0.27,0.21,0.02,1,0.52,0.83,0.74,0.71,0.3,0.06,0.33,0.48,0.39,0.38,0,0.28,0.34,0.18,0.22,0,0.05,0.14,0.2,0.34,0.1,0.81,0.67,0.23,0.47,0.42,0.29,0.32,0.34,0.32,0.51,0.86,0.88,0.91,0.82,0.78,0.78,0,0.04,0,0,0.03,0.18,0.15,0,0,0.02,0.02,0.96,0.04,0.16,0.18,0.55,0.61,0.34,0.77,0.04,0.38,0.5,0.01,0.89,0.72,0,0.36,0.75,0.01,0.09,0.23,0.21,0.2,0.52,0.44,0.44,0.44,0.16,0.53,0.49,0,0,0.06,0.9,0.53,0.4,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.03,0.04,?,?,?,?,0,?,0.03 +22,?,?,Monroecity,8,0.07,0.55,1,0.13,0.05,0.01,0.65,0.62,0.52,0.42,0.09,1,0.08,0.34,0.18,0.26,0.54,0.79,0.36,0.1,0.17,0.4,0.11,0.04,0.23,0.14,1,0.17,1,0.49,0.55,0.38,0.83,0.21,0.19,0.75,0.32,0.48,0.54,0.7,0.62,0.62,0.67,0.1,0.05,0,0.03,0.42,0.42,0.18,1,0,0.57,0.73,0.81,0.73,0.05,0.06,0.06,0.05,0.93,0.03,0.58,0.48,0.5,0.46,0.55,0.37,0.39,0.53,0.5,0.13,0.52,0.4,0.6,0.64,0.5,0.61,0.4,0.05,0.07,0.11,0,0.1,0.14,0.13,0.73,0.52,0.4,0.01,0,0.04,0.83,0.54,0.73,0.77,0.01,0.2,0.98,0.2,0.02,0.14,0.21,0.2,0.24,0.66,0.55,0,0,0.38,0.02,0.64,0.41,0.07,0.17,0.21,0.06,0,0.44,0.5,0.49,0.07,0.81 +24,?,?,Frederickcity,8,0.05,0.39,0.25,0.76,0.12,0.04,0.35,0.57,0.36,0.36,0.06,1,0.38,0.68,0.12,0.47,0.34,0.24,0.44,0.39,0.35,0.37,0.27,0.16,0.3,0.26,0.44,0.03,0.2,0.29,0.37,0.38,0.14,0.7,0.23,0.44,0.28,0.42,0.63,0.43,0.6,0.64,0.42,0.55,0.57,0.69,0.54,0.66,0.67,0.03,0.39,0.01,0.82,0.7,0.67,0.65,0.19,0.14,0.12,0.11,0.92,0.06,0.18,0.15,0.37,0.41,0.39,0.31,0.1,0.51,0.5,0.05,0.79,0.32,0.1,0.25,0.69,0.31,0.25,0.26,0.26,0.26,0.45,0.48,0.51,0.48,0.44,0.51,0.4,0.03,0.02,0.09,0.52,0.32,0.44,0.36,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.18,0.13,?,?,?,?,0,?,0.51 +53,?,?,MountVernoncity,8,0.01,0.39,0.01,0.85,0.08,0.2,0.42,0.49,0.32,0.43,0,0,0.25,0.48,0.1,0.45,0.48,0.45,0.44,0.29,0.29,0.29,0.29,0.19,0.21,0.23,0.27,0.02,0.34,0.22,0.3,0.27,0.36,0.47,0.34,0.37,0.38,0.35,0.65,0.38,0.72,0.72,0.47,0.54,0.59,0.47,0.71,0.64,0.56,0.01,0.22,0.01,0.25,0.32,0.36,0.46,0.12,0.14,0.14,0.16,0.83,0.16,0.26,0.22,0.4,0.46,0.35,0.5,0.22,0.55,0,0.01,0.87,0.47,0.16,0.27,0.69,0.39,0.26,0.16,0.16,0.15,0.28,0.29,0.31,0.29,0.52,0.28,0.19,0.03,0,0.2,0.56,0.38,0.52,0.56,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.17,0.02,?,?,?,?,0,?,0.09 +34,35,31890,Hillsboroughtownship,8,0.03,0.55,0.06,0.87,0.28,0.05,0.31,0.41,0.2,0.15,0.03,0.6,0.78,0.93,0.44,0.76,0.17,0.03,0.26,0.72,0.6,0.58,0.57,0,0.44,0.61,0.71,0,0.02,0.1,0.12,0.71,0.17,0.84,0.45,0.46,0.17,0.75,0.26,0.32,0.3,0.29,0.56,0.91,0.93,0.95,0.75,0.39,0.58,0,0.07,0.02,0.18,0.31,0.41,0.45,0.11,0.16,0.19,0.19,0.83,0.06,0.18,0.2,0.59,0.62,0.4,0.82,0.05,0.37,0.5,0.02,0.9,0.79,0.16,0.34,0.79,0.02,0.07,0.46,0.52,0.52,0.8,0.7,0.86,0.78,0.39,0.73,0.63,0,0,0.24,0.55,0.46,0.4,0.56,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.16,0.04,0.17,?,?,?,?,0,?,0.01 +6,?,?,Hillsboroughtown,8,0,0.59,0.01,0.69,1,0.07,0.41,0.28,0.23,0.57,0.02,1,1,0.42,0.68,0.96,0.48,0.09,0.49,1,1,1,0.43,0.24,1,0.07,1,0,0.1,0.04,0.03,0.94,0.09,0.38,0.19,0.58,0.01,1,0.08,0.26,0.09,0.08,0.47,0.96,0.96,1,0.91,0.08,0,0,0.05,0.01,0.29,0.32,0.35,0.33,0.42,0.4,0.4,0.35,0.56,0.2,0.29,0.34,0.65,0.61,0.72,0.99,0.03,0,1,0.01,0.85,1,0.09,0.52,0.46,0,0.32,1,1,1,1,1,1,1,0,0.96,0.19,0,0,0.61,0.46,0.75,0.72,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.14,0.22,?,?,?,?,0,?,0.03 +6,?,?,Orangecity,8,0.16,0.62,0.03,0.74,0.48,0.42,0.44,0.57,0.4,0.25,0.18,1,0.58,0.72,0.19,0.53,0.31,0.26,0.39,0.56,0.48,0.49,0.38,0.24,0.41,0.3,0.34,0.08,0.2,0.28,0.3,0.41,0.25,0.68,0.4,0.34,0.32,0.5,0.45,0.56,0.59,0.54,0.58,0.67,0.62,0.77,0.64,0.53,0.54,0.04,0.2,0.15,0.6,0.63,0.66,0.69,0.84,0.78,0.75,0.72,0.53,0.59,0.5,0.48,0.63,0.57,0.7,0.49,0.44,0.49,0.5,0.06,0.9,0.53,0.1,0.15,0.6,0.11,0.21,0.67,0.67,0.69,0.75,0.71,0.85,0.71,0.62,0.63,0.15,0.09,0.03,0.6,0.44,0.39,0.68,0.67,0.02,0.11,0.97,0.14,0.01,0.05,0.13,0.11,0.83,0.85,0.03,0.19,0.12,0.15,0.03,0.57,0.38,0.07,0.4,0.14,0.07,0.05,0.85,0.5,0.61,0.19,0.2 +13,?,?,Waycrosscity,8,0.01,0.36,0.95,0.24,0.03,0.01,0.44,0.42,0.27,0.63,0,0,0.08,0.14,0.28,0.23,0.81,0.94,0.44,0.1,0.13,0.22,0.16,0.13,0.29,0,0.29,0.04,0.74,0.7,0.78,0.16,0.53,0.17,0.41,0.41,0.66,0.29,0.71,0.39,0.73,0.76,0.49,0.19,0.18,0,0.3,0.45,0.46,0.03,0.59,0,0,0.21,0.4,0.68,0,0.01,0.02,0.02,0.97,0,0.34,0.28,0.38,0.32,0.47,0.46,0.21,0.49,0.5,0.05,0.45,0.5,0.19,0.81,0.44,0.91,0.43,0.03,0.03,0.05,0.02,0.08,0.09,0.11,0.65,0.41,0.56,0,0,0.02,0.86,0.61,0.77,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.12,0.01,?,?,?,?,0,?,0.3 +39,85,49056,Mentorcity,8,0.06,0.53,0.01,0.98,0.05,0.01,0.4,0.4,0.24,0.29,0.07,1,0.5,0.7,0.1,0.65,0.39,0.13,0.54,0.48,0.4,0.38,0.62,0.24,0.42,0.33,0.36,0.01,0.06,0.11,0.22,0.35,0.2,0.66,0.67,0.3,0.34,0.48,0.31,0.28,0.33,0.33,0.55,0.85,0.86,0.91,0.71,0.48,0.57,0,0.03,0.01,0.14,0.14,0.13,0.11,0.03,0.02,0.02,0.02,0.93,0.03,0.18,0.2,0.58,0.58,0.42,0.88,0.03,0.19,0.5,0.02,0.93,0.86,0.14,0.27,0.63,0.05,0.11,0.19,0.19,0.2,0.46,0.42,0.44,0.45,0.38,0.35,0.31,0,0,0.08,0.78,0.63,0.7,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.15,0.02,?,?,?,?,0,?,0.03 +34,17,79610,WestNewYorktown,8,0.05,0.43,0.08,0.65,0.12,1,0.37,0.52,0.33,0.44,0.06,1,0.24,0.49,0.13,0.24,0.46,0.56,0.27,0.23,0.24,0.23,0.31,0.17,0.4,0.31,0.37,0.06,0.43,1,0.9,0.18,0.57,0.48,0.75,0.1,0.91,0.19,0.53,0.56,0.68,0.64,0.53,0.43,0.41,0.53,0.26,0.36,0.32,0.04,0.49,0.15,0.3,0.35,0.4,0.5,1,1,1,1,0,1,0.38,0.34,0.48,0.49,0.53,0,0.69,0.92,0,0.07,0.65,0.01,0.3,0.4,0.15,0.44,0.72,0.4,0.41,0.39,0.26,0.33,0.48,0.31,0.44,0.77,0.68,0,0,1,0.16,0.63,0.71,0.52,0.01,0.26,0.98,0.32,0.01,0.16,0.2,0.26,0.82,0.76,0,0.4,0,0.26,0.02,0.5,0.48,0,1,1,0,0.01,0.77,0,0.51,0.18,0.23 +6,?,?,MillValleycity,8,0,0.2,0.03,0.91,0.23,0.05,0.15,0.19,0.09,0.42,0.02,1,0.73,0.48,0.31,0.85,0.37,0.12,0.49,0.83,1,1,0.72,0.48,0.41,0.11,0.96,0,0.07,0.04,0.03,0.98,0.11,0.65,0.11,0.73,0.04,0.99,0.75,0.43,0.9,0.88,0.24,0.6,0.7,0.83,0.42,0.61,0.57,0,0.21,0.01,0.18,0.18,0.24,0.27,0.14,0.12,0.15,0.15,0.86,0.03,0.09,0.06,0.21,0.27,0.13,0.63,0.05,0.51,0.5,0.01,0.91,0.58,0,0.27,0.35,0.01,0,1,1,1,0.78,0.87,1,0.85,0.83,0.82,0.29,0,0,0.33,0.45,0.57,0.56,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.23,0.73,?,?,?,?,0,?,0.12 +48,?,?,LiveOakcity,8,0,0.55,0.13,0.78,0.15,0.36,0.48,0.53,0.3,0.1,0.02,1,0.4,0.87,0.37,0.52,0.14,0.07,0.81,0.36,0.28,0.28,0.33,0.33,0.25,0.25,0.31,0,0.14,0.12,0.11,0.33,0.24,0.74,0.11,0.39,0.2,0.48,0.48,0.26,0.54,0.53,0.55,0.76,0.77,0.78,0.75,0.7,0.72,0,0.06,0,0.27,0.22,0.26,0.34,0.11,0.08,0.08,0.1,0.73,0.08,0.18,0.2,0.61,0.62,0.57,0.59,0.14,0.19,0.5,0.01,0.83,0.59,0,0.6,0.79,0.07,0,0.13,0.11,0.09,0.33,0.34,0.36,0.36,0.21,0.41,0.94,0,0,0.17,0.45,0.52,0.59,0.57,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.18,0.02,?,?,?,?,0,?,0.11 +35,?,?,Portalescity,8,0,0.52,0.04,0.59,0.05,0.62,0.84,0.78,0.75,0.43,0,0,0.08,0.42,0.78,0.35,0.61,0.75,0.41,0.08,0.11,0.14,0.13,0.17,0.13,0.15,0.17,0.03,0.94,0.64,0.67,0.33,0.65,0.28,0.11,0.84,0.36,0.39,0.43,0.67,0.53,0.51,0.49,0.44,0.44,0.68,0.06,0.17,0.26,0,0.18,0,0.44,0.61,0.75,0.74,0.2,0.24,0.28,0.25,0.54,0.25,0.35,0.29,0.4,0.42,0.39,0.48,0.29,0.6,0,0.02,0.55,0.48,0.15,0.61,0.46,1,0.39,0.04,0.04,0.06,0.11,0.12,0.11,0.09,0.62,0.32,0.39,0,0,0.19,0.47,0.37,0.38,0.49,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.18,0,?,?,?,?,0,?,0.12 +42,17,25112,Fallstownship,8,0.04,0.51,0.07,0.92,0.09,0.03,0.38,0.47,0.27,0.35,0.06,1,0.47,0.72,0.14,0.52,0.44,0.19,0.62,0.45,0.35,0.34,0.4,0.43,0.34,0.27,0.49,0.01,0.1,0.15,0.29,0.22,0.25,0.66,0.48,0.35,0.44,0.31,0.39,0.37,0.41,0.41,0.54,0.74,0.75,0.84,0.68,0.57,0.63,0.01,0.13,0.01,0.24,0.31,0.32,0.33,0.06,0.07,0.06,0.06,0.92,0.04,0.24,0.25,0.56,0.62,0.32,0.79,0.08,0.4,0.5,0.04,0.78,0.74,0.13,0.47,0.42,0.04,0.1,0.28,0.25,0.23,0.59,0.55,0.55,0.54,0.41,0.52,0.44,0,0,0.1,0.62,0.7,0.75,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.13,0.16,?,?,?,?,0,?,0.06 +51,683,48952,Manassascity,8,0.03,0.59,0.2,0.75,0.19,0.1,0.38,0.62,0.35,0.11,0.04,1,0.58,0.91,0.16,0.47,0.1,0.14,0.3,0.55,0.46,0.48,0.34,0.55,0.32,0.36,0.5,0.01,0.09,0.21,0.26,0.41,0.15,0.84,0.12,0.28,0.28,0.52,0.5,0.42,0.48,0.5,0.59,0.76,0.76,0.79,0.66,0.61,0.68,0.01,0.23,0.01,0.3,0.5,0.6,0.71,0.16,0.23,0.25,0.28,0.83,0.17,0.32,0.31,0.62,0.62,0.59,0.59,0.14,0.33,0.5,0.04,0.71,0.6,0.11,0.25,0.88,0.25,0.29,0.36,0.37,0.36,0.64,0.58,0.62,0.62,0.44,0.71,0.5,0,0,0.22,0.33,0.16,0.06,0.27,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.23,0.06,?,?,?,?,0,?,0.12 +6,?,?,PalosVerdesEstatescity,8,0.01,0.48,0.02,0.77,0.84,0.05,0.37,0.26,0.2,0.5,0.02,1,1,0.59,0.56,0.94,0.41,0.07,0.58,1,1,1,1,1,1,0.73,0.72,0,0.04,0.06,0.04,1,0.17,0.47,0.32,0.64,0.01,1,0.11,0.24,0.19,0.15,0.37,0.95,0.96,0.98,0.93,0.06,0.01,0,0,0.01,0.45,0.37,0.47,0.47,0.53,0.38,0.44,0.4,0.67,0.19,0.16,0.19,0.53,0.52,0.4,0.94,0.04,0.12,1,0.01,0.88,0.93,0.12,0.23,0.44,0,0.13,1,1,1,1,1,1,1,0.09,0.63,0.07,0,0,0.49,0.35,0.79,0.85,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.23,0.05,?,?,?,?,0,?,0.04 +6,?,?,Mantecacity,8,0.05,0.64,0.03,0.84,0.21,0.33,0.45,0.5,0.3,0.24,0,0,0.39,0.6,0.27,0.3,0.37,0.6,0.45,0.36,0.26,0.25,0.31,0.21,0.26,0.35,0.35,0.04,0.25,0.32,0.43,0.14,0.44,0.51,0.43,0.26,0.56,0.26,0.59,0.34,0.6,0.61,0.65,0.64,0.65,0.66,0.63,0.3,0.33,0.02,0.27,0.02,0.25,0.33,0.39,0.41,0.12,0.14,0.15,0.15,0.77,0.16,0.41,0.41,0.69,0.68,0.7,0.48,0.34,0.44,0.5,0.03,0.87,0.5,0.11,0.27,0.77,0.23,0.28,0.35,0.34,0.32,0.46,0.43,0.49,0.43,0.44,0.71,0.28,0,0,0.21,0.63,0.32,0.44,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.39,0,?,?,?,?,0,?,0.25 +53,?,?,Tacomacity,8,0.27,0.37,0.22,0.67,0.42,0.07,0.39,0.5,0.33,0.42,0.28,1,0.23,0.43,0.15,0.41,0.47,0.55,0.61,0.26,0.24,0.27,0.23,0.12,0.16,0.24,0.28,0.26,0.44,0.23,0.35,0.24,0.46,0.4,0.35,0.45,0.45,0.34,0.76,0.48,0.77,0.8,0.46,0.42,0.44,0.5,0.42,0.38,0.41,0.12,0.31,0.09,0.27,0.34,0.48,0.51,0.15,0.16,0.21,0.2,0.83,0.15,0.32,0.26,0.37,0.41,0.36,0.42,0.23,0.59,0,0.28,0.73,0.42,0.62,0.37,0.33,0.27,0.28,0.13,0.12,0.12,0.25,0.28,0.31,0.27,0.59,0.44,0.43,0.23,0.04,0.23,0.47,0.45,0.63,0.58,0.04,0.1,0.95,0.13,0.09,0.19,0.54,0.1,0.66,0.87,0.04,0,0.8,0.11,0.04,0.93,0.32,0.14,0.31,0.22,0.25,0.09,0.84,1,0.45,0.21,0.76 +25,1,29020,Harwichtown,8,0,0.24,0.01,0.95,0.01,0.01,0.22,0.23,0.13,1,0,0,0.27,0.04,0.19,0.55,0.87,0.31,1,0.31,0.34,0.33,0.11,0.06,0.29,0.29,0.48,0,0.13,0.1,0.19,0.41,0.6,0.19,0.11,0.38,0.3,0.38,0.25,0.23,0.35,0.32,0.24,0.67,0.71,0.86,0.67,0.36,0.43,0,0.05,0,0.34,0.25,0.2,0.25,0.09,0.06,0.04,0.05,0.91,0.04,0.11,0.11,0.27,0.25,0.29,0.76,0.04,0.36,0.5,0.2,0,0.76,0.01,0.93,0.65,0.08,0.08,0.42,0.41,0.4,0.4,0.49,0.57,0.56,0.83,0.68,0.75,0,0,0.11,0.65,0.67,0.72,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.04,0.03,?,?,?,?,0,?,0.15 +36,111,39727,Kingstoncity,8,0.02,0.32,0.2,0.81,0.08,0.05,0.28,0.43,0.26,0.59,0,0,0.29,0.45,0.04,0.52,0.66,0.49,0.57,0.31,0.31,0.32,0.22,0.3,0.5,0.33,0.33,0.02,0.3,0.45,0.54,0.29,0.33,0.44,0.48,0.51,0.33,0.38,0.56,0.56,0.59,0.61,0.4,0.37,0.4,0.44,0.39,0.42,0.49,0.02,0.37,0.01,0.23,0.24,0.26,0.33,0.08,0.07,0.07,0.08,0.86,0.05,0.21,0.17,0.3,0.4,0.26,0.41,0.1,0.62,0,0.04,0.68,0.38,0.51,0.65,0,0.31,0.35,0.22,0.2,0.21,0.38,0.4,0.44,0.4,0.59,0.43,0.56,0.08,0,0.14,0.83,0.6,0.81,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.26,0.09,?,?,?,?,0,?,0.14 +1,?,?,Athenscity,8,0.01,0.38,0.35,0.71,0.04,0.01,0.39,0.46,0.31,0.49,0,0,0.23,0.43,0.48,0.36,0.53,0.41,0.44,0.29,0.27,0.3,0.18,0.19,0.2,0,0.8,0.02,0.38,0.51,0.59,0.32,0.37,0.43,0.64,0.3,0.52,0.46,0.47,0.31,0.42,0.46,0.43,0.63,0.62,0.66,0.53,0.51,0.47,0.01,0.22,0,0.41,0.3,0.29,0.65,0.04,0.02,0.02,0.04,0.96,0.02,0.19,0.18,0.38,0.43,0.32,0.58,0.12,0.45,0.5,0.03,0.66,0.55,0.18,0.26,0.58,0.42,0.41,0.1,0.1,0.12,0.08,0.14,0.15,0.15,0.24,0.17,0.33,0,0,0.03,0.78,0.56,0.67,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.05,0,?,?,?,?,0,?,0.23 +45,?,?,Greercity,8,0,0.33,0.52,0.59,0.01,0.01,0.34,0.43,0.29,0.65,0.02,1,0.11,0.35,0.18,0.18,0.73,0.54,0.39,0.13,0.15,0.18,0.17,0,0.1,1,0.32,0.02,0.52,0.93,0.94,0.13,0.4,0.35,0.76,0.13,0.86,0.17,0.54,0.42,0.6,0.6,0.4,0.31,0.31,0.37,0.3,0.57,0.45,0.01,0.47,0,0.53,0.59,0.62,0.52,0.02,0.02,0.02,0.01,0.97,0.03,0.22,0.19,0.34,0.3,0.44,0.42,0.19,0.7,0,0.01,0.75,0.46,0.15,0.42,0.4,0.92,0.09,0.05,0.05,0.06,0.06,0.11,0.12,0.14,0.54,0.36,0.64,0,0,0.01,0.84,0.63,0.64,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.17,0,?,?,?,?,0,?,0.55 +53,?,?,WallaWallacity,8,0.03,0.45,0.04,0.82,0.08,0.19,0.49,0.51,0.41,0.53,0,0,0.16,0.38,1,0.47,0.59,0.47,0.54,0.22,0.21,0.22,0.15,0.11,0.2,0.15,0.17,0.04,0.51,0.3,0.35,0.25,0.61,0.26,0.23,0.61,0.38,0.38,0.62,0.57,0.57,0.61,0.42,0.52,0.56,0.53,0.54,0.43,0.45,0.01,0.18,0.01,0.44,0.56,0.59,0.63,0.2,0.22,0.21,0.21,0.81,0.2,0.28,0.23,0.33,0.35,0.35,0.47,0.19,0.61,0,0.04,0.73,0.47,0.3,0.57,0.25,0.36,0.26,0.08,0.07,0.08,0.14,0.17,0.19,0.15,0.45,0.22,0.22,0.04,0.03,0.19,0.49,0.4,0.49,0.5,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.21,0.07,?,?,?,?,0,?,0.37 +37,?,?,Goldsborocity,8,0.05,0.64,0.92,0.24,0.08,0.03,0.38,0.61,0.36,0.35,0.06,1,0.14,0.51,0.37,0.23,0.47,0.64,0.44,0.15,0.19,0.28,0.2,0.21,0.12,0.27,0.4,0.07,0.56,0.41,0.43,0.24,0.28,0.51,0.45,0.61,0.57,0.33,0.55,0.4,0.63,0.61,0.49,0.34,0.34,0.4,0.3,0.48,0.45,0.06,0.75,0.01,0.53,0.58,0.51,0.49,0.07,0.07,0.05,0.05,0.93,0.03,0.23,0.22,0.44,0.35,0.53,0.18,0.18,0.51,0.5,0.05,0.75,0.25,0.2,0.49,0.48,0.5,0.4,0.09,0.09,0.1,0.08,0.14,0.18,0.17,0.41,0.53,0.49,0.02,0,0.05,0.62,0.39,0.43,0.22,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.16,0.01,?,?,?,?,0,?,0.61 +22,?,?,LakeCharlescity,8,0.1,0.43,0.81,0.35,0.03,0.02,0.47,0.5,0.35,0.43,0.11,1,0.16,0.41,0.18,0.3,0.51,0.56,0.47,0.18,0.22,0.32,0.17,0.14,0.24,1,0.58,0.15,0.63,0.52,0.53,0.28,0.72,0.29,0.35,0.57,0.39,0.4,0.6,0.46,0.63,0.64,0.52,0.39,0.38,0.32,0.36,0.43,0.33,0.08,0.48,0,0.35,0.3,0.36,0.44,0.02,0.02,0.02,0.02,0.81,0.06,0.33,0.29,0.44,0.46,0.44,0.49,0.21,0.5,0.5,0.16,0.58,0.49,0.47,0.65,0.46,0.38,0.36,0.07,0.08,0.09,0.07,0.16,0.19,0.18,0.55,0.28,0.42,0.01,0.01,0.02,0.85,0.6,0.82,0.8,0.01,0.16,1,0,0.02,0.1,0.19,0.16,0.58,0.62,0.59,0,0,0.41,0.03,0.79,0.38,0.09,0.18,0.05,0.07,0.01,0,0,0.72,0.07,0.37 +41,?,?,Salemcity,8,0.16,0.43,0.03,0.87,0.15,0.11,0.38,0.48,0.32,0.46,0.17,1,0.22,0.45,0.37,0.5,0.54,0.36,0.55,0.26,0.26,0.26,0.12,0.12,0.28,0.19,0.23,0.13,0.38,0.23,0.31,0.34,0.4,0.36,0.25,0.53,0.32,0.47,0.8,0.46,0.72,0.78,0.4,0.51,0.55,0.51,0.49,0.51,0.57,0.06,0.25,0.04,0.46,0.52,0.57,0.59,0.18,0.18,0.18,0.17,0.86,0.12,0.24,0.2,0.35,0.38,0.35,0.45,0.18,0.57,0,0.09,0.87,0.44,0.15,0.21,0.6,0.28,0.24,0.11,0.1,0.11,0.24,0.25,0.26,0.24,0.47,0.4,0.5,0.1,0.04,0.16,0.43,0.32,0.44,0.52,0.02,0.09,0.98,0.1,0.03,0.09,0.28,0.09,0.81,1,0,0,0,0,0.05,0.43,0.34,0.12,0.22,0.14,0.05,0.03,0.49,0,1,0.11,0.14 +34,17,32250,Hobokencity,8,0.04,0.21,0.11,0.68,0.27,0.56,0.29,0.77,0.42,0.35,0.05,1,0.38,0.6,0.21,0.48,0.35,0.42,0.19,0.3,0.51,0.59,0.25,0.07,0.31,0.22,0.28,0.05,0.43,0.6,0.52,0.65,0.38,0.62,0.37,0.39,0.29,0.7,0.41,0.95,0.45,0.45,0.41,0.3,0.3,0.34,0.36,0.25,0.19,0.04,0.72,0.04,0.33,0.34,0.39,0.46,0.39,0.35,0.37,0.39,0.29,0.57,0.28,0.16,0.21,0.2,0.3,0,0.28,0.95,0,0.13,0.42,0,0.21,0.44,0,0.29,0.41,0.64,0.67,0.64,0.32,0.47,0.69,0.45,0.42,0.73,1,0.05,0,0.5,0.35,0.59,0.47,0.36,0.01,0.39,0.98,0.45,0.02,0.29,0.25,0.39,1,0.65,0.12,0.46,0,0.39,0.05,0.71,0,0,1,1,0.02,0.02,0.7,0,1,0.32,0.32 +36,67,73000,Syracusecity,8,0.25,0.37,0.4,0.62,0.13,0.05,0.57,0.66,0.55,0.46,0.26,1,0.16,0.4,0.1,0.41,0.53,0.62,0.51,0.21,0.21,0.24,0.21,0.13,0.19,0.13,0.19,0.31,0.6,0.38,0.5,0.35,0.53,0.33,0.27,0.73,0.36,0.45,0.56,0.83,0.54,0.57,0.46,0.17,0.22,0.19,0.21,0.41,0.42,0.27,0.84,0.07,0.52,0.51,0.49,0.45,0.23,0.2,0.17,0.15,0.82,0.11,0.32,0.23,0.31,0.4,0.29,0.28,0.12,0.59,0,0.35,0.62,0.26,0.33,0.34,0,0.51,0.29,0.13,0.12,0.12,0.25,0.27,0.3,0.27,0.68,0.38,0.64,0.24,0.12,0.19,0.75,0.45,0.66,0.67,0.09,0.27,0.92,0.27,0.08,0.2,0.24,0.27,0.6,0.89,0.17,0,0,0.12,0.12,0.21,0.24,0.07,0.55,0.61,0.14,0.1,0.45,0,0.78,0.27,0.35 +12,?,?,Sunrisecity,8,0.09,0.33,0.14,0.84,0.12,0.16,0.25,0.36,0.18,0.82,0.1,1,0.33,0.35,0.09,0.53,0.74,0.13,0.52,0.35,0.32,0.32,0.28,0.2,0.27,0.4,0.46,0.04,0.16,0.21,0.35,0.26,0.28,0.42,0.2,0.3,0.2,0.4,0.39,0.25,0.42,0.43,0.35,0.71,0.73,0.82,0.53,0.58,0.62,0.01,0.12,0.07,0.23,0.27,0.34,0.38,0.26,0.27,0.31,0.32,0.69,0.12,0.13,0.13,0.36,0.35,0.36,0.72,0.15,0.71,0,0.16,0.58,0.72,0.01,0.29,0.81,0.05,0.1,0.21,0.19,0.17,0.58,0.53,0.59,0.57,0.58,0.63,0.5,0,0,0.48,0.11,0.4,0.53,0.37,0.01,0.15,0.98,0.18,0.02,0.11,0.22,0.15,0.94,0.87,0.08,0.11,0.15,0.14,0.03,0.86,0.04,0.05,0.3,0.06,0.11,0.02,0.81,0.5,0.58,0.13,0.21 +10,?,?,Dovercity,8,0.03,0.51,0.6,0.47,0.12,0.05,0.64,0.69,0.6,0.31,0.04,1,0.32,0.62,0.25,0.48,0.42,0.34,0.67,0.36,0.31,0.37,0.24,0.28,0.43,0.26,0.36,0.03,0.32,0.21,0.29,0.42,0.21,0.61,0.31,0.54,0.32,0.49,0.51,0.63,0.57,0.56,0.44,0.45,0.43,0.56,0.47,0.62,0.69,0.03,0.56,0.01,0.24,0.27,0.33,0.35,0.06,0.06,0.07,0.07,0.88,0.05,0.21,0.18,0.39,0.45,0.36,0.45,0.12,0.5,0.5,0.03,0.79,0.43,0.16,0.39,0.6,0.22,0.18,0.2,0.19,0.19,0.29,0.33,0.36,0.34,0.39,0.34,0.21,0.01,0.01,0.11,0.34,0.34,0.46,0.19,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.11,0.03,?,?,?,?,0,?,0.37 +29,?,?,Crestwoodcity,8,0,0.35,0.01,0.98,0.05,0.01,0.24,0.29,0.17,0.65,0.02,1,0.48,0.55,0.22,0.85,0.64,0.07,0.69,0.47,0.46,0.44,0.35,0.21,0.41,0.43,0.31,0,0.07,0.18,0.27,0.47,0.23,0.48,0.33,0.49,0.15,0.62,0.22,0.24,0.31,0.28,0.34,0.86,0.89,0.91,0.83,0.32,0.46,0,0.04,0,0.04,0.03,0.04,0.14,0.01,0.01,0.01,0.03,0.94,0.06,0.12,0.13,0.4,0.38,0.28,0.94,0.02,0.22,0.5,0,0.96,0.92,0.09,0.27,0.4,0.02,0,0.21,0.2,0.19,0.38,0.33,0.38,0.34,0.58,0.09,0.18,0,0,0.1,0.76,0.91,0.83,0.9,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.29,0.07,?,?,?,?,0,?,0.05 +9,7,15350,Clintontown,8,0,0.48,0.02,0.96,0.06,0.05,0.39,0.43,0.26,0.3,0,0,0.56,0.72,0.28,0.64,0.36,0.09,0.35,0.55,0.43,0.42,0.43,0.22,0.48,0.32,0.34,0,0.07,0.1,0.22,0.42,0.27,0.73,0.45,0.37,0.36,0.49,0.39,0.36,0.45,0.43,0.51,0.81,0.82,0.9,0.87,0.53,0.67,0,0.11,0,0.46,0.37,0.38,0.35,0.09,0.06,0.06,0.05,0.92,0.08,0.19,0.2,0.53,0.55,0.37,0.78,0.05,0.38,0.5,0.04,0.41,0.75,0.07,0.88,0.54,0.06,0.93,0.49,0.45,0.43,0.59,0.63,0.69,0.72,0.63,0.67,0.47,0.03,0,0.08,0.63,0.6,0.56,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.06,0.05,?,?,?,?,0,?,0.03 +34,1,7810,Brigantinecity,8,0,0.28,0.06,0.9,0.11,0.08,0.25,0.53,0.31,0.46,0.02,1,0.4,0.6,0.09,0.48,0.5,0.16,0.57,0.46,0.46,0.45,0.58,0.43,0.33,0.37,0.6,0.01,0.17,0.16,0.31,0.33,0.24,0.66,0.03,0.11,0.14,0.38,0.59,0.6,0.52,0.57,0.34,0.53,0.56,0.55,0.48,0.76,0.7,0,0.14,0,0.39,0.49,0.54,0.59,0.15,0.17,0.17,0.17,0.82,0.11,0.18,0.14,0.32,0.29,0.4,0.43,0.12,0.47,0.5,0.21,0,0.46,0.12,0.89,0.67,0.14,0.14,0.34,0.34,0.33,0.64,0.6,0.64,0.65,0.57,0.46,0.76,0,0,0.16,0.36,0.42,0.48,0.45,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0.37,?,?,?,?,0,?,0.14 +25,27,25485,Gardnercity,8,0.02,0.37,0.04,0.93,0.05,0.05,0.3,0.46,0.26,0.54,0,0,0.27,0.46,0.33,0.47,0.6,0.46,0.51,0.32,0.28,0.27,0.24,0.04,0.28,0.14,0.13,0.02,0.28,0.55,0.56,0.21,0.63,0.36,0.75,0.43,0.56,0.38,0.59,0.47,0.47,0.54,0.39,0.53,0.59,0.57,0.64,0.47,0.47,0.01,0.24,0.01,0.18,0.16,0.15,0.23,0.11,0.09,0.07,0.1,0.72,0.09,0.12,0.11,0.34,0.45,0.26,0.45,0.07,0.67,0,0.03,0.69,0.4,0.08,0.42,0.04,0.28,0.6,0.27,0.26,0.24,0.21,0.33,0.37,0.31,0.45,0.52,0.49,0,0,0.25,0.79,0.55,0.81,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.08,0.02,?,?,?,?,0,?,0.34 +34,3,26640,GlenRockborough,8,0,0.53,0.04,0.88,0.36,0.03,0.3,0.27,0.16,0.51,0.02,1,0.89,0.65,0.2,0.84,0.56,0.03,0.61,0.86,0.78,0.77,0.59,0,0.53,1,0.85,0,0.02,0.05,0.07,0.88,0.07,0.57,0.32,0.58,0.06,0.91,0.07,0.28,0.17,0.13,0.49,0.97,0.97,0.98,0.72,0.26,0.36,0,0.05,0.01,0.21,0.59,0.54,0.5,0.14,0.35,0.29,0.24,0.81,0.07,0.13,0.16,0.59,0.57,0.43,0.94,0.02,0.08,0.5,0,0.92,0.93,0,0.45,0.23,0.01,0.06,0.71,0.69,0.64,0.96,0.98,1,1,0.65,0.58,0.68,0,0,0.28,0.4,0.89,0.77,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.33,0.76,?,?,?,?,0,?,0.03 +25,21,78690,Westwoodtown,8,0,0.53,0.01,0.98,0.09,0.01,0.34,0.37,0.29,0.54,0.02,0.97,0.77,0.62,0.29,0.77,0.59,0.1,0.66,0.79,0.73,0.71,0.33,0,0.4,0,0.67,0,0.04,0.1,0.1,0.76,0.29,0.53,0.26,0.66,0.08,0.85,0.1,0.43,0.11,0.11,0.56,0.95,0.95,0.98,0.88,0.42,0.43,0,0.04,0.01,0.14,0.13,0.2,0.22,0.08,0.06,0.09,0.09,0.85,0.03,0.27,0.28,0.58,0.62,0.13,0.92,0.01,0.22,0.5,0,0.94,0.87,0.21,0.62,0.35,0,0,0.63,0.65,0.71,0.29,0.47,0.62,0.41,0.56,0.53,0.47,0,0,0.22,0.79,0.97,0.85,0.92,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0.42,?,?,?,?,0,?,0.03 +34,29,34680,Jacksontownship,8,0.04,0.61,0.06,0.92,0.09,0.08,0.38,0.48,0.27,0.29,0.03,0.59,0.54,0.71,0.37,0.51,0.37,0.15,0.39,0.51,0.38,0.36,0.46,0.3,0.35,0.57,0.56,0.01,0.09,0.22,0.34,0.25,0.34,0.63,0.34,0.3,0.36,0.4,0.27,0.32,0.27,0.28,0.63,0.87,0.84,0.9,0.77,0.45,0.49,0.01,0.16,0.01,0.14,0.14,0.17,0.18,0.06,0.06,0.06,0.06,0.83,0.07,0.31,0.33,0.66,0.65,0.5,0.89,0.06,0.37,0.5,0.04,0.77,0.88,0.2,0.69,0.73,0.07,0.07,0.37,0.35,0.33,0.59,0.57,0.65,0.6,0.74,0.79,0.82,0,0,0.19,0.6,0.55,0.44,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.29,0.03,0.2,?,?,?,?,0,?,0.03 +42,17,49120,Middletowntownship,8,0.05,0.6,0.03,0.95,0.09,0.02,0.36,0.41,0.25,0.31,0.07,1,0.58,0.75,0.09,0.69,0.39,0.16,0.51,0.55,0.42,0.41,0.39,0.21,0.36,0.41,0.46,0.01,0.08,0.15,0.24,0.42,0.17,0.64,0.39,0.47,0.3,0.51,0.28,0.37,0.31,0.31,0.61,0.84,0.85,0.86,0.86,0.39,0.54,0.01,0.08,0.01,0.1,0.14,0.23,0.32,0.03,0.03,0.05,0.06,0.9,0.04,0.29,0.3,0.62,0.73,0.24,0.79,0.04,0.29,0.5,0.02,0.9,0.71,0.03,0.16,0.54,0.02,0.1,0.35,0.34,0.34,0.57,0.56,0.61,0.57,0.42,0.58,0.37,0.01,0,0.1,0.71,0.68,0.75,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.19,0.2,?,?,?,?,0,?,0.04 +28,?,?,Starkvillecity,8,0.01,0.37,0.52,0.53,0.23,0.02,0.77,0.9,0.88,0.26,0,0,0.09,0.64,0.46,0.4,0.26,0.43,0.25,0.21,0.17,0.24,0.13,0.39,0.11,0.22,0.26,0.05,0.9,0.27,0.34,0.67,0.42,0.38,0.26,0.96,0.27,0.61,0.21,0.9,0.36,0.3,0.42,0.41,0.42,0.55,0.33,0.63,0.57,0.03,0.94,0.01,1,1,1,1,0.38,0.33,0.29,0.25,0.9,0.1,0.21,0.16,0.34,0.43,0.34,0.3,0.19,0.57,0,0.02,0.78,0.29,1,0.47,0.71,0.46,0.11,0.1,0.1,0.11,0.12,0.17,0.18,0.17,0.99,0.22,0.29,0,0,0.13,0.71,0.32,0.32,0.55,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.12,0.03,?,?,?,?,0,?,0.29 +34,11,7600,Bridgetoncity,8,0.01,0.53,0.72,0.31,0.05,0.18,0.43,0.51,0.32,0.5,0,0,0.17,0.31,0.1,0.29,0.6,0.83,0.55,0.18,0.18,0.25,0.2,0.06,0.44,0.16,0.19,0.04,0.67,0.58,0.73,0.13,0.67,0.3,0.52,0.47,0.74,0.23,0.63,0.61,0.65,0.67,0.61,0.07,0.07,0.14,0,0.46,0.45,0.05,1,0,0.14,0.2,0.22,0.27,0.03,0.04,0.04,0.05,0.82,0.1,0.52,0.46,0.53,0.48,0.59,0.37,0.27,0.53,0.5,0.02,0.78,0.41,1,0.79,0.23,0.67,0.28,0.07,0.08,0.09,0.13,0.27,0.3,0.29,0.58,0.29,0.56,0.01,0,0.09,0.71,0.64,0.88,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.25,0.21,?,?,?,?,0,?,0.93 +39,?,?,Troycity,8,0.02,0.39,0.09,0.92,0.05,0,0.36,0.44,0.26,0.44,0,0,0.29,0.52,0.34,0.49,0.52,0.26,0.58,0.32,0.26,0.25,0.23,0.2,0.39,0.17,0.56,0.02,0.25,0.26,0.4,0.26,0.25,0.53,0.85,0.32,0.57,0.41,0.52,0.26,0.55,0.56,0.44,0.65,0.67,0.66,0.63,0.52,0.57,0.01,0.16,0,0.89,0.66,0.57,0.54,0.08,0.05,0.04,0.04,0.96,0.03,0.15,0.15,0.41,0.44,0.37,0.57,0.05,0.44,0.5,0.02,0.84,0.55,0.19,0.4,0.38,0.37,0.17,0.11,0.1,0.11,0.18,0.22,0.23,0.24,0.38,0.13,0.26,0,0,0.03,0.82,0.58,0.76,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.19,0.03,?,?,?,?,0,?,0.05 +33,1,40180,Laconiacity,8,0.01,0.39,0,0.99,0.05,0.01,0.38,0.44,0.27,0.48,0,0,0.29,0.55,0.05,0.48,0.51,0.3,0.51,0.32,0.33,0.32,0,0.11,0.27,0.64,0.61,0.01,0.21,0.29,0.39,0.27,0.5,0.49,0.46,0.38,0.4,0.35,0.63,0.38,0.61,0.64,0.44,0.57,0.61,0.53,0.71,0.64,0.7,0.01,0.21,0,0.04,0.04,0.07,0.13,0.01,0.01,0.01,0.02,0.86,0.03,0.21,0.19,0.39,0.45,0.34,0.49,0.08,0.54,0.5,0.11,0,0.47,0.03,0.58,0.25,0.46,0.22,0.25,0.25,0.27,0.36,0.38,0.42,0.38,0.59,0.55,0.64,0,0,0.09,0.6,0.56,0.69,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.06,0.02,?,?,?,?,0,?,0.26 +6,?,?,AppleValleytown,8,0.06,0.6,0.08,0.8,0.15,0.23,0.43,0.46,0.26,0.32,0.07,1,0.37,0.54,0.23,0.35,0.38,0.47,0.63,0.33,0.33,0.32,0.31,0.21,0.48,0.26,0.3,0.04,0.27,0.15,0.33,0.23,0.51,0.4,0.21,0.3,0.42,0.36,0.46,0.26,0.52,0.51,0.58,0.68,0.66,0.66,0.64,0.18,0.22,0.02,0.18,0.02,0.15,0.17,0.2,0.27,0.06,0.06,0.07,0.08,0.82,0.07,0.38,0.4,0.66,0.62,0.68,0.62,0.26,0.34,0.5,0.06,0.75,0.63,0.13,0.23,0.92,0.26,0.1,0.27,0.28,0.29,0.46,0.41,0.47,0.42,0.65,0.67,0.32,0.01,0,0.17,0.51,0.19,0.3,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.19,0.06,0.02,?,?,?,?,0,?,0.28 +25,3,53960,Pittsfieldcity,8,0.06,0.33,0.06,0.94,0.05,0.02,0.34,0.43,0.27,0.57,0.08,1,0.3,0.41,0.14,0.54,0.62,0.51,0.71,0.36,0.35,0.35,0.25,0.13,0.24,0.16,0.23,0.04,0.25,0.23,0.37,0.3,0.49,0.42,0.48,0.46,0.31,0.44,0.5,0.45,0.48,0.51,0.39,0.53,0.58,0.58,0.7,0.38,0.44,0.03,0.24,0.01,0.18,0.24,0.24,0.23,0.05,0.06,0.06,0.05,0.88,0.05,0.16,0.14,0.35,0.44,0.25,0.56,0.04,0.48,0.5,0.07,0.75,0.51,0.24,0.47,0.02,0.21,0.16,0.26,0.25,0.25,0.27,0.32,0.35,0.33,0.51,0.42,0.42,0.01,0,0.12,0.76,0.65,0.84,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.1,0.17,?,?,?,?,0,?,0.22 +48,?,?,Grapevinecity,8,0.03,0.44,0.03,0.92,0.07,0.1,0.34,0.46,0.23,0.09,0.05,1,0.61,0.9,0.31,0.53,0.09,0.08,0.18,0.6,0.49,0.48,0.47,0.33,0.37,0.47,0.49,0.01,0.1,0.1,0.16,0.57,0.14,0.85,0.34,0.13,0.15,0.58,0.56,0.24,0.56,0.58,0.47,0.8,0.82,0.89,0.7,0.5,0.57,0,0.06,0.01,0.42,0.42,0.52,0.56,0.08,0.07,0.08,0.08,0.9,0.06,0.12,0.13,0.48,0.57,0.35,0.6,0.12,0.39,0.5,0.05,0.68,0.55,0.11,0.34,0.92,0.2,0.28,0.26,0.25,0.25,0.33,0.34,0.43,0.36,0.27,0.54,0.18,0,0,0.07,0.43,0.14,0.08,0.26,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.08,0.02,?,?,?,?,0,?,0.12 +34,7,28740,Haddontownship,8,0.01,0.3,0.02,0.97,0.06,0.02,0.27,0.34,0.2,0.77,0.02,1,0.41,0.45,0.09,0.69,0.75,0.17,0.74,0.47,0.46,0.44,0.32,0.35,0.36,1,0.62,0,0.08,0.17,0.28,0.42,0.07,0.49,0.26,0.55,0.2,0.54,0.38,0.38,0.37,0.39,0.4,0.72,0.77,0.71,0.69,0.53,0.54,0,0.11,0,0.29,0.29,0.32,0.27,0.07,0.06,0.06,0.05,0.91,0.04,0.15,0.13,0.33,0.47,0.05,0.75,0.03,0.4,0.5,0.01,0.94,0.64,0.26,0.29,0.21,0.09,0.06,0.25,0.26,0.26,0.45,0.43,0.49,0.4,0.52,0.39,0.74,0,0,0.1,0.58,0.86,0.89,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.46,0.66,?,?,?,?,0,?,0.13 +33,11,47540,Merrimacktown,8,0.02,0.61,0.02,0.97,0.06,0.02,0.43,0.48,0.27,0.11,0,0.08,0.68,0.9,0.22,0.67,0.18,0.1,0.33,0.62,0.48,0.46,0.44,0.28,0.32,0.49,0.54,0,0.05,0.07,0.13,0.53,0.29,0.84,0.73,0.24,0.24,0.6,0.3,0.35,0.31,0.31,0.61,0.89,0.9,0.93,0.86,0.68,0.7,0,0.09,0.01,0.17,0.18,0.18,0.29,0.04,0.04,0.04,0.06,0.9,0.04,0.18,0.21,0.67,0.69,0.44,0.85,0.03,0.36,0.5,0.02,0.77,0.82,0.13,0.42,0.81,0.02,0.09,0.36,0.34,0.32,0.74,0.7,0.82,0.8,0.36,0.63,0.47,0,0,0.11,0.3,0.53,0.58,0.34,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.06,0.02,?,?,?,?,0,?,0.01 +6,?,?,Palmdalecity,8,0.09,0.69,0.12,0.63,0.27,0.41,0.35,0.51,0.25,0.12,0.11,1,0.5,0.76,0.21,0.32,0.17,0.4,0.3,0.46,0.32,0.34,0.39,0.18,0.32,0.29,0.35,0.05,0.22,0.18,0.34,0.2,0.44,0.62,0.52,0.2,0.34,0.36,0.48,0.3,0.53,0.52,0.72,0.72,0.71,0.72,0.67,0.38,0.3,0.04,0.29,0.06,0.44,0.49,0.53,0.6,0.42,0.4,0.4,0.41,0.63,0.28,0.45,0.46,0.76,0.75,0.71,0.65,0.41,0.38,0.5,0.13,0.59,0.65,0.06,0.23,0.98,0.14,0.13,0.41,0.37,0.34,0.5,0.49,0.55,0.48,0.61,0.9,0.24,0,0,0.4,0.55,0.03,0.62,0.65,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.22,0.07,0.05,?,?,?,?,0,?,0.49 +6,?,?,ElSegundocity,8,0.01,0.23,0.02,0.86,0.31,0.17,0.25,0.51,0.25,0.3,0.02,1,0.57,0.73,0.35,0.63,0.27,0.09,0.36,0.58,0.63,0.64,0.49,0.36,0.4,0.37,0.72,0.01,0.1,0.1,0.14,0.52,0.16,0.76,0.71,0.17,0.14,0.74,0.7,0.59,0.74,0.75,0.32,0.6,0.66,0.86,0.45,0.45,0.56,0,0.06,0.01,0.4,0.35,0.43,0.43,0.37,0.28,0.31,0.29,0.76,0.13,0.16,0.12,0.26,0.39,0.24,0.28,0.18,0.76,0,0.02,0.78,0.25,0.05,0.15,0.44,0.11,0.11,1,0.99,0.97,0.78,0.77,0.94,0.75,0.43,0.85,0.08,0,0,0.39,0.42,0.33,0.69,0.58,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.23,0.04,?,?,?,?,0,?,0.18 +6,?,?,GardenGrovecity,8,0.21,0.73,0.03,0.5,1,0.43,0.43,0.57,0.37,0.26,0.23,1,0.47,0.72,0.2,0.38,0.32,0.45,0.43,0.41,0.3,0.36,0.43,0.22,0.23,0.25,0.3,0.13,0.27,0.39,0.44,0.25,0.38,0.59,0.59,0.2,0.46,0.34,0.48,0.55,0.56,0.54,0.76,0.64,0.58,0.76,0.61,0.5,0.45,0.06,0.21,0.29,0.54,0.61,0.71,0.79,1,1,1,1,0.31,0.85,0.78,0.76,0.78,0.65,0.91,0.44,0.85,0.51,0.5,0.08,0.9,0.51,0.1,0.13,0.5,0.13,0.28,0.55,0.52,0.48,0.73,0.69,0.82,0.68,0.83,0.63,0.11,0.03,0.03,0.91,0.37,0.43,0.62,0.59,0.02,0.09,0.97,0.12,0.03,0.08,0.26,0.09,0.53,0.49,0.04,0.17,0.52,0.19,0.02,0.43,0.58,0.05,0.67,0.17,0.05,0.05,0.78,0.5,0.37,0.15,0.25 +34,3,13570,CliffsideParkborough,8,0.02,0.27,0.04,0.82,0.46,0.2,0.22,0.41,0.22,0.64,0.03,1,0.48,0.49,0.28,0.6,0.58,0.22,0.47,0.5,0.64,0.65,0.48,0.4,0.47,0.38,0.66,0.01,0.11,0.47,0.43,0.42,0.35,0.48,0.35,0.3,0.32,0.52,0.31,0.46,0.34,0.34,0.34,0.72,0.74,0.89,0.65,0.22,0.16,0,0.11,0.04,0.41,0.48,0.49,0.51,0.9,0.91,0.85,0.81,0.25,0.48,0.19,0.16,0.3,0.34,0.31,0.37,0.2,0.79,0,0.05,0.56,0.37,0.03,0.37,0.4,0.09,0.14,0.59,0.59,0.59,0.57,0.62,0.79,0.61,0.45,0.51,0.85,0,0,0.93,0.38,0.66,0.61,0.54,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,1,1,?,?,?,?,0,?,0.05 +22,?,?,Shreveportcity,8,0.3,0.42,0.87,0.3,0.03,0.02,0.45,0.47,0.3,0.43,0.31,1,0.17,0.44,0.17,0.31,0.5,0.53,0.45,0.19,0.22,0.38,0.14,0.2,0.25,0.32,0.34,0.45,0.67,0.34,0.44,0.31,0.79,0.34,0.27,0.59,0.37,0.42,0.68,0.45,0.71,0.73,0.54,0.29,0.24,0.29,0.25,0.57,0.54,0.39,0.83,0.01,0.45,0.45,0.47,0.45,0.03,0.03,0.03,0.02,0.97,0.03,0.37,0.32,0.44,0.45,0.46,0.51,0.23,0.5,0.5,0.63,0.43,0.52,1,0.69,0.52,0.39,0.44,0.07,0.08,0.1,0.12,0.18,0.2,0.2,0.59,0.42,0.47,0.07,0.03,0.03,0.77,0.62,0.81,0.78,0.08,0.2,0.92,0.2,0.26,0.49,0.84,0.2,0.68,0.51,0.77,0,0.13,0.54,0.17,0.64,0.34,0.29,0.17,0.19,0.25,0.04,0.45,0.5,1,0.09,0.53 +21,?,?,Danvillecity,8,0,0.38,0.3,0.76,0.02,0.01,0.57,0.54,0.43,0.55,0,0,0.16,0.31,0.53,0.38,0.67,0.59,0.59,0.19,0.18,0.19,0.18,0.05,0.21,0.07,0.2,0.02,0.53,0.5,0.58,0.25,0.51,0.36,0.49,0.52,0.57,0.32,0.45,0.41,0.56,0.54,0.33,0.49,0.42,0.46,0.36,0.74,0.65,0.01,0.29,0,0.19,0.49,0.61,0.6,0.01,0.02,0.02,0.02,0.98,0.01,0.1,0.1,0.29,0.31,0.32,0.48,0.06,0.53,0.5,0.01,0.77,0.49,0.07,0.45,0.52,0.54,0.07,0.09,0.08,0.09,0.09,0.16,0.16,0.13,0.44,0.3,0.24,0,0,0.02,0.84,0.49,0.57,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.19,0.02,?,?,?,?,0,?,0.32 +6,?,?,Highlandcity,8,0.04,0.64,0.21,0.59,0.29,0.42,0.46,0.56,0.33,0.19,0.05,1,0.33,0.63,0.26,0.31,0.29,0.68,0.54,0.3,0.25,0.28,0.24,0.18,0.24,0.29,0.32,0.05,0.41,0.28,0.44,0.21,0.57,0.49,0.21,0.48,0.44,0.29,0.65,0.42,0.73,0.72,0.67,0.5,0.48,0.55,0.44,0.27,0.25,0.03,0.41,0.03,0.3,0.45,0.49,0.6,0.24,0.32,0.32,0.36,0.66,0.28,0.5,0.5,0.7,0.63,0.78,0.49,0.52,0.52,0.5,0.06,0.59,0.53,0.27,0.22,0.63,0.39,0.21,0.22,0.23,0.27,0.41,0.39,0.42,0.39,0.69,0.61,0.12,0,0,0.34,0.49,0.26,0.52,0.61,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.21,0.06,?,?,?,?,0,?,0.36 +12,?,?,DeerfieldBeachcity,8,0.06,0.1,0.33,0.72,0.05,0.07,0.1,0.25,0.12,1,0.07,1,0.25,0.04,0.15,0.59,1,0.12,0.65,0.32,0.41,0.46,0.2,0.4,0.29,0.29,0.44,0.04,0.25,0.3,0.44,0.25,0.27,0.21,0.17,0.22,0.25,0.37,0.55,0.29,0.46,0.52,0.14,0.46,0.41,0.59,0.3,0.68,0.73,0.03,0.31,0.05,0.21,0.25,0.29,0.36,0.23,0.24,0.24,0.28,0.75,0.19,0.17,0.12,0.12,0.09,0.22,0.65,0.17,0.91,0,0.3,0.14,0.68,0.08,0.42,0.77,0.17,0.28,0.21,0.21,0.23,0.5,0.5,0.58,0.52,0.59,0.59,0.36,0,0,0.45,0.11,0.53,0.56,0.46,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.37,0.08,?,?,?,?,0,?,0.34 +36,65,76540,Uticacity,8,0.09,0.32,0.2,0.8,0.07,0.06,0.4,0.49,0.36,0.64,0.11,1,0.14,0.25,0.12,0.41,0.69,0.7,0.64,0.19,0.19,0.21,0.15,0.08,0.13,0.1,0.16,0.13,0.58,0.52,0.57,0.18,0.63,0.26,0.34,0.54,0.37,0.33,0.53,0.62,0.48,0.52,0.42,0.34,0.38,0.32,0.39,0.42,0.42,0.08,0.5,0.02,0.47,0.39,0.37,0.38,0.18,0.13,0.11,0.11,0.76,0.14,0.25,0.19,0.29,0.37,0.28,0.38,0.07,0.47,0.5,0.15,0.64,0.36,0.24,0.55,0,0.62,0.29,0.12,0.12,0.11,0.16,0.18,0.19,0.18,0.63,0.41,0.6,0.1,0,0.16,0.88,0.67,0.84,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.35,0.28,?,?,?,?,0,?,0.18 +45,?,?,Aikencity,8,0.02,0.39,0.6,0.51,0.04,0.01,0.34,0.38,0.23,0.54,0.03,1,0.36,0.48,0.21,0.54,0.57,0.4,0.65,0.39,0.36,0.47,0.19,0.21,0.31,0.17,0.39,0.03,0.41,0.33,0.35,0.53,0.28,0.39,0.58,0.42,0.34,0.64,0.48,0.32,0.52,0.52,0.44,0.54,0.51,0.66,0.46,0.51,0.52,0.02,0.37,0,0.31,0.35,0.29,0.32,0.03,0.03,0.02,0.02,0.96,0.03,0.23,0.21,0.39,0.39,0.41,0.59,0.13,0.39,0.5,0.04,0.62,0.6,0.23,0.47,0.6,0.38,0.01,0.13,0.17,0.21,0.14,0.24,0.33,0.28,0.48,0.38,0.36,0.02,0,0.04,0.44,0.47,0.5,0.33,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.12,0,?,?,?,?,0,?,0.21 +6,?,?,Fullertoncity,8,0.17,0.51,0.04,0.62,0.75,0.39,0.45,0.61,0.45,0.31,0.18,1,0.5,0.72,0.22,0.52,0.3,0.22,0.43,0.51,0.48,0.53,0.38,0.37,0.36,0.28,0.35,0.1,0.25,0.27,0.28,0.48,0.26,0.64,0.53,0.32,0.34,0.5,0.48,0.59,0.52,0.51,0.57,0.66,0.63,0.69,0.63,0.43,0.4,0.05,0.21,0.18,0.47,0.55,0.58,0.62,0.78,0.8,0.77,0.75,0.46,0.56,0.49,0.43,0.54,0.55,0.54,0.44,0.51,0.58,0,0.11,0.82,0.45,0.07,0.07,0.56,0.12,0.1,0.6,0.63,0.74,0.7,0.65,0.74,0.64,0.67,0.59,0.17,0.04,0.06,0.7,0.39,0.42,0.56,0.61,0.02,0.11,0.97,0.14,0.02,0.08,0.21,0.11,0.71,0.8,0,0.26,0.37,0.21,0.04,0.93,0.45,0.06,0.43,0.13,0.05,0.04,0.78,1,0.75,0.17,0.22 +29,?,?,Berkeleycity,8,0,0.57,1,0,0.02,0.01,0.54,0.57,0.37,0.28,0.02,1,0.24,0.7,0.09,0.26,0.4,0.49,0.44,0.23,0.19,0.32,0.23,0.16,0.06,0,0.83,0.02,0.41,0.37,0.5,0.11,0.82,0.51,0.55,0.37,0.61,0.17,0.66,0.58,0.86,0.82,0.64,0.16,0.17,0.24,0.13,0.81,0.84,0.02,0.66,0,0.14,0.43,0.49,0.41,0.01,0.02,0.03,0.02,0.96,0.03,0.43,0.42,0.63,0.59,0.65,0.64,0.23,0.6,0,0.02,0.63,0.66,1,0.46,0.35,0.14,0.06,0.08,0.05,0.04,0.24,0.26,0.29,0.33,0.52,0.3,0.24,0,0,0.02,0.8,0.7,0.67,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.21,0.23,?,?,?,?,0,?,0.35 +27,53,43000,Minneapoliscity,8,0.58,0.25,0.25,0.67,0.26,0.04,0.34,0.59,0.39,0.38,0.58,1,0.23,0.53,0.2,0.51,0.39,0.51,0.35,0.28,0.33,0.39,0.2,0.1,0.14,0.27,0.31,0.6,0.49,0.22,0.29,0.49,0.42,0.56,0.3,0.62,0.33,0.51,0.65,0.84,0.58,0.63,0.38,0.29,0.33,0.35,0.25,0.5,0.48,0.47,0.73,0.15,0.59,0.64,0.69,0.72,0.25,0.24,0.24,0.23,0.85,0.11,0.27,0.17,0.23,0.32,0.2,0.41,0.16,0.73,0,0.64,0.73,0.38,0.48,0.32,0,0.23,0.37,0.15,0.14,0.14,0.31,0.33,0.38,0.29,0.61,0.42,0.4,0.62,0.06,0.18,0.62,0.41,0.6,0.58,0.17,0.21,0.88,0.17,0.16,0.17,0.26,0.21,0.66,0.87,0.08,0.06,0.09,0.1,0.06,0.71,0.2,0.16,0.56,0.92,0.31,0.15,0.09,0.5,0.22,0.17,0.75 +21,?,?,Florencecity,8,0.01,0.44,0.02,0.97,0.06,0.01,0.43,0.52,0.32,0.33,0.03,1,0.32,0.65,0.25,0.45,0.45,0.28,0.37,0.35,0.26,0.25,0.24,0,0.24,0.5,0.56,0.01,0.23,0.34,0.4,0.21,0.16,0.63,0.41,0.28,0.52,0.37,0.49,0.3,0.6,0.58,0.51,0.64,0.68,0.7,0.7,0.65,0.62,0,0.1,0,0.52,0.88,0.77,0.67,0.07,0.1,0.08,0.06,0.96,0.04,0.21,0.2,0.47,0.62,0.31,0.53,0.07,0.51,0.5,0.02,0.83,0.46,0,0.09,0.69,0.09,0.06,0.15,0.13,0.13,0.29,0.29,0.27,0.27,0.38,0.13,0.21,0,0,0.05,0.69,0.46,0.42,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.19,0.12,?,?,?,?,0,?,0.19 +36,77,54881,Oneontacity,8,0.01,0.72,0.04,0.94,0.07,0.04,1,1,1,0.36,0,0,0.15,0.48,0.21,0.59,0.55,0.27,0.42,0.27,0.16,0.15,0.25,0.18,0.21,0.1,0.27,0.02,0.62,0.26,0.34,0.5,0.31,0.23,0.16,1,0.18,0.51,0.22,1,0.22,0.23,0.31,0.45,0.55,0.47,0.55,0.33,0.6,0,0.2,0,0.28,0.3,0.26,0.34,0.06,0.06,0.05,0.06,0.9,0.04,0.17,0.16,0.27,0.35,0.26,0.34,0.06,0.51,0.5,0.01,0.74,0.32,0.15,0.24,0,0.27,0,0.14,0.14,0.14,0.23,0.25,0.31,0.24,0.87,0.36,0.44,0,0,0.09,0.81,0.26,0.15,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.27,0.23,?,?,?,?,0,?,0.05 +6,?,?,Carpinteriacity,8,0.01,0.51,0.01,0.72,0.13,0.68,0.43,0.5,0.35,0.4,0.02,1,0.38,0.58,0.55,0.48,0.47,0.25,0.36,0.4,0.36,0.39,0.34,0.22,0.34,0.25,0.31,0.01,0.14,0.35,0.4,0.36,0.19,0.66,0.3,0.38,0.35,0.37,0.58,0.51,0.66,0.64,0.58,0.61,0.57,0.72,0.47,0.62,0.77,0,0.11,0.02,0.5,0.55,0.56,0.63,0.65,0.63,0.59,0.6,0.47,0.72,0.54,0.47,0.54,0.4,0.71,0.38,0.55,0.7,0,0.03,0.62,0.47,0.05,0.28,0.69,0.19,0.25,0.8,0.78,0.75,0.66,0.71,0.88,0.7,0.74,0.79,0.19,0.04,0,0.56,0.48,0.44,0.61,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.42,0.16,?,?,?,?,0,?,0.2 +25,5,68750,Swanseatown,8,0.01,0.58,0.01,0.99,0.02,0.01,0.48,0.44,0.33,0.45,0.02,0.66,0.47,0.58,0.53,0.61,0.6,0.37,0.66,0.43,0.34,0.33,0,0.09,0.38,0.33,0.24,0.01,0.12,0.41,0.46,0.29,0.26,0.61,0.47,0.37,0.37,0.38,0.21,0.42,0.22,0.22,0.58,0.87,0.83,0.91,0.8,0.58,0.7,0,0.08,0.01,0.08,0.09,0.07,0.2,0.03,0.03,0.02,0.05,0.81,0.09,0.25,0.27,0.63,0.64,0.36,0.91,0.06,0.3,0.5,0.01,0.86,0.89,0.66,0.71,0.35,0.03,0.09,0.33,0.32,0.31,0.27,0.36,0.43,0.36,0.42,0.37,0.43,0,0,0.16,0.74,0.93,0.92,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.06,0.02,?,?,?,?,0,?,0.08 +13,?,?,Alpharettacity,8,0,0.34,0.05,0.93,0.08,0.03,0.28,0.5,0.26,0.18,0.02,0.99,0.54,0.83,0.45,0.52,0.22,0.07,0.21,0.52,0.53,0.52,0.37,0.25,0.45,0.32,0.5,0,0.08,0.07,0.1,0.6,0.1,0.8,0.25,0.25,0.11,0.63,0.5,0.3,0.66,0.61,0.37,0.74,0.79,0.86,0.56,0.45,0.49,0,0.09,0,0.58,0.67,0.69,0.64,0.2,0.2,0.19,0.16,0.87,0.08,0.07,0.07,0.37,0.46,0.29,0.52,0.04,0.5,0.5,0.03,0.56,0.47,0.04,0.19,0.96,0.01,0.14,0.26,0.28,0.32,0.6,0.52,0.53,0.54,0.28,0.63,0.35,0,0,0.14,0.31,0.18,0.06,0.02,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.06,0.06,?,?,?,?,0,?,0.03 +9,3,87000,Windsortown,8,0.03,0.53,0.34,0.68,0.14,0.06,0.33,0.4,0.23,0.44,0.04,0.88,0.64,0.72,0.26,0.68,0.45,0.1,0.51,0.61,0.5,0.51,0.44,0.18,0.38,0.31,0.5,0.01,0.05,0.23,0.3,0.45,0.25,0.65,0.46,0.35,0.28,0.58,0.35,0.42,0.37,0.37,0.51,0.79,0.78,0.87,0.75,0.5,0.67,0.01,0.11,0.02,0.15,0.19,0.29,0.39,0.1,0.11,0.15,0.19,0.81,0.07,0.21,0.22,0.54,0.57,0.35,0.81,0.04,0.31,0.5,0.02,0.87,0.78,0,0.41,0.5,0.02,0,0.44,0.43,0.4,0.6,0.65,0.67,0.65,0.4,0.59,0.37,0.13,0,0.28,0.54,0.62,0.81,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.08,0.17,?,?,?,?,0,?,0.03 +21,?,?,Nicholasvillecity,8,0.01,0.49,0.09,0.92,0.01,0.01,0.45,0.56,0.32,0.27,0,0,0.23,0.69,1,0.23,0.35,0.3,0.27,0.21,0.18,0.17,0.22,0.07,0.28,0.17,0.41,0.01,0.33,0.54,0.62,0.15,0.3,0.62,0.39,0.34,0.53,0.19,0.53,0.24,0.64,0.62,0.47,0.63,0.64,0.63,0.75,0.58,0.61,0.01,0.19,0,0,0,0.28,0.4,0,0,0.01,0.01,0.99,0.02,0.14,0.15,0.52,0.52,0.51,0.56,0.12,0.42,0.5,0.01,0.81,0.56,0.03,0.57,0.77,0.54,0.23,0.1,0.08,0.09,0.19,0.21,0.21,0.22,0.45,0.48,0.35,0,0,0.01,0.87,0.45,0.54,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.18,0,?,?,?,?,0,?,0.19 +23,1,2060,Auburncity,8,0.02,0.39,0.01,0.98,0.04,0.01,0.38,0.45,0.3,0.47,0.04,0.97,0.26,0.5,0.29,0.48,0.52,0.39,0.37,0.28,0.29,0.27,0.32,0.12,0.17,0.17,0.54,0.02,0.28,0.35,0.39,0.3,0.42,0.5,0.52,0.5,0.49,0.39,0.53,0.39,0.53,0.55,0.41,0.57,0.62,0.54,0.56,0.58,0.63,0.01,0.24,0,0.44,0.33,0.36,0.32,0.09,0.06,0.06,0.05,0.7,0.07,0.13,0.13,0.38,0.49,0.28,0.52,0.06,0.57,0,0.04,0.67,0.47,0.13,0.53,0.08,0.32,0.37,0.19,0.18,0.19,0.23,0.28,0.32,0.25,0.47,0.49,0.54,0,0,0.08,0.8,0.56,0.72,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.17,0.03,0.03,?,?,?,?,0,?,0.03 +55,31,78650,Superiorcity,8,0.03,0.34,0.01,0.95,0.05,0.01,0.44,0.47,0.34,0.56,0.04,1,0.15,0.34,0.07,0.46,0.66,0.62,0.45,0.19,0.19,0.19,0.23,0.12,0.05,0.11,0.28,0.04,0.45,0.27,0.38,0.24,0.65,0.35,0.21,0.58,0.43,0.31,0.55,0.49,0.54,0.57,0.39,0.43,0.51,0.48,0.4,0.44,0.49,0.01,0.21,0,0.2,0.21,0.33,0.32,0.02,0.02,0.03,0.03,0.96,0.03,0.14,0.12,0.32,0.4,0.25,0.57,0.05,0.53,0.5,0.03,0.78,0.53,0.69,0.48,0,0.21,0.27,0.04,0.03,0.04,0.1,0.14,0.15,0.13,0.56,0.27,0.46,0.01,0,0.04,0.6,0.65,0.78,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.06,0.1,?,?,?,?,0,?,0.11 +45,?,?,WestColumbiacity,8,0,0.26,0.35,0.71,0.04,0.01,0.34,0.52,0.37,0.52,0.02,1,0.19,0.55,0.11,0.39,0.54,0.28,0.49,0.23,0.23,0.26,0.17,0,0.36,0.8,0.4,0.01,0.38,0.38,0.5,0.24,0.22,0.58,0.2,0.3,0.36,0.32,0.7,0.44,0.67,0.71,0.3,0.41,0.41,0.5,0.31,0.58,0.7,0.01,0.29,0,0.33,0.42,0.41,0.35,0.03,0.03,0.03,0.02,0.97,0.01,0.12,0.1,0.29,0.26,0.35,0.44,0.12,0.62,0,0.02,0.6,0.47,0.09,0.34,0.42,0.44,0.21,0.1,0.1,0.09,0.22,0.21,0.19,0.23,0.45,0.2,0.28,0,0,0.03,0.75,0.56,0.54,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.18,0.07,?,?,?,?,0,?,0.78 +25,17,39835,Medfordcity,8,0.08,0.43,0.08,0.9,0.12,0.03,0.38,0.55,0.4,0.55,0.09,1,0.45,0.53,0.18,0.55,0.59,0.26,0.57,0.47,0.4,0.39,0.41,0.26,0.28,0.4,0.41,0.03,0.17,0.25,0.35,0.37,0.35,0.53,0.31,0.58,0.25,0.49,0.2,0.65,0.26,0.25,0.48,0.71,0.73,0.85,0.68,0.53,0.51,0.02,0.14,0.05,0.33,0.32,0.3,0.31,0.27,0.24,0.2,0.19,0.73,0.14,0.24,0.21,0.42,0.53,0.32,0.52,0.05,0.55,0.5,0.04,0.88,0.47,0.07,0.47,0,0.05,0.16,0.5,0.47,0.44,0.46,0.56,0.66,0.58,0.44,0.57,0.56,0.01,0,0.35,0.78,0.74,0.79,0.72,0.01,0.2,0.98,0.19,0,0.02,0.02,0.2,0.98,0.91,0.11,0.04,0,0.1,0.02,0.64,0.17,0.02,0.59,0.94,0,0.01,0.34,0,0.52,0.15,0.32 +40,?,?,Enidcity,8,0.06,0.35,0.09,0.87,0.08,0.04,0.35,0.45,0.27,0.51,0,0,0.18,0.44,0.67,0.43,0.55,0.3,0.48,0.21,0.23,0.23,0.17,0.15,0.23,0.26,0.3,0.06,0.37,0.29,0.41,0.27,0.41,0.41,0.15,0.5,0.37,0.33,0.51,0.28,0.52,0.54,0.37,0.65,0.64,0.66,0.55,0.5,0.46,0.01,0.1,0,0.28,0.32,0.34,0.41,0.03,0.03,0.03,0.03,0.96,0.02,0.15,0.14,0.34,0.31,0.42,0.56,0.1,0.53,0.5,0.18,0.31,0.59,0.34,0.82,0.46,0.42,0.41,0.02,0.04,0.06,0.12,0.15,0.18,0.18,0.35,0.35,0.29,0.01,0,0.04,0.65,0.47,0.63,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.21,0.05,0.01,?,?,?,?,0,?,0.37 +6,?,?,Pinolecity,8,0.01,0.51,0.14,0.56,1,0.18,0.34,0.38,0.23,0.32,0.03,1,0.56,0.69,0.18,0.59,0.38,0.2,0.59,0.53,0.44,0.47,0.38,0.32,0.36,0.35,0.49,0.01,0.08,0.13,0.23,0.32,0.25,0.64,0.28,0.38,0.28,0.41,0.46,0.32,0.52,0.51,0.51,0.7,0.67,0.76,0.74,0.79,0.77,0,0.09,0.02,0.1,0.16,0.26,0.35,0.1,0.14,0.21,0.26,0.63,0.17,0.24,0.25,0.56,0.53,0.6,0.73,0.24,0.31,0.5,0.01,0.88,0.74,0.19,0.32,0.6,0.08,0.09,0.52,0.5,0.49,0.71,0.65,0.76,0.68,0.59,0.57,0.14,0,0,0.43,0.56,0.56,0.65,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.28,0.31,?,?,?,?,0,?,0.33 +5,?,?,Bentoncity,8,0.01,0.41,0.08,0.93,0.01,0.01,0.39,0.41,0.26,0.52,0,0,0.21,0.39,0.44,0.37,0.62,0.33,0.62,0.24,0.22,0.22,0.15,0.17,0.44,0.18,0.22,0.02,0.34,0.48,0.52,0.21,0.29,0.4,0.45,0.56,0.54,0.35,0.48,0.18,0.46,0.48,0.42,0.7,0.68,0.71,0.76,0.53,0.6,0,0.06,0,0,0,0,0.06,0,0,0,0,0.98,0.01,0.16,0.17,0.44,0.41,0.49,0.63,0.13,0.48,0.5,0.02,0.76,0.65,0.33,0.52,0.52,0.5,0.38,0.08,0.08,0.09,0.11,0.14,0.16,0.22,0.49,0.21,0.46,0,0,0.02,0.77,0.61,0.7,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.1,0,?,?,?,?,0,?,0.19 +40,?,?,Stillwatercity,8,0.04,0.41,0.07,0.81,0.28,0.03,1,1,1,0.22,0,0,0.11,0.66,0.86,0.46,0.23,0.13,0.24,0.26,0.19,0.2,0.17,0.15,0.11,0.16,0.26,0.07,0.7,0.14,0.16,0.72,0.38,0.38,0.2,0.93,0.23,0.57,0.22,1,0.3,0.26,0.33,0.68,0.71,0.73,0.7,0.53,0.62,0.01,0.13,0.02,1,1,1,0.95,0.62,0.49,0.43,0.35,0.86,0.06,0.09,0.06,0.23,0.36,0.22,0.27,0.1,0.68,0,0.08,0.58,0.24,0.07,0.57,0.63,0.3,0.09,0.11,0.12,0.13,0.22,0.23,0.23,0.2,1,0.29,0.24,0.01,0,0.21,0.54,0.17,0.1,0.5,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.11,0.01,?,?,?,?,0,?,0.11 +6,?,?,Tracycity,8,0.04,0.61,0.05,0.79,0.28,0.45,0.37,0.5,0.26,0.23,0,0,0.47,0.7,0.27,0.34,0.3,0.35,0.36,0.44,0.31,0.31,0.32,0.22,0.35,0.32,0.35,0.02,0.18,0.31,0.39,0.18,0.46,0.6,0.4,0.29,0.49,0.24,0.56,0.34,0.51,0.55,0.67,0.71,0.7,0.78,0.68,0.44,0.42,0.01,0.21,0.02,0.23,0.28,0.33,0.39,0.16,0.17,0.18,0.2,0.63,0.22,0.4,0.4,0.67,0.66,0.67,0.5,0.4,0.42,0.5,0.05,0.68,0.51,0.08,0.42,0.79,0.22,0.04,0.42,0.42,0.4,0.46,0.49,0.58,0.5,0.52,0.83,0.22,0.01,0,0.29,0.61,0.33,0.27,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.29,0.03,?,?,?,?,0,?,0.29 +34,31,73140,Totowaborough,8,0,0.59,0.02,0.96,0.08,0.05,0.33,0.41,0.28,0.66,0.02,1,0.57,0.6,0,0.68,0.68,0.16,0.65,0.57,0.44,0.43,0.04,0,0.47,0.47,0.52,0,0.07,0.59,0.56,0.25,0.2,0.42,0.48,0.32,0.29,0.4,0.18,0.48,0.18,0.18,0.51,0.85,0.77,1,0.82,0.28,0.48,0,0.03,0.01,0.1,0.17,0.15,0.15,0.09,0.13,0.1,0.1,0.65,0.15,0.22,0.24,0.54,0.57,0.34,0.83,0.02,0.36,0.5,0,0.9,0.8,0.07,1,0.31,0.01,0.13,0.52,0.49,0.49,0.61,0.6,0.68,0.65,0.34,0.32,0.53,0,0,0.37,0.78,0.94,0.87,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.21,0.12,?,?,?,?,0,?,0.08 +55,25,25950,Fitchburgcity,8,0.01,0.33,0.09,0.9,0.08,0.03,0.29,0.73,0.44,0.08,0.02,0.97,0.39,0.9,0.31,0.63,0.09,0.12,0.07,0.43,0.43,0.43,0.23,0.18,0.28,0.17,0.18,0.01,0.13,0.08,0.1,0.61,0.05,0.91,0.22,0.57,0.19,0.57,0.55,0.67,0.43,0.5,0.39,0.69,0.76,0.78,0.54,0.71,0.76,0,0.15,0,0.47,0.49,0.57,0.59,0.11,0.1,0.1,0.1,0.94,0.03,0.09,0.07,0.32,0.63,0.2,0.33,0.06,0.66,0,0.01,0.85,0.23,0,0.16,0.75,0.04,0.26,0.22,0.21,0.21,0.44,0.39,0.38,0.34,0.24,0.5,0.22,0,0,0.09,0.72,0.25,0.53,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.04,0.17,?,?,?,?,0,?,0.1 +12,?,?,FortMyerscity,8,0.06,0.35,0.63,0.45,0.05,0.14,0.4,0.53,0.35,0.5,0.07,0.99,0.17,0.43,0.16,0.34,0.58,0.43,0.4,0.19,0.25,0.35,0.15,0.16,0.22,0.17,0.26,0.08,0.55,0.4,0.55,0.25,0.38,0.45,0.08,0.41,0.39,0.31,0.93,0.55,0.81,0.9,0.46,0.15,0.12,0.16,0.26,0.62,0.65,0.09,0.91,0.01,0.29,0.39,0.51,0.59,0.09,0.11,0.13,0.14,0.84,0.13,0.42,0.31,0.34,0.33,0.41,0.25,0.37,0.79,0,0.17,0.35,0.28,0.5,0.38,0.71,0.67,0.18,0.1,0.1,0.13,0.27,0.31,0.35,0.32,0.55,0.39,0.32,0.05,0.17,0.13,0.34,0.33,0.54,0.41,0.02,0.26,0.97,0.32,0.03,0.22,0.29,0.26,0.36,0.91,0.13,0.02,0,0.1,0.05,0.5,0.21,0.06,0.17,0.11,0.01,0.02,0.85,0.5,1,0.19,1 +34,17,77930,Weehawkentownship,8,0,0.33,0.09,0.75,0.16,0.77,0.28,0.54,0.29,0.4,0.02,1,0.38,0.6,0.05,0.48,0.41,0.33,0.28,0.37,0.42,0.44,0.33,0.29,0.32,0.32,0.39,0.01,0.24,0.52,0.51,0.44,0.54,0.58,0.42,0.29,0.47,0.49,0.43,0.68,0.48,0.48,0.47,0.53,0.54,0.84,0.63,0.43,0.34,0.01,0.46,0.03,0.26,0.34,0.37,0.45,0.72,0.81,0.82,0.91,0.01,0.97,0.3,0.24,0.37,0.49,0.38,0.13,0.33,0.75,0,0.03,0.61,0.13,0.13,0.71,0,0.29,0.31,0.5,0.57,0.61,0.37,0.43,0.64,0.4,0.32,0.71,1,0.01,0,1,0.31,0.59,0.61,0.45,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,1,1,?,?,?,?,0,?,0.24 +48,?,?,CedarHillcity,8,0.02,0.64,0.28,0.7,0.11,0.15,0.39,0.5,0.23,0.09,0.03,1,0.49,0.9,0.16,0.45,0.11,0.1,0.14,0.44,0.34,0.35,0.34,0.04,0.23,0.4,0.4,0.01,0.08,0.14,0.22,0.45,0.18,0.81,0.37,0.41,0.25,0.51,0.33,0.2,0.46,0.41,0.61,0.81,0.81,0.84,0.73,0.73,0.74,0,0.03,0,0.31,0.35,0.52,0.61,0.07,0.07,0.09,0.1,0.87,0.08,0.21,0.24,0.69,0.67,0.64,0.77,0.15,0.2,0.5,0.02,0.74,0.77,0.05,0.27,0.94,0.08,0.15,0.18,0.17,0.15,0.43,0.42,0.44,0.49,0.52,0.66,0.51,0,0,0.09,0.64,0.21,0.58,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.05,0.06,?,?,?,?,0,?,0.04 +48,?,?,Lubbockcity,8,0.28,0.46,0.17,0.66,0.09,0.42,0.6,0.7,0.58,0.3,0.29,1,0.21,0.64,0.8,0.39,0.35,0.3,0.27,0.25,0.24,0.29,0.17,0.2,0.23,0.18,0.21,0.32,0.52,0.39,0.42,0.41,0.41,0.5,0.15,0.68,0.3,0.44,0.44,0.54,0.52,0.5,0.52,0.63,0.59,0.7,0.62,0.5,0.52,0.09,0.24,0.04,0.56,0.53,0.59,0.6,0.13,0.11,0.11,0.1,0.64,0.17,0.32,0.27,0.44,0.52,0.37,0.48,0.3,0.56,0,0.46,0.53,0.45,0.34,0.43,0.6,0.47,0.3,0.08,0.09,0.09,0.21,0.24,0.27,0.23,0.7,0.38,0.35,0.01,0.06,0.09,0.77,0.42,0.55,0.75,0.05,0.13,0.93,0.18,0.07,0.13,0.3,0.13,0.78,0.8,0.03,0.3,0,0.22,0.05,0.57,0.25,0.3,0.15,0.05,0.32,0.05,0.88,1,0.48,0.1,0.27 +22,?,?,Kennercity,8,0.1,0.55,0.35,0.66,0.1,0.18,0.47,0.54,0.33,0.18,0.11,1,0.31,0.75,0.19,0.36,0.23,0.27,0.25,0.3,0.26,0.3,0.19,0.11,0.3,0.26,0.34,0.09,0.37,0.3,0.38,0.33,0.44,0.6,0.17,0.36,0.27,0.42,0.55,0.41,0.63,0.62,0.66,0.6,0.58,0.65,0.57,0.54,0.48,0.05,0.34,0.04,0.24,0.24,0.37,0.45,0.13,0.12,0.16,0.18,0.78,0.11,0.36,0.34,0.6,0.7,0.46,0.54,0.26,0.43,0.5,0.12,0.67,0.5,0.81,0.45,0.75,0.26,0.18,0.15,0.14,0.15,0.28,0.27,0.28,0.32,0.51,0.5,0.25,0,0.04,0.23,0.74,0.58,0.71,0.76,0.01,0.14,0.98,0.17,0.02,0.14,0.32,0.14,0.74,0.84,0.26,0,0,0.18,0.02,0.5,0.42,0.04,0.4,0.12,0.11,0,0.74,0,0.53,0.04,0.5 +56,?,?,Sheridancity,8,0.01,0.29,0,0.97,0.03,0.04,0.4,0.36,0.22,0.55,0,0,0.2,0.41,0.57,0.49,0.61,0.3,0.52,0.24,0.24,0.24,0.08,0.1,0.13,0.2,0.25,0.01,0.28,0.29,0.34,0.26,0.35,0.45,0.1,0.61,0.39,0.33,0.73,0.28,0.62,0.69,0.38,0.55,0.65,0.6,0.62,0.7,0.7,0,0.14,0,0.14,0.18,0.17,0.3,0.02,0.02,0.02,0.03,0.95,0.05,0.16,0.13,0.3,0.34,0.25,0.6,0.08,0.61,0,0.03,0.61,0.58,0.1,0.46,0.4,0.25,0.48,0.08,0.08,0.08,0.14,0.15,0.17,0.17,0.47,0.34,0.42,0,0,0.05,0.45,0.49,0.63,0.57,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0,?,?,?,?,0,?,0.06 +6,?,?,Montebellocity,8,0.08,0.72,0.02,0.19,0.93,1,0.47,0.58,0.4,0.38,0.09,1,0.33,0.53,0.14,0.31,0.48,0.67,0.35,0.3,0.24,0.24,0.39,0.17,0.41,0.3,0.36,0.07,0.36,0.7,0.69,0.22,0.42,0.42,0.49,0.3,0.55,0.31,0.41,0.6,0.54,0.5,0.81,0.47,0.44,0.56,0.44,0.32,0.2,0.06,0.48,0.16,0.41,0.45,0.46,0.52,1,1,1,1,0,1,0.79,0.77,0.78,0.75,0.8,0.33,1,0.73,0,0.03,0.91,0.36,0.17,0.3,0.48,0.18,0.4,0.53,0.56,0.59,0.56,0.55,0.59,0.53,0.78,0.56,0.12,0,0,1,0.46,0.6,0.83,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.6,0.33,?,?,?,?,0,?,0.53 +1,?,?,Jaspercity,8,0.01,0.37,0.28,0.77,0.02,0.01,0.39,0.37,0.23,0.62,0,0,0.18,0.23,0.36,0.38,0.73,0.41,0.53,0.26,0.26,0.26,0.24,0,0.07,0,0.07,0.02,0.43,0.48,0.62,0.26,0.32,0.23,0.25,0.49,0.5,0.4,0.54,0.24,0.52,0.56,0.4,0.62,0.56,0.53,0.69,0.45,0.37,0.01,0.23,0,0.65,0.48,0.45,0.43,0.03,0.02,0.02,0.02,0.98,0.03,0.15,0.15,0.36,0.37,0.34,0.63,0.1,0.48,0.5,0.02,0.69,0.62,0.08,0.58,0.58,0.48,0.53,0.08,0.09,0.11,0.03,0.1,0.11,0.15,0.54,0.13,0.46,0,0,0.02,0.87,0.62,0.79,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.05,0.03,?,?,?,?,0,?,0.53 +40,?,?,Edmondcity,8,0.07,0.51,0.06,0.88,0.12,0.03,0.48,0.52,0.34,0.18,0.08,0.98,0.43,0.74,0.53,0.57,0.23,0.12,0.3,0.44,0.41,0.42,0.2,0.21,0.23,0.36,0.33,0.03,0.18,0.08,0.14,0.71,0.2,0.69,0.14,0.58,0.16,0.67,0.31,0.33,0.42,0.38,0.5,0.77,0.81,0.78,0.7,0.42,0.49,0.01,0.09,0.01,0.76,0.89,0.85,0.76,0.16,0.17,0.15,0.12,0.92,0.03,0.12,0.13,0.52,0.58,0.38,0.66,0.09,0.31,0.5,0.1,0.64,0.62,0.03,0.49,0.81,0.13,0.11,0.15,0.16,0.2,0.23,0.26,0.31,0.29,0.48,0.41,0.28,0,0,0.09,0.56,0.4,0.53,0.55,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.25,0.05,0.02,?,?,?,?,0,?,0.07 +55,27,5900,BeaverDamcity,8,0.01,0.34,0,0.98,0.03,0.02,0.36,0.4,0.22,0.6,0,0,0.24,0.51,0.26,0.65,0.61,0.28,0.52,0.26,0.24,0.23,1,0.25,0.24,0.16,0.16,0.01,0.18,0.42,0.41,0.22,0.23,0.51,0.71,0.36,0.75,0.24,0.42,0.3,0.39,0.42,0.42,0.7,0.74,0.72,0.7,0.77,0.74,0,0.14,0,0.21,0.15,0.19,0.26,0.01,0.01,0.01,0.01,0.95,0.02,0.14,0.13,0.36,0.46,0.22,0.62,0.05,0.44,0.5,0.01,0.86,0.56,0,0.39,0.17,0.1,0.25,0.09,0.07,0.07,0.21,0.22,0.24,0.24,0.33,0.42,0.69,0,0,0.03,0.91,0.59,0.78,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.25,0.01,?,?,?,?,0,?,0.11 +53,?,?,Kelsocity,8,0,0.39,0.01,0.92,0.07,0.06,0.47,0.51,0.34,0.39,0.02,1,0.2,0.45,0,0.31,0.45,0.67,0.47,0.22,0.19,0.18,0.22,0.15,0.05,0.29,0.31,0.02,0.54,0.34,0.47,0.12,0.69,0.31,0.56,0.3,0.71,0.19,0.88,0.37,0.84,0.89,0.42,0.41,0.44,0.23,0.48,0.14,0.11,0.01,0.44,0,0.31,0.57,0.49,0.5,0.07,0.11,0.08,0.08,0.92,0.08,0.22,0.2,0.4,0.38,0.44,0.4,0.24,0.62,0,0.01,0.82,0.42,0.49,0.53,0.29,0.51,0.83,0.07,0.07,0.07,0.16,0.18,0.18,0.15,0.41,0.11,0.26,0,0,0.09,0.52,0.45,0.65,0.61,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.13,0.02,?,?,?,?,0,?,0.31 +35,?,?,Roswellcity,8,0.06,0.49,0.05,0.72,0.04,0.68,0.5,0.47,0.32,0.53,0,0,0.17,0.35,0.56,0.37,0.63,0.51,0.54,0.17,0.19,0.22,0.12,0.1,0.2,0.18,0.21,0.08,0.57,0.5,0.53,0.23,0.4,0.31,0.36,0.45,0.52,0.36,0.57,0.35,0.63,0.63,0.53,0.52,0.48,0.48,0.59,0.44,0.44,0.03,0.26,0.02,0.22,0.28,0.39,0.43,0.1,0.11,0.14,0.14,0.54,0.27,0.38,0.36,0.5,0.47,0.55,0.61,0.32,0.47,0.5,0.11,0.53,0.63,0.42,0.78,0.46,0.68,0.26,0.05,0.05,0.07,0.15,0.19,0.2,0.19,0.62,0.34,0.37,0.01,0,0.19,0.47,0.51,0.62,0.56,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.13,0,?,?,?,?,0,?,0.34 +51,550,16000,Chesapeakecity,8,0.23,0.58,0.53,0.55,0.08,0.02,0.43,0.5,0.29,0.25,0.23,0.96,0.4,0.73,0.2,0.36,0.3,0.24,0.6,0.37,0.3,0.33,0.27,0.33,0.23,0.37,0.45,0.12,0.23,0.27,0.39,0.26,0.23,0.63,0.32,0.37,0.34,0.41,0.48,0.33,0.48,0.49,0.56,0.67,0.62,0.68,0.6,0.6,0.64,0.1,0.33,0.02,0.25,0.27,0.3,0.33,0.03,0.03,0.03,0.03,0.95,0.03,0.25,0.27,0.61,0.6,0.57,0.69,0.13,0.31,0.5,0.2,0.73,0.69,0.61,0.39,0.75,0.25,0.25,0.19,0.19,0.19,0.3,0.34,0.37,0.37,0.51,0.62,0.42,0,0,0.05,0.58,0.48,0.44,0.61,0.04,0.12,0.95,0.15,0.06,0.13,0.31,0.12,0.62,0.82,0.27,0.01,0.07,0.2,0.04,0.36,0.03,0.99,0.04,0.06,0.24,0.02,0.71,1,0.47,0.05,0.18 +6,?,?,RanchoCucamongacity,8,0.15,0.62,0.11,0.68,0.33,0.37,0.46,0.53,0.31,0.13,0.16,1,0.57,0.8,0.24,0.38,0.17,0.21,0.27,0.54,0.41,0.43,0.39,0.32,0.36,0.38,0.43,0.05,0.13,0.15,0.22,0.33,0.28,0.69,0.41,0.3,0.3,0.48,0.43,0.37,0.51,0.49,0.69,0.75,0.76,0.82,0.7,0.41,0.41,0.03,0.14,0.08,0.28,0.39,0.44,0.49,0.22,0.26,0.27,0.28,0.68,0.17,0.38,0.39,0.69,0.74,0.53,0.68,0.25,0.34,0.5,0.14,0.7,0.65,0.07,0.14,0.9,0.08,0.09,0.47,0.47,0.51,0.67,0.63,0.75,0.64,0.6,0.81,0.24,0,0.08,0.33,0.55,0.29,0.35,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.22,0.03,?,?,?,?,0,?,0.14 +16,?,?,IdahoFallscity,8,0.05,0.48,0.01,0.93,0.07,0.08,0.49,0.51,0.31,0.32,0.07,1,0.3,0.68,0.44,0.51,0.36,0.23,0.4,0.31,0.27,0.26,0.3,0.16,0.35,0.21,0.22,0.04,0.27,0.17,0.26,0.41,0.27,0.59,0.19,0.68,0.29,0.59,0.49,0.33,0.5,0.51,0.6,0.73,0.78,0.77,0.72,0.44,0.5,0.01,0.08,0.01,0.21,0.34,0.5,0.47,0.04,0.05,0.07,0.06,0.92,0.06,0.49,0.44,0.52,0.6,0.38,0.62,0.15,0.46,0.5,0.04,0.82,0.58,0.17,0.41,0.5,0.29,0.08,0.11,0.11,0.12,0.19,0.21,0.23,0.21,0.29,0.17,0.21,0.02,0,0.07,0.55,0.49,0.57,0.47,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.25,0.95,?,?,?,?,0,?,0.14 +55,45,53750,Monroecity,8,0,0.27,0,1,0.02,0,0.34,0.4,0.23,0.58,0,0,0.25,0.53,0.64,0.65,0.61,0.27,0.31,0.28,0.33,0.31,0.09,0.11,0,0,0.28,0.01,0.16,0.39,0.36,0.22,0.22,0.61,0.59,0.46,0.61,0.32,0.54,0.31,0.47,0.52,0.36,0.64,0.72,0.7,0.65,0.89,0.91,0,0.09,0,0,0,0,0,0,0,0,0,0.94,0.03,0.13,0.11,0.29,0.37,0.17,0.62,0.03,0.48,0.5,0.01,0.89,0.56,0,0.41,0.44,0.12,0.07,0.11,0.09,0.08,0.2,0.2,0.19,0.19,0.33,0.49,0.42,0.01,0,0.04,0.8,0.61,0.76,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.21,0,?,?,?,?,0,?,0.03 +9,11,80280,Waterfordtown,8,0.01,0.4,0.04,0.94,0.08,0.03,0.28,0.34,0.21,0.61,0.03,0.92,0.54,0.56,0.22,0.73,0.57,0.12,0.82,0.52,0.49,0.48,0.34,0.06,0.58,0.99,0.89,0,0.07,0.25,0.3,0.35,0.24,0.5,0.48,0.52,0.26,0.54,0.37,0.35,0.33,0.36,0.36,0.78,0.75,0.93,0.74,0.55,0.51,0,0.09,0.01,0.05,0.06,0.12,0.13,0.02,0.02,0.03,0.04,0.9,0.03,0.14,0.14,0.4,0.39,0.32,0.85,0.03,0.33,0.5,0.02,0.8,0.84,0.23,0.7,0.38,0.02,0.11,0.4,0.4,0.41,0.49,0.54,0.63,0.57,0.4,0.45,0.25,0.01,0,0.15,0.63,0.77,0.85,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.04,0.04,?,?,?,?,0,?,0.14 +12,?,?,HainesCitycity,8,0,0.49,0.77,0.36,0.01,0.15,0.4,0.45,0.27,0.61,0,0,0.14,0.41,0.35,0.24,0.73,0.38,0.49,0.12,0.13,0.19,0.16,0,0.16,0.13,0.14,0.02,0.55,0.78,0.83,0.11,0.93,0.28,0.12,0.22,0.57,0.16,0.64,0.36,0.62,0.65,0.51,0.27,0.23,0.34,0.33,0.52,0.52,0.02,0.63,0,0.24,0.41,0.5,0.58,0.08,0.11,0.12,0.13,0.87,0.13,0.44,0.42,0.53,0.42,0.68,0.45,0.37,0.63,0,0.04,0.28,0.52,0.14,0.46,0.71,0.98,0.07,0.06,0.05,0.05,0.09,0.14,0.16,0.17,0.5,0.29,0.5,0,0,0.13,0.44,0.57,0.73,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.12,0.1,?,?,?,?,0,?,0.45 +39,49,6278,Bexleycity,8,0,0.49,0.07,0.94,0.04,0.01,0.59,0.47,0.41,0.42,0.02,1,0.6,0.56,0.3,0.84,0.44,0.05,0.41,0.67,0.81,0.81,0.31,0.68,0.21,0.65,0.45,0.01,0.13,0.03,0.05,0.96,0.1,0.6,0.16,0.86,0.1,0.87,0.16,0.46,0.31,0.26,0.48,0.79,0.86,0.8,0.73,0.59,0.63,0,0.07,0,0.35,0.41,0.38,0.36,0.11,0.11,0.09,0.08,0.9,0.01,0.13,0.13,0.45,0.51,0.23,0.79,0.03,0.23,0.5,0.01,0.85,0.74,0.11,0.46,0.06,0.01,0,0.26,0.28,0.38,0.33,0.35,0.41,0.36,0.38,0.25,0.39,0,0,0.13,0.7,0.63,0.67,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.45,0.16,?,?,?,?,0,?,0.12 +35,?,?,Gallupcity,8,0.01,0.67,0.02,0.23,0.07,0.64,0.46,0.49,0.27,0.21,0,0,0.25,0.69,0.28,0.28,0.27,0.4,0.23,0.23,0.18,0.28,0.6,0.11,0.42,0.25,0.28,0.04,0.61,0.38,0.43,0.25,0.35,0.57,0.09,0.51,0.3,0.45,0.55,0.45,0.6,0.6,0.74,0.45,0.47,0.35,0.59,0.51,0.55,0.03,0.66,0.01,0.3,0.35,0.38,0.46,0.1,0.1,0.1,0.11,0.29,0.24,0.61,0.59,0.69,0.71,0.63,0.53,0.55,0.48,0.5,0.02,0.7,0.52,0.32,0.41,0.67,0.87,0.45,0.13,0.13,0.13,0.13,0.19,0.21,0.2,0.36,0.35,0.31,0.05,0.04,0.14,0.62,0.47,0.65,0.57,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.14,0.01,?,?,?,?,0,?,0.66 +40,?,?,BrokenArrowcity,8,0.08,0.62,0.06,0.88,0.06,0.04,0.44,0.47,0.22,0.13,0.09,1,0.43,0.82,0.36,0.48,0.18,0.14,0.23,0.39,0.3,0.29,0.22,0.23,0.26,0.34,0.33,0.03,0.16,0.11,0.15,0.39,0.19,0.73,0.33,0.41,0.27,0.48,0.29,0.19,0.39,0.36,0.61,0.83,0.86,0.87,0.78,0.49,0.5,0.01,0.08,0.01,0.23,0.3,0.34,0.44,0.03,0.04,0.04,0.05,0.94,0.02,0.19,0.22,0.68,0.66,0.63,0.71,0.1,0.17,0.5,0.06,0.78,0.71,0.12,0.6,0.81,0.13,0.14,0.14,0.12,0.12,0.28,0.32,0.35,0.36,0.4,0.42,0.19,0,0,0.06,0.47,0.41,0.52,0.5,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.12,0,?,?,?,?,0,?,0.07 +24,?,?,Laurelcity,8,0.02,0.24,0.27,0.69,0.31,0.05,0.18,0.65,0.3,0.19,0.03,1,0.53,0.9,0.04,0.56,0.14,0.09,0.28,0.52,0.57,0.58,0.49,0.22,0.37,0.38,0.52,0.01,0.08,0.12,0.21,0.59,0.07,0.96,0.17,0.45,0.17,0.65,0.72,0.56,0.71,0.74,0.31,0.58,0.61,0.76,0.55,0.78,0.81,0.01,0.46,0.01,0.36,0.43,0.5,0.62,0.18,0.19,0.2,0.22,0.86,0.07,0.11,0.08,0.26,0.28,0.28,0.42,0.13,0.62,0,0.02,0.79,0.42,0.08,0.19,0.79,0.1,0.05,0.31,0.28,0.26,0.62,0.56,0.62,0.54,0.36,0.63,0.15,0,0,0.21,0.26,0.15,0.26,0.27,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.51,0.25,?,?,?,?,0,?,0.26 +48,?,?,Missioncity,8,0.03,0.85,0,0.63,0.01,1,0.61,0.56,0.38,0.48,0.05,1,0.1,0.29,0.64,0.28,0.7,0.81,0.46,0.08,0.06,0.07,0.29,0.6,0.01,0.14,0.18,0.1,1,1,0.84,0.18,0.84,0.11,0.18,0.44,0.45,0.27,0.19,0.39,0.34,0.28,0.96,0.62,0.58,0.65,0.63,0.25,0.15,0.01,0.15,0.04,0.3,0.31,0.35,0.42,0.45,0.42,0.43,0.48,0,1,0.96,1,0.92,0.85,0.99,0.63,1,0.66,0,0.12,0.04,0.67,0.2,0.29,0.79,0.68,1,0.04,0.04,0.06,0,0.07,0.11,0.07,0.55,0.47,0.36,0,0,0.65,0.59,0.71,0.8,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.17,0.02,?,?,?,?,0,?,0.07 +55,117,72975,Sheboygancity,8,0.06,0.37,0,0.92,0.24,0.04,0.35,0.45,0.26,0.55,0.08,1,0.26,0.48,0.19,0.6,0.58,0.35,0.49,0.3,0.26,0.26,0.12,0.07,0.07,0.25,0.28,0.04,0.24,0.39,0.42,0.2,0.31,0.54,0.89,0.3,0.8,0.27,0.42,0.37,0.36,0.4,0.44,0.7,0.74,0.75,0.67,0.64,0.74,0.02,0.15,0.02,0.69,0.62,0.66,0.63,0.24,0.19,0.18,0.16,0.85,0.14,0.2,0.18,0.38,0.45,0.3,0.57,0.09,0.5,0.5,0.05,0.85,0.54,0.08,0.58,0.17,0.17,0.37,0.1,0.08,0.07,0.19,0.21,0.22,0.21,0.3,0.28,0.44,0.01,0,0.14,0.86,0.62,0.83,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.31,0.13,?,?,?,?,0,?,0.06 +47,?,?,JohnsonCitycity,8,0.06,0.36,0.11,0.9,0.04,0.01,0.52,0.56,0.48,0.51,0.08,1,0.19,0.45,0.3,0.42,0.55,0.41,0.45,0.26,0.27,0.27,0.2,0.15,0.2,0.19,0.34,0.07,0.45,0.47,0.5,0.41,0.41,0.37,0.44,0.55,0.39,0.47,0.61,0.46,0.53,0.59,0.34,0.57,0.58,0.56,0.58,0.37,0.36,0.02,0.16,0.01,0.64,0.63,0.56,0.5,0.07,0.06,0.05,0.04,0.97,0.02,0.12,0.1,0.29,0.37,0.23,0.51,0.06,0.57,0,0.08,0.71,0.47,0.87,0.44,0.56,0.55,0.14,0.09,0.1,0.12,0.12,0.15,0.18,0.15,0.45,0.23,0.26,0.03,0,0.04,0.63,0.49,0.54,0.59,0.01,0.2,0.98,0.23,0.01,0.13,0.2,0.2,0.89,0.97,0.04,0,0,0.03,0,0.43,0.09,0.09,0.13,0.05,0.09,0.01,0.63,0,0,0.12,0.1 +39,?,?,Greenvillecity,8,0,0.33,0.01,0.98,0.02,0.01,0.33,0.36,0.22,0.69,0,0,0.19,0.39,0.48,0.51,0.68,0.28,0.63,0.23,0.22,0.21,0.1,0.13,0.56,0.19,0.1,0.01,0.28,0.33,0.48,0.16,0.44,0.34,0.77,0.36,0.82,0.29,0.59,0.22,0.54,0.59,0.35,0.58,0.64,0.63,0.61,0.63,0.74,0,0.09,0,0.47,0.46,0.52,0.51,0.04,0.03,0.03,0.03,0.96,0.04,0.14,0.12,0.3,0.31,0.3,0.61,0.04,0.51,0.5,0.01,0.84,0.61,0.28,0.51,0.33,0.36,0.18,0.08,0.08,0.08,0.13,0.15,0.14,0.17,0.4,0.12,0.22,0,0,0.03,0.85,0.57,0.81,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.22,0.02,?,?,?,?,0,?,0.04 +48,?,?,DeSotocity,8,0.03,0.54,0.41,0.64,0.07,0.09,0.46,0.47,0.27,0.17,0.05,1,0.56,0.87,0.45,0.48,0.16,0.1,0.28,0.54,0.44,0.46,0.38,0.3,0.67,0.32,0.46,0.01,0.09,0.11,0.18,0.47,0.22,0.8,0.28,0.37,0.22,0.58,0.4,0.25,0.5,0.47,0.52,0.74,0.76,0.82,0.75,0.79,0.84,0.01,0.15,0.01,0.13,0.18,0.21,0.36,0.03,0.03,0.03,0.05,0.91,0.04,0.17,0.19,0.58,0.64,0.42,0.68,0.13,0.28,0.5,0.05,0.69,0.64,0.02,0.4,0.88,0.16,0.16,0.23,0.21,0.21,0.4,0.37,0.43,0.38,0.33,0.58,0.39,0,0,0.08,0.69,0.38,0.66,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.12,0.04,?,?,?,?,0,?,0.11 +37,?,?,Ashevillecity,8,0.08,0.24,0.39,0.68,0.04,0.01,0.33,0.39,0.27,0.66,0.1,1,0.18,0.34,0.13,0.4,0.7,0.38,0.59,0.22,0.27,0.3,0.22,0.21,0.2,0.21,0.33,0.09,0.42,0.32,0.43,0.36,0.33,0.38,0.39,0.5,0.44,0.43,0.7,0.39,0.66,0.71,0.29,0.37,0.38,0.47,0.38,0.62,0.67,0.05,0.38,0.01,0.2,0.23,0.32,0.43,0.03,0.03,0.04,0.04,0.94,0.05,0.13,0.11,0.23,0.27,0.22,0.49,0.07,0.58,0,0.14,0.63,0.47,0.16,0.53,0.4,0.29,0.25,0.09,0.09,0.12,0.13,0.2,0.22,0.21,0.49,0.46,0.54,0.1,0.04,0.06,0.63,0.51,0.63,0.57,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.15,0.15,?,?,?,?,0,?,0.29 +39,61,27706,ForestParkcity,8,0.01,0.54,0.85,0.3,0.08,0.01,0.52,0.57,0.37,0.17,0.03,1,0.42,0.82,0.21,0.46,0.26,0.19,0.38,0.39,0.34,0.37,0.36,0,0.22,0.02,0.4,0.01,0.13,0.12,0.24,0.38,0.3,0.71,0.48,0.38,0.38,0.49,0.42,0.42,0.55,0.51,0.6,0.64,0.63,0.83,0.59,0.82,0.85,0.01,0.31,0,0.33,0.36,0.48,0.41,0.05,0.04,0.05,0.04,0.93,0.06,0.33,0.33,0.59,0.71,0.37,0.66,0.06,0.27,0.5,0.02,0.81,0.59,0.02,0.76,0.63,0.05,0.11,0.14,0.12,0.1,0.46,0.42,0.44,0.44,0.37,0.32,0.11,0,0,0.06,0.64,0.61,0.74,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.25,0.21,?,?,?,?,0,?,0.13 +55,141,88200,WisconsinRapidscity,8,0.01,0.32,0,0.96,0.1,0.01,0.3,0.41,0.25,0.61,0,0,0.23,0.38,0.09,0.63,0.67,0.41,0.6,0.26,0.27,0.26,0.23,0.09,0.13,0.01,0.17,0.02,0.29,0.38,0.36,0.18,0.45,0.34,0.78,0.3,0.63,0.23,0.45,0.32,0.45,0.47,0.38,0.58,0.66,0.66,0.58,0.37,0.38,0.01,0.2,0,0.27,0.45,0.51,0.5,0.03,0.04,0.04,0.04,0.95,0.06,0.16,0.14,0.33,0.36,0.3,0.59,0.07,0.52,0.5,0.01,0.88,0.58,0.03,0.4,0.35,0.16,0.21,0.07,0.05,0.05,0.17,0.2,0.21,0.2,0.38,0.11,0.44,0,0,0.04,0.92,0.63,0.81,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.13,0,?,?,?,?,0,?,0.11 +39,35,71416,SevenHillscity,8,0,0.47,0,0.97,0.11,0.01,0.3,0.3,0.23,0.77,0.02,1,0.5,0.43,0.08,0.86,0.83,0.06,1,0.48,0.41,0.39,0.26,0.14,0.82,0,0.66,0,0.04,0.25,0.37,0.26,0.24,0.34,0.44,0.34,0.35,0.41,0.07,0.32,0.05,0.06,0.42,0.93,0.91,0.98,0.85,0.31,0.35,0,0.02,0.01,0.05,0.04,0.09,0.11,0.03,0.03,0.06,0.06,0.7,0.15,0.19,0.22,0.53,0.49,0.49,1,0.01,0,0.5,0,1,1,0.16,0.59,0.54,0.01,0.21,0.26,0.24,0.21,0.37,0.37,0.54,0.38,0.27,0.2,0.29,0,0,0.32,0.81,0.99,0.95,0.93,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.21,0.14,?,?,?,?,0,?,0.02 +34,29,38550,Lakewoodtownship,8,0.06,0.49,0.27,0.69,0.09,0.19,0.35,0.42,0.26,0.67,0.07,0.98,0.29,0.19,0.09,0.54,0.77,0.34,0.66,0.33,0.27,0.29,0.25,0.09,0.28,0.2,0.29,0.06,0.42,0.39,0.47,0.26,0.46,0.22,0.31,0.53,0.43,0.41,0.33,0.39,0.34,0.35,0.66,0.66,0.7,0.82,0.61,0.3,0.34,0.04,0.41,0.03,0.23,0.25,0.26,0.26,0.17,0.16,0.16,0.14,0.62,0.19,0.59,0.47,0.47,0.41,0.58,0.54,0.25,0.69,0,0.08,0.65,0.59,0.17,0.69,0.65,0.21,0.18,0.21,0.25,0.27,0.48,0.48,0.56,0.49,1,0.74,1,0.06,0.01,0.31,0.48,0.64,0.61,0.69,0.01,0.19,0.98,0.23,0.02,0.15,0.26,0.19,0.82,0.81,0.16,0.14,0,0.19,0.02,0.36,0.17,0.07,0.15,0.22,0.02,0.02,0.78,1,0.66,0.23,0.24 +45,?,?,Columbiacity,8,0.14,0.56,0.85,0.29,0.09,0.03,0.76,0.83,0.77,0.37,0.15,0.98,0.19,0.54,0.23,0.39,0.46,0.35,0.46,0.22,0.24,0.38,0.18,0.22,0.16,0.22,0.29,0.15,0.56,0.31,0.41,0.51,0.35,0.46,0.13,0.72,0.25,0.55,0.59,0.86,0.54,0.58,0.43,0.26,0.23,0.42,0.23,0.72,0.66,0.13,0.78,0.02,0.7,0.74,0.75,0.7,0.16,0.15,0.14,0.12,0.9,0.04,0.27,0.19,0.29,0.29,0.36,0.29,0.2,0.64,0,0.16,0.67,0.31,0.29,0.4,0.4,0.45,0.23,0.13,0.14,0.17,0.16,0.22,0.26,0.25,0.58,0.41,0.28,0.12,0.09,0.09,0.62,0.33,0.36,0.36,0.04,0.24,0.95,0.26,0.09,0.34,0.47,0.24,0,0.06,0.02,0.01,0,0.02,0.18,0.14,0.17,0.34,0.07,0.27,0.26,0.04,0.56,0.5,1,0.19,0.87 +48,?,?,Rowlettcity,9,0.02,0.66,0.1,0.86,0.08,0.11,0.33,0.46,0.16,0.05,0.04,1,0.6,0.92,0.14,0.53,0.09,0.07,0.14,0.53,0.41,0.41,0.39,0.23,0.42,0.35,0.45,0,0.05,0.07,0.14,0.44,0.14,0.87,0.42,0.32,0.23,0.56,0.29,0.12,0.29,0.3,0.61,0.92,0.91,0.91,0.82,0.73,0.72,0,0.1,0,0.22,0.37,0.46,0.53,0.05,0.07,0.08,0.09,0.89,0.07,0.2,0.24,0.73,0.68,0.79,0.88,0.12,0.06,0.5,0.03,0.71,0.89,0.15,0.68,0.94,0.06,0.06,0.22,0.19,0.17,0.43,0.5,0.58,0.61,0.33,0.64,0.28,0,0,0.09,0.62,0.28,0.55,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.1,0.07,?,?,?,?,0,?,0.14 +24,?,?,Cumberlandcity,9,0.02,0.26,0.09,0.93,0.03,0.01,0.35,0.36,0.26,0.74,0.04,1,0.08,0.1,0.07,0.36,0.84,0.73,0.66,0.12,0.2,0.19,0.17,0.29,0.66,0.03,0.83,0.05,0.7,0.48,0.56,0.16,0.72,0.12,0.21,0.62,0.47,0.32,0.63,0.36,0.63,0.66,0.33,0.35,0.4,0.19,0.32,0.34,0.28,0.02,0.26,0,0.16,0.12,0.12,0.17,0.01,0.01,0.01,0.01,0.97,0.02,0.14,0.12,0.26,0.29,0.27,0.46,0.03,0.49,0.5,0.06,0.58,0.45,0.32,0.85,0,0.37,0.18,0.04,0.04,0.05,0.08,0.11,0.12,0.1,0.59,0.27,0.47,0.02,0,0.03,0.76,0.62,0.84,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.24,0.08,?,?,?,?,0,?,0.46 +6,?,?,Alamedacity,9,0.11,0.43,0.13,0.54,1,0.17,0.37,0.54,0.4,0.37,0.12,1,0.44,0.6,0.2,0.6,0.35,0.28,0.52,0.45,0.5,0.56,0.33,0.36,0.35,0.39,0.46,0.04,0.17,0.14,0.18,0.5,0.17,0.7,0.23,0.45,0.24,0.6,0.57,0.6,0.69,0.64,0.42,0.55,0.61,0.72,0.51,0.64,0.61,0.03,0.23,0.09,0.31,0.37,0.47,0.49,0.37,0.39,0.45,0.44,0.61,0.22,0.24,0.18,0.32,0.35,0.36,0.32,0.29,0.71,0,0.08,0.83,0.33,0.05,0.19,0.33,0.08,0.24,0.69,0.72,0.77,0.63,0.62,0.69,0.6,0.53,0.76,0.17,0.02,0,0.51,0.38,0.34,0.38,0.35,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.59,0.81,?,?,?,?,0,?,0.25 +25,5,49970,Nortontown,9,0.01,0.66,0.03,0.96,0.06,0.02,0.64,0.61,0.48,0.23,0,0.17,0.53,0.8,0.3,0.45,0.32,0.26,0.36,0.49,0.37,0.35,0.52,0.26,0.52,0.27,0.48,0.01,0.13,0.17,0.27,0.35,0.29,0.68,0.56,0.5,0.36,0.43,0.37,0.44,0.35,0.38,0.55,0.73,0.77,0.8,0.77,0.41,0.5,0,0.11,0,0.2,0.17,0.16,0.16,0.05,0.04,0.03,0.03,0.91,0.02,0.2,0.21,0.58,0.61,0.41,0.78,0.06,0.51,0.5,0.01,0.85,0.74,0.07,0.67,0.6,0.04,0.33,0.37,0.35,0.32,0.24,0.43,0.54,0.47,0.28,0.54,0.43,0,0,0.11,0.75,0.6,0.53,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.04,0.16,?,?,?,?,0,?,0.08 +49,?,?,BrighamCitycity,9,0.01,0.71,0,0.92,0.05,0.09,0.52,0.46,0.24,0.34,0,0,0.37,0.63,0.7,0.5,0.49,0.21,0.67,0.34,0.23,0.22,0,0.09,0.25,0.4,0.37,0.01,0.17,0.13,0.26,0.35,0.45,0.47,0.9,0.3,0.35,0.53,0.28,0.24,0.31,0.3,0.84,0.82,0.88,0.83,0.79,0.34,0.31,0,0.04,0,0,0,0,0.11,0,0,0,0.01,0.92,0.05,0.95,0.95,0.76,0.81,0.55,0.75,0.18,0.29,0.5,0.01,0.8,0.71,0.14,0.47,0.48,0.2,0.07,0.14,0.12,0.11,0.16,0.18,0.18,0.2,0.08,0.17,0.21,0.01,0,0.05,0.71,0.7,0.75,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.1,0.04,?,?,?,?,0,?,0.04 +5,?,?,ForrestCitycity,9,0.01,0.52,1,0.12,0.03,0.01,0.53,0.48,0.28,0.45,0,0,0.04,0.21,0.49,0.13,0.61,1,0.26,0.06,0.07,0.2,0.11,0.19,0.69,0,0.32,0.05,1,0.69,0.68,0.18,1,0.14,0.38,0.56,0.54,0.37,0.54,0.42,0.71,0.68,0.64,0.17,0.17,0.18,0.2,0.63,0.48,0.03,0.76,0,0.76,0.56,0.82,0.7,0.03,0.02,0.03,0.02,0.97,0.03,0.5,0.46,0.54,0.52,0.57,0.38,0.33,0.51,0.5,0.02,0.66,0.41,0.64,0.53,0.6,0.99,1,0.04,0.04,0.05,0,0.06,0.06,0.11,0.91,0.53,0.85,0,0,0.01,0.82,0.61,0.84,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.08,0.02,?,?,?,?,0,?,0.54 +4,?,?,Chandlercity,9,0.13,0.55,0.05,0.78,0.14,0.32,0.37,0.55,0.27,0.12,0.14,0.99,0.44,0.85,0.22,0.39,0.16,0.17,0.24,0.4,0.33,0.34,0.34,0.13,0.38,0.24,0.29,0.08,0.25,0.19,0.23,0.42,0.25,0.78,0.53,0.31,0.31,0.5,0.48,0.35,0.57,0.55,0.61,0.7,0.71,0.76,0.61,0.55,0.54,0.03,0.16,0.04,0.37,0.47,0.57,0.62,0.18,0.2,0.22,0.22,0.73,0.21,0.33,0.33,0.6,0.62,0.55,0.62,0.29,0.47,0.5,0.18,0.59,0.62,0.1,0.31,0.92,0.28,0.18,0.21,0.19,0.18,0.39,0.38,0.44,0.4,0.45,0.64,0.31,0,0.03,0.21,0.27,0.22,0.49,0.24,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.14,0.16,0.04,?,?,?,?,0,?,0.09 +32,?,?,Sparkscity,9,0.07,0.41,0.05,0.83,0.27,0.16,0.39,0.49,0.31,0.29,0.08,1,0.34,0.75,0.13,0.35,0.32,0.14,0.35,0.36,0.32,0.32,0.31,0.21,0.26,0.34,0.36,0.03,0.18,0.17,0.29,0.24,0.26,0.74,0.17,0.26,0.37,0.32,0.8,0.38,0.82,0.84,0.44,0.59,0.62,0.75,0.61,0.83,0.87,0.02,0.15,0.03,0.38,0.47,0.52,0.59,0.21,0.23,0.23,0.24,0.81,0.14,0.22,0.2,0.44,0.48,0.41,0.45,0.23,0.56,0,0.06,0.81,0.44,0.12,0.13,0.75,0.25,0.11,0.24,0.21,0.19,0.41,0.39,0.46,0.43,0.5,0.56,0.37,0.02,0.01,0.23,0.23,0.28,0.54,0.3,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.31,0.15,?,?,?,?,0,?,0.2 +36,57,2066,Amsterdamcity,9,0.02,0.29,0.03,0.9,0.03,0.21,0.3,0.38,0.24,0.81,0,0,0.17,0.24,0.11,0.55,0.84,0.33,0.69,0.24,0.23,0.23,0.41,0,0.35,0.2,0.26,0.02,0.35,0.43,0.55,0.18,0.6,0.3,0.54,0.48,0.56,0.33,0.47,0.42,0.46,0.48,0.37,0.45,0.48,0.4,0.49,0.48,0.54,0.01,0.27,0.01,0.25,0.33,0.31,0.3,0.11,0.12,0.1,0.09,0.64,0.16,0.19,0.16,0.31,0.34,0.32,0.39,0.08,0.38,0.5,0.04,0.7,0.39,0.16,0.76,0,0.4,0.38,0.13,0.13,0.13,0.11,0.15,0.15,0.18,0.4,0.28,0.61,0,0,0.18,0.86,0.71,0.79,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.29,0.15,?,?,?,?,0,?,0.02 +36,69,12144,Canandaiguacity,9,0,0.32,0.02,0.98,0.02,0.01,0.36,0.47,0.32,0.54,0,0,0.28,0.46,0.22,0.52,0.62,0.36,0.57,0.31,0.31,0.3,0.5,0.1,0.07,0.1,0.29,0.01,0.25,0.26,0.34,0.34,0.43,0.49,0.43,0.57,0.41,0.43,0.61,0.48,0.63,0.65,0.4,0.51,0.56,0.51,0.4,0.54,0.64,0,0.2,0,0,0.1,0.08,0.07,0,0.01,0.01,0.01,0.93,0.03,0.12,0.1,0.32,0.43,0.25,0.43,0.04,0.57,0,0.01,0.75,0.39,0.08,0.6,0.4,0.16,0.33,0.18,0.17,0.19,0.32,0.32,0.33,0.33,0.48,0.38,0.28,0,0,0.06,0.86,0.49,0.6,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.19,0.04,?,?,?,?,0,?,0.04 +42,3,8416,Brentwoodborough,9,0,0.28,0,1,0.02,0.01,0.26,0.41,0.23,0.68,0.02,1,0.27,0.38,0.06,0.65,0.66,0.15,0.72,0.33,0.28,0.26,0.58,0.35,0.16,0.31,0.38,0,0.14,0.23,0.31,0.25,0.26,0.42,0.19,0.37,0.32,0.34,0.39,0.38,0.41,0.42,0.4,0.7,0.76,0.89,0.59,0.36,0.35,0,0.03,0,0.08,0.11,0.17,0.17,0.01,0.01,0.02,0.02,0.93,0.04,0.16,0.13,0.31,0.43,0.1,0.67,0.02,0.53,0.5,0.01,0.89,0.58,0.05,0.48,0.13,0.04,0,0.1,0.08,0.06,0.26,0.24,0.23,0.23,0.53,0.39,0.64,0,0,0.05,0.97,0.79,0.95,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.63,1,?,?,?,?,0,?,0.1 +6,?,?,LaPuentecity,9,0.04,1,0.07,0.45,0.48,1,0.62,0.7,0.49,0.17,0.06,1,0.36,0.72,0.12,0.13,0.35,0.69,0.32,0.3,0.13,0.13,0.3,0.14,0.22,0.25,0.28,0.05,0.36,0.8,0.88,0.1,0.62,0.46,0.66,0.2,0.81,0.13,0.4,0.64,0.5,0.46,1,0.58,0.44,0.68,0.6,0.25,0.21,0.04,0.43,0.09,0.45,0.49,0.51,0.56,1,1,1,1,0,1,1,1,1,1,1,0.53,1,0.51,0.5,0.01,0.91,0.53,0.14,0.26,0.42,0.23,0.59,0.41,0.39,0.33,0.45,0.52,0.61,0.51,0.76,0.64,0.22,0,0,1,0.46,0.58,0.83,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.89,0.29,?,?,?,?,0,?,0.69 +13,?,?,Hinesvillecity,9,0.02,0.56,0.69,0.35,0.2,0.13,0.53,0.8,0.52,0.04,0,0,0.21,0.86,0.06,0.21,0.08,0.41,0.3,0.17,0.16,0.21,0.2,0.12,0.17,0.21,0.26,0.03,0.46,0.11,0.19,0.3,0.49,0.68,0.15,0.39,0.39,0.42,0.37,0.2,0.54,0.48,0.55,0.61,0.62,0.56,0.57,0.4,0.39,0.01,0.41,0.01,0.45,0.56,0.53,0.6,0.17,0.19,0.16,0.17,0.81,0.07,0.22,0.24,0.62,0.65,0.6,0.29,0.28,0.43,0.5,0.03,0.74,0.3,0.16,0.4,0.88,0.22,0.2,0.13,0.11,0.1,0.23,0.28,0.31,0.3,0.51,0.7,0.53,0,0,0.16,0.22,0.05,0,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.15,0.02,?,?,?,?,0,?,0.13 +55,9,3425,Ashwaubenonvillage,9,0.01,0.46,0.01,0.98,0.04,0,0.45,0.56,0.35,0.17,0.03,1,0.39,0.82,0.32,0.68,0.23,0.19,0.16,0.38,0.33,0.32,0.39,0.12,0.15,0.47,0.48,0.01,0.12,0.18,0.19,0.28,0.18,0.78,0.53,0.31,0.49,0.4,0.32,0.38,0.35,0.35,0.51,0.77,0.81,0.79,0.76,0.73,0.73,0,0.08,0,0.37,0.27,0.57,0.48,0.02,0.01,0.02,0.02,0.97,0.06,0.1,0.11,0.47,0.68,0.19,0.64,0.07,0.45,0.5,0.01,0.92,0.53,0,0.11,0.73,0.07,0.11,0.16,0.13,0.12,0.29,0.28,0.3,0.26,0.23,0.37,0.24,0,0,0.02,0.85,0.51,0.71,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.13,0.03,?,?,?,?,0,?,0.06 +24,?,?,Salisburycity,9,0.02,0.37,0.53,0.55,0.09,0.02,0.54,0.68,0.54,0.41,0,0,0.22,0.53,0.1,0.34,0.48,0.32,0.42,0.21,0.25,0.28,0.21,0.23,0.19,1,1,0.03,0.45,0.36,0.48,0.31,0.34,0.54,0.35,0.45,0.42,0.37,0.7,0.73,0.75,0.76,0.37,0.24,0.24,0.41,0.1,0.75,0.78,0.03,0.69,0,0.94,0.74,0.66,0.66,0.2,0.13,0.11,0.1,0.92,0.08,0.18,0.15,0.32,0.27,0.41,0.2,0.12,0.55,0,0.03,0.74,0.25,0.24,0.33,0.38,0.63,0.18,0.12,0.11,0.12,0.28,0.31,0.31,0.34,0.42,0.44,0.6,0.03,0,0.08,0.59,0.32,0.47,0.53,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.17,0.06,?,?,?,?,0,?,0.91 +25,5,62430,Somersettown,9,0.01,0.49,0,0.99,0.04,0.01,0.4,0.38,0.29,0.59,0.03,1,0.41,0.46,0.29,0.64,0.72,0.2,0.8,0.43,0.34,0.32,0.31,0,0.64,1,0.51,0,0.08,0.56,0.52,0.33,0.38,0.5,0.44,0.53,0.38,0.42,0.19,0.35,0.18,0.19,0.47,0.82,0.79,0.83,0.74,0.82,0.85,0,0.06,0.01,0.01,0.01,0.02,0.04,0.01,0,0.01,0.02,0.64,0.17,0.17,0.19,0.53,0.57,0.26,0.87,0.04,0.31,0.5,0.01,0.9,0.83,0.26,0.49,0.35,0.03,0.11,0.36,0.35,0.32,0.24,0.39,0.44,0.4,0.3,0.23,0.42,0,0,0.24,0.83,0.99,0.98,0.91,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.18,0.02,?,?,?,?,0,?,0.04 +6,?,?,Paramountcity,9,0.06,0.97,0.21,0.21,0.35,1,0.57,0.69,0.46,0.17,0.08,1,0.29,0.67,0.06,0.16,0.27,0.66,0.24,0.25,0.14,0.18,0.27,0.19,0.25,0.22,0.26,0.07,0.46,0.94,0.89,0.09,0.67,0.47,0.74,0.16,0.89,0.12,0.47,0.63,0.6,0.56,1,0.47,0.44,0.55,0.52,0.29,0.23,0.07,0.74,0.12,0.41,0.48,0.53,0.59,1,1,1,1,0,1,1,1,1,0.9,1,0.21,1,0.89,0,0.04,0.8,0.28,0.17,0.16,0.54,0.36,0.62,0.36,0.36,0.36,0.57,0.57,0.62,0.57,0.73,0.72,0.18,0,0,1,0.42,0.34,0.81,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.85,0.2,?,?,?,?,0,?,0.81 +49,?,?,Roycity,9,0.02,0.73,0.02,0.92,0.1,0.1,0.55,0.55,0.3,0.23,0.04,1,0.39,0.73,0.46,0.48,0.3,0.13,0.71,0.35,0.22,0.21,0.28,0.16,0.32,0.31,0.34,0.01,0.1,0.07,0.17,0.24,0.21,0.72,0.39,0.2,0.4,0.4,0.38,0.25,0.44,0.42,0.79,0.79,0.82,0.79,0.74,0.81,0.88,0,0.01,0,0.22,0.16,0.32,0.44,0.03,0.02,0.03,0.04,0.92,0.05,0.68,0.71,0.79,0.8,0.63,0.81,0.16,0.29,0.5,0.01,0.88,0.79,0.03,0.49,0.69,0.09,0,0.15,0.12,0.1,0.25,0.22,0.25,0.23,0.27,0.32,0.26,0,0,0.04,0.72,0.59,0.68,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.3,0.07,?,?,?,?,0,?,0.15 +34,25,44070,Marlborotownship,9,0.03,0.84,0.07,0.85,0.36,0.04,0.48,0.39,0.27,0.22,0.04,0.84,0.96,0.82,0.47,0.74,0.3,0.1,0.31,0.89,0.7,0.7,0.27,1,0.56,0.52,0.48,0.01,0.06,0.08,0.14,0.72,0.2,0.56,0.23,0.55,0.12,0.77,0.08,0.39,0.07,0.07,0.72,0.99,0.97,0.92,0.91,0.01,0.28,0.01,0.16,0.02,0.27,0.25,0.27,0.28,0.18,0.14,0.14,0.13,0.76,0.08,0.23,0.29,0.84,0.8,0.62,0.98,0.02,0.17,1,0.02,0.86,0.98,0.18,0.89,0.83,0.03,0.16,0.64,0.66,0.68,0.78,0.85,1,1,0.74,0.66,0.69,0.06,0,0.27,0.33,0.77,0.56,0.52,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.08,0.73,?,?,?,?,0,?,0.07 +6,?,?,Piedmontcity,9,0,0.53,0.03,0.78,0.77,0.06,0.3,0.2,0.13,0.47,0.02,1,1,0.51,0.55,1,0.47,0.07,0.53,1,1,1,0.69,0.08,0.64,0.69,1,0,0.03,0.01,0.03,1,0.02,0.57,0.13,0.96,0.03,1,0.21,0.25,0.34,0.3,0.5,0.86,0.9,0.93,0.73,0.58,0.44,0,0.18,0.01,0.12,0.09,0.1,0.16,0.1,0.07,0.07,0.09,0.74,0.1,0.19,0.21,0.58,0.56,0.52,0.92,0.04,0.09,1,0,0.93,0.92,0.08,0.44,0,0,0.17,1,1,1,0.94,1,1,1,0.27,0.56,0.17,0,0,0.34,0.53,0.79,0.83,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.53,0.51,?,?,?,?,0,?,0.06 +34,3,18400,Dumontborough,9,0.01,0.51,0.02,0.87,0.42,0.1,0.32,0.41,0.25,0.51,0.03,1,0.61,0.59,0.12,0.61,0.56,0.13,0.6,0.62,0.49,0.48,0.34,0,0.38,0.34,0.63,0,0.07,0.25,0.31,0.33,0.22,0.58,0.35,0.35,0.29,0.46,0.16,0.41,0.2,0.19,0.58,0.87,0.85,0.97,0.73,0.39,0.45,0,0.02,0.02,0.32,0.3,0.33,0.37,0.32,0.27,0.27,0.28,0.7,0.17,0.3,0.3,0.56,0.65,0.26,0.78,0.08,0.35,0.5,0.01,0.94,0.71,0.05,0.29,0.17,0.01,0,0.54,0.49,0.44,0.55,0.62,0.74,0.6,0.63,0.59,0.82,0,0,0.43,0.44,0.92,0.87,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.72,0.59,?,?,?,?,0,?,0.02 +2,?,?,Fairbankscity,9,0.03,0.53,0.25,0.58,0.2,0.1,0.48,0.7,0.5,0.13,0,0,0.34,0.8,0.27,0.79,0.15,0.36,0.36,0.3,0.33,0.38,0.26,0.16,0.22,0.29,0.32,0.03,0.27,0.14,0.22,0.28,0.57,0.69,0.05,0.54,0.29,0.39,0.7,0.51,0.68,0.7,0.55,0.62,0.66,0.69,0.62,0.51,0.55,0.01,0.27,0.01,0.25,0.29,0.45,0.49,0.09,0.09,0.13,0.12,0.82,0.1,0.26,0.22,0.47,0.47,0.51,0.09,0.3,0.69,0,0.09,0.44,0.13,0.76,0.48,0.65,0.49,0.35,0.18,0.18,0.18,0.4,0.42,0.5,0.41,0.47,0.47,0.11,0.04,0.09,0.14,0.19,0.14,0.15,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.08,0.07,?,?,?,?,0,?,0.31 +47,?,?,Brentwoodcity,9,0.01,0.68,0.03,0.96,0.08,0.01,0.55,0.35,0.23,0.16,0.03,1,0.97,0.81,0.55,0.83,0.17,0.06,0.31,0.89,0.77,0.75,0.61,0,0.48,0,0.34,0,0.02,0.02,0.05,0.9,0.14,0.61,0.3,0.55,0.05,0.91,0.08,0.22,0.15,0.12,0.6,0.97,0.96,0.94,0.93,0.27,0.19,0,0.04,0,0.54,0.48,0.49,0.5,0.11,0.09,0.08,0.08,0.96,0.03,0.15,0.19,0.73,0.71,0.59,0.96,0.01,0,1,0.01,0.85,0.95,0.03,0.31,0.83,0,0,0.45,0.46,0.5,0.62,0.72,1,0.76,0.6,0.44,0.24,0,0,0.08,0.39,0.47,0.21,0.25,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.05,0.03,?,?,?,?,0,?,0.03 +6,?,?,Azusacity,9,0.05,0.76,0.07,0.48,0.41,0.99,0.54,0.73,0.53,0.2,0.07,1,0.33,0.71,0.15,0.21,0.3,0.59,0.31,0.3,0.2,0.22,0.3,0.18,0.27,0.24,0.29,0.05,0.37,0.64,0.66,0.18,0.54,0.56,0.56,0.28,0.65,0.23,0.51,0.65,0.6,0.58,0.85,0.52,0.48,0.6,0.46,0.49,0.35,0.04,0.45,0.08,0.5,0.59,0.63,0.66,1,1,1,1,0.18,0.93,0.95,0.87,0.78,0.7,0.84,0.3,1,0.74,0,0.03,0.84,0.36,0.13,0.25,0.58,0.37,0.13,0.39,0.37,0.35,0.58,0.56,0.62,0.57,0.65,0.68,0.17,0,0,0.88,0.48,0.39,0.73,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.38,0.14,?,?,?,?,0,?,0.27 +48,?,?,Gainesvillecity,9,0.01,0.36,0.14,0.81,0.04,0.12,0.39,0.4,0.27,0.63,0,0,0.14,0.27,1,0.35,0.71,0.38,0.44,0.17,0.18,0.19,0.16,0.15,0.25,0.16,0.19,0.03,0.57,0.53,0.58,0.18,0.41,0.32,0.48,0.4,0.6,0.31,0.55,0.23,0.53,0.56,0.42,0.6,0.61,0.59,0.58,0.34,0.45,0,0.12,0,0.38,0.39,0.45,0.69,0.11,0.1,0.11,0.15,0.86,0.13,0.21,0.19,0.37,0.31,0.48,0.51,0.17,0.59,0,0.04,0.53,0.55,0.41,0.68,0.44,0.74,0.42,0.04,0.04,0.06,0.06,0.14,0.15,0.15,0.49,0.44,0.53,0,0,0.12,0.75,0.55,0.69,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.09,0.01,?,?,?,?,0,?,0.11 +48,?,?,DeerParkcity,9,0.03,0.69,0.02,0.89,0.07,0.2,0.55,0.5,0.3,0.11,0.04,1,0.57,0.88,0.47,0.49,0.19,0.12,0.27,0.51,0.36,0.36,0.23,0.26,0.21,0.34,0.39,0.01,0.12,0.14,0.25,0.23,0.31,0.67,0.63,0.34,0.35,0.39,0.44,0.27,0.45,0.46,0.65,0.8,0.78,0.88,0.78,0.55,0.47,0,0.04,0.01,0.18,0.24,0.3,0.31,0.04,0.04,0.05,0.05,0.86,0.06,0.24,0.27,0.75,0.73,0.72,0.71,0.22,0.17,0.5,0.01,0.89,0.71,0.33,0.44,0.71,0.21,0.06,0.14,0.12,0.11,0.3,0.3,0.35,0.34,0.13,0.15,0.22,0,0,0.09,0.71,0.6,0.85,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.22,0,?,?,?,?,0,?,0.09 +55,79,86700,WhitefishBayvillage,9,0.01,0.42,0.01,0.97,0.09,0.02,0.26,0.24,0.1,0.45,0.02,1,0.69,0.62,0.53,0.86,0.44,0.1,0.43,0.7,0.75,0.73,0.45,0.71,0.75,0.53,0.48,0,0.01,0.04,0.04,1,0.05,0.64,0.27,0.84,0.03,1,0.11,0.21,0.28,0.22,0.44,0.87,0.93,0.98,0.68,0.43,0.49,0,0.03,0,0.63,0.5,0.45,0.44,0.23,0.16,0.13,0.11,0.9,0.06,0.13,0.15,0.47,0.5,0.21,0.88,0.02,0.25,0.5,0,0.96,0.83,0,0.23,0.08,0.01,0.2,0.28,0.28,0.3,0.56,0.52,0.51,0.51,0.26,0.44,0.56,0,0,0.15,0.62,0.7,0.69,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.56,0.13,?,?,?,?,0,?,0.01 +12,?,?,Kissimmeecity,9,0.03,0.44,0.18,0.75,0.14,0.27,0.45,0.63,0.41,0.26,0.05,1,0.26,0.76,0.29,0.27,0.29,0.21,0.32,0.25,0.23,0.25,0.17,0.15,0.24,0.18,0.27,0.03,0.3,0.27,0.41,0.2,0.33,0.7,0.09,0.1,0.31,0.26,0.66,0.45,0.66,0.68,0.45,0.53,0.53,0.56,0.63,0.67,0.71,0.02,0.29,0.02,0.29,0.49,0.48,0.59,0.17,0.25,0.22,0.25,0.7,0.24,0.24,0.22,0.47,0.52,0.47,0.32,0.31,0.68,0,0.12,0.28,0.32,0.05,0.2,0.88,0.55,0.31,0.16,0.14,0.13,0.44,0.39,0.4,0.42,0.56,0.51,0.28,0,0,0.24,0.16,0.17,0.07,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.2,0.02,?,?,?,?,0,?,0.5 +48,?,?,Humblecity,9,0,0.39,0.15,0.73,0.15,0.22,0.48,0.62,0.4,0.23,0.02,1,0.26,0.73,0.18,0.23,0.24,0.2,0.18,0.28,0.27,0.28,0.28,0.2,0.31,0.25,0.29,0.01,0.22,0.32,0.39,0.21,0.3,0.69,0.21,0.26,0.35,0.29,0.89,0.38,0.88,0.92,0.49,0.51,0.53,0.71,0.28,0.48,0.56,0,0.12,0.01,0.4,0.44,0.49,0.78,0.18,0.17,0.17,0.25,0.8,0.26,0.25,0.21,0.4,0.55,0.37,0.22,0.28,0.71,0,0.03,0.59,0.2,0.13,0.49,0.83,0.27,0,0.12,0.11,0.1,0.29,0.27,0.26,0.28,0.3,0.28,0.51,0,0,0.19,0.6,0.21,0.59,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.1,0.06,?,?,?,?,0,?,0.32 +8,?,?,Denvercity,9,0.74,0.21,0.25,0.58,0.14,0.43,0.3,0.45,0.27,0.44,0.74,1,0.22,0.52,0.25,0.46,0.42,0.36,0.43,0.27,0.36,0.43,0.27,0.13,0.22,0.22,0.28,0.72,0.45,0.26,0.35,0.47,0.42,0.53,0.2,0.51,0.32,0.5,0.83,0.58,0.8,0.85,0.4,0.38,0.39,0.43,0.36,0.52,0.54,0.43,0.46,0.23,0.41,0.46,0.51,0.57,0.21,0.21,0.21,0.22,0.72,0.19,0.28,0.18,0.21,0.29,0.2,0.4,0.19,0.7,0,1,0.5,0.37,0.49,0.44,0.38,0.33,0.2,0.16,0.16,0.16,0.24,0.26,0.32,0.24,0.48,0.53,0.43,0.68,0.23,0.22,0.43,0.45,0.58,0.61,0.28,0.25,0.73,0.28,0.49,0.37,0.5,0.25,0.9,0.62,0.17,0.43,0.03,0.38,0.19,0.57,0.16,0.45,0.25,0.46,0.68,0.27,0.62,0.5,0.41,0.22,0.43 +9,3,50440,NewBritaintown,9,0.11,0.36,0.15,0.72,0.11,0.3,0.39,0.57,0.4,0.56,0.12,1,0.31,0.47,0.12,0.5,0.58,0.43,0.68,0.32,0.33,0.36,0.28,0.47,0.28,0.2,0.26,0.08,0.33,0.53,0.62,0.26,0.51,0.47,0.53,0.35,0.51,0.33,0.46,0.64,0.48,0.49,0.41,0.36,0.37,0.45,0.31,0.48,0.5,0.07,0.49,0.08,0.3,0.37,0.39,0.41,0.35,0.38,0.36,0.35,0.36,0.49,0.22,0.18,0.34,0.37,0.38,0.27,0.19,0.69,0,0.11,0.74,0.29,0.21,0.37,0.25,0.32,0.26,0.36,0.34,0.31,0.3,0.37,0.42,0.4,0.4,0.65,0.67,0.04,0.02,0.49,0.55,0.54,0.73,0.65,0.02,0.19,0.97,0.21,0.02,0.11,0.17,0.19,0.74,0.9,0.09,0.07,0,0.11,0.04,0.5,0.38,0.04,0.47,0.17,0.03,0.02,0.62,0,0.72,0.18,0.3 +34,27,61890,Randolphtownship,9,0.02,0.56,0.06,0.87,0.33,0.06,0.44,0.44,0.27,0.17,0.03,0.79,0.87,0.83,0.24,0.8,0.26,0.08,0.31,0.88,0.74,0.73,0.56,0.1,0.6,0.39,0.61,0,0.05,0.1,0.12,0.79,0.16,0.72,0.45,0.48,0.14,0.81,0.23,0.36,0.25,0.25,0.61,0.91,0.93,0.94,0.84,0.29,0.43,0,0.05,0.01,0.31,0.31,0.42,0.44,0.2,0.18,0.22,0.21,0.8,0.08,0.2,0.21,0.62,0.77,0.21,0.77,0.06,0.3,0.5,0.01,0.85,0.66,0.05,0.32,0.67,0.03,0.13,0.66,0.69,0.73,0.78,0.67,0.68,0.64,0.37,0.62,0.39,0,0,0.27,0.51,0.61,0.65,0.57,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.08,0.11,?,?,?,?,0,?,0.02 +6,?,?,Hollistercity,9,0.01,0.76,0.01,0.44,0.15,1,0.5,0.59,0.36,0.26,0,0,0.35,0.69,0.63,0.29,0.37,0.46,0.38,0.32,0.21,0.26,0.25,0.2,0.31,0.24,0.29,0.02,0.3,0.79,0.65,0.17,0.75,0.52,0.47,0.26,0.51,0.24,0.42,0.46,0.45,0.45,0.84,0.65,0.63,0.72,0.63,0.55,0.55,0.01,0.34,0.03,0.2,0.39,0.38,0.44,0.29,0.49,0.45,0.46,0.19,0.78,0.77,0.76,0.8,0.78,0.81,0.43,0.78,0.49,0.5,0.02,0.81,0.45,0.09,0.24,0.73,0.17,0.2,0.46,0.47,0.45,0.42,0.46,0.55,0.44,0.49,0.77,0.33,0.04,0.03,0.62,0.61,0.48,0.6,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.28,0.02,?,?,?,?,0,?,0.38 +23,19,55540,Oronotown,9,0,1,0.01,0.95,0.11,0.02,1,1,1,0.17,0.02,0.93,0.27,0.62,0.2,0.65,0.39,0.28,0.45,0.41,0.17,0.16,0.13,0.19,0.22,0.25,0.35,0.01,0.56,0.15,0.17,0.84,0.28,0.22,0.1,1,0.12,0.59,0.08,1,0.15,0.11,0.35,0.57,0.6,0.71,0.63,0.69,0.77,0,0.34,0,0.92,0.86,0.81,0.71,0.3,0.25,0.21,0.17,0.88,0.03,0.11,0.19,0.4,0.47,0.37,0.41,0.14,0.55,0,0.01,0.65,0.39,0.03,0.58,0.38,0.11,0.34,0.18,0.19,0.21,0.31,0.32,0.37,0.3,0.83,0.35,0.22,0,0,0.14,0.48,0.07,0,0.21,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.05,0.06,?,?,?,?,0,?,0.01 +55,17,14575,ChippewaFallscity,9,0,0.35,0,0.99,0.02,0,0.32,0.44,0.27,0.55,0.02,1,0.19,0.37,0.21,0.58,0.63,0.42,0.52,0.25,0.2,0.19,0.56,0.04,0.01,0.4,0.28,0.01,0.29,0.54,0.44,0.19,0.43,0.37,0.68,0.51,0.62,0.33,0.37,0.49,0.47,0.45,0.4,0.58,0.65,0.58,0.55,0.65,0.68,0,0.15,0,0,0,0.04,0.16,0,0,0,0.01,0.96,0.03,0.15,0.13,0.31,0.42,0.2,0.56,0.05,0.56,0,0.01,0.84,0.5,0.19,0.49,0.27,0.15,0.32,0.07,0.05,0.05,0.14,0.18,0.19,0.17,0.53,0.28,0.49,0,0,0.01,0.83,0.59,0.77,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.11,0.01,?,?,?,?,0,?,0.02 +53,?,?,MercerIslandcity,9,0.02,0.41,0.03,0.85,0.49,0.02,0.33,0.26,0.17,0.47,0.03,1,0.82,0.6,0.31,0.92,0.47,0.04,0.63,0.84,0.91,0.91,0.74,0.55,0.48,0.29,0.49,0,0.05,0.02,0.02,1,0.15,0.5,0.27,0.64,0.05,0.98,0.26,0.24,0.41,0.36,0.38,0.8,0.85,0.91,0.7,0.1,0.21,0,0.03,0.01,0.38,0.42,0.43,0.4,0.28,0.27,0.25,0.21,0.84,0.06,0.11,0.13,0.45,0.5,0.24,0.81,0.04,0.21,0.5,0.01,0.87,0.76,0.02,0.33,0.52,0.01,0.34,0.79,0.93,1,0.56,0.55,0.69,0.51,0.48,0.39,0.15,0,0,0.31,0.36,0.6,0.66,0.5,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.27,0.36,?,?,?,?,0,?,0.04 +4,?,?,Mesacity,9,0.45,0.45,0.04,0.85,0.09,0.2,0.43,0.54,0.33,0.4,0.46,1,0.31,0.58,0.27,0.46,0.42,0.17,0.47,0.32,0.29,0.29,0.27,0.14,0.28,0.25,0.31,0.25,0.24,0.17,0.24,0.33,0.29,0.55,0.42,0.36,0.3,0.42,0.5,0.38,0.54,0.54,0.54,0.67,0.72,0.74,0.66,0.48,0.51,0.08,0.14,0.09,0.35,0.41,0.45,0.49,0.12,0.12,0.12,0.12,0.83,0.1,0.42,0.37,0.49,0.54,0.42,0.55,0.24,0.68,0,1,0,0.53,0.32,0.21,0.85,0.25,0.06,0.19,0.18,0.18,0.35,0.33,0.38,0.34,0.53,0.59,0.26,0.13,0.2,0.14,0.24,0.28,0.46,0.21,0.07,0.1,0.91,0.13,0.4,0.47,1,0.1,0.94,0.87,0.03,0.16,0.05,0.13,0.04,0.5,0.33,0.32,0.22,0.05,0.32,0.09,0.92,0.5,0.27,0.11,0.3 +36,29,11000,Buffalocity,9,0.51,0.31,0.6,0.46,0.06,0.09,0.42,0.54,0.39,0.48,0.52,1,0.11,0.28,0.15,0.34,0.57,0.92,0.53,0.15,0.18,0.22,0.2,0.13,0.23,0.15,0.19,0.74,0.68,0.43,0.57,0.24,0.8,0.27,0.36,0.63,0.49,0.34,0.6,0.74,0.59,0.62,0.45,0.12,0.21,0.19,0.13,0.31,0.29,0.62,0.85,0.1,0.33,0.32,0.34,0.34,0.11,0.09,0.09,0.08,0.8,0.12,0.27,0.2,0.31,0.41,0.29,0.31,0.1,0.49,0.5,0.83,0.58,0.29,0.87,0.66,0,0.54,0.3,0.06,0.06,0.08,0.14,0.16,0.18,0.2,0.81,0.24,0.57,0.17,0.01,0.13,0.8,0.61,0.87,0.84,0.22,0.33,0.76,0.41,0.28,0.34,0.35,0.33,0.76,0.59,0.49,0.16,0,0.43,0.12,0.79,0.07,0.12,0.68,0.75,0.25,0.32,0.86,0.5,0.33,0.44,0.8 +34,25,76460,Walltownship,9,0.02,0.49,0.01,0.98,0.05,0.02,0.38,0.37,0.24,0.46,0.03,0.79,0.57,0.61,0.25,0.71,0.51,0.14,0.6,0.59,0.55,0.53,0.11,0.28,0.65,0.03,0.68,0,0.04,0.16,0.26,0.43,0.24,0.58,0.2,0.51,0.24,0.54,0.3,0.38,0.32,0.32,0.54,0.85,0.84,0.91,0.85,0.36,0.36,0,0.07,0,0.14,0.12,0.12,0.11,0.03,0.03,0.02,0.02,0.93,0.01,0.22,0.22,0.52,0.55,0.3,0.85,0.03,0.36,0.5,0.03,0.74,0.81,0.27,0.68,0.46,0.03,0.17,0.47,0.49,0.54,0.65,0.64,0.69,0.63,0.62,0.66,0.79,0,0,0.1,0.79,0.8,0.83,0.91,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.05,0.12,?,?,?,?,0,?,0.03 +25,13,19645,EastLongmeadowtown,9,0.01,0.55,0.01,0.99,0.02,0.01,0.34,0.31,0.21,0.56,0.02,0.82,0.49,0.51,0.21,0.67,0.58,0.15,0.72,0.49,0.41,0.39,0.28,0.38,0,0.02,0.24,0,0.06,0.17,0.25,0.39,0.24,0.52,0.36,0.5,0.25,0.52,0.14,0.31,0.22,0.19,0.51,0.85,0.84,0.9,0.91,0.49,0.54,0,0.07,0,0,0.05,0.04,0.03,0,0.01,0.01,0.01,0.86,0.03,0.17,0.19,0.56,0.59,0.15,0.92,0.02,0.25,0.5,0,0.93,0.87,0.12,0.55,0.4,0,0,0.39,0.37,0.37,0.07,0.24,0.38,0.22,0.33,0.51,0.35,0,0,0.12,0.81,0.83,0.94,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.09,0.03,?,?,?,?,0,?,0.11 +1,?,?,Gadsdencity,9,0.05,0.32,0.55,0.56,0.04,0.01,0.41,0.42,0.3,0.7,0.07,1,0.13,0.24,0.11,0.27,0.78,0.5,0.64,0.15,0.19,0.23,0.18,0.11,0.37,0.16,0.16,0.08,0.54,0.55,0.68,0.15,0.55,0.18,0.62,0.36,0.75,0.26,0.62,0.33,0.56,0.61,0.39,0.41,0.37,0.43,0.48,0.42,0.4,0.04,0.36,0,1,0.93,0.89,0.79,0.11,0.08,0.07,0.06,0.96,0.05,0.21,0.19,0.33,0.32,0.37,0.57,0.1,0.52,0.5,0.09,0.65,0.58,0.22,0.65,0.29,0.48,0.35,0.03,0.03,0.05,0.02,0.07,0.08,0.1,0.38,0.23,0.44,0,0,0.04,0.88,0.66,0.85,0.81,0.01,0.2,0.99,0.19,0.03,0.24,0.41,0.2,0.63,0.73,0.28,0.03,0.75,0.28,0.01,0.64,0.58,0.1,0.1,0.01,0.06,0.01,0.41,0.5,0.42,0.11,0.9 +9,7,47360,Middletowntown,9,0.05,0.38,0.22,0.78,0.12,0.06,0.47,0.67,0.49,0.38,0.07,1,0.43,0.64,0.29,0.58,0.4,0.22,0.42,0.45,0.43,0.45,0.35,0.28,0.24,0.26,0.37,0.02,0.17,0.36,0.39,0.42,0.24,0.63,0.42,0.61,0.28,0.5,0.48,0.67,0.47,0.49,0.35,0.53,0.52,0.57,0.46,0.62,0.68,0.03,0.39,0.02,0.21,0.3,0.36,0.39,0.11,0.14,0.15,0.15,0.77,0.13,0.13,0.11,0.29,0.4,0.25,0.43,0.07,0.64,0,0.07,0.72,0.39,0.1,0.42,0.52,0.13,0.1,0.4,0.39,0.38,0.36,0.46,0.58,0.47,0.39,0.52,0.43,0.06,0,0.22,0.6,0.48,0.47,0.51,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.09,0.12,?,?,?,?,0,?,0.09 +12,?,?,PuntaGordacity,9,0,0.15,0.11,0.9,0.02,0.03,0.06,0.04,0.03,1,0.02,1,0.37,0,0.29,0.81,1,0.29,1,0.39,0.6,0.6,0.19,0.77,1,0.27,0.54,0.01,0.21,0.16,0.25,0.4,0.2,0,0.13,0.47,0.26,0.5,0.31,0,0.25,0.29,0,0.47,0.37,0.23,0.16,0.26,0.43,0,0.16,0,0.03,0.06,0.05,0.06,0.01,0.02,0.01,0.02,0.89,0.04,0.05,0.06,0.15,0.12,0.26,0.76,0.06,0.63,0,0.09,0,0.78,0.07,0.55,0.83,0.22,0.09,0.35,0.43,0.46,0.21,0.3,0.4,0.3,0.45,0.61,0.19,0,0,0.14,0.06,0.36,0.26,0.02,0.03,1,0.97,1,0.02,0.84,0.18,1,0.96,0.92,0.08,0.04,0,0.08,0.05,0.64,0.15,0.04,0.06,0,0.24,0.02,0.44,0,0.71,0.99,0.17 +49,?,?,SouthOgdencity,9,0,0.53,0.02,0.93,0.11,0.06,0.49,0.5,0.31,0.47,0.02,1,0.36,0.64,0.55,0.52,0.42,0.2,0.63,0.34,0.3,0.29,0.41,0.07,0.25,0.35,0.55,0.01,0.18,0.09,0.2,0.4,0.26,0.53,0.27,0.52,0.23,0.6,0.44,0.3,0.43,0.45,0.56,0.7,0.77,0.79,0.62,0.7,0.7,0,0.07,0,0.47,0.54,0.48,0.48,0.09,0.09,0.08,0.07,0.89,0.08,0.47,0.46,0.56,0.57,0.49,0.7,0.11,0.35,0.5,0.01,0.84,0.68,0,0.46,0.54,0.16,0,0.14,0.13,0.14,0.25,0.23,0.23,0.23,0.27,0.37,0.17,0,0,0.08,0.68,0.6,0.68,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.32,0.13,?,?,?,?,0,?,0.07 +9,1,8070,Bridgeporttown,9,0.21,0.47,0.52,0.37,0.14,0.49,0.42,0.56,0.36,0.43,0.22,1,0.28,0.46,0.14,0.35,0.51,0.65,0.5,0.28,0.27,0.34,0.28,0.16,0.26,0.25,0.3,0.21,0.45,0.62,0.69,0.18,0.72,0.41,0.59,0.39,0.6,0.25,0.56,0.69,0.59,0.6,0.6,0.21,0.2,0.22,0.21,0.47,0.45,0.29,0.97,0.14,0.35,0.43,0.49,0.53,0.36,0.39,0.4,0.4,0.37,0.49,0.46,0.38,0.47,0.47,0.51,0.27,0.31,0.74,0,0.26,0.65,0.3,1,0.58,0.19,0.52,0.41,0.37,0.36,0.32,0.4,0.45,0.5,0.5,0.72,0.77,0.94,0.12,0.03,0.43,0.51,0.51,0.81,0.66,0.07,0.28,0.95,0.19,0.08,0.22,0.26,0.29,0.75,0.52,0.37,0.4,0,0.53,0.09,0.93,0.01,0.04,0.74,0.36,0.1,0.06,0,0,0.63,0.21,0.79 +48,?,?,TexasCitycity,9,0.05,0.46,0.49,0.5,0.07,0.29,0.47,0.48,0.31,0.36,0.06,0.99,0.24,0.56,0.21,0.31,0.46,0.31,0.49,0.25,0.23,0.27,0.21,0.19,0.28,0.27,0.31,0.06,0.44,0.39,0.49,0.14,0.53,0.42,0.47,0.46,0.43,0.28,0.75,0.32,0.71,0.75,0.53,0.48,0.47,0.5,0.55,0.45,0.42,0.03,0.28,0.01,0.25,0.42,0.43,0.48,0.06,0.09,0.08,0.08,0.79,0.11,0.3,0.29,0.5,0.53,0.46,0.55,0.26,0.52,0.5,0.08,0.61,0.54,0.84,0.66,0.5,0.5,0.2,0.08,0.07,0.08,0.21,0.21,0.22,0.21,0.4,0.22,0.42,0,0.03,0.1,0.76,0.63,0.84,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.18,0.05,0.01,?,?,?,?,0,?,0.28 +34,3,83050,Wyckofftownship,9,0.01,0.64,0.01,0.95,0.18,0.03,0.37,0.32,0.23,0.43,0.02,1,1,0.72,0.4,0.88,0.43,0.05,0.55,0.98,0.96,0.94,0.63,0,0.7,0.15,0.59,0,0.03,0.15,0.15,0.75,0.07,0.55,0.42,0.51,0.14,0.83,0.06,0.33,0.11,0.09,0.55,0.97,0.97,0.96,0.85,0.14,0.24,0,0.03,0.01,0.28,0.33,0.41,0.35,0.17,0.17,0.19,0.15,0.84,0.06,0.17,0.21,0.66,0.63,0.53,0.95,0.02,0.08,0.5,0.01,0.88,0.95,0.2,0.23,0.4,0.02,0,0.84,0.92,0.96,0.92,0.98,1,1,0.5,0.63,0.49,0,0,0.25,0.55,0.81,0.75,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.2,0.37,?,?,?,?,0,?,0.02 +33,11,50260,Nashuacity,9,0.11,0.4,0.03,0.93,0.12,0.05,0.33,0.52,0.3,0.31,0.13,1,0.48,0.72,0.39,0.59,0.35,0.19,0.36,0.48,0.44,0.43,0.4,0.21,0.39,0.28,0.38,0.05,0.16,0.22,0.28,0.46,0.37,0.69,0.74,0.28,0.33,0.53,0.47,0.45,0.47,0.48,0.46,0.72,0.73,0.72,0.66,0.55,0.62,0.02,0.15,0.04,0.43,0.44,0.46,0.49,0.21,0.19,0.18,0.18,0.75,0.11,0.17,0.15,0.42,0.5,0.34,0.52,0.07,0.56,0,0.12,0.72,0.48,0.06,0.3,0.63,0.22,0.17,0.36,0.34,0.31,0.52,0.55,0.62,0.56,0.47,0.58,0.65,0.02,0,0.2,0.33,0.47,0.51,0.23,0.02,0.18,0.97,0.21,0.03,0.14,0.25,0.18,0.94,0.97,0.02,0.03,0,0.03,0.03,0.36,0.41,0.09,0.21,0.06,0.02,0.03,0.69,1,0.52,0.16,0.03 +21,?,?,Radcliffcity,9,0.02,0.49,0.38,0.6,0.25,0.07,0.53,0.67,0.46,0.14,0,0,0.22,0.79,0.28,0.34,0.17,0.25,0.82,0.19,0.2,0.2,0.26,0.11,0.2,0.3,0.3,0.02,0.34,0.19,0.28,0.2,0.66,0.55,0.1,0.37,0.31,0.33,0.45,0.26,0.53,0.52,0.49,0.63,0.61,0.65,0.47,0.46,0.5,0,0.13,0.01,0.33,0.32,0.38,0.36,0.17,0.14,0.15,0.13,0.81,0.06,0.2,0.21,0.54,0.59,0.5,0.43,0.19,0.52,0.5,0.06,0.44,0.42,0.04,0.38,0.83,0.5,0.14,0.14,0.12,0.09,0.21,0.2,0.22,0.22,0.38,0.51,0.1,0,0,0.21,0.24,0.24,0.21,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.16,0.01,?,?,?,?,0,?,0.15 +50,7,10675,Burlingtoncity,9,0.05,0.45,0.02,0.96,0.09,0.02,0.95,0.98,1,0.3,0.06,1,0.23,0.61,0.3,0.56,0.38,0.39,0.33,0.33,0.3,0.29,0.17,0.1,0.17,0.29,0.33,0.06,0.51,0.28,0.29,0.56,0.39,0.51,0.21,0.67,0.21,0.5,0.39,1,0.38,0.4,0.35,0.41,0.47,0.48,0.51,0.58,0.55,0.02,0.36,0.01,0.53,0.53,0.48,0.45,0.16,0.14,0.11,0.1,0.89,0.04,0.16,0.13,0.28,0.38,0.28,0.26,0.08,0.64,0,0.04,0.81,0.25,0.27,0.3,0.13,0.27,0.14,0.26,0.26,0.27,0.35,0.38,0.48,0.37,0.71,0.49,0.37,0.05,0,0.12,0.5,0.27,0.35,0.28,0.01,0.22,0.98,0.27,0.02,0.2,0.29,0.22,0.93,1,0,0,0,0,0.01,0.64,0.39,0.03,0.31,0.19,0.01,0.01,0.8,0,0.23,0.22,0.07 +25,15,64145,SouthHadleytown,9,0.01,0.54,0.02,0.94,0.15,0.02,0.67,0.61,0.59,0.51,0.03,0.97,0.45,0.54,0.03,0.67,0.63,0.19,0.78,0.47,0.38,0.38,0.46,0,0.11,0.12,0.25,0.01,0.1,0.17,0.27,0.41,0.16,0.56,0.38,0.69,0.3,0.48,0.38,0.36,0.23,0.3,0.41,0.74,0.75,0.84,0.69,0.72,0.7,0,0.07,0.01,0.62,0.53,0.46,0.41,0.23,0.17,0.14,0.11,0.82,0.05,0.14,0.14,0.4,0.46,0.25,0.72,0.05,0.46,0.5,0.02,0.79,0.67,0.09,0.66,0.33,0.04,0.13,0.33,0.32,0.31,0.38,0.42,0.48,0.43,0.26,0.36,0.54,0,0,0.15,0.73,0.61,0.45,0.56,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.08,0.05,?,?,?,?,0,?,0.08 +48,?,?,Lufkincity,9,0.03,0.46,0.53,0.47,0.05,0.18,0.47,0.5,0.34,0.48,0,0,0.18,0.41,0.38,0.34,0.55,0.37,0.42,0.21,0.25,0.34,0.17,0.09,0.75,0.14,0.33,0.06,0.55,0.47,0.54,0.29,0.39,0.37,0.48,0.56,0.54,0.38,0.58,0.33,0.59,0.61,0.54,0.54,0.51,0.57,0.46,0.53,0.54,0.02,0.27,0.01,0.38,0.43,0.57,0.6,0.14,0.14,0.17,0.16,0.85,0.14,0.36,0.32,0.46,0.45,0.5,0.5,0.31,0.52,0.5,0.07,0.58,0.52,0.32,0.55,0.6,0.48,0.34,0.05,0.06,0.08,0.16,0.19,0.2,0.2,0.41,0.28,0.49,0.02,0,0.15,0.84,0.52,0.7,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.11,0.02,?,?,?,?,0,?,0.33 +42,79,39784,Kingstonborough,9,0.01,0.27,0,0.98,0.06,0.01,0.28,0.32,0.19,0.83,0.02,1,0.23,0.29,0.16,0.61,0.77,0.22,0.58,0.29,0.35,0.33,0.01,0,0.49,0.16,0.38,0.01,0.23,0.28,0.34,0.37,0.21,0.34,0.33,0.62,0.32,0.49,0.37,0.38,0.32,0.36,0.4,0.71,0.74,0.87,0.77,0.42,0.4,0,0.06,0,0.19,0.22,0.18,0.36,0.03,0.03,0.03,0.05,0.9,0.04,0.16,0.13,0.27,0.4,0.16,0.53,0.03,0.39,0.5,0.02,0.82,0.46,0.07,0.55,0,0.1,0.14,0.12,0.13,0.15,0.18,0.21,0.25,0.22,0.41,0.28,0.6,0,0,0.07,0.9,0.81,0.88,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.57,0.1,?,?,?,?,0,?,0.05 +34,7,40440,Lindenwoldborough,9,0.01,0.29,0.31,0.7,0.13,0.06,0.32,0.66,0.37,0.26,0.03,1,0.33,0.77,0.18,0.37,0.29,0.27,0.25,0.34,0.33,0.31,0.41,0.06,0.25,0.35,0.59,0.01,0.2,0.19,0.36,0.25,0.38,0.73,0.32,0.36,0.39,0.35,0.66,0.55,0.67,0.69,0.44,0.52,0.54,0.7,0.44,0.55,0.58,0.01,0.43,0.01,0.6,0.6,0.62,0.7,0.19,0.17,0.16,0.16,0.89,0.06,0.2,0.16,0.32,0.51,0.24,0.37,0.14,0.8,0,0.03,0.73,0.31,0.14,0.37,0.67,0.19,0.08,0.18,0.16,0.14,0.5,0.43,0.43,0.42,0.41,0.56,0.89,0,0,0.13,0.5,0.43,0.61,0.55,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.4,0.73,?,?,?,?,0,?,0.25 +34,21,22185,Ewingtownship,9,0.04,0.53,0.36,0.68,0.11,0.05,0.54,0.52,0.48,0.57,0.05,1,0.52,0.59,0.08,0.67,0.63,0.13,0.78,0.54,0.44,0.46,0.36,0.28,0.71,0.27,0.36,0.01,0.07,0.27,0.35,0.41,0.19,0.52,0.3,0.58,0.28,0.51,0.33,0.56,0.29,0.32,0.42,0.74,0.69,0.83,0.48,0.61,0.73,0.01,0.17,0.01,0.16,0.21,0.25,0.28,0.06,0.07,0.08,0.08,0.87,0.05,0.19,0.19,0.42,0.49,0.18,0.78,0.06,0.36,0.5,0.02,0.89,0.71,0.18,0.28,0.4,0.04,0.04,0.32,0.33,0.33,0.54,0.51,0.55,0.48,0.33,0.46,0.47,0,0,0.17,0.67,0.75,0.72,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.19,0.13,?,?,?,?,0,?,0.09 +48,?,?,Angletoncity,9,0.01,0.56,0.2,0.66,0.06,0.33,0.45,0.5,0.29,0.25,0,0,0.34,0.72,0.54,0.36,0.31,0.22,0.35,0.35,0.27,0.3,0.22,0.11,0.34,0.26,0.3,0.01,0.25,0.25,0.33,0.22,0.3,0.58,0.53,0.33,0.42,0.33,0.54,0.26,0.5,0.54,0.6,0.7,0.68,0.74,0.84,0.58,0.59,0.01,0.17,0,0.24,0.33,0.31,0.48,0.04,0.05,0.04,0.06,0.74,0.13,0.29,0.29,0.58,0.59,0.55,0.57,0.31,0.41,0.5,0.04,0.53,0.57,0.59,0.7,0.71,0.48,0.34,0.09,0.08,0.07,0.2,0.21,0.25,0.22,0.26,0.23,0.49,0,0,0.07,0.77,0.52,0.77,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.15,0,?,?,?,?,0,?,0.23 +33,11,29860,Goffstowntown,9,0.01,0.66,0.01,0.99,0.02,0.01,0.63,0.59,0.52,0.35,0.01,0.61,0.5,0.66,0.23,0.61,0.43,0.05,0.42,0.48,0.34,0.33,0.34,0.08,0.35,0.38,0.3,0,0.07,0.23,0.3,0.32,0.34,0.59,0.34,0.5,0.31,0.44,0.28,0.47,0.24,0.26,0.51,0.88,0.88,0.93,0.79,0.78,0.92,0,0.06,0,0.04,0.07,0.13,0.13,0.01,0.02,0.03,0.02,0.77,0.04,0.19,0.19,0.52,0.56,0.3,0.82,0.06,0.49,0.5,0.01,0.81,0.77,0.06,0.51,0.63,0.11,0.53,0.31,0.29,0.26,0.44,0.44,0.53,0.47,0.45,0.66,0.57,0,0,0.11,0.56,0.55,0.66,0.53,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.03,0.01,?,?,?,?,0,?,0.06 +34,7,26820,GloucesterCitycity,9,0,0.49,0,0.99,0.02,0.02,0.38,0.47,0.29,0.52,0.02,1,0.29,0.49,0.13,0.38,0.66,0.42,0.69,0.32,0.24,0.23,0.11,0.6,0.21,0.5,0.41,0.01,0.23,0.44,0.64,0.08,0.36,0.45,0.54,0.28,0.62,0.2,0.6,0.5,0.51,0.57,0.6,0.5,0.49,0.56,0.72,0.23,0.4,0.01,0.3,0,0.08,0.06,0.08,0.07,0.01,0.01,0.01,0.01,0.94,0.03,0.41,0.37,0.54,0.55,0.47,0.71,0.1,0.41,0.5,0.02,0.74,0.69,1,0.94,0,0.33,0.42,0.11,0.11,0.12,0.32,0.32,0.32,0.33,0.72,0.4,0.71,0.02,0,0.05,0.78,0.81,0.91,0.9,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.48,0.18,?,?,?,?,0,?,0.07 +18,?,?,Speedwaytown,9,0,0.13,0.11,0.9,0.05,0.01,0.27,0.46,0.31,0.68,0.02,1,0.3,0.5,0.1,0.57,0.6,0.12,0.76,0.35,0.38,0.38,0.28,0.36,0.2,0.45,0.4,0.01,0.15,0.17,0.23,0.27,0.1,0.6,0.33,0.46,0.34,0.41,0.72,0.36,0.67,0.73,0.19,0.49,0.55,0.74,0.49,0.79,0.8,0,0.13,0,0,0.3,0.24,0.3,0,0.03,0.02,0.02,0.96,0.03,0.03,0.03,0.15,0.26,0.13,0.4,0.04,0.75,0,0.02,0.78,0.35,0,0.12,0.5,0.13,0.06,0.15,0.12,0.1,0.35,0.31,0.32,0.31,0.28,0.06,0.21,0,0,0.04,0.77,0.44,0.69,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.23,0.09,?,?,?,?,0,?,0.08 +6,71,93480,TwentyninePalms-MorongoValle,9,0.08,0.5,0.12,0.81,0.14,0.16,0.54,0.59,0.51,0.56,0,0,0.16,0.2,0.17,0.3,0.66,0.63,0.68,0.17,0.2,0.2,0.22,0.13,0.2,0.27,0.28,0.07,0.4,0.21,0.41,0.16,0.45,0.32,0.08,0.33,0.32,0.29,0.53,0.48,0.59,0.57,0.39,0.6,0.6,0.7,0.54,0.18,0.08,0.02,0.16,0.02,0.27,0.26,0.32,0.37,0.09,0.08,0.09,0.09,0.85,0.06,0.26,0.24,0.4,0.28,0.61,0.48,0.28,0.8,0,0.47,0,0.56,0.47,0.38,0.73,0.35,1,0.13,0.13,0.14,0.31,0.3,0.31,0.28,0.48,0.68,0.46,0,0.01,0.14,0.35,0.22,0.06,0.26,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,1,0,0.02,?,?,?,?,0,?,0.42 +55,89,51150,Mequoncity,9,0.01,0.63,0.05,0.95,0.08,0.01,0.45,0.34,0.26,0.34,0.03,1,0.81,0.77,0.63,0.93,0.38,0.08,0.39,0.76,0.76,0.75,0.53,0.02,0.15,0.01,0.57,0,0.04,0.12,0.1,0.8,0.12,0.62,0.4,0.63,0.17,0.82,0.08,0.31,0.11,0.1,0.51,0.97,0.98,0.93,0.8,0.47,0.37,0,0.03,0,0.11,0.17,0.31,0.27,0.03,0.04,0.06,0.05,0.92,0.04,0.19,0.22,0.62,0.6,0.45,0.94,0.01,0.12,0.5,0.01,0.89,0.93,0.1,0.54,0.65,0,0.26,0.33,0.36,0.41,0.36,0.47,0.64,0.43,0.45,0.39,0.36,0,0,0.09,0.68,0.6,0.42,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.13,0.03,0.06,?,?,?,?,0,?,0 +40,?,?,Yukoncity,9,0.02,0.55,0.01,0.91,0.1,0.04,0.48,0.46,0.24,0.2,0.03,0.99,0.39,0.75,0.74,0.52,0.28,0.08,0.35,0.37,0.28,0.28,0.14,0.16,0.26,0.5,0.44,0.01,0.17,0.19,0.25,0.3,0.28,0.72,0.37,0.32,0.38,0.36,0.4,0.22,0.49,0.47,0.56,0.77,0.8,0.87,0.72,0.62,0.72,0,0.07,0,0.4,0.4,0.38,0.32,0.05,0.04,0.04,0.03,0.94,0.03,0.16,0.18,0.58,0.58,0.52,0.7,0.12,0.24,0.5,0.02,0.78,0.7,0.1,0.57,0.73,0.22,0.02,0.11,0.09,0.09,0.2,0.25,0.32,0.32,0.37,0.34,0.22,0.06,0,0.05,0.65,0.48,0.48,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.07,0.02,?,?,?,?,0,?,0.05 +55,79,75125,SouthMilwaukeecity,9,0.02,0.39,0.01,0.98,0.03,0.03,0.34,0.45,0.26,0.49,0.03,1,0.34,0.55,0.1,0.69,0.55,0.19,0.67,0.34,0.29,0.28,0.23,0.18,0.24,0.35,0.34,0.01,0.12,0.26,0.35,0.22,0.26,0.54,0.71,0.37,0.52,0.28,0.45,0.38,0.37,0.42,0.43,0.66,0.72,0.86,0.61,0.61,0.69,0.01,0.12,0,0.06,0.08,0.12,0.14,0.01,0.01,0.02,0.02,0.89,0.07,0.15,0.15,0.41,0.53,0.26,0.59,0.08,0.48,0.5,0.01,0.93,0.53,0.04,0.56,0.33,0.12,0.35,0.15,0.12,0.11,0.29,0.31,0.34,0.3,0.29,0.29,0.51,0,0,0.09,0.87,0.72,0.9,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.37,0.16,?,?,?,?,0,?,0.05 +6,?,?,SanRamoncity,9,0.04,0.49,0.04,0.81,0.55,0.11,0.42,0.47,0.27,0.1,0.06,1,0.86,0.89,0.23,0.67,0.1,0.06,0.23,0.81,0.69,0.69,0.67,0.38,0.43,0.9,0.75,0,0.03,0.03,0.05,0.7,0.11,0.87,0.31,0.28,0.1,0.69,0.44,0.37,0.48,0.47,0.53,0.83,0.86,0.9,0.78,0.46,0.56,0,0.08,0.02,0.28,0.31,0.33,0.4,0.2,0.19,0.19,0.21,0.8,0.1,0.16,0.17,0.54,0.64,0.31,0.7,0.07,0.33,0.5,0.03,0.81,0.64,0.01,0.08,0.88,0.01,0.07,0.86,0.87,0.85,0.95,0.9,1,0.88,0.44,0.89,0.28,0,0,0.3,0.48,0.32,0.24,0.5,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.26,0.11,?,?,?,?,0,?,0.03 +34,23,68790,SouthBrunswicktownship,9,0.03,0.48,0.12,0.76,0.54,0.07,0.27,0.43,0.2,0.18,0.03,0.86,0.7,0.86,0.45,0.67,0.2,0.05,0.26,0.67,0.58,0.58,0.53,0.41,0.4,0.4,0.61,0.01,0.06,0.14,0.15,0.65,0.17,0.81,0.39,0.43,0.18,0.69,0.3,0.35,0.34,0.33,0.53,0.88,0.89,0.9,0.73,0.39,0.47,0,0.1,0.02,0.28,0.35,0.39,0.45,0.22,0.25,0.25,0.26,0.71,0.11,0.18,0.18,0.54,0.59,0.34,0.75,0.07,0.38,0.5,0.03,0.79,0.71,0.11,0.42,0.83,0.02,0.1,0.49,0.47,0.48,0.76,0.73,0.86,0.81,0.37,0.64,0.54,0,0,0.34,0.48,0.49,0.5,0.49,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.05,0.36,?,?,?,?,0,?,0.06 +24,?,?,Annapoliscity,9,0.04,0.29,0.64,0.47,0.08,0.02,0.33,0.5,0.32,0.39,0.05,1,0.39,0.64,0.25,0.46,0.38,0.32,0.58,0.4,0.45,0.61,0.22,0.39,0.27,0.22,0.39,0.04,0.31,0.23,0.33,0.53,0.32,0.66,0.09,0.54,0.17,0.61,0.74,0.6,0.76,0.78,0.38,0.23,0.21,0.38,0.2,0.66,0.74,0.06,0.79,0.01,0.32,0.36,0.44,0.4,0.08,0.08,0.09,0.07,0.91,0.05,0.23,0.18,0.31,0.31,0.35,0.33,0.14,0.55,0,0.06,0.69,0.35,1,0.29,0.54,0.28,0.13,0.3,0.34,0.38,0.41,0.5,0.6,0.51,0.53,0.44,0.44,0.01,0,0.1,0.56,0.46,0.64,0.53,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.44,0.28,?,?,?,?,0,?,0.59 +22,?,?,Natchitochescity,9,0.01,0.68,0.97,0.21,0.04,0.02,0.92,0.76,0.76,0.41,0,0,0.05,0.27,0.55,0.24,0.51,0.86,0.43,0.04,0.07,0.18,0.1,0.26,0.14,0.17,0.22,0.05,1,0.59,0.57,0.35,1,0.17,0.22,0.81,0.38,0.38,0.38,0.84,0.55,0.5,0.62,0.16,0.11,0,0.14,0.59,0.58,0.04,1,0,0.29,0.35,0.45,0.44,0.02,0.02,0.02,0.02,0.97,0.02,0.45,0.39,0.49,0.46,0.53,0.41,0.26,0.48,0.5,0.04,0.48,0.43,0.45,0.83,0.58,0.72,0.3,0.06,0.07,0.08,0.03,0.11,0.11,0.14,1,0.51,0.79,0,0,0.02,0.87,0.49,0.6,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.14,0,?,?,?,?,0,?,0.33 +25,1,3635,Barnstabletown,9,0.05,0.34,0.05,0.92,0.04,0.03,0.27,0.34,0.21,0.68,0.05,0.83,0.36,0.38,0.27,0.45,0.64,0.26,0.71,0.39,0.42,0.41,0.34,0.26,0.16,0.32,0.31,0.02,0.17,0.09,0.17,0.45,0.46,0.4,0.19,0.37,0.25,0.45,0.45,0.38,0.5,0.5,0.33,0.57,0.63,0.59,0.57,0.52,0.52,0.01,0.15,0.02,0.38,0.43,0.42,0.38,0.15,0.15,0.13,0.11,0.87,0.07,0.15,0.15,0.34,0.35,0.33,0.67,0.07,0.39,0.5,0.36,0,0.66,0.07,0.57,0.71,0.1,0.17,0.4,0.4,0.45,0.48,0.55,0.62,0.59,0.81,0.76,0.57,0.16,0.01,0.16,0.69,0.55,0.65,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.17,0.06,0.07,?,?,?,?,0,?,0.75 +21,?,?,Madisonvillecity,9,0.01,0.35,0.25,0.8,0.03,0.01,0.38,0.41,0.25,0.58,0,0,0.16,0.35,0.39,0.38,0.63,0.5,0.57,0.21,0.23,0.23,0.19,0.15,0.39,0,0.31,0.03,0.49,0.64,0.57,0.23,0.61,0.28,0.28,0.62,0.45,0.37,0.58,0.27,0.61,0.62,0.36,0.51,0.53,0.45,0.55,0.42,0.43,0.01,0.25,0,0.15,0.11,0.21,0.26,0.01,0.01,0.01,0.01,0.99,0,0.12,0.12,0.34,0.36,0.34,0.59,0.08,0.54,0.5,0.03,0.65,0.58,0.16,0.54,0.52,0.6,0.66,0.05,0.05,0.07,0.07,0.1,0.09,0.1,0.49,0.15,0.18,0,0,0.02,0.81,0.6,0.79,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.1,0.01,?,?,?,?,0,?,0.43 +5,?,?,Arkadelphiacity,9,0,0.57,0.5,0.59,0.03,0.01,1,0.88,0.99,0.47,0,0,0.09,0.37,0.49,0.36,0.57,0.48,0.52,0.17,0.13,0.17,0.14,0.01,0.18,0,0.25,0.02,0.75,0.44,0.48,0.48,0.34,0.32,0.19,1,0.34,0.52,0.27,0.8,0.35,0.33,0.34,0.41,0.4,0.34,0.37,0.55,0.6,0.01,0.48,0,0.26,0.74,0.76,0.69,0.03,0.08,0.08,0.06,0.95,0.04,0.15,0.13,0.29,0.32,0.29,0.45,0.12,0.54,0.5,0.01,0.69,0.44,0.13,0.58,0.58,0.81,0.36,0.07,0.07,0.08,0.05,0.1,0.11,0.1,0.58,0.31,0.37,0.01,0,0.05,0.74,0.36,0.34,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.12,0.03,?,?,?,?,0,?,0.02 +28,?,?,Brandoncity,9,0,0.55,0.24,0.81,0.03,0.01,0.51,0.45,0.28,0.24,0.02,1,0.48,0.7,0.66,0.54,0.3,0.13,0.4,0.48,0.36,0.37,0.16,0,1,0.34,0.36,0.01,0.18,0.16,0.23,0.55,0.17,0.64,0.16,0.53,0.18,0.63,0.28,0.29,0.42,0.37,0.55,0.74,0.75,0.89,0.78,0.68,0.68,0,0.15,0,0,0.26,0.38,0.41,0,0.02,0.02,0.02,0.96,0.03,0.14,0.16,0.59,0.62,0.42,0.8,0.1,0.27,0.5,0.01,0.89,0.77,0.17,0.68,0.79,0.04,0.1,0.16,0.15,0.14,0.13,0.16,0.28,0.29,0.52,0.18,0.43,0,0,0.03,0.7,0.57,0.53,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.08,0,?,?,?,?,0,?,0.09 +42,91,45008,LowerMorelandtownship,9,0,0.53,0.01,0.95,0.2,0.01,0.43,0.37,0.29,0.49,0.02,1,0.81,0.49,0.21,0.87,0.52,0.1,0.48,0.82,0.86,0.85,0.12,0,0.43,0,0.29,0,0.05,0.08,0.13,0.66,0.11,0.5,0.26,0.68,0.12,0.8,0.05,0.34,0.08,0.07,0.53,0.95,0.96,0.97,0.88,0.42,0.33,0,0.02,0.01,0.17,0.16,0.17,0.19,0.1,0.09,0.08,0.09,0.81,0.09,0.2,0.23,0.59,0.63,0.07,0.95,0.03,0.11,1,0,0.95,0.89,0,0.26,0.52,0.01,0.07,0.57,0.58,0.57,0.28,0.35,0.39,0.29,0.56,0.32,0.24,0,0,0.26,0.82,0.93,0.71,0.89,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.13,0.3,?,?,?,?,0,?,0.03 +55,79,84675,Wauwatosacity,9,0.06,0.35,0.02,0.96,0.06,0.02,0.25,0.32,0.15,0.62,0.08,1,0.47,0.48,0.04,0.87,0.66,0.1,0.64,0.5,0.48,0.47,0.32,0.15,0.26,0.17,0.46,0.01,0.07,0.15,0.17,0.63,0.07,0.51,0.35,0.71,0.19,0.71,0.23,0.35,0.29,0.28,0.38,0.81,0.82,0.93,0.71,0.66,0.68,0.01,0.09,0.01,0.14,0.16,0.15,0.21,0.04,0.04,0.03,0.04,0.89,0.06,0.15,0.14,0.34,0.46,0.1,0.72,0.02,0.43,0.5,0.02,0.95,0.63,0,0.27,0.21,0.02,0.09,0.21,0.19,0.18,0.42,0.41,0.47,0.41,0.44,0.41,0.46,0,0,0.11,0.8,0.67,0.79,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.31,0.15,?,?,?,?,0,?,0.07 +6,?,?,BaldwinParkcity,9,0.1,1,0.05,0.32,0.75,1,0.62,0.69,0.47,0.14,0.11,1,0.35,0.75,0.18,0.15,0.24,0.67,0.26,0.28,0.13,0.11,0.29,0.15,0.25,0.25,0.27,0.1,0.41,0.94,0.88,0.14,0.55,0.47,0.7,0.16,0.88,0.14,0.34,0.64,0.47,0.42,1,0.6,0.51,0.6,0.61,0.37,0.26,0.09,0.58,0.2,0.4,0.49,0.54,0.6,1,1,1,1,0,1,1,1,1,1,1,0.47,1,0.67,0,0.03,0.89,0.52,0.43,0.18,0.52,0.33,0.42,0.38,0.37,0.35,0.56,0.57,0.63,0.56,0.75,0.7,0.15,0,0.01,1,0.42,0.46,0.82,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.88,0.23,?,?,?,?,0,?,0.25 +12,?,?,Lauderhillcity,9,0.06,0.28,0.75,0.37,0.09,0.12,0.26,0.4,0.23,0.73,0.08,1,0.25,0.39,0.09,0.44,0.64,0.21,0.33,0.27,0.34,0.43,0.27,0.13,0.33,0.3,0.41,0.05,0.26,0.18,0.35,0.3,0.33,0.42,0.21,0.44,0.29,0.39,0.57,0.38,0.62,0.63,0.34,0.36,0.37,0.47,0.27,0.69,0.69,0.06,0.58,0.07,0.41,0.44,0.55,0.6,0.59,0.56,0.63,0.64,0.74,0.13,0.23,0.19,0.31,0.27,0.39,0.45,0.33,0.86,0,0.27,0.15,0.49,0.05,0.34,0.77,0.2,0.02,0.2,0.2,0.23,0.52,0.45,0.47,0.47,0.83,0.61,0.33,0,0,0.61,0.19,0.33,0.52,0.32,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.57,0.18,?,?,?,?,0,?,0.48 +40,?,?,Adacity,9,0.01,0.29,0.08,0.72,0.03,0.02,0.61,0.58,0.55,0.67,0,0,0.07,0.18,0.47,0.35,0.69,0.48,0.47,0.14,0.18,0.2,0.2,0.13,0.08,0.12,0.19,0.03,0.61,0.44,0.51,0.37,0.55,0.28,0.29,0.67,0.4,0.44,0.53,0.42,0.54,0.57,0.32,0.46,0.48,0.65,0.37,0.56,0.54,0,0.12,0,0.81,0.81,0.86,0.8,0.07,0.06,0.06,0.05,0.93,0.02,0.14,0.11,0.24,0.24,0.29,0.45,0.1,0.62,0,0.05,0.48,0.46,0.3,0.51,0.46,0.63,0.32,0.04,0.04,0.06,0.06,0.1,0.1,0.11,0.52,0.34,0.53,0.01,0,0.03,0.75,0.48,0.59,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.1,0.01,?,?,?,?,0,?,0.22 +42,129,55128,NorthHuntingdontownship,9,0.03,0.49,0,1,0.01,0,0.4,0.38,0.26,0.48,0.04,0.9,0.34,0.51,0.11,0.64,0.61,0.17,0.81,0.33,0.28,0.27,0.44,0.11,0.24,0.23,0.32,0.01,0.13,0.21,0.28,0.25,0.39,0.4,0.43,0.45,0.34,0.41,0.19,0.3,0.18,0.19,0.47,0.87,0.87,0.9,0.85,0.33,0.36,0,0.05,0,0.04,0.11,0.12,0.1,0,0.01,0.01,0.01,0.95,0.01,0.11,0.13,0.53,0.53,0.33,0.9,0.03,0.25,0.5,0.01,0.93,0.87,0.03,0.63,0.48,0.02,0.13,0.12,0.11,0.09,0.21,0.23,0.23,0.24,0.25,0.24,0.28,0,0,0.04,0.98,0.97,0.86,0.93,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.09,0.06,?,?,?,?,0,?,0.04 +19,?,?,Marshalltowncity,9,0.02,0.37,0.02,0.96,0.06,0.02,0.37,0.39,0.24,0.58,0,0,0.26,0.49,0.43,0.6,0.54,0.29,0.46,0.31,0.28,0.27,0.42,0.06,0.15,0.21,0.18,0.02,0.24,0.26,0.32,0.27,0.24,0.49,0.59,0.52,0.45,0.39,0.58,0.3,0.46,0.53,0.38,0.63,0.68,0.67,0.63,0.63,0.72,0.01,0.11,0,0.14,0.28,0.28,0.37,0.02,0.03,0.02,0.03,0.95,0.03,0.14,0.13,0.34,0.39,0.25,0.66,0.06,0.49,0.5,0.03,0.76,0.62,0.12,0.65,0.29,0.19,0.32,0.05,0.05,0.06,0.14,0.16,0.14,0.17,0.32,0.18,0.37,0.01,0,0.04,0.84,0.66,0.76,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.14,0.03,?,?,?,?,0,?,0.16 +37,?,?,Havelockcity,9,0.02,0.92,0.35,0.63,0.16,0.12,0.67,1,0.85,0,0,0,0.21,0.95,0.3,0.28,0.04,0.11,0.25,0.16,0.14,0.15,0.2,0.11,0.11,0.25,0.25,0.02,0.27,0.08,0.14,0.19,0.32,0.83,0.15,0.26,0.22,0.29,0.32,0.52,0.28,0.3,0.63,0.86,0.86,0.81,0.75,0.24,0.17,0.01,0.25,0,0.4,0.42,0.48,0.52,0.1,0.09,0.09,0.09,0.86,0.03,0.2,0.25,0.74,0.63,0.8,0.04,0.19,0.46,0.5,0.02,0.72,0.11,0.02,0.52,0.63,0.44,0.38,0.14,0.11,0.09,0.32,0.3,0.29,0.26,0.3,0.61,0.21,0,0,0.1,0.15,0,0,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.11,0.04,?,?,?,?,0,?,0.11 +25,17,80230,Wilmingtontown,9,0.01,0.71,0.01,0.98,0.06,0.01,0.43,0.47,0.33,0.28,0.03,1,0.67,0.77,0.2,0.55,0.43,0.16,0.58,0.61,0.42,0.4,0.9,0.15,0.35,0.67,0.37,0,0.05,0.15,0.27,0.32,0.37,0.69,0.49,0.38,0.34,0.43,0.15,0.46,0.19,0.18,0.72,0.9,0.87,0.9,0.86,0.42,0.58,0,0.07,0,0.1,0.14,0.2,0.3,0.03,0.04,0.05,0.06,0.91,0.02,0.4,0.45,0.79,0.76,0.56,0.96,0.05,0.14,0.5,0,0.95,0.95,0.33,0.42,0.44,0.02,0.13,0.49,0.45,0.39,0.4,0.57,0.79,0.58,0.51,0.53,0.4,0,0,0.12,0.92,0.92,0.92,0.92,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.09,0.17,?,?,?,?,0,?,0.18 +34,25,25200,Freeholdborough,9,0,0.52,0.36,0.6,0.17,0.21,0.36,0.51,0.31,0.42,0.02,1,0.47,0.64,0.32,0.48,0.53,0.25,0.51,0.46,0.35,0.39,0.28,0.06,0.47,0.28,0.31,0.01,0.2,0.36,0.45,0.34,0.41,0.58,0.26,0.48,0.44,0.44,0.43,0.54,0.51,0.49,0.6,0.57,0.51,0.85,0.48,0.64,0.46,0.02,0.68,0.01,0.59,0.57,0.71,0.74,0.3,0.25,0.29,0.28,0.74,0.25,0.46,0.43,0.56,0.56,0.56,0.5,0.27,0.49,0.5,0.01,0.8,0.5,0.25,0.49,0.35,0.26,0.34,0.34,0.33,0.31,0.49,0.57,0.65,0.58,0.67,0.67,0.64,0,0,0.21,0.63,0.64,0.67,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.45,0.28,?,?,?,?,0,?,0.28 +5,?,?,Texarkanacity,9,0.02,0.41,0.62,0.5,0.03,0.01,0.45,0.48,0.32,0.5,0.04,1,0.12,0.32,0.28,0.24,0.56,0.45,0.39,0.17,0.16,0.23,0.14,0.13,0.08,0.08,0.13,0.05,0.67,0.46,0.57,0.18,0.46,0.32,0.42,0.44,0.58,0.28,0.65,0.36,0.69,0.71,0.46,0.33,0.31,0.4,0.34,0.5,0.4,0.03,0.57,0,0.75,0.55,0.77,0.69,0.05,0.03,0.04,0.03,0.97,0.05,0.25,0.23,0.41,0.4,0.46,0.49,0.18,0.57,0,0.06,0.51,0.51,0.29,0.64,0.48,0.47,0.24,0.04,0.05,0.06,0.08,0.16,0.17,0.18,0.53,0.2,0.63,0,0.03,0.02,0.44,0.63,0.69,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.11,0.01,?,?,?,?,0,?,0.57 +37,?,?,Laurinburgcity,9,0,0.47,0.88,0.24,0.02,0.01,0.66,0.59,0.5,0.51,0,0,0.08,0.28,0.15,0.17,0.68,1,0.49,0.09,0.14,0.23,0.16,0.1,0.04,0,0.09,0.03,0.78,0.66,0.71,0.23,0.86,0.21,0.85,0.44,0.75,0.31,0.5,0.65,0.63,0.62,0.51,0.08,0.05,0.13,0.05,0.55,0.56,0.02,0.72,0,0.75,0.64,0.58,0.6,0.07,0.05,0.04,0.04,0.94,0.04,0.34,0.3,0.41,0.42,0.43,0.4,0.23,0.56,0,0.02,0.69,0.41,0.11,0.48,0.63,0.76,0.21,0.06,0.05,0.07,0.03,0.1,0.14,0.15,0.8,0.35,0.68,0,0,0.03,0.8,0.54,0.72,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.13,0.02,?,?,?,?,0,?,0.39 +36,119,64309,Ryecity,9,0.01,0.49,0.03,0.86,0.42,0.08,0.32,0.35,0.21,0.45,0.02,1,0.96,0.69,0.07,0.81,0.44,0.07,0.39,1,1,1,0.47,1,0.69,0.33,0.49,0,0.09,0.09,0.15,0.84,0.1,0.52,0.21,0.53,0.04,0.88,0.15,0.37,0.26,0.22,0.51,0.9,0.94,0.98,0.87,0,0,0,0.05,0.02,0.82,0.85,0.8,0.72,1,1,1,0.85,0.67,0.2,0.19,0.2,0.51,0.55,0.4,0.7,0.05,0.3,0.5,0.01,0.89,0.67,0.04,0.32,0.19,0.01,0.08,1,1,1,0.76,0.89,1,0.89,0.4,0.47,1,0,0,0.69,0.52,0.67,0.62,0.45,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.22,1,?,?,?,?,0,?,0.01 +8,?,?,Northglenncity,9,0.03,0.5,0.03,0.86,0.12,0.27,0.45,0.52,0.33,0.19,0.04,1,0.38,0.77,0.12,0.45,0.24,0.21,0.46,0.37,0.29,0.28,0.34,0.16,0.29,0.36,0.39,0.01,0.13,0.12,0.28,0.21,0.31,0.7,0.38,0.26,0.53,0.29,0.6,0.39,0.61,0.63,0.53,0.63,0.61,0.73,0.71,0.66,0.74,0.01,0.13,0.01,0.09,0.17,0.23,0.3,0.02,0.04,0.05,0.06,0.86,0.06,0.31,0.3,0.54,0.62,0.42,0.6,0.11,0.32,0.5,0.03,0.78,0.56,0.03,0.5,0.58,0.18,0.08,0.17,0.13,0.12,0.31,0.31,0.41,0.3,0.42,0.49,0.32,0,0,0.1,0.48,0.58,0.61,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.33,0.14,?,?,?,?,0,?,0.14 +32,?,?,BoulderCitycity,9,0,0.36,0.01,0.96,0.06,0.07,0.37,0.29,0.17,0.79,0,0,0.37,0.27,0.25,0.68,0.74,0.07,1,0.39,0.41,0.4,0.03,0.24,0.6,0.3,0.39,0.01,0.16,0.13,0.28,0.35,0.26,0.28,0.12,0.31,0.31,0.46,0.52,0.2,0.4,0.47,0.29,0.67,0.67,0.83,0.69,0.4,0.54,0,0.07,0,0.08,0.1,0.12,0.15,0.02,0.02,0.02,0.03,0.94,0.02,0.2,0.21,0.37,0.33,0.47,0.67,0.1,0.53,0.5,0.02,0.71,0.7,0.02,0.44,0.75,0.11,0.06,0.28,0.28,0.29,0.42,0.46,0.52,0.48,0.51,0.56,0.12,0,0,0.09,0.04,0.34,0.41,0.05,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.03,0.02,?,?,?,?,0,?,0.12 +37,?,?,Boonetown,9,0,0.72,0.09,0.92,0.05,0.01,1,1,1,0.19,0,0,0.03,0.72,0.35,0.5,0.3,0.11,0.15,0.3,0.12,0.12,0.16,0.08,0.19,0.09,0.12,0.03,1,0.32,0.36,0.71,0.5,0.19,0.09,0.66,0.18,0.51,0.07,1,0.1,0.09,0.2,0.61,0.65,0.82,0.42,0.39,0.7,0,0.1,0,0.37,0.34,0.43,0.51,0.04,0.03,0.04,0.04,0.96,0.03,0.03,0.01,0.19,0.28,0.22,0.17,0.1,0.77,0,0.02,0.56,0.17,0.03,0.44,0.75,0.1,0.07,0.17,0.18,0.2,0.23,0.25,0.29,0.24,1,0.46,0.24,0.01,0,0.04,0.61,0.03,0,0.57,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.2,0.02,?,?,?,?,0,?,0.06 +6,?,?,Cerritoscity,9,0.07,0.9,0.15,0.12,1,0.23,0.62,0.53,0.41,0.16,0.08,1,0.78,0.85,0.35,0.58,0.14,0.27,0.26,0.69,0.47,0.53,0.51,0.45,0.39,0.53,0.6,0.02,0.09,0.12,0.16,0.6,0.18,0.66,0.48,0.38,0.19,0.63,0.19,0.48,0.28,0.25,0.89,0.86,0.8,0.87,0.83,0.51,0.6,0.01,0.09,0.13,0.26,0.31,0.44,0.51,0.65,0.7,0.89,0.95,0.2,0.45,0.61,0.69,0.99,0.93,0.99,0.81,0.5,0.18,0.5,0.02,0.94,0.83,0.05,0.26,0.73,0.01,0.12,0.86,0.82,0.82,0.98,1,1,1,0.62,0.58,0.11,0,0,1,0.37,0.71,0.77,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.52,0.05,?,?,?,?,0,?,0.37 +18,?,?,EastChicagocity,9,0.04,0.52,0.65,0.05,0.01,0.89,0.54,0.53,0.34,0.44,0.05,1,0.13,0.29,0.01,0.26,0.64,0.79,0.66,0.16,0.13,0.19,0.19,0.07,0.32,0.26,0.32,0.08,0.68,0.71,0.75,0.08,1,0.17,0.77,0.37,0.84,0.15,0.63,0.67,0.64,0.66,0.69,0.11,0.16,0,0.17,0.16,0.11,0.07,0.8,0.03,0.19,0.19,0.22,0.24,0.15,0.13,0.14,0.14,0.25,0.41,0.58,0.51,0.56,0.63,0.53,0.32,0.36,0.63,0,0.07,0.58,0.32,0.84,0.79,0.13,0.66,0.64,0.06,0.05,0.05,0.06,0.11,0.11,0.12,0.41,0.11,0.37,0,0.01,0.34,0.61,0.79,0.93,0.81,0.01,0.3,0.98,0.36,0,0.08,0.07,0.3,1,0,0.8,0.83,0,1,0,0.29,0.65,0.03,0.24,0.23,0.02,0,0.77,0,0,0.15,1 +41,?,?,Hillsborocity,9,0.04,0.58,0.01,0.83,0.13,0.21,0.44,0.49,0.29,0.25,0.06,1,0.35,0.67,0.29,0.48,0.35,0.26,0.4,0.34,0.26,0.27,0.24,0.22,0.27,0.16,0.19,0.03,0.21,0.27,0.3,0.3,0.22,0.66,0.65,0.27,0.45,0.34,0.49,0.35,0.58,0.56,0.59,0.65,0.67,0.7,0.62,0.58,0.65,0.01,0.2,0.02,0.67,0.76,0.82,0.79,0.43,0.43,0.42,0.37,0.79,0.27,0.39,0.39,0.61,0.58,0.65,0.47,0.25,0.39,0.5,0.02,0.87,0.49,0.15,0.3,0.73,0.13,0.21,0.16,0.14,0.13,0.35,0.33,0.42,0.36,0.4,0.43,0.49,0.01,0,0.27,0.44,0.38,0.58,0.52,0.03,0.5,0.97,0.44,0.01,0.12,0.06,0.5,0.78,0.97,0.02,0.01,0.09,0.03,0.04,0.36,0.11,0.05,0.16,0.2,0.06,0.04,0.22,0.5,0.59,0.48,0.09 +19,?,?,Davenportcity,9,0.14,0.39,0.15,0.84,0.06,0.06,0.42,0.5,0.33,0.4,0.15,1,0.24,0.51,0.25,0.48,0.47,0.38,0.52,0.28,0.25,0.26,0.17,0.13,0.11,0.22,0.27,0.13,0.41,0.24,0.36,0.31,0.4,0.5,0.39,0.4,0.49,0.37,0.53,0.44,0.54,0.55,0.46,0.49,0.52,0.47,0.52,0.58,0.56,0.09,0.41,0.02,0.43,0.47,0.5,0.47,0.07,0.07,0.07,0.06,0.92,0.05,0.23,0.2,0.4,0.45,0.34,0.56,0.09,0.53,0.5,0.17,0.69,0.53,0.6,0.55,0.35,0.25,0.18,0.08,0.07,0.07,0.18,0.2,0.2,0.2,0.49,0.2,0.42,0.06,0.07,0.07,0.65,0.54,0.71,0.61,0.02,0.13,0.97,0.15,0.04,0.18,0.45,0.13,0.86,0.92,0.07,0.04,0,0.07,0.02,0.64,0.29,0.18,0.13,0.06,0.05,0.02,0.69,1,0.43,0.11,0.65 +34,37,69690,Spartatownship,9,0.01,0.58,0.01,0.98,0.07,0.03,0.43,0.37,0.24,0.24,0,0,0.85,0.73,0.5,0.76,0.28,0.09,0.43,0.81,0.67,0.65,1,0,0.44,0.38,0.79,0,0.03,0.06,0.09,0.7,0.2,0.65,0.26,0.48,0.1,0.75,0.24,0.3,0.2,0.22,0.58,0.92,0.94,0.94,0.88,0.08,0.32,0,0.04,0,0.1,0.1,0.13,0.15,0.03,0.03,0.04,0.04,0.9,0.02,0.18,0.21,0.63,0.64,0.4,0.89,0.01,0.19,0.5,0.02,0.65,0.87,0.06,0.64,0.48,0.01,0.07,0.51,0.51,0.57,0.46,0.67,0.91,0.69,0.65,0.68,0.64,0,0,0.14,0.56,0.6,0.49,0.57,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.03,0.17,?,?,?,?,0,?,0.02 +48,?,?,Friendswoodcity,9,0.02,0.59,0.05,0.91,0.1,0.11,0.49,0.44,0.25,0.14,0.04,1,0.64,0.83,0.5,0.63,0.19,0.07,0.35,0.61,0.52,0.51,0.44,0.17,0.48,0.39,0.56,0.01,0.06,0.06,0.1,0.56,0.19,0.75,0.45,0.46,0.16,0.7,0.34,0.26,0.42,0.4,0.58,0.82,0.84,0.89,0.82,0.52,0.5,0,0.04,0.01,0.15,0.22,0.3,0.29,0.04,0.06,0.07,0.06,0.89,0.06,0.22,0.24,0.64,0.68,0.48,0.75,0.08,0.14,0.5,0.01,0.88,0.72,0.08,0.44,0.77,0,0.09,0.17,0.17,0.19,0.43,0.43,0.5,0.51,0.4,0.38,0.31,0,0,0.12,0.54,0.52,0.47,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.09,0.05,?,?,?,?,0,?,0.08 +48,?,?,HarkerHeightscity,9,0,0.5,0.2,0.74,0.2,0.17,0.51,0.68,0.49,0.1,0.02,1,0.24,0.78,0.38,0.36,0.14,0.22,0.5,0.21,0.24,0.25,0.27,0.39,0.19,0.25,0.34,0.01,0.29,0.12,0.19,0.43,0.24,0.66,0.14,0.64,0.3,0.53,0.41,0.22,0.51,0.48,0.48,0.7,0.68,0.68,0.7,0.42,0.41,0,0.17,0.01,0.13,0.2,0.37,0.46,0.06,0.08,0.14,0.16,0.8,0.06,0.2,0.21,0.55,0.56,0.55,0.42,0.22,0.47,0.5,0.03,0.56,0.43,0.04,0.36,0.83,0.43,0.06,0.16,0.18,0.18,0.23,0.23,0.26,0.26,0.38,0.55,0.18,0,0,0.19,0.28,0.26,0.2,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0.01,?,?,?,?,0,?,0.34 +53,?,?,Sunnysidecity,9,0,0.76,0.01,0.21,0.04,1,0.58,0.57,0.37,0.35,0,0,0.15,0.48,1,0.26,0.53,0.81,0.3,0.13,0.1,0.21,0.22,0.16,0.1,0.14,0.17,0.03,0.74,1,0.95,0.15,1,0.28,0.25,0.4,0.57,0.22,0.34,0.5,0.55,0.47,0.9,0.44,0.45,0.47,0.42,0.53,0.37,0.01,0.44,0.02,0.37,0.58,0.66,0.67,0.58,0.8,0.83,0.77,0.1,0.89,1,0.95,0.81,0.69,0.91,0.39,0.98,0.57,0,0.01,0.87,0.45,0.5,0.59,0.5,0.64,0.67,0.07,0.06,0.06,0.14,0.16,0.14,0.13,0.37,0.23,0.39,0,0,0.67,0.44,0.5,0.79,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.26,0.01,?,?,?,?,0,?,0.39 +48,?,?,Beevillecity,9,0.01,0.56,0.07,0.54,0.05,1,0.55,0.56,0.37,0.36,0,0,0.14,0.4,0.57,0.2,0.47,0.64,0.26,0.12,0.1,0.14,0.17,0.14,0,0.14,0.19,0.04,0.81,0.84,0.7,0.18,0.84,0.3,0.16,0.46,0.29,0.29,0.54,0.4,0.59,0.59,0.72,0.49,0.49,0.78,0.56,0.29,0.29,0.01,0.19,0,0.11,0.14,0.16,0.25,0.02,0.02,0.02,0.03,0.1,0.43,0.55,0.5,0.59,0.6,0.58,0.49,0.44,0.55,0,0.04,0.38,0.49,0.43,0.87,0.52,0.95,0.5,0.04,0.03,0.04,0.05,0.13,0.16,0.15,0.48,0.58,0.56,0,0,0.06,0.87,0.58,0.67,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.18,0,?,?,?,?,0,?,0.29 +5,?,?,Magnoliacity,9,0,0.41,0.66,0.47,0.02,0.01,0.61,0.57,0.49,0.56,0,0,0.11,0.27,0.4,0.4,0.59,0.55,0.38,0.16,0.17,0.26,0.12,0.04,0.16,0,0.13,0.02,0.67,0.45,0.54,0.27,0.43,0.36,0.53,0.48,0.55,0.34,0.49,0.47,0.53,0.54,0.43,0.41,0.4,0.33,0.34,0.48,0.59,0.01,0.49,0,0.55,0.56,0.82,0.81,0.05,0.05,0.06,0.06,0.98,0.01,0.26,0.22,0.34,0.32,0.4,0.49,0.2,0.51,0.5,0.02,0.65,0.51,0.15,0.57,0.42,0.68,0.64,0.06,0.06,0.09,0.04,0.08,0.08,0.12,0.58,0.37,0.54,0,0,0.04,0.72,0.55,0.61,0.61,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.11,0.01,?,?,?,?,0,?,0.2 +6,?,?,GrandTerracecity,9,0,0.54,0.07,0.7,0.36,0.34,0.39,0.45,0.27,0.28,0.02,1,0.55,0.76,0.39,0.49,0.28,0.3,0.5,0.52,0.47,0.46,0.56,0.56,0.41,0.5,0.54,0,0.08,0.09,0.19,0.43,0.23,0.68,0.19,0.69,0.28,0.65,0.5,0.33,0.53,0.53,0.54,0.72,0.72,0.83,0.76,0.44,0.5,0,0.23,0.01,0.21,0.28,0.35,0.33,0.14,0.17,0.19,0.16,0.74,0.05,0.3,0.31,0.58,0.6,0.49,0.68,0.21,0.34,0.5,0.01,0.82,0.66,0.04,0.19,0.73,0.1,0.11,0.34,0.33,0.32,0.58,0.59,0.66,0.55,0.4,0.52,0,0,0,0.28,0.53,0.42,0.51,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.26,0.04,?,?,?,?,0,?,0.13 +39,35,75098,Strongsvillecity,9,0.04,0.55,0.02,0.95,0.14,0.02,0.42,0.4,0.24,0.24,0.06,1,0.65,0.81,0.29,0.74,0.3,0.06,0.36,0.62,0.52,0.49,0.66,0.12,0.55,0.53,0.52,0.01,0.05,0.08,0.16,0.49,0.18,0.7,0.48,0.4,0.24,0.6,0.26,0.27,0.22,0.24,0.58,0.93,0.94,0.92,0.91,0.4,0.45,0,0.06,0.01,0.18,0.26,0.26,0.27,0.07,0.09,0.08,0.07,0.88,0.06,0.19,0.21,0.61,0.68,0.18,0.88,0.03,0.24,0.5,0.04,0.76,0.81,0.15,0.14,0.75,0.03,0.11,0.28,0.27,0.26,0.4,0.36,0.35,0.33,0.39,0.39,0.21,0,0,0.16,0.76,0.61,0.74,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.12,0.16,?,?,?,?,0,?,0.02 +48,?,?,Arlingtoncity,9,0.4,0.41,0.16,0.74,0.24,0.16,0.42,0.64,0.39,0.12,0.41,1,0.39,0.85,0.27,0.43,0.13,0.11,0.22,0.41,0.38,0.4,0.3,0.23,0.26,0.24,0.32,0.19,0.21,0.12,0.19,0.48,0.29,0.78,0.43,0.29,0.29,0.5,0.56,0.43,0.62,0.61,0.5,0.7,0.71,0.77,0.61,0.57,0.6,0.07,0.15,0.13,0.45,0.52,0.63,0.69,0.24,0.25,0.27,0.27,0.79,0.14,0.19,0.18,0.45,0.58,0.34,0.46,0.23,0.52,0.5,0.65,0.55,0.4,0.14,0.33,0.81,0.33,0.08,0.17,0.17,0.18,0.32,0.32,0.35,0.31,0.34,0.5,0.24,0.03,0,0.22,0.5,0.29,0.43,0.54,0.07,0.1,0.92,0.13,0.18,0.23,0.68,0.1,0.9,0.79,0.17,0.16,0,0.23,0.1,0.64,0.11,0.27,0.23,0.01,0.09,0.06,0.83,1,0.81,0.08,0.32 +25,27,75015,Westboroughtown,9,0.01,0.42,0.03,0.92,0.18,0.03,0.32,0.44,0.25,0.39,0.02,0.79,0.53,0.71,0.14,0.64,0.38,0.1,0.42,0.6,0.54,0.53,0.55,0.39,0.4,0.37,0.53,0,0.08,0.13,0.14,0.65,0.24,0.64,0.55,0.41,0.21,0.71,0.39,0.46,0.36,0.38,0.47,0.86,0.85,0.9,0.74,0.47,0.64,0,0.08,0.01,0.22,0.47,0.57,0.58,0.12,0.22,0.24,0.22,0.83,0.1,0.15,0.14,0.4,0.55,0.19,0.63,0.05,0.5,0.5,0.02,0.75,0.54,0.02,0.33,0.6,0.02,0.11,0.51,0.51,0.52,0.65,0.69,0.83,0.67,0.47,0.54,0.56,0,0,0.22,0.65,0.58,0.56,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.06,0.04,?,?,?,?,0,?,0.13 +44,9,67460,SouthKingstowntown,9,0.02,0.79,0.03,0.9,0.18,0.02,1,0.82,0.91,0.35,0,0,0.41,0.52,0.49,0.65,0.46,0.21,0.57,0.41,0.31,0.32,0.23,0.09,0.18,0.09,0.25,0.01,0.17,0.15,0.23,0.63,0.31,0.44,0.22,0.74,0.18,0.54,0.24,0.78,0.22,0.24,0.48,0.75,0.76,0.95,0.46,0.48,0.57,0,0.13,0.01,0.67,0.67,0.63,0.66,0.28,0.25,0.21,0.2,0.88,0.04,0.18,0.18,0.46,0.5,0.37,0.67,0.08,0.43,0.5,0.13,0,0.65,0.15,0.85,0.56,0.06,1,0.38,0.4,0.42,0.38,0.44,0.55,0.46,0.58,0.58,0.37,0.01,0,0.17,0.55,0.44,0.36,0.35,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.16,0.04,0.05,?,?,?,?,0,?,0.04 +12,?,?,FortLauderdalecity,9,0.22,0.23,0.55,0.54,0.05,0.13,0.24,0.37,0.21,0.57,0.24,1,0.26,0.41,0.25,0.47,0.55,0.23,0.35,0.3,0.5,0.67,0.17,0.24,0.53,0.26,0.43,0.23,0.45,0.31,0.44,0.34,0.42,0.43,0.17,0.34,0.31,0.39,0.92,0.62,0.75,0.85,0.34,0.28,0.25,0.35,0.23,0.53,0.51,0.2,0.72,0.17,0.33,0.46,0.52,0.64,0.4,0.49,0.51,0.57,0.67,0.25,0.32,0.21,0.21,0.21,0.27,0.42,0.38,0.85,0,0.79,0.21,0.44,0.26,0.44,0.52,0.43,0.33,0.18,0.22,0.37,0.37,0.36,0.42,0.36,0.66,0.63,0.5,0.14,1,0.52,0.2,0.48,0.65,0.52,0.09,0.28,0.9,0.32,0.1,0.23,0.27,0.28,0.64,0.78,0.22,0.12,0.04,0.23,0.18,0.14,0.22,0.09,0.4,0.26,0.19,0.12,0.69,0.5,1,0.32,0.59 +6,?,?,Gilroycity,9,0.03,0.78,0.02,0.52,0.25,0.88,0.51,0.55,0.34,0.21,0,0,0.48,0.7,0.39,0.38,0.3,0.59,0.32,0.45,0.31,0.37,0.34,0.5,0.37,0.26,0.31,0.04,0.33,0.55,0.55,0.25,0.51,0.6,0.46,0.3,0.52,0.32,0.46,0.49,0.57,0.54,0.83,0.6,0.58,0.69,0.52,0.56,0.51,0.02,0.3,0.03,0.34,0.44,0.5,0.52,0.37,0.42,0.43,0.41,0.36,0.51,0.7,0.71,0.84,0.75,0.9,0.42,0.65,0.47,0.5,0.01,0.93,0.47,0.12,0.24,0.75,0.3,0.2,0.63,0.65,0.61,0.5,0.59,0.67,0.58,0.67,0.83,0.19,0.05,0,0.46,0.6,0.44,0.72,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.26,0.08,?,?,?,?,0,?,0.33 +48,?,?,McKinneycity,9,0.02,0.52,0.25,0.63,0.03,0.31,0.54,0.62,0.44,0.36,0,0,0.26,0.6,0.71,0.34,0.43,0.37,0.26,0.27,0.31,0.37,0.12,0.16,0.3,0.25,0.27,0.03,0.46,0.46,0.54,0.29,0.35,0.47,0.49,0.27,0.48,0.34,0.56,0.41,0.6,0.6,0.53,0.57,0.49,0.53,0.52,0.59,0.59,0.02,0.37,0.01,0.5,0.76,0.77,0.81,0.16,0.21,0.19,0.19,0.74,0.22,0.38,0.35,0.48,0.47,0.51,0.43,0.34,0.59,0,0.05,0.54,0.45,0.32,0.49,0.67,0.82,0.67,0.09,0.13,0.17,0.28,0.29,0.29,0.3,0.56,0.63,0.56,0.01,0,0.13,0.72,0.35,0.5,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.13,0.04,0.01,?,?,?,?,0,?,0.5 +51,570,18448,ColonialHeightscity,9,0.01,0.37,0.02,0.95,0.13,0.02,0.39,0.4,0.28,0.52,0.03,1,0.38,0.52,0.21,0.57,0.55,0.13,0.84,0.4,0.36,0.35,0.24,0,0.36,0.21,0.33,0.01,0.14,0.3,0.37,0.26,0.2,0.53,0.36,0.33,0.32,0.41,0.43,0.27,0.49,0.49,0.35,0.68,0.69,0.86,0.6,0.72,0.67,0,0.05,0,0.18,0.16,0.29,0.28,0.05,0.04,0.07,0.06,0.9,0.03,0.06,0.08,0.4,0.39,0.39,0.68,0.04,0.32,0.5,0.01,0.89,0.68,0.03,0.31,0.5,0.17,0.1,0.14,0.13,0.14,0.31,0.3,0.3,0.33,0.31,0.23,0.37,0.01,0,0.12,0.61,0.66,0.56,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.18,0.02,?,?,?,?,0,?,0.1 +48,?,?,Carrolltoncity,9,0.12,0.46,0.1,0.75,0.42,0.19,0.33,0.5,0.24,0.06,0.13,1,0.56,0.92,0.35,0.55,0.07,0.05,0.09,0.55,0.48,0.51,0.38,0.28,0.28,0.27,0.37,0.03,0.11,0.14,0.15,0.61,0.2,0.89,0.42,0.24,0.21,0.6,0.45,0.3,0.59,0.55,0.49,0.77,0.8,0.82,0.69,0.56,0.62,0.02,0.13,0.06,0.28,0.39,0.56,0.69,0.22,0.28,0.36,0.4,0.71,0.22,0.16,0.17,0.51,0.57,0.43,0.55,0.22,0.4,0.5,0.13,0.69,0.52,0.17,0.17,0.88,0.17,0.13,0.23,0.22,0.22,0.43,0.42,0.5,0.43,0.32,0.54,0.4,0,0,0.34,0.41,0.3,0.24,0.49,0.01,0.1,0.98,0.11,0.02,0.1,0.29,0.1,0.75,0.92,0.02,0.11,0,0.09,0.01,0.36,0.09,0.1,0.2,0.08,0.01,0.02,0.57,0.5,0.27,0.08,0.09 +48,?,?,Orangecity,9,0.02,0.42,0.65,0.46,0.06,0.04,0.43,0.43,0.27,0.5,0,0,0.18,0.36,0.28,0.38,0.62,0.49,0.62,0.2,0.2,0.28,0.17,0.25,0.13,0.34,0.31,0.04,0.6,0.35,0.5,0.27,0.54,0.25,0.55,0.51,0.46,0.38,0.66,0.29,0.62,0.66,0.48,0.4,0.39,0.39,0.42,0.36,0.26,0.02,0.45,0,0.43,0.38,0.36,0.37,0.04,0.03,0.03,0.03,0.9,0.08,0.24,0.24,0.45,0.43,0.49,0.51,0.21,0.46,0.5,0.06,0.43,0.52,1,0.66,0.42,0.45,0.1,0.05,0.04,0.06,0.09,0.17,0.17,0.18,0.44,0.19,0.46,0.01,0,0.04,0.66,0.66,0.8,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.07,0,?,?,?,?,0,?,0.52 +9,3,25990,Enfieldtown,9,0.06,0.54,0.05,0.94,0.06,0.04,0.32,0.5,0.29,0.33,0.07,0.97,0.54,0.72,0.24,0.59,0.43,0.17,0.57,0.51,0.4,0.39,0.22,0.23,0.29,0.32,0.42,0.01,0.06,0.22,0.36,0.27,0.21,0.64,0.61,0.21,0.4,0.37,0.32,0.48,0.35,0.34,0.49,0.77,0.78,0.83,0.68,0.57,0.7,0.01,0.11,0.02,0.22,0.2,0.24,0.33,0.08,0.07,0.07,0.09,0.85,0.06,0.19,0.2,0.53,0.57,0.36,0.77,0.05,0.33,0.5,0.03,0.87,0.73,0.01,0.36,0.44,0.05,0.07,0.4,0.35,0.31,0.45,0.54,0.6,0.59,0.4,0.54,0.42,0,0,0.15,0.45,0.69,0.75,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.11,0.07,?,?,?,?,0,?,0.04 +34,27,58110,Pequannocktownship,9,0,0.62,0.01,0.97,0.1,0.04,0.39,0.43,0.31,0.39,0.02,1,0.71,0.72,0.3,0.75,0.49,0.1,0.46,0.69,0.54,0.53,0.63,0,0.32,0.39,0.73,0,0.02,0.23,0.23,0.46,0.18,0.65,0.39,0.38,0.22,0.55,0.14,0.41,0.17,0.16,0.63,0.9,0.92,0.95,0.83,0.48,0.52,0,0.03,0.01,0.24,0.31,0.29,0.3,0.11,0.12,0.1,0.1,0.87,0.08,0.28,0.31,0.68,0.7,0.3,0.93,0.03,0.21,0.5,0,0.94,0.89,0.22,0.44,0.38,0.01,0.14,0.55,0.54,0.51,0.4,0.6,0.76,0.67,0.62,0.63,0.67,0,0,0.18,0.71,0.93,0.77,0.9,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0.16,?,?,?,?,0,?,0.05 +51,?,?,Christiansburgtown,9,0.01,0.36,0.1,0.92,0.02,0.01,0.39,0.48,0.31,0.37,0,0,0.24,0.56,0.18,0.39,0.46,0.33,0.4,0.26,0.24,0.22,0.28,0,0.37,0.33,0.55,0.01,0.28,0.56,0.55,0.26,0.21,0.6,0.59,0.48,0.55,0.39,0.51,0.28,0.59,0.58,0.35,0.62,0.64,0.8,0.43,0.66,0.74,0,0.09,0,0,0.3,0.25,0.36,0,0.01,0.01,0.01,0.99,0.01,0.07,0.08,0.38,0.4,0.36,0.62,0.05,0.4,0.5,0.01,0.86,0.61,0.03,0.51,0.71,0.28,0.06,0.12,0.12,0.11,0.15,0.19,0.22,0.19,0.3,0.35,0.21,0,0,0.01,0.76,0.53,0.69,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.09,0.01,?,?,?,?,0,?,0.05 +51,800,76432,Suffolkcity,9,0.07,0.53,0.87,0.31,0.02,0.01,0.4,0.44,0.26,0.42,0.06,0.75,0.24,0.5,0.66,0.3,0.52,0.51,0.58,0.26,0.23,0.34,0.18,0.24,0.78,0.22,0.52,0.08,0.45,0.61,0.63,0.18,0.45,0.42,0.5,0.38,0.57,0.32,0.51,0.37,0.46,0.5,0.55,0.48,0.42,0.52,0.44,0.54,0.57,0.08,0.67,0,0.25,0.29,0.46,0.47,0.01,0.01,0.02,0.02,0.96,0.02,0.34,0.34,0.56,0.53,0.58,0.6,0.16,0.35,0.5,0.08,0.7,0.62,0.75,0.6,0.58,0.63,1,0.12,0.13,0.15,0.09,0.16,0.21,0.23,0.63,0.53,0.58,0,0.02,0.02,0.78,0.67,0.7,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,1,0.01,0.09,?,?,?,?,0,?,0.38 +9,11,73770,Stoningtontown,9,0.01,0.31,0.01,0.98,0.03,0.02,0.29,0.37,0.22,0.55,0.01,0.19,0.46,0.55,0.31,0.71,0.54,0.16,0.66,0.48,0.54,0.52,0.47,0.18,0.74,0.18,0.44,0.01,0.1,0.27,0.33,0.42,0.29,0.56,0.65,0.37,0.3,0.5,0.43,0.37,0.39,0.42,0.35,0.75,0.77,0.87,0.64,0.59,0.6,0,0.07,0.01,0.07,0.18,0.16,0.16,0.03,0.06,0.05,0.05,0.87,0.11,0.12,0.11,0.34,0.38,0.27,0.66,0.03,0.43,0.5,0.05,0.52,0.63,0.07,0.57,0.27,0.06,0.37,0.41,0.43,0.49,0.4,0.45,0.55,0.49,0.36,0.56,0.42,0,0,0.17,0.33,0.69,0.76,0.61,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.04,0.05,?,?,?,?,0,?,0.02 +6,?,?,TempleCitycity,9,0.03,0.52,0.01,0.57,1,0.35,0.41,0.44,0.29,0.47,0.05,1,0.45,0.54,0.23,0.56,0.45,0.24,0.48,0.45,0.38,0.41,0.31,0.32,0.29,0.39,0.47,0.01,0.13,0.21,0.28,0.34,0.26,0.51,0.32,0.39,0.29,0.46,0.4,0.44,0.54,0.5,0.56,0.67,0.68,0.73,0.66,0.49,0.46,0.01,0.15,0.05,0.39,0.48,0.57,0.63,0.65,0.71,0.76,0.77,0.44,0.45,0.35,0.33,0.55,0.56,0.53,0.56,0.43,0.6,0,0.02,0.85,0.56,0.2,0.33,0.31,0.12,0.24,0.67,0.69,0.67,0.61,0.63,0.79,0.65,0.65,0.57,0.21,0,0,0.72,0.48,0.64,0.83,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.65,0.16,?,?,?,?,0,?,0.22 +48,?,?,Laredocity,9,0.18,1,0,0.56,0.02,1,0.67,0.65,0.45,0.23,0.19,1,0.11,0.58,0.39,0.14,0.39,0.82,0.17,0.09,0.06,0.07,0.08,0.1,0.31,0.16,0.23,0.41,1,1,0.91,0.17,0.77,0.27,0.08,0.4,0.43,0.31,0.27,0.48,0.41,0.36,1,0.64,0.56,0.71,0.58,0.24,0.09,0.07,0.23,0.2,0.33,0.38,0.42,0.48,0.57,0.56,0.57,0.6,0,1,1,1,1,1,0.99,0.51,1,0.59,0,0.1,0.78,0.5,0.49,0.53,0.69,0.74,1,0.06,0.08,0.09,0.09,0.15,0.19,0.15,0.56,0.54,0.37,0,0,0.73,0.69,0.68,0.8,0.76,0.03,0.1,0.96,0.12,0.07,0.19,0.55,0.1,0.9,0,0,1,0,1,0.03,0.14,0.42,0.09,0.31,0.2,0.08,0.01,0.69,0,0.44,0.04,0.28 +32,?,?,Renocity,9,0.2,0.28,0.06,0.79,0.3,0.2,0.34,0.52,0.36,0.38,0.21,1,0.28,0.64,0.27,0.39,0.37,0.2,0.36,0.33,0.38,0.4,0.24,0.17,0.26,0.23,0.32,0.14,0.3,0.18,0.3,0.35,0.33,0.65,0.11,0.29,0.29,0.38,0.98,0.51,0.91,0.97,0.35,0.5,0.52,0.57,0.44,0.62,0.65,0.06,0.24,0.11,0.54,0.6,0.66,0.7,0.45,0.44,0.44,0.43,0.73,0.21,0.24,0.17,0.27,0.33,0.28,0.28,0.31,0.73,0,0.22,0.74,0.28,0.05,0.15,0.71,0.39,0.37,0.25,0.25,0.27,0.36,0.36,0.41,0.37,0.52,0.58,0.29,0.34,0.07,0.35,0.17,0.2,0.4,0.12,0.05,0.18,0.93,0.24,0.1,0.24,0.44,0.18,0.84,0.87,0.06,0.09,0.12,0.09,0.05,0.57,0.44,0.17,0.19,0.29,0.14,0.08,0.92,0.5,0.52,0.22,0.28 +34,3,24420,FortLeeborough,9,0.04,0.15,0.03,0.65,1,0.1,0.11,0.27,0.09,0.69,0.05,1,0.57,0.49,0.25,0.67,0.55,0.12,0.39,0.69,0.92,0.99,0.62,0,0.52,0.39,0.63,0.02,0.15,0.28,0.24,0.69,0.27,0.47,0.3,0.48,0.09,0.82,0.41,0.36,0.36,0.39,0.26,0.8,0.83,0.89,0.55,0,0,0,0.05,0.08,0.78,0.7,0.64,0.61,1,1,1,1,0.29,0.64,0.07,0.06,0.18,0.18,0.22,0.48,0.19,0.87,0,0.08,0.61,0.49,0.21,0.58,0.54,0.03,0.21,0.72,0.77,0.81,0.51,0.7,1,0.66,0.41,0.7,0.82,0,0,1,0.17,0.58,0.5,0.25,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,1,1,?,?,?,?,0,?,0.18 +39,35,8364,Brecksvillecity,9,0,0.5,0.04,0.94,0.14,0.01,0.27,0.23,0.14,0.48,0.02,1,0.69,0.62,0.09,0.89,0.48,0.03,0.69,0.69,0.7,0.66,0.18,0.01,1,0,1,0,0.04,0.08,0.14,0.68,0.19,0.45,0.46,0.52,0.17,0.9,0.4,0.29,0.2,0.3,0.45,0.97,0.97,0.94,0.88,0.23,0.28,0,0,0,0.13,0.09,0.08,0.09,0.04,0.03,0.02,0.02,0.84,0.04,0.15,0.16,0.49,0.52,0.16,0.92,0.01,0.18,0.5,0.01,0.9,0.87,0,0.22,0.63,0.01,0.09,0.34,0.35,0.37,0.59,0.59,0.84,0.64,0.53,0.42,0.28,0,0,0.15,0.77,0.68,0.76,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.05,0.2,?,?,?,?,0,?,0.02 +6,?,?,Burlingamecity,9,0.03,0.19,0.02,0.81,0.54,0.19,0.18,0.37,0.19,0.6,0.04,1,0.51,0.52,0.28,0.68,0.47,0.08,0.49,0.61,0.68,0.68,0.53,0.48,0.49,0.45,0.55,0.01,0.11,0.16,0.18,0.54,0.12,0.59,0.18,0.36,0.18,0.58,0.59,0.47,0.59,0.62,0.3,0.7,0.74,0.78,0.58,0.59,0.64,0,0.1,0.03,0.42,0.39,0.46,0.49,0.57,0.47,0.5,0.48,0.63,0.22,0.14,0.1,0.19,0.36,0.12,0.42,0.2,0.76,0,0.03,0.84,0.35,0.14,0.17,0.25,0.05,0.1,1,1,1,0.73,0.68,0.83,0.66,0.42,0.66,0.24,0,0,0.57,0.49,0.54,0.63,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.52,0.43,?,?,?,?,0,?,0.11 +29,?,?,Beltoncity,9,0.01,0.54,0.05,0.94,0.05,0.04,0.42,0.53,0.29,0.19,0.03,1,0.32,0.77,0.16,0.36,0.23,0.17,0.42,0.31,0.23,0.22,0.24,0.15,0.23,0.3,0.35,0.01,0.17,0.18,0.32,0.17,0.33,0.73,0.38,0.28,0.48,0.25,0.55,0.24,0.61,0.6,0.56,0.7,0.73,0.88,0.52,0.46,0.62,0,0.09,0,0.25,0.22,0.24,0.25,0.03,0.02,0.02,0.02,0.95,0.03,0.23,0.23,0.57,0.52,0.65,0.6,0.13,0.41,0.5,0.02,0.74,0.63,0.02,0.26,0.67,0.29,0.18,0.11,0.1,0.09,0.24,0.26,0.3,0.29,0.36,0.32,0.22,0,0,0.05,0.57,0.38,0.33,0.46,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.12,0.02,?,?,?,?,0,?,0.08 +51,810,82000,VirginiaBeachcity,9,0.62,0.57,0.27,0.71,0.26,0.06,0.45,0.64,0.4,0.16,0.62,0.99,0.41,0.83,0.17,0.46,0.2,0.13,0.51,0.37,0.35,0.37,0.28,0.21,0.25,0.33,0.39,0.2,0.14,0.1,0.19,0.41,0.2,0.76,0.16,0.41,0.23,0.48,0.44,0.42,0.5,0.48,0.55,0.76,0.75,0.79,0.69,0.51,0.53,0.13,0.19,0.14,0.29,0.35,0.42,0.44,0.11,0.11,0.12,0.12,0.88,0.05,0.24,0.24,0.58,0.59,0.55,0.55,0.11,0.34,0.5,0.61,0.69,0.55,0.05,0.34,0.81,0.15,0.18,0.23,0.21,0.24,0.49,0.44,0.46,0.48,0.53,0.68,0.29,0.17,0,0.15,0.31,0.27,0.29,0.16,0.12,0.12,0.87,0.15,0.43,0.37,0.99,0.12,0.81,0.82,0.2,0.04,0.22,0.19,0.17,0.57,0.28,0.72,0.13,0.04,0.4,0.12,0.8,1,0.81,0.1,0.12 +21,?,?,Elizabethtowncity,9,0.01,0.35,0.15,0.85,0.12,0.01,0.4,0.49,0.3,0.47,0,0,0.19,0.47,0.7,0.44,0.51,0.37,0.64,0.24,0.27,0.27,0.16,0.15,0.49,0.45,0.4,0.02,0.38,0.48,0.44,0.31,0.39,0.43,0.33,0.46,0.4,0.49,0.54,0.3,0.63,0.62,0.38,0.54,0.57,0.63,0.52,0.41,0.54,0.01,0.19,0,0.67,0.5,0.42,0.44,0.1,0.06,0.05,0.05,0.95,0.05,0.11,0.11,0.35,0.41,0.29,0.56,0.09,0.51,0.5,0.03,0.7,0.52,0.08,0.36,0.65,0.44,0.2,0.09,0.1,0.11,0.14,0.16,0.18,0.15,0.31,0.3,0.24,0,0,0.06,0.73,0.46,0.65,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.07,0.01,?,?,?,?,0,?,0.19 +37,?,?,Reidsvillecity,9,0,0.31,0.76,0.39,0.02,0.01,0.38,0.42,0.27,0.68,0,0,0.16,0.36,0.08,0.3,0.69,0.41,0.72,0.21,0.22,0.29,0.21,0.3,0.26,0,0,0.02,0.49,0.63,0.68,0.23,0.38,0.33,0.91,0.37,0.83,0.34,0.66,0.4,0.65,0.69,0.37,0.26,0.25,0.09,0.21,0.67,0.7,0.02,0.55,0,0,0,0.86,0.73,0,0,0.03,0.03,0.98,0.02,0.18,0.16,0.33,0.32,0.37,0.47,0.15,0.58,0,0.01,0.78,0.49,0.07,0.75,0.33,0.54,0.47,0.07,0.07,0.09,0.05,0.09,0.11,0.15,0.31,0.27,0.43,0,0,0.01,0.86,0.61,0.84,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.13,0,?,?,?,?,0,?,0.21 +45,?,?,Easleycity,9,0.01,0.39,0.24,0.8,0.02,0.01,0.41,0.45,0.3,0.49,0,0,0.25,0.51,0.08,0.35,0.56,0.33,0.44,0.28,0.27,0.29,0.21,0.11,0.25,0.31,0.34,0.01,0.27,0.58,0.63,0.25,0.31,0.53,0.7,0.29,0.64,0.36,0.48,0.3,0.47,0.5,0.4,0.61,0.58,0.54,0.71,0.71,0.73,0.01,0.35,0,0.78,0.7,0.62,0.53,0.07,0.06,0.05,0.04,0.96,0.01,0.14,0.15,0.41,0.41,0.41,0.64,0.13,0.44,0.5,0.02,0.75,0.64,0.09,0.55,0.6,0.5,0.11,0.09,0.1,0.12,0.1,0.15,0.16,0.18,0.24,0.22,0.33,0,0,0.03,0.78,0.65,0.67,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.13,0,?,?,?,?,0,?,0.23 +13,?,?,WarnerRobinscity,9,0.05,0.42,0.49,0.58,0.09,0.03,0.43,0.55,0.33,0.25,0.07,1,0.3,0.67,0.17,0.38,0.28,0.31,0.79,0.29,0.25,0.3,0.21,0.21,0.16,0.35,0.32,0.05,0.3,0.22,0.32,0.22,0.33,0.6,0.23,0.25,0.32,0.37,0.64,0.33,0.67,0.68,0.48,0.54,0.52,0.52,0.58,0.59,0.64,0.03,0.37,0.01,0.21,0.28,0.47,0.49,0.04,0.05,0.08,0.08,0.94,0.04,0.22,0.21,0.46,0.45,0.49,0.46,0.17,0.45,0.5,0.07,0.7,0.47,0.08,0.29,0.65,0.37,0.2,0.1,0.09,0.08,0.23,0.25,0.26,0.26,0.32,0.17,0.14,0.01,0,0.08,0.53,0.46,0.51,0.42,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.22,0,?,?,?,?,0,?,0.11 +12,?,?,Tampacity,9,0.43,0.33,0.49,0.56,0.08,0.28,0.37,0.5,0.33,0.47,0.44,1,0.18,0.49,0.14,0.34,0.52,0.45,0.43,0.2,0.28,0.35,0.18,0.18,0.23,0.26,0.36,0.48,0.51,0.39,0.51,0.29,0.41,0.46,0.2,0.41,0.38,0.39,0.84,0.52,0.8,0.85,0.41,0.31,0.28,0.32,0.3,0.57,0.56,0.35,0.59,0.15,0.21,0.27,0.32,0.43,0.12,0.13,0.14,0.18,0.7,0.2,0.26,0.2,0.32,0.35,0.32,0.46,0.28,0.67,0,0.79,0.52,0.45,0.41,0.38,0.5,0.6,0.41,0.1,0.1,0.12,0.21,0.26,0.29,0.27,0.54,0.49,0.4,0.25,0.32,0.23,0.42,0.48,0.64,0.55,0.17,0.28,0.82,0.33,0.32,0.42,0.52,0.28,0.87,0.62,0.3,0.3,0.04,0.41,0.15,0.93,0.17,0.32,0.21,0.18,0.71,0.16,0.75,1,0.51,0.24,1 +33,17,18820,Dovercity,9,0.02,0.32,0.02,0.97,0.07,0.02,0.38,0.64,0.47,0.4,0.04,1,0.33,0.67,0.38,0.59,0.42,0.19,0.55,0.36,0.35,0.34,0.24,0.28,0.26,0.33,0.38,0.02,0.24,0.23,0.28,0.39,0.34,0.64,0.48,0.4,0.34,0.45,0.43,0.56,0.47,0.47,0.35,0.61,0.64,0.67,0.51,0.7,0.78,0.01,0.21,0.01,0.42,0.42,0.41,0.47,0.11,0.1,0.09,0.09,0.88,0.05,0.12,0.11,0.32,0.43,0.27,0.42,0.05,0.64,0,0.05,0.66,0.38,0.06,0.36,0.4,0.19,0.14,0.29,0.28,0.27,0.43,0.42,0.45,0.41,0.51,0.66,0.85,0.02,0,0.11,0.45,0.45,0.42,0.34,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.08,0.08,?,?,?,?,0,?,0.04 +29,?,?,Gladstonecity,9,0.03,0.35,0.02,0.96,0.05,0.04,0.35,0.44,0.28,0.36,0.04,1,0.42,0.72,0.31,0.57,0.38,0.07,0.47,0.44,0.43,0.42,0.48,0.33,0.27,0.44,0.38,0.01,0.08,0.14,0.19,0.36,0.14,0.68,0.35,0.32,0.31,0.42,0.46,0.27,0.47,0.48,0.36,0.72,0.76,0.79,0.71,0.76,0.81,0,0.08,0,0.05,0.26,0.25,0.25,0,0.02,0.02,0.02,0.96,0.01,0.09,0.1,0.38,0.46,0.22,0.69,0.06,0.38,0.5,0.03,0.82,0.63,0.06,0.13,0.6,0.06,0.08,0.16,0.14,0.14,0.32,0.29,0.29,0.3,0.28,0.16,0.18,0,0,0.04,0.6,0.58,0.58,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.27,0.09,?,?,?,?,0,?,0.11 +6,?,?,CostaMesacity,9,0.14,0.4,0.03,0.76,0.4,0.37,0.33,0.65,0.41,0.24,0.15,1,0.47,0.75,0.24,0.46,0.24,0.19,0.26,0.46,0.47,0.49,0.46,0.21,0.34,0.26,0.31,0.08,0.23,0.25,0.27,0.44,0.22,0.78,0.43,0.31,0.26,0.49,0.68,0.71,0.77,0.75,0.46,0.55,0.56,0.72,0.48,0.61,0.58,0.04,0.25,0.14,0.52,0.62,0.65,0.7,0.78,0.82,0.79,0.78,0.55,0.52,0.47,0.35,0.41,0.42,0.44,0.23,0.45,0.7,0,0.11,0.8,0.25,0.05,0.05,0.6,0.1,0.29,0.7,0.69,0.67,0.84,0.77,0.9,0.76,0.62,0.65,0.17,0.13,0.06,0.64,0.39,0.31,0.56,0.54,0.02,0.12,0.97,0.16,0.03,0.12,0.3,0.12,0.66,0.63,0.05,0.1,0.56,0.13,0.03,0.57,0.04,0.04,0.52,0.17,0.04,0.03,0.8,0.5,0.66,0.14,0.19 +42,129,58880,Penntownship,9,0.01,0.57,0.01,0.99,0.02,0,0.42,0.36,0.23,0.4,0.02,0.7,0.36,0.57,0.31,0.65,0.53,0.16,0.62,0.34,0.29,0.28,0.1,0,0.34,0,0.14,0,0.08,0.26,0.29,0.33,0.35,0.47,0.46,0.45,0.37,0.46,0.13,0.27,0.13,0.13,0.56,0.94,0.94,0.99,0.87,0.26,0.38,0,0.06,0,0,0,0,0,0,0,0,0,0.97,0.03,0.15,0.18,0.63,0.62,0.47,0.94,0.03,0.2,0.5,0.01,0.92,0.93,0.15,0.82,0.56,0.01,0.21,0.13,0.13,0.14,0.18,0.2,0.22,0.23,0.24,0.34,0.36,0,0,0.03,0.95,0.91,0.8,0.92,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.04,0.03,?,?,?,?,0,?,0.04 +48,?,?,Seguincity,9,0.01,0.6,0.24,0.47,0.04,0.9,0.54,0.55,0.41,0.47,0,0,0.14,0.39,0.8,0.32,0.56,0.6,0.47,0.16,0.13,0.17,0.16,0.1,0.2,0.18,0.21,0.04,0.74,0.91,0.8,0.19,0.58,0.33,0.56,0.39,0.67,0.23,0.51,0.48,0.55,0.55,0.65,0.46,0.45,0.3,0.23,0.62,0.49,0.01,0.26,0.01,0.04,0.11,0.2,0.35,0.01,0.03,0.05,0.08,0.25,0.38,0.5,0.46,0.56,0.53,0.61,0.47,0.51,0.63,0,0.04,0.53,0.5,0.35,0.62,0.54,1,0.76,0.05,0.06,0.07,0.1,0.16,0.18,0.2,0.63,0.31,0.47,0,0.06,0.13,0.88,0.62,0.71,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.13,0,?,?,?,?,0,?,0.32 +5,?,?,NorthLittleRockcity,9,0.08,0.34,0.46,0.63,0.02,0.01,0.39,0.43,0.26,0.51,0.1,1,0.2,0.42,0.15,0.37,0.54,0.35,0.48,0.24,0.25,0.3,0.15,0.16,0.27,0.25,0.3,0.09,0.45,0.34,0.46,0.27,0.32,0.43,0.24,0.41,0.38,0.39,0.71,0.32,0.7,0.74,0.4,0.4,0.39,0.48,0.38,0.6,0.61,0.06,0.44,0,0.21,0.17,0.23,0.25,0.02,0.01,0.01,0.01,0.97,0.03,0.22,0.19,0.36,0.38,0.36,0.5,0.14,0.51,0.5,0.12,0.66,0.5,0.37,0.41,0.54,0.4,0.16,0.09,0.09,0.1,0.12,0.18,0.21,0.22,0.52,0.28,0.39,0.02,0.02,0.03,0.77,0.56,0.75,0.72,0.01,0.18,0.98,0.2,0.04,0.26,0.48,0.18,0.62,0.88,0.16,0,0.15,0.13,0.04,0.64,0.15,0.11,0.13,0.09,0.05,0.01,0.57,0,0.99,0.12,0.42 +47,?,?,Murfreesborocity,9,0.06,0.43,0.28,0.73,0.17,0.01,0.71,0.8,0.73,0.29,0,0,0.24,0.63,0.37,0.39,0.37,0.25,0.32,0.32,0.27,0.29,0.2,0.19,0.25,0.09,0.44,0.06,0.42,0.36,0.39,0.43,0.36,0.56,0.44,0.47,0.44,0.43,0.42,0.68,0.49,0.48,0.42,0.53,0.54,0.64,0.46,0.69,0.68,0.04,0.46,0.01,0.53,0.67,0.75,0.74,0.11,0.12,0.12,0.11,0.93,0.06,0.14,0.11,0.33,0.44,0.29,0.38,0.11,0.59,0,0.08,0.65,0.35,0.18,0.23,0.73,0.3,0.25,0.15,0.16,0.16,0.25,0.25,0.26,0.24,0.54,0.43,0.42,0.03,0,0.08,0.65,0.28,0.39,0.54,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.12,0.01,?,?,?,?,0,?,0.33 +48,?,?,Snydercity,9,0,0.5,0.08,0.61,0.01,0.51,0.49,0.46,0.3,0.44,0,0,0.2,0.42,0.63,0.35,0.51,0.31,0.41,0.21,0.18,0.23,0.14,0.1,0.11,0.15,0.21,0.02,0.49,0.52,0.63,0.16,0.51,0.35,0.1,0.44,0.42,0.28,0.34,0.25,0.38,0.38,0.57,0.74,0.69,0.64,0.59,0.33,0.28,0,0.15,0,0.33,0.37,0.49,0.5,0.06,0.06,0.07,0.07,0.6,0.22,0.33,0.32,0.51,0.48,0.55,0.64,0.32,0.56,0,0.04,0.32,0.66,0.23,0.69,0.4,0.57,0.36,0.03,0.03,0.05,0.11,0.14,0.18,0.18,0.23,0.35,0.5,0,0,0.08,0.88,0.55,0.65,0.89,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.13,0.02,?,?,?,?,0,?,0.31 +56,?,?,Gillettecity,9,0.01,0.53,0,0.96,0.02,0.06,0.47,0.49,0.25,0.09,0,0,0.39,0.88,0.87,0.42,0.13,0.17,0.11,0.4,0.29,0.28,0.05,0.1,0.21,0.45,0.27,0.01,0.25,0.08,0.17,0.28,0.31,0.74,0,0.39,0.5,0.34,0.59,0.31,0.53,0.57,0.62,0.7,0.76,0.75,0.69,0.46,0.52,0,0.12,0,0.57,0.42,0.35,0.38,0.03,0.02,0.01,0.01,0.96,0.03,0.22,0.21,0.56,0.66,0.39,0.61,0.1,0.44,0.5,0.04,0.5,0.56,0.09,0.56,0.79,0.27,0.48,0.13,0.13,0.12,0.21,0.22,0.24,0.2,0.17,0.19,0.54,0.01,0,0.01,0.32,0.34,0.56,0.55,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.11,0.11,?,?,?,?,0,?,0.15 +12,?,?,Nicevillecity,9,0,0.45,0.09,0.87,0.18,0.05,0.47,0.49,0.32,0.27,0.02,1,0.33,0.67,0.17,0.52,0.33,0.18,1,0.32,0.29,0.29,0.3,0.03,0.17,0.31,0.41,0.01,0.21,0.17,0.23,0.35,0.35,0.6,0.16,0.39,0.27,0.53,0.45,0.27,0.44,0.46,0.42,0.74,0.74,0.65,0.82,0.6,0.72,0,0.06,0,0.19,0.18,0.18,0.25,0.07,0.06,0.05,0.07,0.86,0.05,0.11,0.13,0.48,0.5,0.44,0.61,0.08,0.35,0.5,0.02,0.7,0.6,0.07,0.43,0.79,0.17,0,0.16,0.14,0.13,0.19,0.24,0.31,0.27,0.53,0.48,0.15,0,0,0.15,0.15,0.45,0.44,0.18,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.08,0.02,?,?,?,?,0,?,0.08 +48,?,?,BayCitycity,9,0.01,0.48,0.34,0.49,0.09,0.49,0.47,0.51,0.29,0.32,0,0,0.23,0.59,0.65,0.35,0.36,0.36,0.24,0.27,0.23,0.31,0.17,0.24,0.16,0.17,0.21,0.04,0.59,0.54,0.51,0.23,0.51,0.4,0.25,0.3,0.4,0.39,0.55,0.32,0.55,0.58,0.59,0.56,0.54,0.63,0.57,0.35,0.26,0.01,0.26,0.01,0.2,0.24,0.37,0.6,0.07,0.07,0.1,0.15,0.63,0.21,0.36,0.34,0.52,0.51,0.54,0.39,0.42,0.6,0,0.08,0.18,0.41,0.2,0.67,0.65,0.86,0.16,0.08,0.09,0.09,0.17,0.19,0.21,0.2,0.33,0.13,0.46,0,0,0.14,0.77,0.48,0.64,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.21,0,?,?,?,?,0,?,0.24 +39,?,?,Bellefontainecity,9,0,0.39,0.12,0.88,0.09,0.01,0.46,0.52,0.35,0.42,0,0,0.22,0.46,0.27,0.36,0.47,0.49,0.39,0.25,0.22,0.21,0.23,0.1,0.29,0.81,0.59,0.01,0.35,0.22,0.45,0.14,0.51,0.47,0.78,0.25,0.77,0.21,0.61,0.33,0.7,0.69,0.47,0.54,0.58,0.66,0.48,0.48,0.6,0,0.16,0,1,1,1,0.87,0.18,0.14,0.11,0.09,0.96,0.04,0.2,0.19,0.41,0.42,0.42,0.5,0.06,0.5,0.5,0.02,0.72,0.5,0.1,0.39,0.25,0.55,0.46,0.07,0.07,0.08,0.12,0.17,0.19,0.19,0.34,0.09,0.35,0,0,0.05,0.87,0.54,0.72,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.17,0.01,?,?,?,?,0,?,0.11 +25,23,38855,Marshfieldtown,9,0.02,0.54,0.01,0.98,0.03,0.01,0.4,0.45,0.29,0.25,0,0,0.62,0.71,0.46,0.53,0.3,0.17,0.42,0.61,0.49,0.47,0.52,0.16,0.4,0.89,0.67,0.01,0.08,0.04,0.09,0.53,0.41,0.69,0.21,0.43,0.2,0.57,0.3,0.45,0.37,0.35,0.63,0.78,0.81,0.86,0.78,0.52,0.57,0,0.06,0,0.19,0.14,0.23,0.2,0.03,0.02,0.03,0.02,0.94,0.02,0.27,0.27,0.59,0.65,0.33,0.8,0.04,0.36,0.5,0.07,0.36,0.75,0.43,0.92,0.5,0.01,0.13,0.46,0.45,0.46,0.61,0.62,0.69,0.64,0.65,0.54,0.65,0.02,0,0.07,0.81,0.72,0.73,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.06,0.13,?,?,?,?,0,?,0.07 +33,9,41300,Lebanoncity,9,0,0.29,0.01,0.97,0.09,0.01,0.29,0.48,0.28,0.4,0,0,0.34,0.71,0.17,0.43,0.41,0.15,0.27,0.4,0.34,0.32,0.32,0.35,0.18,0.24,0.42,0.01,0.15,0.2,0.29,0.43,0.14,0.67,0.32,0.78,0.33,0.46,0.5,0.4,0.57,0.56,0.35,0.62,0.65,0.71,0.62,0.82,0.75,0,0.14,0,0.55,0.4,0.49,0.46,0.12,0.08,0.08,0.07,0.9,0.08,0.06,0.06,0.3,0.43,0.22,0.46,0.06,0.62,0,0.03,0.61,0.4,0.1,0.42,0.38,0.23,0.45,0.26,0.27,0.27,0.39,0.4,0.45,0.38,0.48,0.61,0.5,0,0,0.09,0.54,0.38,0.48,0.29,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.02,0.04,?,?,?,?,0,?,0.06 +53,?,?,Edmondscity,9,0.03,0.32,0.02,0.91,0.25,0.03,0.31,0.36,0.23,0.48,0.05,1,0.48,0.57,0.21,0.67,0.46,0.13,0.56,0.51,0.54,0.53,0.41,0.24,0.48,0.37,0.43,0.01,0.11,0.07,0.14,0.5,0.15,0.61,0.29,0.5,0.21,0.57,0.49,0.3,0.58,0.56,0.32,0.68,0.73,0.78,0.69,0.68,0.72,0.01,0.09,0.02,0.22,0.24,0.25,0.28,0.12,0.12,0.11,0.11,0.88,0.08,0.11,0.11,0.35,0.41,0.25,0.65,0.09,0.43,0.5,0.02,0.93,0.61,0,0.24,0.6,0.05,0.17,0.37,0.4,0.46,0.47,0.43,0.48,0.42,0.51,0.32,0.14,0.01,0,0.24,0.48,0.56,0.52,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.35,0.33,?,?,?,?,0,?,0.08 +42,29,10824,Calntownship,9,0,0.58,0.27,0.75,0.11,0.02,0.25,0.43,0.2,0.35,0.02,0.91,0.49,0.77,0.22,0.55,0.31,0.16,0.42,0.45,0.36,0.38,0.26,0,0.32,0.38,0.71,0.01,0.16,0.19,0.27,0.36,0.13,0.58,0.52,0.42,0.46,0.43,0.64,0.38,0.43,0.54,0.51,0.73,0.74,0.72,0.49,0.46,0.51,0.01,0.32,0,0.18,0.4,0.5,0.63,0.05,0.09,0.1,0.12,0.91,0.02,0.2,0.21,0.53,0.55,0.44,0.68,0.07,0.29,0.5,0.01,0.88,0.66,0.2,0.5,0.73,0.04,0.08,0.26,0.25,0.24,0.5,0.45,0.49,0.54,0.48,0.67,0.54,0,0,0.1,0.76,0.56,0.63,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.11,0.12,?,?,?,?,0,?,0.19 +34,7,14260,Collingswoodborough,9,0.01,0.3,0.06,0.92,0.1,0.05,0.33,0.47,0.28,0.52,0.02,1,0.35,0.54,0.18,0.63,0.56,0.18,0.59,0.4,0.36,0.35,0.33,0.35,0.29,0.31,0.32,0.01,0.15,0.21,0.29,0.42,0.18,0.6,0.29,0.58,0.21,0.56,0.49,0.54,0.56,0.55,0.48,0.61,0.66,0.58,0.72,0.55,0.61,0.01,0.19,0,0.5,0.48,0.43,0.41,0.17,0.14,0.11,0.1,0.89,0.07,0.25,0.19,0.33,0.51,0.17,0.52,0.07,0.55,0,0.02,0.82,0.43,0.02,0.41,0,0.13,0.32,0.23,0.21,0.2,0.49,0.45,0.45,0.41,0.52,0.48,0.61,0,0,0.14,0.52,0.68,0.71,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.7,0.81,?,?,?,?,0,?,0.17 +8,?,?,Westminstercity,9,0.1,0.45,0.02,0.86,0.23,0.21,0.39,0.53,0.29,0.11,0.12,1,0.41,0.86,0.26,0.5,0.16,0.14,0.23,0.41,0.35,0.35,0.39,0.19,0.33,0.33,0.39,0.04,0.16,0.1,0.18,0.38,0.22,0.83,0.37,0.3,0.34,0.45,0.6,0.35,0.65,0.65,0.52,0.69,0.71,0.77,0.58,0.67,0.74,0.02,0.14,0.02,0.43,0.42,0.44,0.53,0.13,0.11,0.1,0.11,0.85,0.11,0.2,0.19,0.5,0.58,0.36,0.63,0.12,0.44,0.5,0.11,0.73,0.58,0.03,0.31,0.81,0.1,0.07,0.2,0.18,0.16,0.37,0.36,0.41,0.35,0.37,0.57,0.24,0.01,0,0.12,0.46,0.4,0.39,0.61,0.01,0.1,0.98,0.11,0.02,0.1,0.31,0.1,0.96,0.88,0.02,0.13,0.35,0.1,0.03,0.71,0.19,0.08,0.23,0.19,0.03,0.02,0.6,0,0.69,0.12,0.13 +9,1,52980,Newtowntown,9,0.02,0.65,0.02,0.96,0.08,0.03,0.38,0.36,0.24,0.26,0,0,0.81,0.74,0.56,0.78,0.31,0.05,0.38,0.76,0.61,0.59,0.41,0.26,0.43,0.5,0.36,0,0.05,0.11,0.17,0.65,0.26,0.63,0.51,0.46,0.17,0.66,0.26,0.38,0.25,0.26,0.58,0.94,0.92,0.93,0.83,0.35,0.43,0,0.07,0.01,0.01,0.24,0.3,0.28,0,0.08,0.09,0.08,0.9,0.03,0.21,0.24,0.65,0.64,0.44,0.92,0.03,0.17,0.5,0.02,0.79,0.9,0.1,0.52,0.52,0.03,0.09,0.59,0.61,0.63,0.47,0.61,0.88,0.78,0.6,0.64,0.56,0,0,0.16,0.51,0.68,0.76,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.17,0.03,0.05,?,?,?,?,0,?,0.01 +51,?,?,Leesburgtown,9,0.01,0.39,0.24,0.78,0.08,0.04,0.31,0.57,0.31,0.21,0,0,0.47,0.82,0.26,0.47,0.19,0.16,0.25,0.45,0.43,0.45,0.26,0.44,0.23,0,0.42,0.01,0.15,0.26,0.28,0.46,0.06,0.84,0.19,0.33,0.18,0.54,0.56,0.38,0.61,0.61,0.43,0.66,0.68,0.79,0.67,0.67,0.63,0.01,0.24,0.01,0.52,0.55,0.54,0.6,0.19,0.18,0.16,0.16,0.89,0.11,0.17,0.15,0.4,0.43,0.4,0.45,0.07,0.47,0.5,0.03,0.62,0.45,0.02,0.38,0.88,0.16,0.07,0.41,0.4,0.4,0.62,0.61,0.63,0.62,0.5,0.81,0.6,0,0,0.15,0.43,0.18,0.27,0.22,0.02,0.83,0.98,0.65,0.02,0.41,0.16,0.83,0.78,0.92,0.06,0.03,0.12,0.08,0.03,0.43,0.27,0.03,0.12,0.04,0.11,0.03,0.07,1,0.52,0.76,0.06 +6,?,?,Glendalecity,9,0.27,0.42,0.03,0.61,0.87,0.39,0.33,0.47,0.29,0.41,0.28,1,0.37,0.51,0.21,0.45,0.33,0.55,0.31,0.38,0.44,0.47,0.46,0.36,0.38,0.29,0.4,0.23,0.37,0.4,0.39,0.46,0.44,0.46,0.31,0.45,0.24,0.54,0.43,0.53,0.54,0.51,0.56,0.67,0.69,0.74,0.65,0.33,0.27,0.07,0.21,0.54,0.71,0.72,0.72,0.73,1,1,1,1,0.07,0.99,0.37,0.31,0.45,0.44,0.5,0.19,0.84,0.86,0,0.19,0.82,0.23,0.17,0.2,0.48,0.09,0.26,0.84,0.95,1,0.62,0.61,0.71,0.61,0.73,0.71,0.21,0.05,0.04,1,0.24,0.3,0.55,0.33,0.03,0.09,0.96,0.12,0.13,0.27,0.87,0.09,0.84,0.66,0.1,0.31,1,0.37,0.04,0.71,0.04,0.09,0.49,0.23,0.08,0.06,0.83,0.5,0.6,0.16,0.15 +27,139,59350,Shakopeecity,9,0,0.53,0.02,0.97,0.04,0.01,0.43,0.56,0.34,0.25,0,0,0.43,0.69,0.6,0.54,0.36,0.22,0.3,0.41,0.34,0.32,0.09,0.69,0.07,0.5,0.54,0,0.12,0.28,0.3,0.18,0.26,0.72,0.63,0.27,0.58,0.31,0.39,0.43,0.36,0.39,0.54,0.73,0.79,0.79,0.8,0.8,0.86,0.01,0.26,0,0,0,0,0.51,0,0,0,0.01,0.96,0.03,0.19,0.19,0.54,0.64,0.27,0.73,0.1,0.41,0.5,0.01,0.86,0.66,0.04,0.42,0.69,0.06,0.28,0.21,0.18,0.15,0.39,0.39,0.39,0.36,0.34,0.53,0.28,0,0,0.01,0.84,0.56,0.59,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.04,0.03,?,?,?,?,0,?,0.11 +38,17,25700,Fargocity,9,0.1,0.34,0.01,0.96,0.08,0.01,0.53,0.71,0.58,0.29,0.12,1,0.23,0.69,0.98,0.55,0.31,0.19,0.26,0.3,0.29,0.28,0.23,0.09,0.18,0.17,0.18,0.09,0.36,0.19,0.17,0.49,0.22,0.65,0.12,0.64,0.32,0.47,0.34,0.68,0.36,0.36,0.4,0.72,0.77,0.75,0.68,0.8,0.79,0.02,0.13,0.01,0.56,0.58,0.66,0.65,0.08,0.07,0.07,0.07,0.93,0.03,0.1,0.08,0.3,0.52,0.17,0.45,0.07,0.66,0,0.08,0.82,0.35,0.03,0.3,0.67,0.16,0.11,0.14,0.13,0.14,0.22,0.24,0.25,0.2,0.42,0.42,0.37,0.07,0.03,0.05,0.59,0.35,0.45,0.46,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.21,0.08,?,?,?,?,0,?,0.05 +55,133,55275,Muskegocity,9,0.01,0.63,0,1,0.01,0.01,0.44,0.43,0.25,0.25,0.03,1,0.57,0.79,0.4,0.72,0.34,0.12,0.42,0.5,0.37,0.36,0,0.08,0.28,0.45,0.51,0,0.06,0.13,0.21,0.28,0.13,0.77,0.63,0.27,0.47,0.37,0.21,0.29,0.14,0.17,0.6,0.91,0.91,0.95,0.85,0.66,0.73,0,0.04,0,0.12,0.09,0.13,0.16,0.02,0.01,0.01,0.02,0.95,0.04,0.2,0.24,0.68,0.7,0.42,0.88,0.05,0.22,0.5,0.01,0.89,0.85,0.08,0.37,0.65,0,0.11,0.22,0.2,0.19,0.51,0.51,0.57,0.53,0.41,0.43,0.44,0,0,0.05,0.88,0.66,0.54,0.89,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.04,0.03,?,?,?,?,0,?,0.01 +29,?,?,CreveCoeurcity,9,0,0.31,0.06,0.9,0.22,0.02,0.29,0.39,0.25,0.57,0.02,1,0.8,0.64,0.4,0.91,0.43,0.02,0.28,0.98,1,1,0.54,0.21,0.58,0,0.58,0,0.08,0.11,0.1,0.92,0.04,0.51,0.33,0.69,0.01,1,0.25,0.38,0.25,0.26,0.31,0.91,0.91,0.96,0.9,0.36,0.24,0,0.03,0,0.48,0.36,0.33,0.3,0.2,0.13,0.11,0.09,0.88,0.04,0.1,0.1,0.29,0.4,0.04,0.76,0.02,0.39,0.5,0.01,0.79,0.67,0.03,0.26,0.71,0,0,0.49,0.54,0.62,0.53,0.49,0.55,0.5,0.13,0.16,0.22,0,0,0.17,0.62,0.65,0.64,0.58,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.13,0.02,?,?,?,?,0,?,0.06 +6,?,?,Lancastercity,9,0.14,0.6,0.14,0.69,0.23,0.28,0.41,0.55,0.31,0.23,0.15,0.99,0.44,0.67,0.16,0.39,0.3,0.49,0.49,0.4,0.33,0.36,0.26,0.17,0.34,0.28,0.33,0.08,0.25,0.2,0.33,0.25,0.44,0.49,0.43,0.34,0.32,0.44,0.6,0.4,0.68,0.67,0.59,0.62,0.6,0.68,0.58,0.31,0.35,0.07,0.38,0.06,0.47,0.49,0.52,0.56,0.3,0.27,0.27,0.26,0.76,0.17,0.39,0.37,0.59,0.58,0.58,0.55,0.3,0.43,0.5,0.18,0.63,0.55,0.13,0.2,0.85,0.15,0.28,0.33,0.32,0.31,0.53,0.51,0.57,0.52,0.56,0.65,0.22,0.03,0,0.27,0.49,0.21,0.57,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.26,0.09,0.06,?,?,?,?,0,?,0.5 +25,27,34795,Leicestertown,9,0,0.59,0.02,0.97,0.04,0.02,0.56,0.54,0.43,0.35,0.01,0.53,0.47,0.65,0.55,0.47,0.5,0.21,0.42,0.48,0.37,0.35,0.2,0,0.12,0.43,0.37,0,0.09,0.22,0.36,0.29,0.33,0.63,0.4,0.51,0.41,0.44,0.31,0.47,0.32,0.33,0.58,0.79,0.8,0.9,0.68,0.51,0.74,0,0.09,0,0.72,0.61,0.57,0.51,0.15,0.11,0.09,0.08,0.92,0.04,0.24,0.24,0.58,0.66,0.29,0.78,0.06,0.37,0.5,0.01,0.83,0.71,0.27,0.84,0.38,0,0,0.31,0.29,0.28,0.32,0.42,0.48,0.41,0.35,0.48,0.33,0,0,0.08,0.88,0.75,0.89,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.04,0.06,?,?,?,?,0,?,0.13 +12,?,?,Ocalacity,9,0.05,0.32,0.46,0.62,0.04,0.04,0.35,0.39,0.26,0.7,0.07,1,0.17,0.28,0.21,0.41,0.73,0.44,0.57,0.19,0.26,0.32,0.14,0.24,0.43,0.3,0.48,0.07,0.52,0.36,0.49,0.26,0.45,0.29,0.3,0.42,0.36,0.4,0.72,0.34,0.7,0.75,0.36,0.31,0.28,0.3,0.25,0.36,0.44,0.05,0.5,0.01,0.13,0.12,0.14,0.26,0.02,0.02,0.02,0.04,0.92,0.04,0.24,0.2,0.31,0.3,0.36,0.46,0.24,0.61,0,0.11,0.55,0.48,0.25,0.44,0.73,0.46,0.26,0.1,0.11,0.13,0.14,0.21,0.25,0.25,0.49,0.47,0.35,0.02,0,0.08,0.42,0.45,0.55,0.53,0.01,0.21,0.98,0.27,0.03,0.26,0.41,0.21,0.77,0.77,0.36,0,0,0.25,0.04,0.71,0.39,0.08,0.12,0.01,0.1,0.02,0.92,0,0.86,0.17,0.67 +40,?,?,Miamicity,9,0.01,0.32,0.03,0.71,0.02,0.02,0.6,0.5,0.44,0.72,0,0,0.09,0.21,0.23,0.39,0.77,0.35,0.61,0.12,0.16,0.18,0.03,0.11,0.34,0.18,0.27,0.02,0.54,0.4,0.5,0.21,0.6,0.19,0.41,0.56,0.45,0.35,0.47,0.37,0.58,0.56,0.28,0.53,0.56,0.66,0.62,0.36,0.41,0,0.07,0,0,0.29,0.24,0.33,0,0.01,0.01,0.01,0.98,0.02,0.1,0.09,0.25,0.25,0.28,0.61,0.06,0.53,0.5,0.03,0.59,0.62,0.14,0.68,0.35,0.58,0.26,0.02,0.02,0.03,0.06,0.09,0.08,0.07,0.49,0.18,0.21,0.02,0,0.01,0.57,0.57,0.65,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.12,0.01,?,?,?,?,0,?,0.17 +51,700,56000,NewportNewscity,9,0.26,0.44,0.65,0.43,0.14,0.05,0.41,0.6,0.38,0.29,0.27,1,0.26,0.67,0.1,0.35,0.33,0.37,0.53,0.26,0.26,0.33,0.21,0.2,0.2,0.31,0.34,0.21,0.37,0.23,0.35,0.29,0.36,0.59,0.46,0.36,0.37,0.4,0.55,0.42,0.63,0.61,0.46,0.5,0.51,0.56,0.46,0.46,0.47,0.17,0.52,0.05,0.31,0.37,0.44,0.47,0.09,0.09,0.1,0.1,0.89,0.05,0.18,0.18,0.45,0.47,0.46,0.37,0.16,0.52,0.5,0.31,0.67,0.38,0.29,0.41,0.63,0.43,0.18,0.19,0.18,0.16,0.28,0.3,0.33,0.31,0.48,0.54,0.4,0.06,0.09,0.12,0.44,0.37,0.35,0.29,0.04,0.13,0.95,0.16,0.06,0.13,0.3,0.13,0.56,0.73,0.41,0.02,0.07,0.3,0.08,0.57,0.14,0.2,0.21,0.16,0.2,0.04,0.76,1,0.82,0.1,0.35 +34,13,43800,Maplewoodtownship,9,0.02,0.48,0.23,0.76,0.18,0.06,0.28,0.34,0.21,0.48,0.03,1,0.76,0.66,0.16,0.77,0.5,0.1,0.52,0.75,0.7,0.72,0.52,0.85,0.28,0.6,0.63,0.01,0.07,0.18,0.19,0.79,0.17,0.65,0.27,0.61,0.11,0.8,0.19,0.41,0.25,0.24,0.51,0.83,0.85,0.91,0.72,0.46,0.52,0.01,0.13,0.02,0.33,0.38,0.36,0.38,0.31,0.31,0.26,0.26,0.71,0.11,0.21,0.21,0.53,0.57,0.3,0.82,0.05,0.22,0.5,0.01,0.93,0.78,0,0.53,0,0.03,0,0.52,0.52,0.51,0.56,0.61,0.79,0.68,0.52,0.61,0.64,0,0,0.39,0.53,0.76,0.65,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.47,0.98,?,?,?,?,0,?,0.19 +12,?,?,Melbournecity,9,0.08,0.3,0.19,0.81,0.12,0.06,0.38,0.5,0.35,0.56,0.09,1,0.24,0.42,0.21,0.47,0.56,0.2,0.69,0.26,0.28,0.29,0.2,0.15,0.19,0.22,0.39,0.07,0.33,0.21,0.35,0.29,0.39,0.41,0.46,0.31,0.32,0.41,0.65,0.45,0.65,0.67,0.31,0.5,0.48,0.57,0.54,0.53,0.52,0.04,0.27,0.03,0.47,0.46,0.46,0.44,0.21,0.18,0.16,0.14,0.86,0.07,0.14,0.12,0.3,0.34,0.29,0.5,0.12,0.58,0,0.16,0.55,0.49,0.19,0.36,0.73,0.32,0.07,0.13,0.12,0.12,0.33,0.33,0.34,0.34,0.57,0.41,0.24,0.04,0.02,0.18,0.18,0.36,0.42,0.25,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.17,0.01,?,?,?,?,0,?,0.6 +45,?,?,MyrtleBeachcity,9,0.02,0.41,0.27,0.75,0.09,0.03,0.33,0.65,0.41,0.38,0.04,1,0.22,0.58,0.23,0.42,0.44,0.17,0.5,0.23,0.33,0.36,0.19,0.19,0.21,0.36,0.49,0.02,0.3,0.13,0.26,0.34,0.22,0.7,0.09,0.19,0.21,0.41,0.56,0.39,0.6,0.59,0.33,0.61,0.61,0.64,0.5,0.54,0.59,0.01,0.25,0.01,0.11,0.19,0.29,0.3,0.03,0.04,0.05,0.05,0.92,0.02,0.13,0.11,0.3,0.25,0.39,0.29,0.14,0.7,0,0.2,0,0.34,0.07,0.33,0.79,0.4,0.27,0.19,0.21,0.31,0.28,0.3,0.3,0.3,0.4,0.44,0.31,0,0,0.09,0.29,0.27,0.25,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.13,0.03,?,?,?,?,0,?,0.6 +56,?,?,GreenRivercity,9,0,0.67,0.01,0.91,0.03,0.21,0.56,0.46,0.24,0.12,0,0,0.47,0.8,0.17,0.43,0.22,0.23,0.2,0.43,0.26,0.26,0.43,0.22,0.15,0.3,0.36,0.01,0.18,0.14,0.28,0.24,0.31,0.58,0.29,0.33,0.53,0.36,0.55,0.26,0.34,0.45,0.76,0.8,0.83,0.74,0.74,0.24,0.28,0,0.07,0,0.06,0.08,0.1,0.08,0.01,0.01,0.01,0.01,0.89,0.05,0.44,0.45,0.72,0.77,0.55,0.7,0.17,0.34,0.5,0.02,0.64,0.67,0.06,0.77,0.75,0.19,0.19,0.16,0.13,0.12,0.16,0.2,0.23,0.22,0.03,0.19,0.22,0,0,0.06,0.35,0.55,0.7,0.58,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0.77,?,?,?,?,0,?,0.06 +12,?,?,VeroBeachcity,9,0.01,0.15,0.06,0.94,0.03,0.04,0.18,0.25,0.16,1,0.03,1,0.25,0.05,0.18,0.62,0.91,0.16,0.77,0.32,0.52,0.52,0.14,0.15,0.26,0.55,0.59,0.01,0.25,0.19,0.32,0.37,0.45,0.15,0.14,0.4,0.2,0.4,0.65,0.28,0.62,0.66,0.12,0.45,0.48,0.58,0.45,0.63,0.6,0,0.11,0.01,0.3,0.27,0.26,0.28,0.13,0.1,0.09,0.09,0.88,0.04,0.06,0.05,0.16,0.14,0.24,0.52,0.1,0.74,0,0.09,0.23,0.54,0.03,0.27,0.67,0.38,0.33,0.18,0.23,0.36,0.36,0.35,0.38,0.37,0.62,0.52,0.25,0,0,0.18,0.14,0.46,0.49,0.38,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.13,0,?,?,?,?,0,?,0.27 +25,17,52805,Pepperelltown,9,0,0.61,0.02,0.98,0.04,0.02,0.43,0.45,0.25,0.2,0,0,0.54,0.81,0.25,0.49,0.23,0.18,0.19,0.52,0.42,0.4,0.42,0,0.44,0.41,0.34,0,0.09,0.13,0.19,0.49,0.32,0.71,0.75,0.31,0.37,0.61,0.28,0.36,0.34,0.32,0.65,0.84,0.85,0.88,0.73,0.52,0.55,0,0.08,0,0.21,0.32,0.32,0.3,0.07,0.09,0.08,0.07,0.91,0.03,0.27,0.28,0.66,0.73,0.4,0.76,0.04,0.32,0.5,0,0.89,0.71,0,0.31,0.71,0.07,0.1,0.44,0.42,0.42,0.45,0.52,0.63,0.58,0.44,0.59,0.32,0,0,0.14,0.68,0.61,0.76,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.04,0.03,?,?,?,?,0,?,0.09 +42,21,64544,Richlandtownship,9,0,0.51,0.02,0.97,0.05,0,0.68,0.51,0.53,0.61,0.01,0.73,0.26,0.28,0.2,0.68,0.7,0.21,0.92,0.28,0.26,0.25,0.18,0,0.21,0,0.57,0.01,0.19,0.3,0.36,0.28,0.35,0.16,0.27,0.51,0.34,0.52,0.22,0.46,0.17,0.19,0.35,0.82,0.83,0.81,0.76,0.49,0.48,0,0.05,0,0,0.43,0.58,0.49,0,0.05,0.06,0.04,0.94,0.03,0.07,0.08,0.36,0.43,0.14,0.79,0.01,0.34,0.5,0.01,0.87,0.72,0.13,0.73,0.52,0.08,0.29,0.1,0.1,0.11,0.15,0.18,0.18,0.2,0.31,0.28,0.32,0.01,0,0.05,0.95,0.74,0.72,0.89,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.05,0.05,?,?,?,?,0,?,0.22 +6,?,?,Richmondcity,9,0.12,0.45,0.85,0.02,0.73,0.27,0.38,0.47,0.3,0.36,0.14,1,0.34,0.51,0.16,0.36,0.41,0.77,0.53,0.34,0.32,0.5,0.29,0.19,0.32,0.31,0.38,0.13,0.42,0.32,0.4,0.35,0.63,0.43,0.23,0.51,0.35,0.43,0.73,0.57,0.82,0.81,0.56,0.23,0.25,0.34,0.25,0.51,0.5,0.12,0.62,0.09,0.35,0.44,0.51,0.6,0.38,0.42,0.44,0.48,0.62,0.32,0.47,0.4,0.47,0.47,0.51,0.42,0.45,0.67,0,0.09,0.81,0.44,0.75,0.31,0.38,0.2,0.38,0.31,0.35,0.38,0.41,0.47,0.57,0.46,0.68,0.65,0.28,0.11,0.3,0.46,0.49,0.53,0.57,0.76,0.03,0.19,0.97,0.22,0.08,0.35,0.61,0.19,0.55,0.28,0.71,0.27,0.93,0.76,0.11,0.5,0.32,0.08,0.25,0.73,0.05,0.04,0.66,1,1,0.22,1 +42,17,19792,Doylestowntownship,9,0.01,0.72,0.05,0.95,0.06,0.02,0.57,0.51,0.46,0.38,0.02,0.92,0.67,0.56,0.43,0.82,0.52,0.09,0.53,0.72,0.58,0.58,0.2,0.12,0.46,0.44,0.51,0,0.04,0.16,0.22,0.58,0.08,0.39,0.45,0.54,0.19,0.64,0.36,0.58,0.27,0.32,0.53,0.87,0.89,0.94,0.83,0.29,0.39,0,0.08,0,0.07,0.12,0.18,0.35,0.02,0.03,0.04,0.07,0.91,0.04,0.23,0.24,0.51,0.59,0.13,0.88,0.02,0.23,0.5,0.01,0.76,0.81,0.03,0.38,0.73,0.02,0.27,0.52,0.57,0.57,0.39,0.64,1,0.71,0.64,0.55,0.36,0.01,0,0.12,0.64,0.57,0.58,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.08,0.11,?,?,?,?,0,?,0.12 +42,19,10472,Butlertownship,9,0.01,0.4,0.01,0.99,0.02,0,0.32,0.33,0.23,0.65,0,0,0.33,0.37,0.11,0.68,0.67,0.25,0.88,0.35,0.33,0.31,0.39,0.35,0.87,0.03,0.22,0.01,0.19,0.28,0.34,0.28,0.3,0.31,0.62,0.48,0.45,0.46,0.32,0.3,0.26,0.29,0.4,0.79,0.81,0.81,0.76,0.42,0.35,0,0.06,0,0,0,0.08,0.17,0,0,0.01,0.01,0.93,0.02,0.09,0.1,0.42,0.46,0.2,0.83,0.02,0.33,0.5,0.01,0.9,0.78,0.36,0.73,0.4,0.07,0.1,0.11,0.11,0.11,0.19,0.23,0.24,0.23,0.35,0.09,0.21,0,0,0.05,0.95,0.86,0.9,0.89,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.07,0.01,?,?,?,?,0,?,0.02 +42,7,12016,Centertownship,9,0,0.5,0.04,0.96,0.03,0.01,0.37,0.39,0.26,0.36,0.02,0.96,0.38,0.61,0.19,0.61,0.51,0.18,0.91,0.36,0.3,0.29,0.29,0,0,0.34,0.56,0,0.09,0.15,0.3,0.29,0.26,0.48,0.33,0.38,0.38,0.39,0.3,0.28,0.23,0.27,0.48,0.84,0.85,0.88,0.87,0.58,0.51,0,0.05,0,0.16,0.12,0.1,0.11,0.03,0.02,0.01,0.01,0.91,0.01,0.12,0.15,0.54,0.57,0.36,0.83,0.03,0.3,0.5,0,0.91,0.8,0.13,0.46,0.52,0.04,0.3,0.14,0.13,0.14,0.27,0.26,0.29,0.32,0.22,0.18,0.4,0,0,0.07,0.91,0.85,0.88,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.06,0.02,?,?,?,?,0,?,0.03 +21,?,?,Jeffersontowncity,9,0.02,0.42,0.13,0.89,0.05,0.02,0.37,0.47,0.27,0.23,0.04,1,0.45,0.79,0.29,0.58,0.23,0.09,0.33,0.45,0.42,0.39,0.43,0.06,0.9,0.43,0.41,0.01,0.08,0.15,0.23,0.44,0.12,0.76,0.39,0.41,0.31,0.52,0.44,0.29,0.54,0.52,0.43,0.74,0.78,0.82,0.8,0.76,0.72,0.01,0.12,0,0.18,0.25,0.27,0.28,0.02,0.02,0.02,0.02,0.96,0.02,0.08,0.1,0.45,0.53,0.26,0.69,0.03,0.32,0.5,0.02,0.82,0.63,0.16,0.16,0.73,0.08,0.02,0.15,0.14,0.14,0.32,0.31,0.36,0.3,0.13,0.22,0.19,0,0,0.04,0.74,0.5,0.74,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.2,0.09,?,?,?,?,0,?,0.16 +29,?,?,Joplincity,9,0.05,0.28,0.04,0.93,0.04,0.02,0.42,0.49,0.36,0.56,0.06,1,0.13,0.35,0.15,0.42,0.62,0.5,0.44,0.17,0.21,0.2,0.17,0.17,0.24,0.11,0.26,0.06,0.45,0.37,0.47,0.25,0.36,0.4,0.41,0.45,0.48,0.34,0.64,0.34,0.66,0.68,0.32,0.53,0.57,0.52,0.6,0.43,0.41,0.01,0.14,0,0.39,0.56,0.53,0.52,0.04,0.05,0.04,0.04,0.96,0.03,0.11,0.1,0.27,0.29,0.28,0.52,0.08,0.64,0,0.1,0.6,0.52,0.19,0.51,0.38,0.42,0.25,0.04,0.04,0.06,0.13,0.16,0.16,0.15,0.45,0.16,0.28,0.02,0,0.04,0.6,0.44,0.5,0.54,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.11,0.01,?,?,?,?,0,?,0.22 +9,13,78250,Vernontown,9,0.03,0.34,0.04,0.93,0.12,0.04,0.33,0.52,0.31,0.37,0.05,0.97,0.48,0.68,0.09,0.64,0.38,0.18,0.41,0.5,0.47,0.44,0.37,0.22,0.85,0.33,0.4,0.01,0.13,0.25,0.31,0.41,0.17,0.74,0.49,0.33,0.33,0.45,0.48,0.44,0.49,0.5,0.4,0.63,0.66,0.69,0.6,0.66,0.77,0.01,0.21,0.01,0.16,0.21,0.25,0.37,0.06,0.08,0.08,0.11,0.86,0.08,0.13,0.12,0.36,0.48,0.24,0.54,0.06,0.58,0,0.03,0.83,0.48,0.07,0.37,0.52,0.18,0.17,0.42,0.4,0.37,0.45,0.49,0.54,0.48,0.38,0.48,0.31,0.01,0,0.17,0.59,0.6,0.6,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.14,0.15,?,?,?,?,0,?,0.08 +25,17,35215,Lexingtontown,9,0.03,0.49,0.02,0.89,0.4,0.02,0.29,0.3,0.19,0.52,0.05,1,0.92,0.64,0.33,0.94,0.49,0.12,0.64,0.92,0.88,0.87,0.63,0.72,0.59,0.04,0.62,0.01,0.05,0.07,0.07,0.97,0.17,0.57,0.36,0.89,0.04,1,0.16,0.37,0.25,0.22,0.45,0.86,0.9,0.9,0.85,0.44,0.54,0,0.06,0.02,0.21,0.24,0.27,0.3,0.19,0.19,0.19,0.2,0.78,0.08,0.12,0.14,0.51,0.53,0.34,0.84,0.02,0.23,0.5,0.02,0.91,0.81,0,0.46,0.35,0.01,0.03,0.74,0.77,0.82,0.81,0.95,1,0.94,0.47,0.47,0.44,0,0,0.38,0.55,0.79,0.78,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.15,0.27,?,?,?,?,0,?,0.01 +6,?,?,Berkeleycity,9,0.15,0.29,0.37,0.42,0.91,0.15,0.62,0.74,0.72,0.33,0.16,1,0.3,0.55,0.27,0.65,0.3,0.37,0.36,0.45,0.47,0.59,0.29,0.18,0.29,0.28,0.37,0.15,0.46,0.14,0.14,0.97,0.33,0.51,0.12,1,0.11,0.86,0.52,1,0.64,0.6,0.29,0.36,0.42,0.55,0.37,0.6,0.57,0.06,0.45,0.12,0.45,0.48,0.58,0.57,0.53,0.5,0.54,0.49,0.65,0.17,0.2,0.13,0.18,0.33,0.14,0.35,0.21,0.77,0,0.12,0.82,0.29,0.37,0.59,0,0.09,0.26,0.58,0.7,0.82,0.31,0.33,0.41,0.29,0.53,0.69,0.31,0.29,0.62,0.5,0.39,0.42,0.39,0.59,0.03,0.16,0.96,0.2,0.08,0.32,0.65,0.16,0.91,0.37,0.54,0.16,1,0.67,0.09,0.64,0.38,0.03,0.82,0.91,0.05,0.04,0.76,0.5,1,0.2,0.67 +49,?,?,AmericanForkcity,9,0.01,1,0,0.97,0.05,0.04,0.68,0.58,0.34,0.23,0.02,1,0.3,0.6,0.81,0.48,0.42,0.26,0.6,0.27,0.12,0.11,0,0.15,0.16,0.19,0.19,0.01,0.2,0.23,0.27,0.31,0.37,0.49,0.35,0.6,0.43,0.43,0.16,0.4,0.2,0.19,1,0.86,0.88,0.89,0.81,0.5,0.49,0,0.02,0,0.33,0.24,0.35,0.51,0.03,0.02,0.03,0.04,0.95,0.04,1,1,1,1,0.9,0.73,0.3,0.3,0.5,0,0.91,0.72,0.3,0.59,0.63,0.11,0.29,0.13,0.11,0.1,0.23,0.22,0.24,0.24,0.38,0.46,0.31,0,0,0.04,0.82,0.67,0.79,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.21,0.05,?,?,?,?,0,?,0.08 +6,?,?,Atascaderocity,9,0.02,0.48,0.02,0.91,0.07,0.16,0.38,0.41,0.23,0.35,0,0,0.39,0.52,0.32,0.51,0.4,0.38,0.55,0.38,0.33,0.32,0.23,0.21,0.34,0.36,0.43,0.02,0.2,0.11,0.22,0.32,0.21,0.62,0.15,0.57,0.27,0.39,0.57,0.29,0.59,0.61,0.49,0.65,0.68,0.69,0.58,0.53,0.6,0,0.1,0.01,0.13,0.19,0.27,0.26,0.03,0.04,0.05,0.05,0.93,0.06,0.26,0.25,0.51,0.54,0.46,0.57,0.22,0.5,0.5,0.02,0.84,0.56,0.08,0.28,0.77,0.13,0.25,0.5,0.52,0.56,0.47,0.43,0.48,0.42,0.62,0.84,0.18,0,0,0.1,0.65,0.36,0.58,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.08,0.01,?,?,?,?,0,?,0.14 +48,?,?,Pharrcity,9,0.04,1,0,0.55,0,1,0.73,0.64,0.44,0.38,0.05,1,0.07,0.37,0.25,0.16,0.56,0.94,0.32,0.04,0.01,0.02,0.05,0.01,0,0.14,0.15,0.13,1,1,1,0.12,1,0.07,0.23,0.4,0.52,0.23,0.19,0.46,0.35,0.29,1,0.64,0.58,0.66,0.58,0.26,0.02,0.02,0.25,0.06,0.28,0.34,0.38,0.49,0.51,0.55,0.56,0.65,0,1,1,1,1,1,1,0.66,1,0.72,0,0.12,0.06,0.69,0.43,0.21,0.81,0.97,1,0.01,0.01,0.03,0.02,0.08,0.1,0.08,0.55,0.54,0.42,0.02,0,0.78,0.58,0.68,0.84,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.17,0.02,?,?,?,?,0,?,0.36 +39,165,42364,Lebanoncity,9,0,0.42,0.06,0.94,0.04,0.01,0.37,0.5,0.32,0.39,0,0,0.26,0.6,0.7,0.45,0.43,0.23,0.51,0.26,0.25,0.24,0.22,0.22,0.3,0.1,0.11,0.01,0.22,0.37,0.43,0.25,0.05,0.57,0.4,0.35,0.44,0.36,0.56,0.23,0.66,0.64,0.43,0.62,0.66,0.77,0.56,0.51,0.55,0,0.08,0,0,0.25,0.34,0.55,0,0.01,0.02,0.02,0.97,0.02,0.12,0.13,0.44,0.48,0.41,0.45,0.1,0.57,0,0,0.9,0.44,0,0.37,0.54,0.42,0.1,0.15,0.13,0.14,0.26,0.26,0.25,0.27,0.33,0.38,0.14,0,0,0.02,0.78,0.39,0.67,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.09,0.01,?,?,?,?,0,?,0.16 +39,167,47628,Mariettacity,9,0.01,0.37,0.02,0.98,0.02,0.01,0.53,0.51,0.43,0.53,0,0,0.15,0.32,0.16,0.43,0.6,0.54,0.61,0.19,0.22,0.21,0.14,0.06,0,0.25,0.14,0.02,0.46,0.35,0.42,0.31,0.43,0.35,0.31,0.72,0.37,0.52,0.57,0.43,0.55,0.59,0.35,0.51,0.57,0.67,0.51,0.52,0.52,0.01,0.18,0,0,0.5,0.61,0.52,0,0.02,0.02,0.02,0.98,0.02,0.13,0.12,0.3,0.32,0.3,0.52,0.05,0.49,0.5,0.03,0.66,0.51,0.08,0.65,0.04,0.45,0.24,0.06,0.06,0.07,0.11,0.13,0.13,0.13,0.42,0.15,0.33,0,0,0.01,0.7,0.55,0.64,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.16,0.05,?,?,?,?,0,?,0.09 +12,?,?,NorthMiamicity,9,0.06,0.35,0.62,0.43,0.15,0.46,0.31,0.47,0.27,0.47,0.08,1,0.22,0.59,0.23,0.34,0.46,0.21,0.25,0.21,0.28,0.37,0.21,0.28,0.25,0.23,0.36,0.07,0.4,0.39,0.53,0.28,0.54,0.51,0.19,0.43,0.33,0.33,0.78,0.5,0.78,0.81,0.5,0.37,0.39,0.53,0.34,0.79,0.75,0.05,0.61,0.12,0.35,0.46,0.53,0.62,0.91,1,1,1,0.21,0.57,0.45,0.34,0.37,0.48,0.3,0.4,0.71,0.88,0,0.1,0.63,0.36,0.12,0.2,0.52,0.21,0.36,0.16,0.14,0.14,0.41,0.37,0.38,0.37,0.62,0.64,0.33,0.01,0.03,1,0.2,0.4,0.64,0.44,0.01,0.17,0.98,0.23,0.02,0.14,0.25,0.17,0.57,0.72,0.15,0.31,0,0.31,0.01,0.36,0.65,0.02,0.5,0.44,0.05,0.02,0.91,1,0.4,0.19,0.75 +40,?,?,Durantcity,9,0,0.34,0.02,0.76,0.05,0.03,0.62,0.62,0.56,0.6,0,0,0.05,0.2,0.85,0.31,0.65,0.68,0.45,0.1,0.14,0.15,0.07,0.13,0.14,0.21,0.14,0.03,0.78,0.49,0.54,0.38,0.71,0.22,0.3,0.65,0.49,0.39,0.55,0.45,0.63,0.63,0.37,0.48,0.46,0.45,0.43,0.55,0.38,0,0.1,0,0.22,0.22,0.56,0.68,0.02,0.02,0.04,0.05,0.96,0.03,0.14,0.12,0.3,0.29,0.35,0.42,0.14,0.6,0,0.04,0.44,0.44,0.19,0.65,0.54,0.94,0.39,0.03,0.04,0.05,0.06,0.09,0.07,0.11,0.72,0.42,0.29,0,0,0.04,0.61,0.43,0.48,0.58,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.06,0,?,?,?,?,0,?,0.15 +12,?,?,Leesburgcity,9,0.01,0.28,0.54,0.57,0.02,0.03,0.32,0.35,0.23,0.82,0,0,0.14,0.24,0.35,0.39,0.82,0.43,0.71,0.15,0.22,0.28,0.15,0.35,0.41,0.16,0.26,0.03,0.52,0.42,0.59,0.2,0.5,0.24,0.24,0.5,0.41,0.3,0.68,0.28,0.66,0.7,0.31,0.28,0.27,0.16,0.13,0.49,0.59,0.02,0.44,0,0.52,0.42,0.46,0.46,0.12,0.08,0.08,0.08,0.93,0.04,0.2,0.17,0.28,0.17,0.46,0.4,0.19,0.7,0,0.05,0.43,0.48,0.51,0.35,0.67,0.6,0.18,0.09,0.09,0.1,0.14,0.19,0.2,0.21,0.45,0.29,0.19,0.03,0,0.09,0.38,0.49,0.57,0.58,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.14,0.04,?,?,?,?,0,?,0.83 +18,?,?,Dyertown,9,0,0.72,0.01,0.97,0.05,0.07,0.46,0.41,0.23,0.25,0.02,1,0.54,0.8,0.24,0.58,0.31,0.1,0.39,0.48,0.38,0.34,0.53,0.61,1,0.26,0.45,0,0.03,0.21,0.24,0.23,0.16,0.67,0.54,0.38,0.41,0.32,0.21,0.28,0.21,0.22,0.67,0.9,0.91,0.86,0.82,0.46,0.51,0,0.04,0,0,0.03,0.05,0.12,0,0.01,0.01,0.03,0.88,0.04,0.27,0.31,0.73,0.75,0.34,0.94,0.08,0.1,0.5,0,0.98,0.9,0.16,0.37,0.71,0.16,0,0.2,0.19,0.18,0.37,0.33,0.32,0.3,0.42,0.15,0.29,0,0,0.12,0.48,0.68,0.62,0.38,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.16,0.21,?,?,?,?,0,?,0.03 +51,710,57000,Norfolkcity,9,0.4,0.58,0.76,0.34,0.16,0.05,0.63,0.8,0.7,0.33,0.41,1,0.2,0.57,0.14,0.3,0.42,0.45,0.57,0.19,0.22,0.31,0.2,0.19,0.2,0.26,0.34,0.4,0.51,0.3,0.47,0.26,0.37,0.56,0.21,0.43,0.4,0.34,0.57,0.78,0.65,0.62,0.49,0.39,0.35,0.49,0.26,0.38,0.35,0.36,0.78,0.07,0.44,0.49,0.52,0.55,0.12,0.11,0.11,0.11,0.89,0.05,0.32,0.27,0.43,0.41,0.48,0.27,0.24,0.64,0,0.49,0.61,0.3,0.3,0.38,0.4,0.63,0.2,0.16,0.14,0.15,0.27,0.29,0.31,0.3,0.62,0.59,0.47,0.15,0.07,0.11,0.43,0.33,0.34,0.17,0.14,0.27,0.85,0.32,0.16,0.25,0.3,0.27,0.32,0.81,0.27,0.02,0.08,0.21,0.19,0.43,0.17,0.15,0.41,0.31,0.18,0.08,0.75,0.5,0.79,0.14,0.47 +6,?,?,Norwalkcity,9,0.14,0.92,0.06,0.33,0.76,0.89,0.5,0.59,0.39,0.26,0.15,1,0.44,0.69,0.06,0.27,0.36,0.52,0.38,0.39,0.22,0.27,0.31,0.25,0.27,0.26,0.31,0.08,0.24,0.56,0.62,0.14,0.41,0.49,0.65,0.22,0.65,0.22,0.45,0.55,0.51,0.49,0.95,0.65,0.52,0.73,0.67,0.47,0.41,0.07,0.32,0.18,0.35,0.41,0.49,0.55,0.69,0.72,0.78,0.79,0.17,0.7,0.99,1,0.95,0.92,0.94,0.56,1,0.56,0,0.05,0.89,0.58,0.31,0.19,0.38,0.18,0.18,0.44,0.42,0.37,0.64,0.63,0.73,0.64,0.61,0.63,0.17,0.05,0,0.84,0.48,0.6,0.81,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.81,0.13,?,?,?,?,0,?,0.48 +42,29,82704,WestChesterborough,9,0.01,0.59,0.35,0.66,0.07,0.14,1,1,1,0.29,0.03,1,0.32,0.69,0.07,0.47,0.36,0.29,0.36,0.38,0.27,0.29,0.26,0.16,0.38,0.18,0.24,0.02,0.45,0.22,0.32,0.51,0.34,0.56,0.25,0.6,0.34,0.41,0.39,1,0.38,0.4,0.4,0.29,0.31,0.45,0.05,0.79,0.76,0.02,0.66,0,0.37,0.36,0.35,0.31,0.08,0.06,0.06,0.05,0.83,0.08,0.28,0.22,0.34,0.45,0.33,0.25,0.18,0.63,0,0.02,0.8,0.24,0.44,0.41,0,0.16,0.22,0.26,0.27,0.28,0.44,0.43,0.49,0.44,0.4,0.46,0.33,0,0,0.08,0.71,0.3,0.33,0.54,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.82,0.13,?,?,?,?,0,?,0.19 +34,29,7420,Bricktownship,9,0.09,0.44,0.01,0.97,0.05,0.05,0.33,0.39,0.23,0.59,0.11,1,0.45,0.45,0.13,0.56,0.63,0.16,0.73,0.45,0.39,0.37,0.25,0.26,0.41,0.45,0.49,0.02,0.08,0.19,0.34,0.25,0.33,0.46,0.26,0.37,0.34,0.36,0.27,0.31,0.3,0.3,0.47,0.81,0.83,0.87,0.75,0.37,0.41,0.01,0.08,0.02,0.13,0.2,0.2,0.2,0.04,0.06,0.05,0.05,0.88,0.05,0.19,0.2,0.49,0.47,0.45,0.82,0.06,0.48,0.5,0.21,0.43,0.82,0.05,0.77,0.69,0.04,0.09,0.32,0.32,0.31,0.62,0.59,0.66,0.65,0.85,0.73,1,0.01,0,0.14,0.75,0.7,0.63,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.21,0.1,?,?,?,?,0,?,0.05 +53,?,?,Ellensburgcity,9,0,0.4,0.02,0.9,0.2,0.05,1,1,1,0.31,0,0,0.05,0.6,0.49,0.47,0.34,0.25,0.36,0.16,0.11,0.11,0.15,0.11,0.1,0.13,0.24,0.03,0.91,0.17,0.28,0.48,0.53,0.29,0.07,0.79,0.38,0.35,0.3,1,0.35,0.34,0.31,0.46,0.54,0.71,0.42,0.47,0.45,0,0.13,0,0.64,0.48,0.44,0.37,0.21,0.14,0.11,0.09,0.91,0.1,0.14,0.08,0.18,0.31,0.18,0.22,0.12,0.74,0,0.01,0.84,0.2,0.2,0.48,0.48,0.17,0.37,0.09,0.09,0.08,0.16,0.17,0.17,0.15,0.97,0.28,0.42,0,0,0.13,0.59,0.09,0,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.21,0.01,?,?,?,?,0,?,0.08 +9,9,78740,Wallingfordtown,9,0.05,0.46,0.02,0.96,0.05,0.06,0.32,0.4,0.24,0.43,0.06,0.86,0.51,0.67,0.14,0.68,0.44,0.13,0.57,0.52,0.45,0.43,0.45,0.37,0.49,0.31,0.48,0.01,0.07,0.28,0.33,0.35,0.24,0.64,0.54,0.41,0.38,0.43,0.37,0.35,0.35,0.38,0.48,0.81,0.82,0.86,0.77,0.56,0.7,0.01,0.08,0.02,0.25,0.33,0.36,0.38,0.1,0.12,0.12,0.12,0.83,0.09,0.17,0.17,0.47,0.54,0.29,0.72,0.06,0.46,0.5,0.04,0.82,0.67,0.1,0.41,0.42,0.06,0.13,0.45,0.43,0.41,0.44,0.49,0.53,0.53,0.41,0.54,0.53,0.01,0.01,0.17,0.71,0.71,0.89,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.09,0.03,?,?,?,?,0,?,0.04 +22,?,?,Rustoncity,9,0.02,0.56,0.66,0.45,0.1,0.02,1,1,1,0.34,0,0,0.1,0.44,0.61,0.36,0.41,0.36,0.34,0.2,0.15,0.22,0.13,0.07,0.19,0.31,0.19,0.05,0.81,0.3,0.36,0.55,0.73,0.19,0.2,0.9,0.27,0.56,0.21,1,0.32,0.28,0.47,0.45,0.41,0.59,0.49,0.58,0.53,0.02,0.7,0,0.65,0.8,0.83,0.79,0.15,0.16,0.15,0.13,0.91,0.05,0.28,0.21,0.35,0.42,0.32,0.4,0.16,0.55,0,0.04,0.61,0.38,0.32,0.53,0.6,0.5,0.28,0.09,0.1,0.12,0.13,0.17,0.18,0.17,0.85,0.31,0.29,0,0,0.09,0.72,0.34,0.31,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.1,0.02,?,?,?,?,0,?,0.53 +48,?,?,MissouriCitycity,9,0.04,0.69,0.57,0.4,0.38,0.17,0.49,0.4,0.24,0.09,0.06,1,0.66,0.91,0.41,0.58,0.11,0.06,0.21,0.6,0.47,0.55,0.38,0.4,0.34,0.37,0.52,0.01,0.08,0.1,0.11,0.65,0.16,0.81,0.24,0.53,0.15,0.68,0.3,0.26,0.42,0.38,0.65,0.79,0.8,0.89,0.66,0.83,0.8,0.01,0.17,0.02,0.31,0.4,0.44,0.55,0.21,0.24,0.24,0.27,0.76,0.12,0.28,0.32,0.75,0.7,0.84,0.8,0.17,0.05,0.5,0.04,0.75,0.82,0.09,0.51,0.81,0.03,0.22,0.16,0.16,0.18,0.54,0.51,0.54,0.64,0.27,0.48,0.32,0,0,0.28,0.53,0.43,0.35,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.13,0.06,?,?,?,?,0,?,0.09 +39,25,49322,Miamitownship,9,0.03,0.59,0.02,0.98,0.02,0.01,0.44,0.44,0.26,0.22,0.04,0.83,0.51,0.8,0.27,0.63,0.28,0.12,0.32,0.49,0.39,0.37,0.29,0.33,0.69,0.55,0.65,0.01,0.1,0.18,0.28,0.39,0.13,0.7,0.55,0.37,0.39,0.51,0.33,0.25,0.31,0.32,0.57,0.88,0.89,0.91,0.85,0.59,0.62,0,0.05,0,0.21,0.22,0.2,0.28,0.02,0.02,0.01,0.02,0.97,0.02,0.2,0.23,0.64,0.66,0.39,0.86,0.03,0.26,0.5,0.02,0.88,0.83,0.22,0.37,0.73,0.06,0.21,0.19,0.19,0.22,0.35,0.32,0.31,0.31,0.2,0.41,0.36,0,0,0.03,0.7,0.55,0.53,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.07,0.05,?,?,?,?,0,?,0.06 +9,3,84900,Wethersfieldtown,9,0.03,0.33,0.02,0.97,0.05,0.03,0.25,0.3,0.19,0.76,0.04,1,0.53,0.43,0.2,0.78,0.77,0.12,0.93,0.58,0.59,0.57,0.36,0.13,0.56,1,0.59,0.01,0.06,0.32,0.33,0.45,0.17,0.45,0.25,0.48,0.2,0.6,0.21,0.37,0.27,0.25,0.36,0.78,0.8,0.86,0.78,0.57,0.67,0,0.06,0.02,0.04,0.04,0.08,0.11,0.03,0.03,0.05,0.07,0.69,0.15,0.1,0.1,0.36,0.4,0.15,0.82,0.02,0.4,0.5,0.02,0.91,0.77,0.02,0.32,0.4,0.03,0.03,0.5,0.48,0.49,0.28,0.53,0.58,0.51,0.55,0.48,0.4,0.01,0,0.36,0.69,0.88,0.95,0.88,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.17,0.21,?,?,?,?,0,?,0.09 +49,?,?,SouthSaltLakecity,9,0,0.25,0.03,0.82,0.21,0.18,0.37,0.6,0.4,0.42,0.02,1,0.12,0.55,0.1,0.26,0.46,0.46,0.37,0.15,0.17,0.16,0.42,0.11,0.27,0.23,0.28,0.01,0.45,0.22,0.47,0.13,0.51,0.55,0.38,0.25,0.64,0.2,1,0.48,0.83,0.95,0.42,0.34,0.43,0.31,0.34,0.4,0.5,0.01,0.28,0.01,0.21,0.41,0.56,0.56,0.12,0.2,0.25,0.23,0.77,0.14,0.3,0.21,0.27,0.28,0.32,0.21,0.28,0.83,0,0.03,0.53,0.23,0.23,0.33,0.46,0.42,0.13,0.09,0.06,0.05,0.18,0.17,0.16,0.17,0.36,0.47,0.28,0,0.03,0.23,0.64,0.35,0.71,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.19,0.28,?,?,?,?,0,?,0.25 +34,11,46680,Millvillecity,9,0.03,0.46,0.16,0.8,0.04,0.14,0.44,0.49,0.32,0.44,0.04,1,0.32,0.52,0.1,0.37,0.56,0.38,0.63,0.34,0.29,0.31,0.22,0.15,0.15,0.2,0.25,0.03,0.3,0.38,0.52,0.17,0.4,0.49,0.6,0.32,0.54,0.28,0.55,0.42,0.55,0.57,0.51,0.45,0.43,0.36,0.51,0.38,0.52,0.03,0.52,0.01,0.19,0.27,0.26,0.29,0.04,0.06,0.05,0.05,0.84,0.1,0.28,0.26,0.5,0.52,0.46,0.57,0.11,0.52,0.5,0.03,0.82,0.56,0.45,0.56,0.38,0.31,0.56,0.13,0.13,0.14,0.22,0.34,0.36,0.35,0.55,0.41,0.51,0.03,0,0.09,0.73,0.69,0.82,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.05,0.09,?,?,?,?,0,?,0.39 +6,?,?,Pasadenacity,9,0.2,0.42,0.37,0.35,0.5,0.51,0.34,0.53,0.33,0.4,0.21,1,0.39,0.56,0.2,0.5,0.36,0.44,0.31,0.39,0.5,0.68,0.32,0.24,0.41,0.22,0.31,0.17,0.39,0.39,0.38,0.59,0.39,0.51,0.23,0.68,0.24,0.65,0.48,0.67,0.6,0.57,0.56,0.49,0.48,0.58,0.44,0.4,0.34,0.13,0.57,0.24,0.48,0.54,0.59,0.63,0.93,0.92,0.9,0.89,0.38,0.62,0.59,0.44,0.42,0.44,0.44,0.32,0.6,0.78,0,0.15,0.8,0.33,0.26,0.31,0.31,0.14,0.22,0.61,0.77,0.96,0.54,0.55,0.67,0.54,0.69,0.7,0.24,0.13,0.03,0.82,0.35,0.44,0.7,0.56,0.04,0.15,0.96,0.16,0.05,0.13,0.28,0.15,0.8,0.23,0.44,0.54,0.23,0.67,0.15,0.93,0.22,0.06,0.48,0.31,0.08,0.07,0.57,0.5,1,0.23,0.53 +37,?,?,HighPointcity,9,0.1,0.37,0.59,0.51,0.06,0.01,0.43,0.49,0.34,0.44,0.11,1,0.22,0.57,0.16,0.32,0.52,0.34,0.3,0.25,0.28,0.35,0.21,0.2,0.17,0.31,0.3,0.08,0.33,0.44,0.55,0.28,0.31,0.57,0.79,0.23,0.74,0.3,0.63,0.41,0.63,0.66,0.4,0.4,0.4,0.42,0.3,0.64,0.73,0.08,0.5,0.01,0.18,0.38,0.51,0.53,0.02,0.04,0.04,0.04,0.95,0.05,0.17,0.16,0.38,0.38,0.41,0.43,0.11,0.55,0.5,0.1,0.75,0.44,0.28,0.34,0.54,0.43,0.14,0.11,0.12,0.14,0.14,0.19,0.22,0.24,0.38,0.48,0.5,0.06,0,0.04,0.73,0.52,0.68,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.13,0.15,?,?,?,?,0,?,0.52 +47,?,?,Bartletttown,9,0.03,0.72,0.05,0.95,0.06,0.01,0.58,0.43,0.26,0.13,0.04,1,0.59,0.88,0.43,0.56,0.18,0.05,0.31,0.52,0.37,0.37,0.27,0.19,0.3,0.33,0.38,0,0.05,0.06,0.13,0.37,0.08,0.78,0.28,0.39,0.23,0.5,0.17,0.24,0.26,0.23,0.64,0.9,0.88,0.97,0.82,0.6,0.67,0,0.02,0,0.19,0.14,0.3,0.38,0.02,0.01,0.03,0.03,0.95,0.03,0.11,0.15,0.77,0.73,0.73,0.93,0.03,0,0.5,0.02,0.86,0.93,0.02,0.32,0.79,0.02,0.24,0.22,0.19,0.18,0.41,0.42,0.53,0.51,0.35,0.46,0.22,0,0,0.04,0.58,0.48,0.72,0.57,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.16,0,?,?,?,?,0,?,0.08 +34,5,48900,MountHollytownship,9,0,0.57,0.36,0.64,0.07,0.1,0.44,0.49,0.32,0.4,0.02,1,0.36,0.58,0.17,0.46,0.52,0.48,0.83,0.36,0.3,0.34,0.24,0.14,0.22,0.2,0.2,0.01,0.36,0.32,0.47,0.27,0.44,0.46,0.35,0.44,0.52,0.29,0.48,0.51,0.61,0.57,0.57,0.41,0.36,0.44,0.24,0.4,0.52,0.01,0.61,0,0.13,0.25,0.28,0.32,0.04,0.06,0.06,0.07,0.9,0.08,0.41,0.41,0.59,0.57,0.6,0.62,0.22,0.37,0.5,0.01,0.85,0.63,0.92,0.47,0.21,0.28,0.12,0.21,0.2,0.2,0.47,0.42,0.45,0.46,1,0.51,0.61,0.03,0,0.11,0.59,0.61,0.72,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.31,0.16,?,?,?,?,0,?,0.6 +9,1,68170,Sheltontown,9,0.04,0.54,0.02,0.96,0.08,0.04,0.33,0.4,0.25,0.38,0.06,1,0.63,0.71,0.28,0.69,0.43,0.12,0.51,0.61,0.52,0.5,0.62,0.2,0.44,0.63,0.59,0.01,0.05,0.23,0.28,0.38,0.24,0.64,0.62,0.32,0.3,0.51,0.25,0.38,0.24,0.25,0.54,0.86,0.85,0.88,0.85,0.43,0.54,0.01,0.07,0.02,0.22,0.26,0.31,0.3,0.12,0.12,0.13,0.12,0.8,0.09,0.19,0.2,0.56,0.6,0.36,0.81,0.04,0.32,0.5,0.03,0.86,0.77,0.41,0.42,0.6,0.04,0.06,0.56,0.55,0.51,0.47,0.52,0.68,0.57,0.53,0.55,0.36,0,0,0.22,0.7,0.72,0.8,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.1,0.06,?,?,?,?,0,?,0.02 +6,?,?,YorbaLindacity,9,0.07,0.69,0.02,0.79,0.62,0.17,0.44,0.42,0.26,0.13,0.08,1,0.93,0.83,0.35,0.64,0.15,0.08,0.32,0.85,0.71,0.72,0.53,0.25,0.43,0.7,0.78,0.01,0.03,0.06,0.09,0.6,0.11,0.81,0.44,0.36,0.16,0.71,0.26,0.32,0.35,0.32,0.66,0.89,0.89,0.91,0.75,0.53,0.56,0,0.05,0.04,0.21,0.27,0.37,0.42,0.18,0.2,0.25,0.26,0.74,0.12,0.29,0.33,0.75,0.74,0.64,0.85,0.14,0.17,0.5,0.03,0.9,0.84,0.07,0.18,0.85,0.01,0.06,0.83,0.9,0.94,0.99,0.93,1,0.9,0.55,0.85,0.26,0,0,0.36,0.51,0.36,0.63,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.25,0.02,?,?,?,?,0,?,0.06 +53,?,?,Bellevuecity,10,0.12,0.32,0.04,0.8,0.61,0.04,0.34,0.47,0.29,0.33,0.14,1,0.53,0.72,0.27,0.71,0.3,0.12,0.43,0.59,0.64,0.66,0.37,0.29,0.37,0.4,0.56,0.04,0.13,0.06,0.07,0.75,0.13,0.69,0.38,0.37,0.15,0.68,0.45,0.44,0.58,0.54,0.36,0.72,0.76,0.76,0.68,0.36,0.48,0.01,0.09,0.08,0.58,0.53,0.57,0.58,0.54,0.43,0.42,0.4,0.78,0.18,0.17,0.15,0.35,0.45,0.25,0.54,0.11,0.46,0.5,0.09,0.84,0.49,0.03,0.08,0.67,0.05,0.1,0.47,0.5,0.57,0.54,0.51,0.59,0.52,0.54,0.33,0.18,0.01,0.03,0.39,0.33,0.41,0.56,0.42,0.01,0.13,0.97,0.17,0.03,0.13,0.29,0.13,0.89,0.83,0.1,0,1,0.17,0.03,0.43,0.24,0.07,0.27,0.38,0.06,0.03,0.86,1,0.63,0.16,0.09 +12,?,?,SouthDaytonacity,10,0,0.24,0.07,0.93,0.05,0.04,0.28,0.44,0.32,0.74,0.02,1,0.22,0.37,0.2,0.45,0.71,0.24,0.79,0.22,0.26,0.26,0.17,0.16,0.12,0.2,0.3,0.01,0.26,0.27,0.44,0.17,0.37,0.36,0.16,0.33,0.23,0.35,0.63,0.35,0.67,0.68,0.2,0.5,0.55,0.7,0.72,0.61,0.63,0,0.15,0,0.36,0.36,0.35,0.34,0.14,0.12,0.1,0.09,0.89,0.08,0.08,0.07,0.27,0.23,0.36,0.53,0.08,0.67,0,0.03,0.57,0.56,0.04,0.11,0.71,0.27,0.37,0.14,0.12,0.11,0.36,0.32,0.31,0.34,0.52,0.4,0.22,0,0,0.16,0.18,0.5,0.6,0.43,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.29,0.03,?,?,?,?,0,?,0.19 +25,1,7175,Bournetown,10,0.01,0.47,0.03,0.95,0.04,0.02,0.4,0.46,0.32,0.49,0,0,0.37,0.52,0.23,0.41,0.56,0.27,0.63,0.36,0.34,0.33,0.31,0.07,0.24,0.28,0.27,0.01,0.17,0.13,0.21,0.35,0.38,0.46,0.18,0.47,0.22,0.43,0.34,0.46,0.42,0.4,0.46,0.72,0.76,0.84,0.64,0.56,0.54,0,0.13,0,0.13,0.18,0.2,0.21,0.03,0.03,0.03,0.03,0.92,0.07,0.19,0.18,0.46,0.43,0.5,0.56,0.04,0.4,0.5,0.16,0,0.58,0.06,0.33,0.48,0.06,0.19,0.39,0.38,0.38,0.47,0.52,0.59,0.52,0.57,0.62,0.64,0,0,0.08,0.68,0.51,0.46,0.56,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.03,0.08,?,?,?,?,0,?,0.16 +48,?,?,Bellairecity,10,0.01,0.28,0.01,0.92,0.12,0.15,0.16,0.24,0.09,0.49,0.02,1,0.56,0.61,0.36,0.81,0.44,0.01,0.46,0.58,0.66,0.65,0.34,0.29,0.84,0.33,0.45,0,0.07,0.09,0.1,0.8,0.11,0.69,0.17,0.64,0.07,0.86,0.49,0.28,0.66,0.61,0.31,0.7,0.73,0.84,0.8,0.69,0.68,0,0.03,0,0.02,0.09,0.21,0.36,0.01,0.03,0.06,0.09,0.83,0.08,0.11,0.1,0.32,0.29,0.38,0.7,0.06,0.31,0.5,0.02,0.81,0.72,0.1,0.4,0.29,0.05,0.14,0.24,0.25,0.27,0.52,0.49,0.55,0.6,0.13,0.28,0.28,0,0,0.15,0.61,0.63,0.81,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.32,0.06,?,?,?,?,0,?,0.14 +6,?,?,Chicocity,10,0.05,0.4,0.04,0.84,0.24,0.16,0.89,1,1,0.24,0.06,1,0.12,0.57,0.41,0.39,0.25,0.46,0.28,0.21,0.18,0.19,0.21,0.13,0.12,0.22,0.26,0.11,0.86,0.17,0.23,0.51,0.61,0.36,0.16,0.61,0.23,0.41,0.37,1,0.57,0.49,0.37,0.36,0.45,0.52,0.34,0.49,0.52,0.02,0.29,0.02,0.58,0.62,0.64,0.68,0.28,0.26,0.24,0.23,0.83,0.12,0.24,0.15,0.33,0.36,0.38,0.12,0.22,0.65,0,0.04,0.82,0.15,0.09,0.27,0.67,0.19,0.13,0.24,0.24,0.23,0.3,0.34,0.4,0.33,1,0.59,0.22,0.04,0.13,0.2,0.66,0.06,0.13,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.15,0.07,?,?,?,?,0,?,0.19 +39,33,10030,Bucyruscity,10,0.01,0.35,0.01,0.99,0.02,0.01,0.4,0.45,0.28,0.49,0,0,0.17,0.39,0.25,0.4,0.57,0.46,0.62,0.19,0.21,0.2,0.2,0.15,0.16,0.1,0.24,0.02,0.41,0.38,0.53,0.15,0.64,0.31,0.92,0.26,0.8,0.23,0.63,0.28,0.62,0.65,0.42,0.56,0.61,0.65,0.66,0.58,0.46,0.01,0.23,0,0,0.38,0.51,0.43,0,0.02,0.02,0.02,0.97,0.03,0.16,0.15,0.38,0.38,0.38,0.57,0.08,0.45,0.5,0.01,0.79,0.57,0.24,0.56,0.27,0.77,0.2,0.05,0.04,0.05,0.09,0.11,0.1,0.14,0.44,0.11,0.31,0,0,0.02,0.86,0.65,0.85,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.18,0,?,?,?,?,0,?,0.07 +45,?,?,Greenvillecity,10,0.08,0.32,0.69,0.45,0.05,0.02,0.47,0.57,0.44,0.52,0.09,1,0.2,0.49,0.17,0.39,0.56,0.4,0.32,0.25,0.33,0.46,0.18,0.1,0.19,0.32,0.34,0.09,0.47,0.38,0.47,0.47,0.34,0.49,0.4,0.57,0.44,0.48,0.67,0.6,0.63,0.68,0.4,0.24,0.25,0.29,0.21,0.58,0.61,0.09,0.74,0.01,0.56,0.53,0.57,0.57,0.08,0.07,0.06,0.06,0.95,0.03,0.23,0.17,0.26,0.29,0.29,0.33,0.13,0.65,0,0.12,0.64,0.34,0.55,0.37,0.4,0.54,0.42,0.11,0.13,0.17,0.08,0.19,0.25,0.22,0.34,0.35,0.35,0.07,0,0.05,0.65,0.46,0.62,0.5,0.04,0.43,0.94,0.55,0.07,0.43,0.35,0.43,0.5,0.69,0.33,0,0,0.23,0.45,0.5,0.01,0.07,0.19,0.13,0.23,0.02,0.93,0,1,0.18,0.72 +42,71,83152,WestHempfieldtownship,10,0,0.55,0.03,0.95,0.08,0.03,0.34,0.41,0.2,0.27,0.02,0.87,0.44,0.77,0.42,0.63,0.33,0.27,0.44,0.41,0.34,0.33,0.21,0.45,0.23,0.27,0.23,0.01,0.19,0.27,0.36,0.32,0.09,0.74,0.73,0.34,0.56,0.42,0.3,0.22,0.32,0.32,0.51,0.76,0.77,0.79,0.73,0.46,0.5,0.01,0.26,0,0.19,0.46,0.42,0.41,0.03,0.06,0.05,0.04,0.93,0.02,0.15,0.17,0.58,0.57,0.53,0.78,0.04,0.28,0.5,0,0.92,0.78,0.12,0.36,0.81,0.12,0.21,0.21,0.2,0.2,0.2,0.28,0.32,0.32,0.49,0.47,0.11,0,0,0.06,0.85,0.49,0.75,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.06,0.02,?,?,?,?,0,?,0.07 +39,145,64304,Portsmouthcity,10,0.02,0.28,0.1,0.91,0.02,0.01,0.4,0.39,0.26,0.69,0,0,0.07,0.02,0.08,0.34,0.79,0.96,0.6,0.11,0.18,0.17,0.23,0.08,0.74,0.05,0.35,0.06,0.75,0.58,0.63,0.17,0.79,0.04,0.26,0.59,0.4,0.38,0.66,0.3,0.69,0.72,0.38,0.37,0.41,0.32,0.45,0.02,0,0.01,0.24,0,0.07,0.22,0.18,0.3,0,0.01,0.01,0.01,0.98,0.03,0.18,0.15,0.28,0.26,0.35,0.45,0.06,0.55,0,0.06,0.58,0.47,0.3,0.7,0,0.81,0.3,0.02,0.02,0.03,0.05,0.1,0.11,0.09,0.69,0.18,0.43,0,0,0.02,0.8,0.55,0.81,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.18,0,?,?,?,?,0,?,0.27 +33,15,25380,Exetertown,10,0,0.36,0.01,0.98,0.05,0.01,0.28,0.4,0.21,0.47,0,0,0.4,0.6,0.01,0.6,0.49,0.11,0.48,0.42,0.46,0.44,0.22,0.25,0.18,0.02,0.61,0.01,0.12,0.22,0.22,0.52,0.35,0.6,0.35,0.68,0.28,0.63,0.43,0.3,0.47,0.47,0.4,0.71,0.75,0.82,0.48,0.63,0.76,0,0.06,0,0.18,0.27,0.22,0.19,0.03,0.04,0.03,0.02,0.94,0.02,0.1,0.1,0.37,0.46,0.22,0.68,0.05,0.58,0,0.02,0.73,0.62,0.04,0.38,0.52,0.14,0.06,0.39,0.38,0.39,0.48,0.51,0.59,0.51,0.57,0.72,0.68,0,0,0.07,0.29,0.47,0.5,0.27,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.05,0.02,?,?,?,?,0,?,0.03 +19,33,92890,MasonCitycity,10,0.03,0.31,0.02,0.96,0.03,0.05,0.42,0.43,0.29,0.54,0,0,0.21,0.44,0.48,0.54,0.66,0.3,0.48,0.26,0.24,0.23,0.16,0,0.07,0.25,0.34,0.02,0.25,0.26,0.34,0.25,0.21,0.51,0.44,0.53,0.53,0.33,0.41,0.33,0.43,0.44,0.37,0.64,0.69,0.68,0.7,0.84,0.83,0.01,0.16,0,0.36,0.26,0.22,0.22,0.03,0.02,0.01,0.01,0.95,0.03,0.07,0.07,0.3,0.37,0.19,0.64,0.04,0.54,0.5,0.03,0.81,0.59,0.15,0.44,0.27,0.26,0.06,0.06,0.05,0.06,0.14,0.17,0.18,0.16,0.42,0.17,0.39,0.02,0,0.03,0.8,0.61,0.72,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.09,0.06,?,?,?,?,0,?,0.45 +53,?,?,Lynnwoodcity,10,0.03,0.37,0.04,0.83,0.46,0.05,0.37,0.55,0.35,0.29,0.05,1,0.31,0.71,0.11,0.46,0.33,0.3,0.37,0.32,0.3,0.29,0.55,0.21,0.25,0.53,0.41,0.02,0.24,0.13,0.22,0.29,0.25,0.66,0.35,0.36,0.37,0.32,0.7,0.48,0.79,0.78,0.44,0.54,0.6,0.66,0.44,0.41,0.53,0.01,0.2,0.02,0.55,0.57,0.59,0.67,0.41,0.38,0.35,0.36,0.81,0.18,0.23,0.19,0.4,0.48,0.37,0.39,0.22,0.62,0,0.03,0.84,0.37,0.08,0.07,0.65,0.16,0.03,0.29,0.29,0.27,0.46,0.42,0.45,0.42,0.6,0.41,0.19,0,0,0.31,0.47,0.28,0.32,0.51,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.34,0.36,?,?,?,?,0,?,0.15 +25,23,52630,Pembroketown,10,0.01,0.68,0.01,0.99,0.02,0.01,0.44,0.46,0.29,0.21,0.01,0.43,0.58,0.78,0.21,0.5,0.36,0.24,0.41,0.55,0.39,0.37,0.49,0.76,0.34,0.35,0.29,0,0.09,0.08,0.2,0.34,0.46,0.71,0.25,0.38,0.25,0.41,0.25,0.39,0.3,0.29,0.72,0.87,0.88,0.94,0.69,0.57,0.58,0,0.06,0,0.07,0.1,0.08,0.09,0.01,0.02,0.01,0.01,0.94,0.01,0.35,0.37,0.73,0.76,0.26,0.94,0.05,0.23,0.5,0.01,0.84,0.9,0.28,0.62,0.58,0.04,0.01,0.42,0.4,0.39,0.1,0.39,0.64,0.37,0.49,0.63,0.49,0,0,0.07,0.91,0.81,0.81,0.92,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.05,0.1,?,?,?,?,0,?,0.13 +29,?,?,UniversityCitycity,10,0.05,0.32,0.94,0.22,0.13,0.02,0.37,0.47,0.31,0.43,0.06,1,0.34,0.58,0.18,0.56,0.45,0.27,0.4,0.37,0.42,0.61,0.3,0.18,0.19,0.25,0.46,0.05,0.33,0.18,0.27,0.67,0.4,0.57,0.29,0.9,0.25,0.74,0.46,0.56,0.64,0.59,0.43,0.38,0.38,0.66,0.35,0.67,0.78,0.05,0.63,0.02,0.53,0.52,0.57,0.53,0.23,0.2,0.2,0.17,0.88,0.05,0.24,0.19,0.34,0.46,0.23,0.56,0.09,0.57,0,0.06,0.75,0.5,0.42,0.42,0.19,0.1,0.49,0.12,0.15,0.24,0.35,0.34,0.36,0.37,0.51,0.32,0.26,0.01,0,0.18,0.6,0.65,0.54,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.57,0.27,?,?,?,?,0,?,0.26 +48,?,?,Burkburnettcity,10,0,0.46,0.04,0.92,0.03,0.07,0.42,0.42,0.26,0.4,0,0,0.24,0.57,1,0.4,0.44,0.22,0.67,0.24,0.22,0.22,0.14,0.08,0.01,0.19,0.25,0.01,0.36,0.29,0.4,0.2,0.52,0.46,0.63,0.4,0.69,0.34,0.48,0.19,0.42,0.46,0.45,0.73,0.68,0.63,0.7,0.61,0.63,0,0.16,0,0,0,0.07,0.06,0,0,0.01,0.01,0.94,0,0.19,0.21,0.49,0.46,0.56,0.7,0.15,0.37,0.5,0.02,0.6,0.72,0.21,0.81,0.58,0.45,0.22,0.06,0.06,0.07,0.11,0.15,0.19,0.19,0.43,0.2,0.35,0,0,0.05,0.55,0.6,0.68,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0,?,?,?,?,0,?,0.06 +34,23,51210,NewBrunswickcity,10,0.05,0.77,0.58,0.35,0.24,0.36,1,1,1,0.28,0.07,1,0.27,0.57,0.24,0.36,0.44,0.49,0.32,0.28,0.21,0.25,0.25,0.21,0.22,0.24,0.27,0.07,0.58,0.55,0.6,0.37,0.59,0.41,0.35,0.65,0.43,0.35,0.36,1,0.34,0.36,0.58,0.14,0.13,0.25,0,0.65,0.64,0.06,1,0.05,0.58,0.66,0.72,0.76,0.68,0.68,0.68,0.65,0.52,0.45,0.59,0.48,0.51,0.48,0.56,0.1,0.48,0.74,0,0.04,0.76,0.14,0.57,0.38,0.21,0.54,0.97,0.29,0.3,0.29,0.47,0.54,0.66,0.55,0.7,0.88,1,0.06,0.04,0.5,0.49,0.32,0.3,0.52,0.01,0.29,0.98,0.36,0.02,0.23,0.26,0.29,0.45,0.73,0.27,0.13,0.3,0.3,0.02,0.71,0.2,0.01,0.67,0.69,0.03,0.02,0.81,0,0.5,0.23,0.62 +18,?,?,NewAlbanycity,10,0.04,0.34,0.12,0.9,0.01,0.01,0.38,0.45,0.29,0.54,0.06,1,0.2,0.46,0.15,0.43,0.58,0.43,0.58,0.2,0.23,0.22,0.18,0.16,0.3,0.24,0.24,0.05,0.4,0.47,0.55,0.19,0.44,0.42,0.49,0.42,0.57,0.33,0.71,0.34,0.75,0.77,0.37,0.41,0.42,0.49,0.35,0.56,0.58,0.02,0.24,0,0.19,0.41,0.49,0.45,0.01,0.02,0.03,0.02,0.97,0.02,0.14,0.13,0.35,0.38,0.35,0.51,0.09,0.6,0,0.05,0.78,0.5,0.1,0.44,0.33,0.5,0.13,0.07,0.06,0.07,0.12,0.18,0.22,0.19,0.44,0.19,0.35,0.01,0,0.02,0.62,0.58,0.68,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.23,0.07,?,?,?,?,0,?,0.53 +34,3,41100,Lodiborough,10,0.02,0.35,0.06,0.85,0.3,0.17,0.27,0.48,0.26,0.56,0.04,1,0.36,0.57,0.18,0.51,0.57,0.17,0.45,0.4,0.36,0.34,0.47,0,0.35,0.33,0.36,0.01,0.15,0.59,0.59,0.23,0.45,0.51,0.53,0.15,0.47,0.32,0.43,0.46,0.44,0.45,0.46,0.64,0.65,0.71,0.56,0.27,0.32,0.01,0.16,0.03,0.26,0.4,0.48,0.53,0.36,0.49,0.53,0.54,0.47,0.3,0.24,0.21,0.38,0.51,0.35,0.32,0.2,0.75,0,0.03,0.8,0.29,0.21,0.49,0.33,0.13,0.04,0.48,0.45,0.41,0.58,0.59,0.62,0.58,0.59,0.73,1,0,0,0.59,0.6,0.72,0.78,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.83,0.34,?,?,?,?,0,?,0.09 +48,?,?,Rosenbergcity,10,0.02,0.6,0.15,0.45,0.02,0.82,0.49,0.53,0.34,0.3,0,0,0.23,0.6,0.66,0.33,0.38,0.31,0.24,0.24,0.17,0.25,0.16,0.48,0.18,0.18,0.22,0.04,0.57,0.81,0.73,0.13,0.38,0.56,0.34,0.41,0.53,0.18,0.56,0.37,0.56,0.58,0.71,0.57,0.54,0.62,0.57,0.69,0.66,0.01,0.17,0.01,0.3,0.35,0.42,0.58,0.2,0.21,0.23,0.28,0.32,0.5,0.54,0.53,0.65,0.6,0.71,0.41,0.63,0.59,0,0.03,0.66,0.45,0.4,0.79,0.69,0.77,0.38,0.08,0.08,0.08,0.19,0.2,0.21,0.23,0.4,0.28,0.53,0,0,0.28,0.8,0.53,0.76,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.15,0,?,?,?,?,0,?,0.49 +29,?,?,Warrensburgcity,10,0.01,0.65,0.15,0.84,0.12,0.02,1,1,1,0.25,0,0,0.13,0.65,0.83,0.53,0.33,0.27,0.38,0.22,0.15,0.15,0.13,0.08,0.36,0.09,0.18,0.03,0.69,0.24,0.26,0.57,0.53,0.3,0.16,0.82,0.23,0.46,0.18,1,0.21,0.2,0.31,0.6,0.64,0.72,0.56,0.43,0.54,0,0.21,0,0.89,0.87,0.8,0.74,0.2,0.17,0.14,0.12,0.92,0.02,0.09,0.07,0.27,0.37,0.25,0.3,0.07,0.65,0,0.02,0.66,0.28,0.08,0.32,0.58,0.3,0.09,0.1,0.11,0.11,0.16,0.21,0.22,0.2,0.86,0.29,0.11,0,0,0.09,0.63,0.09,0,0.51,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0.01,?,?,?,?,0,?,0.09 +36,71,50034,Newburghcity,10,0.03,0.59,0.68,0.25,0.03,0.43,0.53,0.59,0.42,0.33,0.04,1,0.18,0.39,0.06,0.23,0.47,0.64,0.41,0.18,0.16,0.22,0.22,0.07,0.23,0.2,0.23,0.06,0.7,0.64,0.75,0.17,0.81,0.37,0.54,0.51,0.68,0.25,0.64,0.69,0.64,0.67,0.72,0.11,0.14,0,0.23,0.34,0.36,0.08,1,0.02,0.67,0.69,0.75,0.74,0.57,0.52,0.51,0.46,0.57,0.36,0.69,0.58,0.59,0.54,0.64,0.14,0.44,0.64,0,0.05,0.59,0.18,1,0.63,0,1,0.49,0.23,0.23,0.22,0.38,0.4,0.44,0.42,0.89,0.74,0.97,0.09,0.02,0.36,0.67,0.5,0.74,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.58,0.22,?,?,?,?,0,?,0.64 +9,1,18850,Darientown,10,0.01,0.54,0.01,0.96,0.12,0.03,0.3,0.29,0.19,0.42,0.03,1,1,0.72,0.42,0.92,0.38,0.06,0.47,1,1,1,0.36,0.43,0.8,1,1,0,0.03,0.06,0.08,0.98,0.15,0.54,0.3,0.35,0.06,0.86,0.14,0.29,0.2,0.18,0.5,0.94,0.95,0.95,0.84,0,0,0,0.03,0.01,0.42,0.39,0.42,0.44,0.32,0.26,0.26,0.25,0.84,0.07,0.17,0.19,0.58,0.57,0.46,0.87,0.02,0.1,1,0.01,0.87,0.86,0.12,0.45,0.23,0.01,0.19,1,1,1,0.91,1,1,1,0.34,0.5,0.26,0.01,0,0.32,0.27,0.75,0.69,0.46,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.12,1,?,?,?,?,0,?,0.01 +37,?,?,Wilmingtoncity,10,0.07,0.29,0.66,0.47,0.03,0.01,0.55,0.58,0.49,0.53,0.09,1,0.15,0.44,0.22,0.33,0.56,0.51,0.45,0.2,0.24,0.32,0.17,0.14,0.44,0.29,0.24,0.11,0.59,0.33,0.46,0.32,0.38,0.41,0.31,0.42,0.42,0.37,0.58,0.62,0.7,0.68,0.34,0.19,0.22,0.25,0.23,0.56,0.59,0.08,0.69,0.01,0.27,0.29,0.35,0.37,0.03,0.03,0.03,0.03,0.95,0.03,0.18,0.14,0.27,0.29,0.3,0.33,0.11,0.6,0,0.15,0.54,0.34,0.2,0.43,0.48,0.39,0.1,0.09,0.11,0.14,0.17,0.22,0.24,0.25,0.59,0.46,0.53,0.05,0.02,0.05,0.65,0.44,0.53,0.61,0.02,0.2,0.97,0.25,0.03,0.19,0.31,0.2,0.68,0.68,0.51,0,0,0.35,0.02,0.5,0.19,0.08,0.16,0.18,0.04,0.01,0.84,0,0.46,0.11,0.5 +9,9,53890,NorthBranfordtown,10,0,0.57,0.02,0.97,0.03,0.01,0.36,0.4,0.24,0.3,0.02,0.79,0.65,0.76,0.48,0.73,0.37,0.14,0.5,0.58,0.49,0.47,0.66,0.24,0.61,0,0.6,0,0.04,0.13,0.25,0.4,0.12,0.74,0.41,0.49,0.26,0.51,0.23,0.33,0.21,0.22,0.56,0.88,0.89,1,0.81,0.52,0.47,0,0.04,0,0.05,0.04,0.03,0.05,0.01,0.01,0,0.01,0.9,0.04,0.2,0.23,0.63,0.63,0.38,0.91,0.04,0.28,0.5,0,0.92,0.88,0.12,0.61,0.52,0.02,0.28,0.5,0.47,0.45,0.55,0.64,0.79,0.71,0.62,0.52,0.51,0,0,0.09,0.82,0.88,0.9,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.04,0.01,?,?,?,?,0,?,0.02 +6,?,?,Woodlandcity,10,0.05,0.52,0.02,0.66,0.19,0.48,0.4,0.48,0.28,0.34,0,0,0.33,0.57,0.55,0.41,0.39,0.5,0.4,0.34,0.3,0.33,0.21,0.22,0.23,0.27,0.33,0.03,0.24,0.37,0.41,0.26,0.51,0.55,0.24,0.49,0.45,0.33,0.56,0.35,0.64,0.63,0.54,0.58,0.59,0.63,0.62,0.61,0.68,0.02,0.21,0.03,0.31,0.36,0.41,0.44,0.23,0.24,0.24,0.24,0.62,0.35,0.34,0.32,0.54,0.54,0.55,0.46,0.45,0.52,0.5,0.03,0.85,0.48,0.15,0.28,0.69,0.24,0.21,0.31,0.31,0.31,0.38,0.38,0.41,0.36,0.48,0.49,0.18,0.03,0.01,0.31,0.61,0.41,0.61,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.36,0.03,?,?,?,?,0,?,0.24 +53,?,?,DesMoinescity,10,0.01,0.33,0.07,0.84,0.32,0.05,0.28,0.5,0.28,0.47,0.03,1,0.34,0.69,0,0.54,0.35,0.23,0.54,0.36,0.4,0.4,0.3,0.21,0.23,0.62,0.43,0.01,0.18,0.13,0.22,0.31,0.23,0.54,0.52,0.19,0.39,0.35,0.76,0.48,0.73,0.78,0.28,0.41,0.49,0.45,0.3,0.42,0.67,0.01,0.34,0.01,0.31,0.37,0.45,0.45,0.13,0.13,0.15,0.14,0.87,0.08,0.16,0.13,0.27,0.33,0.27,0.35,0.19,0.69,0,0.02,0.81,0.34,0.04,0.1,0.75,0.14,0.23,0.25,0.25,0.25,0.44,0.4,0.44,0.39,0.4,0.34,0.11,0,0,0.17,0.45,0.25,0.59,0.55,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.42,0.26,?,?,?,?,0,?,0.23 +6,?,?,ElCerritocity,10,0.02,0.26,0.18,0.48,1,0.12,0.18,0.3,0.18,0.75,0.04,1,0.46,0.38,0.28,0.75,0.6,0.26,0.88,0.5,0.57,0.63,0.41,0.17,0.42,0.41,0.54,0.01,0.12,0.12,0.16,0.76,0.18,0.44,0.18,0.9,0.13,0.85,0.45,0.45,0.55,0.53,0.26,0.62,0.65,0.8,0.54,0.63,0.65,0.01,0.15,0.03,0.36,0.39,0.49,0.53,0.5,0.47,0.54,0.54,0.56,0.28,0.13,0.11,0.28,0.3,0.29,0.56,0.16,0.55,0,0.02,0.87,0.55,0.06,0.39,0.31,0.05,0.09,0.66,0.68,0.69,0.67,0.63,0.79,0.62,0.59,0.44,0.15,0.04,0.03,0.59,0.42,0.66,0.49,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.53,1,?,?,?,?,0,?,0.38 +28,?,?,Greenvillecity,10,0.06,0.59,1,0.08,0.02,0.01,0.55,0.51,0.33,0.38,0,0,0.11,0.39,0.19,0.17,0.55,0.91,0.3,0.14,0.13,0.31,0.14,0.04,0.27,0.22,0.18,0.13,0.85,0.64,0.68,0.24,0.87,0.28,0.45,0.46,0.56,0.34,0.63,0.54,0.63,0.66,0.74,0.19,0.12,0.19,0.18,0.65,0.64,0.12,1,0,0.46,0.57,0.63,0.54,0.02,0.02,0.02,0.02,0.97,0.01,0.64,0.59,0.63,0.58,0.69,0.46,0.45,0.49,0.5,0.06,0.72,0.49,0.93,0.46,0.54,0.66,0.48,0.05,0.05,0.06,0.05,0.11,0.14,0.17,0.84,0.44,0.68,0,0,0.01,0.9,0.68,0.85,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.14,0.01,?,?,?,?,0,?,0.23 +29,?,?,Moberlycity,10,0,0.34,0.14,0.88,0.03,0.01,0.43,0.45,0.3,0.63,0,0,0.15,0.33,0.72,0.45,0.69,0.31,0.33,0.19,0.18,0.18,0.16,0.25,0.14,0,0.22,0.02,0.48,0.51,0.55,0.21,0.56,0.34,0.36,0.51,0.54,0.32,0.52,0.28,0.49,0.52,0.4,0.56,0.57,0.53,0.59,0.78,0.72,0.01,0.2,0,0.29,0.42,0.34,0.29,0.01,0.02,0.01,0.01,0.98,0.03,0.17,0.15,0.33,0.34,0.32,0.6,0.08,0.62,0,0.03,0.56,0.59,0.05,0.68,0.31,0.63,0.33,0.01,0.02,0.04,0.05,0.08,0.07,0.11,0.43,0.25,0.46,0,0,0.02,0.79,0.53,0.63,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.11,0.03,?,?,?,?,0,?,0.41 +25,9,38400,Marbleheadtown,10,0.02,0.32,0.01,0.98,0.05,0.01,0.23,0.3,0.17,0.47,0.03,1,0.69,0.6,0.32,0.75,0.42,0.11,0.46,0.75,0.88,0.85,0.74,0,0.27,0.02,0.78,0.01,0.07,0.04,0.04,0.88,0.16,0.66,0.28,0.6,0.07,0.83,0.34,0.36,0.4,0.39,0.35,0.82,0.86,0.88,0.66,0.38,0.48,0,0.02,0.01,0.23,0.19,0.24,0.31,0.08,0.06,0.07,0.08,0.92,0.01,0.06,0.07,0.35,0.43,0.17,0.73,0.01,0.36,0.5,0.03,0.78,0.67,0.06,0.55,0.06,0.03,0.13,0.68,0.69,0.78,0.62,0.69,0.89,0.7,0.4,0.47,0.53,0.01,0,0.15,0.67,0.8,0.8,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.37,0.38,?,?,?,?,0,?,0.05 +29,?,?,Springfieldcity,10,0.21,0.33,0.05,0.94,0.05,0.02,0.59,0.64,0.57,0.48,0.22,1,0.16,0.5,0.33,0.46,0.53,0.34,0.41,0.2,0.23,0.22,0.19,0.18,0.25,0.22,0.29,0.21,0.47,0.3,0.39,0.32,0.34,0.44,0.31,0.51,0.42,0.34,0.61,0.5,0.6,0.63,0.33,0.57,0.6,0.63,0.58,0.56,0.57,0.03,0.13,0.01,0.5,0.53,0.54,0.55,0.05,0.05,0.05,0.04,0.96,0.04,0.13,0.11,0.28,0.3,0.29,0.45,0.1,0.59,0,0.27,0.67,0.45,0.16,0.31,0.56,0.37,0.18,0.08,0.08,0.09,0.18,0.19,0.2,0.18,0.49,0.2,0.22,0.19,0.01,0.04,0.66,0.38,0.5,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.2,0.17,0.05,?,?,?,?,0,?,0.18 +34,31,60090,PomptonLakesborough,10,0,0.45,0.01,0.96,0.09,0.05,0.3,0.41,0.23,0.45,0.02,1,0.61,0.73,0.21,0.67,0.47,0.16,0.57,0.59,0.49,0.47,0.32,0,0.62,0.42,0.59,0,0.04,0.24,0.34,0.37,0.18,0.66,0.54,0.3,0.4,0.48,0.31,0.37,0.37,0.36,0.51,0.78,0.8,0.9,0.75,0.45,0.49,0,0.07,0.01,0.26,0.24,0.22,0.28,0.14,0.12,0.1,0.11,0.8,0.09,0.22,0.22,0.5,0.57,0.25,0.77,0.04,0.42,0.5,0,0.91,0.71,0.06,0.65,0.38,0.01,0,0.5,0.46,0.4,0.68,0.7,0.8,0.73,0.66,0.67,0.65,0,0,0.23,0.72,0.77,0.79,0.87,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.3,0.18,?,?,?,?,0,?,0.02 +1,?,?,Hoovercity,10,0.05,0.35,0.06,0.93,0.07,0.01,0.33,0.46,0.26,0.31,0.06,1,0.55,0.78,0.28,0.72,0.29,0.04,0.4,0.58,0.58,0.57,0.41,0.05,0.36,0.42,0.83,0.01,0.07,0.03,0.07,0.75,0.09,0.7,0.16,0.55,0.07,0.78,0.31,0.27,0.44,0.4,0.38,0.82,0.86,0.89,0.79,0.59,0.56,0,0.04,0.01,0.18,0.29,0.34,0.4,0.03,0.04,0.05,0.05,0.94,0.04,0.08,0.09,0.38,0.52,0.21,0.6,0.03,0.4,0.5,0.05,0.78,0.52,0.04,0.19,0.77,0.02,0.04,0.26,0.26,0.26,0.38,0.35,0.37,0.37,0.1,0.18,0.18,0,0,0.07,0.58,0.4,0.45,0.5,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.14,0,?,?,?,?,0,?,0.09 +6,?,?,Irvinecity,10,0.16,0.48,0.04,0.67,1,0.11,0.53,0.59,0.44,0.15,0.17,1,0.74,0.81,0.17,0.66,0.13,0.1,0.15,0.75,0.69,0.76,0.39,0.28,0.38,0.39,0.62,0.06,0.16,0.04,0.05,0.87,0.16,0.73,0.38,0.55,0.08,0.83,0.37,0.54,0.55,0.49,0.49,0.75,0.8,0.85,0.65,0.4,0.44,0.01,0.08,0.16,0.37,0.45,0.55,0.6,0.58,0.62,0.69,0.69,0.56,0.22,0.18,0.17,0.51,0.53,0.47,0.55,0.22,0.53,0.5,0.1,0.83,0.55,0.01,0.14,0.85,0.01,0.09,0.76,0.81,0.83,1,0.96,1,0.91,0.66,0.79,0.31,0.01,0,0.66,0.35,0.26,0.4,0.45,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.22,0.03,?,?,?,?,0,?,0.05 +49,?,?,Clearfieldcity,10,0.02,0.87,0.09,0.79,0.25,0.15,0.7,0.69,0.51,0.15,0.03,1,0.25,0.75,0.44,0.39,0.21,0.29,0.57,0.22,0.12,0.12,0.15,0.03,0.15,0.2,0.24,0.03,0.46,0.12,0.21,0.18,0.4,0.48,0.4,0.15,0.53,0.28,0.42,0.51,0.48,0.46,0.85,0.7,0.71,0.71,0.62,0.45,0.46,0.01,0.21,0.01,0.6,0.57,0.59,0.69,0.19,0.16,0.15,0.16,0.82,0.1,0.71,0.72,0.81,0.84,0.76,0.44,0.3,0.42,0.5,0.02,0.8,0.44,0.11,0.35,0.69,0.31,0.11,0.13,0.1,0.08,0.22,0.24,0.28,0.23,0.26,0.51,0.25,0,0,0.13,0.48,0.36,0.26,0.12,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.24,0.04,?,?,?,?,0,?,0.07 +48,?,?,Andrewscity,10,0,0.61,0.05,0.6,0.07,0.63,0.52,0.51,0.3,0.33,0,0,0.24,0.6,0.62,0.3,0.44,0.29,0.42,0.23,0.18,0.21,0.28,0.2,0.17,0.18,0.2,0.01,0.42,0.63,0.68,0.14,0.45,0.39,0.22,0.34,0.64,0.31,0.36,0.22,0.4,0.39,0.68,0.77,0.73,0.74,0.74,0.31,0.2,0,0.09,0.01,0.18,0.2,0.31,0.52,0.16,0.15,0.22,0.33,0.45,0.44,0.48,0.49,0.66,0.63,0.66,0.69,0.44,0.42,0.5,0.02,0.55,0.7,0.14,0.77,0.52,0.66,0.7,0.04,0.03,0.04,0.13,0.15,0.17,0.15,0.18,0.18,0.21,0,0,0.37,0.68,0.51,0.74,0.86,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.19,0,?,?,?,?,0,?,0.07 +12,?,?,DeLandcity,10,0.01,0.34,0.43,0.64,0.02,0.07,0.53,0.52,0.46,0.8,0,0,0.14,0.16,0.39,0.46,0.86,0.29,0.76,0.17,0.19,0.22,0.15,0.1,0.15,0.24,0.26,0.03,0.54,0.3,0.47,0.29,0.48,0.15,0.25,0.67,0.47,0.45,0.61,0.53,0.61,0.64,0.34,0.23,0.24,0.27,0.28,0.68,0.57,0.02,0.51,0,0.34,0.34,0.33,0.36,0.1,0.09,0.08,0.08,0.9,0.09,0.29,0.21,0.24,0.23,0.29,0.4,0.16,0.72,0,0.05,0.44,0.42,0.09,0.51,0.58,0.67,0.36,0.08,0.07,0.08,0.22,0.26,0.28,0.25,0.6,0.48,0.24,0.01,0,0.12,0.31,0.35,0.48,0.51,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.14,0.02,?,?,?,?,0,?,0.81 +34,27,29550,Hanovertownship,10,0,0.64,0.02,0.89,0.38,0.04,0.39,0.39,0.29,0.46,0.02,1,0.81,0.74,0.2,0.87,0.51,0.11,0.62,0.74,0.6,0.59,0.61,0.64,0.41,1,0.63,0,0.02,0.21,0.25,0.56,0.13,0.63,0.41,0.4,0.18,0.61,0.13,0.42,0.13,0.13,0.62,0.92,0.94,0.94,0.91,0.13,0.29,0,0.01,0.01,0.13,0.21,0.26,0.31,0.11,0.15,0.17,0.19,0.73,0.1,0.24,0.28,0.7,0.68,0.56,0.93,0.03,0.09,0.5,0,0.94,0.92,0.58,0.88,0.42,0.03,0,0.64,0.63,0.61,0.77,0.86,1,0.98,0.16,0.39,0.35,0,0,0.34,0.69,0.88,0.76,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0.06,?,?,?,?,0,?,0.04 +38,17,84780,WestFargocity,10,0,0.5,0,0.98,0.01,0.01,0.49,0.54,0.31,0.15,0.02,1,0.3,0.81,0.58,0.42,0.26,0.17,0.16,0.29,0.21,0.2,0.02,0.15,0.02,0.31,0.43,0.01,0.19,0.25,0.23,0.23,0.22,0.86,0.24,0.34,0.42,0.25,0.38,0.38,0.47,0.44,0.6,0.73,0.8,0.88,0.7,0.94,1,0,0.1,0,0,0,0,0.08,0,0,0,0,0.95,0.02,0.15,0.16,0.55,0.73,0.27,0.66,0.1,0.44,0.5,0.01,0.9,0.57,0.11,0.29,0.71,0.12,0.09,0.13,0.11,0.1,0.2,0.22,0.2,0.18,0.32,0.46,0.36,0,0,0.02,0.67,0.54,0.7,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.14,0,?,?,?,?,0,?,0.02 +25,27,26430,Graftontown,10,0,0.47,0.03,0.96,0.07,0.02,0.41,0.5,0.32,0.38,0.02,0.73,0.51,0.7,0.2,0.52,0.45,0.18,0.5,0.49,0.42,0.41,0.19,0.05,0.33,0.48,0.23,0.01,0.12,0.22,0.29,0.39,0.38,0.6,0.59,0.43,0.32,0.5,0.31,0.42,0.33,0.33,0.47,0.81,0.8,0.85,0.79,0.48,0.64,0,0.15,0,0.27,0.28,0.29,0.32,0.09,0.09,0.08,0.08,0.9,0.03,0.17,0.17,0.48,0.57,0.28,0.69,0.04,0.41,0.5,0.01,0.83,0.63,0,0.49,0.5,0.04,0.08,0.41,0.38,0.37,0.37,0.45,0.52,0.46,0.26,0.53,0.51,0,0,0.14,0.82,0.71,0.79,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.05,0.02,?,?,?,?,0,?,0.15 +34,31,57000,Patersoncity,10,0.21,0.73,0.7,0.1,0.09,0.76,0.52,0.6,0.41,0.29,0.22,1,0.25,0.58,0.14,0.23,0.42,0.64,0.29,0.24,0.18,0.23,0.26,0.15,0.25,0.25,0.3,0.23,0.49,0.78,0.8,0.12,0.76,0.46,0.69,0.29,0.87,0.15,0.54,0.71,0.61,0.6,0.84,0.24,0.21,0.38,0.23,0.51,0.49,0.34,1,0.24,0.39,0.5,0.58,0.64,0.69,0.77,0.81,0.82,0.13,0.93,0.82,0.76,0.76,0.84,0.74,0.15,0.66,0.73,0,0.12,0.83,0.16,0.44,0.47,0.19,0.68,0.67,0.3,0.34,0.32,0.34,0.39,0.45,0.41,0.61,0.64,1,0.15,0.22,0.75,0.45,0.59,0.8,0.7,0.06,0.24,0.93,0.29,0.05,0.15,0.19,0.24,0.31,0.57,0.38,0.31,0.05,0.47,0.13,0.71,0.18,0.02,1,0.59,0.1,0.04,0.75,0,1,0.13,0.65 +13,?,?,Brunswickcity,10,0.01,0.45,1,0.1,0.02,0.01,0.44,0.47,0.31,0.51,0.03,1,0.1,0.41,0.15,0.2,0.67,0.79,0.58,0.11,0.13,0.25,0.16,0.29,0.2,0.46,0.49,0.04,0.7,0.52,0.66,0.15,0.63,0.3,0.29,0.25,0.44,0.21,0.87,0.47,0.88,0.92,0.51,0.05,0.03,0,0.17,0.62,0.57,0.03,0.81,0,0.17,0.12,0.1,0.17,0.01,0.01,0.01,0.01,0.96,0.01,0.41,0.35,0.45,0.4,0.52,0.33,0.29,0.53,0.5,0.04,0.55,0.37,0.53,0.59,0.38,0.74,0.22,0.05,0.05,0.05,0.02,0.11,0.14,0.15,0.68,0.37,0.58,0,0,0.03,0.85,0.55,0.73,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.08,0.01,?,?,?,?,0,?,0.86 +40,?,?,Sapulpacity,10,0.01,0.41,0.1,0.8,0.02,0.02,0.42,0.42,0.27,0.51,0,0,0.2,0.39,0.26,0.36,0.59,0.27,0.41,0.23,0.23,0.24,0.14,0.14,0,0.28,0.3,0.02,0.31,0.38,0.51,0.18,0.34,0.4,0.41,0.37,0.54,0.31,0.55,0.21,0.56,0.58,0.42,0.63,0.62,0.67,0.69,0.44,0.43,0.01,0.16,0,0.11,0.08,0.54,0.51,0.01,0,0.03,0.02,0.97,0.02,0.17,0.17,0.43,0.4,0.49,0.65,0.11,0.46,0.5,0.03,0.64,0.67,0.4,0.72,0.5,0.48,0.2,0.06,0.06,0.08,0.13,0.15,0.15,0.17,0.52,0.47,0.39,0,0,0.02,0.73,0.6,0.69,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.08,0,?,?,?,?,0,?,0.12 +40,?,?,OklahomaCitycity,10,0.7,0.35,0.31,0.62,0.14,0.09,0.38,0.49,0.3,0.37,0.69,0.99,0.23,0.57,0.41,0.4,0.4,0.31,0.44,0.26,0.29,0.33,0.21,0.16,0.25,0.2,0.26,0.63,0.42,0.24,0.37,0.34,0.45,0.52,0.25,0.39,0.37,0.4,0.76,0.37,0.75,0.78,0.44,0.51,0.51,0.54,0.52,0.56,0.56,0.34,0.36,0.13,0.35,0.42,0.5,0.63,0.1,0.11,0.12,0.14,0.88,0.09,0.24,0.21,0.37,0.39,0.36,0.51,0.19,0.57,0,1,0.32,0.51,0.84,0.64,0.58,0.46,0.4,0.07,0.09,0.1,0.18,0.2,0.22,0.21,0.42,0.41,0.33,0.59,0.54,0.12,0.63,0.46,0.65,0.7,0.18,0.17,0.82,0.2,0.24,0.19,0.37,0.17,0.65,0.82,0.19,0.03,0.09,0.16,0.11,0.86,0.09,1,0.06,0.05,0.68,0.15,0.7,0.5,0.36,0.12,0.57 +9,3,22630,EastHartfordtown,10,0.06,0.35,0.16,0.8,0.13,0.11,0.29,0.48,0.29,0.52,0.08,1,0.41,0.59,0.15,0.53,0.54,0.26,0.61,0.43,0.39,0.4,0.33,0.24,0.28,0.3,0.41,0.02,0.13,0.34,0.45,0.2,0.31,0.6,0.46,0.19,0.41,0.31,0.56,0.51,0.54,0.56,0.38,0.54,0.56,0.57,0.51,0.69,0.69,0.03,0.26,0.04,0.21,0.31,0.35,0.36,0.16,0.21,0.21,0.2,0.69,0.13,0.14,0.13,0.36,0.43,0.3,0.54,0.09,0.57,0,0.05,0.84,0.51,0.16,0.29,0.4,0.12,0.22,0.4,0.36,0.33,0.41,0.47,0.52,0.47,0.44,0.49,0.46,0.12,0,0.32,0.61,0.66,0.83,0.76,0.01,0.21,0.98,0.25,0.02,0.15,0.24,0.21,0.83,0.9,0.07,0.07,0,0.1,0.03,0.57,0.16,0.05,0.23,0.33,0.02,0.02,0.79,0,0.65,0.2,0.16 +18,?,?,Andersoncity,10,0.08,0.33,0.28,0.77,0.02,0.01,0.47,0.51,0.38,0.53,0.09,1,0.19,0.4,0.22,0.39,0.6,0.42,0.73,0.22,0.24,0.24,0.26,0.11,0.2,0.23,0.22,0.09,0.47,0.34,0.5,0.18,0.53,0.39,0.63,0.36,0.65,0.23,0.73,0.38,0.7,0.74,0.37,0.39,0.41,0.44,0.34,0.56,0.62,0.05,0.38,0,0.31,0.4,0.4,0.4,0.02,0.02,0.02,0.02,0.97,0.02,0.18,0.16,0.32,0.32,0.35,0.56,0.09,0.62,0,0.11,0.69,0.56,0.49,0.72,0.31,0.5,0.28,0.04,0.03,0.04,0.13,0.16,0.17,0.18,0.49,0.06,0.29,0.01,0,0.02,0.77,0.59,0.79,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.13,0.04,?,?,?,?,0,?,0.18 +28,?,?,Gulfportcity,10,0.05,0.4,0.56,0.54,0.05,0.03,0.42,0.5,0.33,0.47,0.06,1,0.16,0.41,0.15,0.31,0.53,0.44,0.59,0.17,0.21,0.27,0.17,0.32,0.15,0.17,0.25,0.07,0.54,0.3,0.43,0.28,0.5,0.34,0.23,0.49,0.43,0.41,0.85,0.43,0.76,0.83,0.44,0.35,0.35,0.46,0.36,0.52,0.5,0.04,0.45,0.01,0.22,0.27,0.4,0.43,0.03,0.03,0.05,0.05,0.94,0.03,0.25,0.22,0.37,0.37,0.4,0.46,0.18,0.55,0,0.13,0.43,0.47,0.25,0.44,0.54,0.51,0.17,0.08,0.08,0.09,0.16,0.19,0.2,0.19,0.47,0.47,0.32,0.04,0,0.06,0.61,0.52,0.66,0.53,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.15,0.01,?,?,?,?,0,?,0.16 +13,?,?,Thomasvillecity,10,0.01,0.41,1,0.19,0.01,0.01,0.43,0.42,0.25,0.54,0,0,0.14,0.42,0.12,0.24,0.64,0.73,0.44,0.17,0.21,0.39,0.16,0.55,0.25,0.21,0.22,0.04,0.69,0.55,0.61,0.29,0.41,0.37,0.47,0.71,0.55,0.4,0.63,0.38,0.71,0.72,0.49,0.24,0.22,0.11,0.14,0.52,0.52,0.03,0.58,0,0,0.13,0.19,0.35,0,0.01,0.01,0.02,0.96,0.02,0.29,0.26,0.44,0.41,0.49,0.49,0.24,0.46,0.5,0.04,0.61,0.52,0.12,0.67,0.52,0.68,0.26,0.05,0.05,0.08,0.08,0.13,0.15,0.17,0.53,0.48,0.61,0,0,0.02,0.79,0.5,0.72,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.1,0,?,?,?,?,0,?,0.24 +22,?,?,BossierCitycity,10,0.07,0.5,0.35,0.69,0.09,0.05,0.47,0.57,0.37,0.27,0.08,1,0.24,0.64,0.24,0.36,0.34,0.27,0.62,0.23,0.21,0.25,0.14,0.22,0.15,0.21,0.27,0.07,0.42,0.19,0.31,0.24,0.46,0.54,0.21,0.42,0.31,0.35,0.55,0.35,0.61,0.61,0.51,0.57,0.55,0.51,0.54,0.53,0.56,0.04,0.38,0.01,0.14,0.21,0.27,0.3,0.02,0.03,0.04,0.04,0.93,0.02,0.2,0.21,0.5,0.48,0.53,0.46,0.2,0.47,0.5,0.15,0.46,0.48,1,0.53,0.6,0.34,0.33,0.1,0.1,0.1,0.17,0.21,0.25,0.23,0.51,0.38,0.26,0.01,0,0.07,0.49,0.43,0.42,0.44,0.01,0.2,0.98,0.21,0.02,0.13,0.21,0.2,0.79,0.81,0.24,0.02,0.16,0.19,0.02,0.43,0.1,0.11,0.12,0.02,0.12,0.01,0.46,0.5,0.52,0.08,0.44 +34,23,19000,EastBrunswicktownship,10,0.05,0.58,0.04,0.82,0.56,0.05,0.39,0.44,0.28,0.27,0.07,1,0.78,0.78,0.15,0.74,0.33,0.11,0.44,0.74,0.66,0.66,0.58,0.35,0.43,0.48,0.78,0.01,0.04,0.14,0.18,0.67,0.2,0.68,0.38,0.54,0.2,0.72,0.16,0.38,0.21,0.19,0.58,0.92,0.91,0.94,0.8,0.39,0.5,0,0.05,0.04,0.28,0.34,0.42,0.44,0.27,0.29,0.32,0.32,0.69,0.13,0.21,0.23,0.64,0.66,0.37,0.87,0.07,0.32,0.5,0.02,0.9,0.84,0.08,0.46,0.6,0.01,0.24,0.47,0.49,0.5,0.77,0.68,0.84,0.67,0.47,0.53,0.56,0,0,0.41,0.45,0.72,0.66,0.57,0.01,0.19,0.98,0.23,0.01,0.08,0.13,0.19,0.4,0.51,0.04,0.04,0,0.06,0.01,0.64,0,0.06,0.16,0.56,0.04,0.01,0.77,0,0.23,0.14,0.06 +34,15,17710,Deptfordtownship,10,0.02,0.53,0.2,0.82,0.07,0.03,0.37,0.49,0.3,0.4,0.04,0.96,0.44,0.67,0.13,0.43,0.47,0.2,0.61,0.43,0.33,0.32,0.35,0.16,0.33,0.25,0.52,0.01,0.12,0.27,0.46,0.19,0.29,0.56,0.39,0.29,0.48,0.27,0.45,0.44,0.38,0.42,0.57,0.69,0.67,0.84,0.67,0.32,0.36,0.01,0.17,0,0.15,0.22,0.2,0.21,0.02,0.03,0.03,0.03,0.93,0.03,0.31,0.31,0.55,0.6,0.33,0.8,0.08,0.36,0.5,0.02,0.88,0.75,0.31,0.24,0.54,0.06,0.13,0.21,0.19,0.17,0.42,0.38,0.43,0.43,0.44,0.46,0.54,0,0,0.07,0.49,0.76,0.69,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.11,0.18,?,?,?,?,0,?,0.16 +48,?,?,Pearlandcity,10,0.01,0.54,0.03,0.87,0.09,0.23,0.42,0.44,0.26,0.23,0.03,1,0.51,0.84,0.4,0.51,0.25,0.07,0.24,0.5,0.42,0.42,0.38,0.29,0.45,0.29,0.41,0.01,0.11,0.18,0.24,0.35,0.14,0.73,0.4,0.36,0.23,0.48,0.43,0.25,0.46,0.47,0.51,0.75,0.77,0.86,0.66,0.51,0.62,0,0.12,0,0.4,0.39,0.37,0.52,0.1,0.08,0.07,0.09,0.82,0.1,0.17,0.19,0.58,0.63,0.45,0.68,0.18,0.29,0.5,0.01,0.89,0.65,0.19,0.66,0.77,0.14,0.31,0.16,0.15,0.15,0.32,0.3,0.33,0.34,0.3,0.42,0.17,0,0,0.1,0.71,0.51,0.49,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.08,0.04,?,?,?,?,0,?,0.08 +34,13,51000,Newarkcity,10,0.43,0.62,1,0,0.07,0.48,0.54,0.62,0.42,0.28,0.44,1,0.17,0.39,0.1,0.14,0.43,1,0.27,0.18,0.14,0.2,0.23,0.14,0.27,0.22,0.28,0.64,0.7,0.76,0.87,0.12,1,0.28,0.47,0.38,0.79,0.16,0.64,0.84,0.68,0.69,0.78,0,0,0.05,0,0.36,0.29,0.97,1,0.34,0.4,0.51,0.56,0.62,0.52,0.58,0.58,0.59,0.36,0.71,0.75,0.64,0.63,0.86,0.6,0.02,0.63,0.79,0,0.58,0.56,0.02,0.84,0.54,0.21,0.9,1,0.22,0.25,0.27,0.23,0.32,0.38,0.31,0.52,0.65,0.71,1,1,0.55,0.49,0.63,0.83,0.74,0.02,0.03,0.97,0.04,0.02,0.02,0.17,0.03,0,0.78,0.29,0.07,0,0.25,0,0.29,0.66,0.07,0.97,1,0.02,0.03,0.8,0,0,0.05,1 +48,?,?,PortNechescity,10,0,0.43,0.01,0.97,0.06,0.06,0.39,0.42,0.26,0.36,0.02,1,0.4,0.56,0.3,0.57,0.46,0.15,0.42,0.4,0.34,0.33,0.4,0.15,0.41,1,0.44,0.01,0.19,0.16,0.25,0.28,0.35,0.45,0.59,0.47,0.39,0.4,0.45,0.22,0.38,0.42,0.44,0.79,0.82,0.91,0.77,0.37,0.44,0,0.04,0,0,0.22,0.18,0.15,0,0.02,0.02,0.01,0.9,0.04,0.15,0.16,0.47,0.47,0.45,0.73,0.13,0.41,0.5,0.01,0.78,0.73,0.15,0.72,0.52,0.2,0,0.07,0.08,0.1,0.21,0.2,0.19,0.24,0.27,0.08,0.17,0,0,0.05,0.75,0.73,0.88,0.91,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.12,0.02,?,?,?,?,0,?,0.14 +51,730,61832,Petersburgcity,10,0.05,0.42,1,0,0.04,0.02,0.36,0.49,0.34,0.49,0.06,1,0.16,0.45,0.18,0.19,0.6,0.6,0.76,0.2,0.18,0.33,0.23,0.12,0.29,0.21,0.29,0.07,0.54,0.6,0.67,0.2,0.55,0.33,0.34,0.58,0.61,0.23,0.79,0.66,0.73,0.79,0.47,0.06,0.03,0.1,0.24,0.58,0.66,0.09,1,0,0.29,0.36,0.3,0.31,0.04,0.04,0.03,0.03,0.94,0.04,0.34,0.28,0.38,0.39,0.41,0.38,0.2,0.58,0,0.08,0.63,0.39,0.83,0.59,0.48,0.85,0.36,0.08,0.08,0.08,0.1,0.17,0.2,0.21,0.57,0.46,0.36,0.01,0.02,0.05,0.77,0.57,0.65,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.14,0.2,?,?,?,?,0,?,0.55 +28,?,?,OceanSpringscity,10,0.01,0.44,0.12,0.87,0.15,0.03,0.45,0.43,0.25,0.33,0.02,1,0.32,0.57,0.26,0.44,0.42,0.21,0.76,0.34,0.3,0.3,0.29,0.06,0.1,0.13,0.44,0.01,0.26,0.17,0.27,0.41,0.43,0.49,0.45,0.48,0.25,0.46,0.52,0.27,0.52,0.54,0.51,0.69,0.68,0.78,0.52,0.56,0.59,0,0.06,0,0.03,0.05,0.32,0.48,0.01,0.01,0.06,0.09,0.91,0.07,0.21,0.21,0.47,0.53,0.37,0.64,0.1,0.31,0.5,0.02,0.71,0.6,0.14,0.32,0.69,0.22,0.25,0.11,0.11,0.12,0.23,0.24,0.25,0.24,0.28,0.32,0.36,0,0,0.1,0.43,0.53,0.55,0.47,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.13,0,?,?,?,?,0,?,0.13 +12,?,?,Naplescity,10,0.02,0.09,0.11,0.91,0.01,0.04,0.06,0.06,0.04,1,0.03,1,0.52,0,0.35,0.85,1,0.11,0.95,0.66,1,1,0.32,0.35,0.52,0.37,0.4,0.01,0.15,0.11,0.17,0.62,0.13,0.04,0.09,0.41,0.12,0.63,0.42,0.09,0.36,0.4,0,0.56,0.55,0.59,0.5,0.61,0.43,0,0.07,0.01,0.26,0.28,0.34,0.34,0.11,0.1,0.11,0.11,0.9,0.07,0.03,0.03,0.1,0.08,0.16,0.75,0.06,0.64,0,0.29,0,0.76,0.01,0.31,0.71,0.13,0.04,0.49,0.68,1,0.29,0.41,0.56,0.43,0.49,0.54,0.31,0,0.02,0.17,0,0.59,0.53,0.31,0.1,1,0.93,1,0.09,1,0.24,1,0.9,0.85,0.05,0.17,0.04,0.15,0.11,0.29,0.14,0.03,0.15,0.01,0.44,0.08,0.13,1,0.61,1,0.22 +51,840,86720,Winchestercity,10,0.02,0.32,0.2,0.83,0.06,0.02,0.38,0.52,0.37,0.5,0,0,0.24,0.54,0.3,0.42,0.49,0.26,0.42,0.27,0.31,0.32,0.22,0.26,0.3,0.19,0.25,0.02,0.29,0.51,0.54,0.29,0.27,0.56,0.46,0.34,0.54,0.38,0.72,0.44,0.64,0.7,0.36,0.55,0.55,0.5,0.57,0.76,0.8,0.01,0.32,0,0.3,0.54,0.59,0.57,0.05,0.08,0.08,0.07,0.95,0.02,0.14,0.12,0.29,0.33,0.32,0.31,0.11,0.52,0.5,0.04,0.71,0.32,0.18,0.27,0.42,0.58,0.57,0.18,0.19,0.22,0.27,0.28,0.31,0.29,0.37,0.32,0.36,0,0,0.07,0.57,0.44,0.36,0.47,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.2,0.04,?,?,?,?,0,?,0.29 +38,35,32060,GrandForkscity,10,0.06,0.45,0.02,0.94,0.06,0.02,0.7,0.81,0.72,0.26,0.08,1,0.23,0.69,0.75,0.52,0.3,0.21,0.24,0.27,0.23,0.22,0.28,0.11,0.23,0.17,0.23,0.06,0.38,0.25,0.23,0.47,0.29,0.61,0.11,0.74,0.31,0.49,0.3,0.75,0.35,0.33,0.45,0.64,0.72,0.7,0.64,0.78,0.75,0.01,0.16,0.01,0.79,0.75,0.69,0.65,0.13,0.1,0.09,0.08,0.92,0.02,0.16,0.14,0.36,0.55,0.23,0.44,0.09,0.63,0,0.05,0.8,0.36,0.06,0.24,0.6,0.17,0.26,0.13,0.11,0.11,0.2,0.24,0.26,0.22,0.48,0.41,0.28,0.04,0,0.06,0.64,0.36,0.42,0.44,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.29,0.05,?,?,?,?,0,?,0.05 +48,?,?,Rockwallcity,10,0,0.46,0.07,0.91,0.04,0.08,0.4,0.42,0.25,0.28,0.02,1,0.54,0.74,0.53,0.58,0.29,0.07,0.38,0.55,0.53,0.54,0.15,0.24,0.04,0.25,0.33,0.01,0.19,0.2,0.22,0.6,0.25,0.62,0.36,0.43,0.14,0.72,0.39,0.23,0.4,0.41,0.44,0.8,0.8,0.86,0.81,0.35,0.4,0,0.06,0,0.03,0.2,0.37,0.51,0.01,0.03,0.06,0.07,0.91,0.06,0.15,0.16,0.48,0.5,0.43,0.64,0.14,0.38,0.5,0.02,0.55,0.63,0.1,0.6,0.85,0.27,0.09,0.23,0.28,0.29,0.36,0.39,0.5,0.43,0.38,0.6,0.33,0,0,0.08,0.56,0.33,0.19,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.06,0.03,?,?,?,?,0,?,0.16 +54,?,?,Parkersburgcity,10,0.04,0.28,0.03,0.97,0.02,0,0.35,0.39,0.26,0.65,0.05,1,0.15,0.23,0.14,0.39,0.73,0.45,0.67,0.19,0.21,0.2,0.23,0.09,0.35,0,0.62,0.06,0.5,0.47,0.54,0.19,0.52,0.26,0.44,0.43,0.52,0.33,0.6,0.31,0.61,0.64,0.33,0.48,0.51,0.5,0.59,0.33,0.37,0.02,0.21,0,0.29,0.25,0.22,0.19,0.02,0.01,0.01,0.01,0.98,0.03,0.13,0.12,0.29,0.31,0.29,0.56,0.04,0.53,0.5,0.1,0.52,0.55,0.26,0.7,0.25,0.56,0.18,0.05,0.05,0.06,0.12,0.15,0.14,0.17,0.53,0.14,0.44,0,0,0.02,0.85,0.62,0.81,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.25,0.05,?,?,?,?,0,?,0.09 +47,?,?,Greenevilletown,10,0.01,0.32,0.12,0.9,0.01,0,0.37,0.39,0.26,0.64,0,0,0.14,0.39,1,0.42,0.71,0.54,0.47,0.19,0.21,0.21,0.19,0.03,0.3,0.01,0.27,0.02,0.43,0.76,0.67,0.26,0.6,0.32,0.73,0.4,0.61,0.41,0.65,0.29,0.68,0.7,0.29,0.46,0.47,0.66,0.5,0.55,0.68,0.01,0.16,0,0.12,0.09,0.07,0.12,0,0,0,0,0.98,0.04,0.07,0.08,0.29,0.29,0.31,0.55,0.06,0.53,0.5,0.02,0.68,0.56,0.1,0.48,0.5,0.63,0.3,0.06,0.06,0.08,0.04,0.1,0.1,0.09,0.4,0.2,0.31,0,0,0.01,0.79,0.61,0.81,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.1,0.01,?,?,?,?,0,?,0.17 +54,?,?,Morgantowncity,10,0.03,0.46,0.07,0.88,0.25,0.02,1,1,1,0.35,0,0,0.11,0.55,0.24,0.52,0.4,0.1,0.48,0.3,0.18,0.18,0.17,0.18,0.21,0.09,0.23,0.06,0.82,0.21,0.24,0.72,0.52,0.17,0.11,1,0.15,0.69,0.16,1,0.17,0.17,0.3,0.7,0.73,0.83,0.55,0.34,0.51,0,0.11,0.01,1,1,0.93,0.87,0.47,0.36,0.3,0.25,0.88,0.06,0.08,0.08,0.24,0.32,0.24,0.32,0.06,0.55,0,0.04,0.68,0.3,0.09,0.49,0.27,0.22,0.08,0.13,0.13,0.14,0.2,0.22,0.29,0.2,1,0.15,0.22,0.04,0,0.16,0.46,0.28,0.09,0.05,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.28,0.14,?,?,?,?,0,?,0.15 +29,?,?,CapeGirardeaucity,10,0.04,0.39,0.16,0.85,0.08,0.01,0.64,0.68,0.64,0.45,0,0,0.18,0.51,0.41,0.48,0.5,0.27,0.45,0.26,0.24,0.25,0.17,0.16,0.25,0.2,0.24,0.05,0.47,0.39,0.39,0.39,0.4,0.45,0.27,0.63,0.34,0.41,0.41,0.57,0.41,0.43,0.37,0.62,0.61,0.57,0.65,0.65,0.65,0.02,0.28,0,1,0.94,0.85,0.78,0.14,0.1,0.09,0.07,0.94,0.04,0.15,0.13,0.31,0.4,0.23,0.52,0.07,0.56,0,0.06,0.67,0.48,0.16,0.34,0.52,0.41,0.41,0.09,0.1,0.11,0.14,0.16,0.16,0.17,0.61,0.19,0.42,0,0,0.05,0.75,0.46,0.47,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.12,0.01,?,?,?,?,0,?,0.14 +55,101,66000,Racinecity,10,0.12,0.44,0.36,0.64,0.03,0.15,0.39,0.48,0.28,0.41,0.13,1,0.25,0.48,0.12,0.5,0.54,0.57,0.6,0.27,0.23,0.27,0.17,0.13,0.24,0.2,0.23,0.12,0.42,0.35,0.48,0.22,0.49,0.47,0.8,0.34,0.63,0.3,0.55,0.46,0.59,0.6,0.52,0.37,0.4,0.34,0.38,0.58,0.58,0.11,0.59,0.02,0.18,0.25,0.26,0.26,0.05,0.06,0.05,0.05,0.86,0.09,0.3,0.27,0.47,0.49,0.44,0.52,0.15,0.52,0.5,0.07,0.85,0.51,0.48,0.48,0.13,0.31,0.17,0.1,0.08,0.07,0.22,0.23,0.23,0.24,0.54,0.26,0.42,0.01,0.01,0.11,0.74,0.63,0.86,0.79,0.03,0.22,0.96,0.26,0.05,0.21,0.32,0.22,0.71,0.83,0.2,0.07,0,0.18,0.04,0.43,0.26,0.04,0.46,0.19,0.03,0.03,0.69,0.5,0.61,0.19,0.34 +21,?,?,Frankfortcity,10,0.03,0.28,0.23,0.81,0.03,0.01,0.4,0.48,0.34,0.46,0,0,0.23,0.53,0.57,0.46,0.51,0.25,0.61,0.26,0.27,0.29,0.19,0.16,0.37,0.15,0.34,0.03,0.34,0.36,0.39,0.36,0.3,0.55,0.27,0.34,0.33,0.52,0.73,0.38,0.79,0.8,0.33,0.47,0.49,0.5,0.42,0.77,0.77,0.02,0.3,0,0.37,0.27,0.36,0.3,0.03,0.02,0.02,0.02,0.97,0.02,0.08,0.08,0.27,0.32,0.25,0.45,0.08,0.61,0,0.04,0.72,0.43,0.19,0.33,0.52,0.56,0.14,0.11,0.1,0.1,0.17,0.2,0.19,0.19,0.33,0.13,0.21,0,0,0.03,0.85,0.5,0.66,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.15,0.03,?,?,?,?,0,?,0.27 +4,?,?,Peoriacity,10,0.07,0.5,0.04,0.8,0.09,0.29,0.29,0.38,0.15,0.47,0.08,1,0.37,0.5,0.19,0.5,0.52,0.19,0.65,0.36,0.31,0.32,0.31,0.22,0.23,0.24,0.33,0.04,0.2,0.19,0.27,0.26,0.26,0.46,0.26,0.35,0.29,0.38,0.37,0.14,0.38,0.39,0.5,0.78,0.77,0.8,0.7,0.52,0.52,0.02,0.15,0.01,0.2,0.21,0.29,0.36,0.06,0.05,0.07,0.08,0.76,0.12,0.29,0.29,0.53,0.51,0.5,0.82,0.2,0.53,0.5,0.2,0.27,0.82,0.11,0.55,0.96,0.13,0.06,0.19,0.18,0.16,0.4,0.43,0.65,0.49,0.9,0.71,0.25,0,0.01,0.12,0.26,0.2,0.57,0.32,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.18,0.07,0.03,?,?,?,?,0,?,0.17 +37,?,?,RoanokeRapidscity,10,0.01,0.35,0.34,0.72,0.04,0.01,0.41,0.44,0.27,0.5,0,0,0.18,0.42,0.41,0.35,0.56,0.51,0.53,0.2,0.22,0.26,0.14,0.25,0.5,0.16,0.46,0.03,0.49,0.47,0.6,0.17,0.44,0.43,0.52,0.28,0.53,0.3,0.5,0.32,0.56,0.56,0.41,0.46,0.45,0.36,0.53,0.53,0.6,0.01,0.29,0,0,0.18,0.23,0.32,0,0.01,0.01,0.01,0.97,0.03,0.14,0.14,0.38,0.38,0.4,0.54,0.11,0.49,0.5,0.02,0.76,0.54,0.05,0.53,0.48,0.52,0.74,0.07,0.07,0.09,0.08,0.13,0.13,0.15,0.38,0.18,0.54,0.02,0,0.02,0.78,0.56,0.74,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.17,0.01,?,?,?,?,0,?,0.26 +46,29,69300,Watertowncity,10,0.01,0.36,0,0.98,0.02,0,0.42,0.45,0.29,0.53,0,0,0.15,0.47,1,0.51,0.55,0.22,0.3,0.2,0.19,0.18,0,0.06,0.14,0,0.16,0.02,0.35,0.48,0.4,0.21,0.33,0.56,0.5,0.42,0.5,0.3,0.34,0.35,0.29,0.32,0.48,0.71,0.78,0.69,0.74,0.89,0.96,0,0.09,0,0.39,0.42,0.54,0.46,0.02,0.02,0.02,0.02,0.96,0.03,0.23,0.19,0.37,0.47,0.21,0.63,0.08,0.55,0.5,0.03,0.69,0.56,0.03,0.73,0.48,0.27,0.14,0.07,0.07,0.08,0.1,0.14,0.15,0.11,0.48,0.4,0.32,0,0,0.01,0.81,0.5,0.65,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.11,0,?,?,?,?,0,?,0.07 +34,19,61920,Raritantownship,10,0.01,0.53,0.02,0.95,0.15,0.03,0.27,0.37,0.18,0.23,0,0,0.82,0.82,0.45,0.75,0.21,0.05,0.29,0.77,0.67,0.65,0.94,1,0.43,0.5,0.49,0,0.05,0.13,0.15,0.69,0.09,0.78,0.43,0.4,0.19,0.67,0.26,0.27,0.26,0.26,0.51,0.96,0.96,0.96,0.88,0.34,0.42,0,0.06,0.01,0.42,0.41,0.41,0.37,0.18,0.15,0.14,0.11,0.89,0.02,0.17,0.19,0.56,0.57,0.41,0.88,0.03,0.37,0.5,0.02,0.77,0.86,0.04,0.78,0.9,0.02,0.22,0.49,0.56,0.59,0.65,0.75,0.88,0.82,0.38,0.89,0.79,0.01,0,0.17,0.54,0.38,0.24,0.51,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.03,0.09,?,?,?,?,0,?,0.02 +12,?,?,Orlandocity,10,0.25,0.36,0.52,0.52,0.09,0.16,0.49,0.69,0.51,0.35,0.26,1,0.24,0.62,0.16,0.34,0.38,0.3,0.32,0.25,0.3,0.38,0.19,0.18,0.27,0.25,0.34,0.22,0.41,0.26,0.37,0.36,0.25,0.66,0.17,0.3,0.29,0.42,0.78,0.72,0.81,0.82,0.39,0.29,0.25,0.37,0.27,0.59,0.62,0.22,0.74,0.08,0.35,0.42,0.48,0.55,0.17,0.18,0.19,0.19,0.79,0.15,0.26,0.19,0.28,0.34,0.31,0.26,0.26,0.75,0,0.41,0.56,0.26,0.21,0.17,0.69,0.44,0.17,0.16,0.14,0.15,0.36,0.37,0.4,0.39,0.55,0.46,0.35,0.4,0.54,0.2,0.27,0.27,0.34,0.19,0.15,0.42,0.84,0.49,0.15,0.32,0.26,0.42,0.54,0.84,0.16,0.1,0,0.17,0.26,0.93,0.1,0.19,0.2,0.2,0.98,0.17,0.73,0.5,0.96,0.4,0.95 +48,?,?,Vidorcity,10,0,0.51,0,0.99,0.01,0.04,0.5,0.48,0.32,0.36,0,0,0.21,0.52,0.24,0.3,0.51,0.35,0.39,0.24,0.23,0.22,0,0.56,0.12,0.29,0.39,0.01,0.39,0.38,0.58,0.07,0.4,0.35,0.35,0.33,0.45,0.26,0.63,0.23,0.62,0.65,0.51,0.67,0.66,0.66,0.79,0.35,0.22,0,0.06,0,0,0,0,0,0,0,0,0,0.96,0.02,0.23,0.24,0.54,0.5,0.59,0.68,0.21,0.47,0.5,0.02,0.65,0.7,0.33,0.82,0.63,0.48,0.29,0.05,0.04,0.04,0.12,0.14,0.12,0.17,0.59,0.09,0.39,0,0,0.01,0.75,0.64,0.74,0.88,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.09,0,?,?,?,?,0,?,0.11 +42,37,5888,Berwickborough,10,0,0.3,0.01,0.99,0.01,0.01,0.36,0.38,0.26,0.78,0,0,0.15,0.27,0.12,0.44,0.85,0.31,0.73,0.17,0.17,0.16,0.08,0,0,0,0.19,0.01,0.27,0.44,0.58,0.08,0.61,0.28,0.87,0.21,0.96,0.14,0.56,0.35,0.5,0.55,0.36,0.5,0.54,0.56,0.58,0.36,0.49,0,0.16,0,0,0.26,0.21,0.18,0,0.01,0.01,0.01,0.96,0.01,0.2,0.17,0.32,0.32,0.34,0.57,0.04,0.46,0.5,0.01,0.79,0.57,0.06,0.72,0.02,0.18,0.34,0.06,0.05,0.05,0.13,0.14,0.13,0.18,0.4,0.24,0.57,0,0,0.01,0.95,0.77,0.85,0.88,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.3,0.01,?,?,?,?,0,?,0.03 +55,87,2375,Appletoncity,10,0.07,0.42,0,0.95,0.16,0.01,0.4,0.49,0.3,0.39,0.09,1,0.34,0.58,0.15,0.7,0.47,0.25,0.45,0.36,0.33,0.33,0.21,0.18,0.16,0.14,0.23,0.03,0.18,0.25,0.25,0.38,0.2,0.6,0.59,0.45,0.46,0.46,0.36,0.39,0.36,0.37,0.47,0.75,0.81,0.8,0.64,0.59,0.65,0.01,0.08,0.01,0.47,0.35,0.33,0.56,0.1,0.07,0.06,0.09,0.92,0.07,0.19,0.17,0.42,0.5,0.28,0.65,0.07,0.43,0.5,0.03,0.92,0.6,0.06,0.49,0.38,0.09,0.11,0.12,0.11,0.11,0.27,0.26,0.26,0.24,0.3,0.33,0.47,0.01,0,0.09,0.81,0.58,0.62,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.32,0.11,?,?,?,?,0,?,0.03 +42,3,83512,WestMifflinborough,10,0.02,0.33,0.15,0.89,0.01,0,0.3,0.34,0.22,0.71,0.04,1,0.25,0.29,0.08,0.57,0.79,0.34,1,0.27,0.26,0.26,0.2,0.09,0.07,0,0.66,0.02,0.25,0.21,0.38,0.16,0.47,0.31,0.24,0.57,0.38,0.32,0.31,0.35,0.31,0.32,0.35,0.61,0.65,0.54,0.64,0.59,0.52,0.01,0.18,0,0.1,0.07,0.11,0.09,0.01,0.01,0.01,0,0.9,0.03,0.07,0.08,0.37,0.38,0.28,0.81,0.03,0.45,0.5,0.01,0.9,0.79,0.17,0.57,0.31,0.06,0.16,0.08,0.07,0.06,0.02,0.09,0.18,0.1,0.46,0.32,0.49,0,0,0.03,1,1,1,0.94,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.14,0.45,?,?,?,?,0,?,0.19 +48,?,?,Kingsvillecity,10,0.02,0.6,0.07,0.49,0.09,1,0.62,0.7,0.56,0.3,0,0,0.17,0.49,0.55,0.28,0.42,0.62,0.45,0.18,0.14,0.19,0.14,0.13,0.22,0.17,0.22,0.06,0.73,0.7,0.63,0.32,0.7,0.31,0.21,0.61,0.36,0.42,0.36,0.59,0.44,0.42,0.69,0.59,0.55,0.61,0.62,0.25,0.19,0.01,0.23,0.01,0.42,0.44,0.45,0.47,0.16,0.14,0.13,0.13,0.05,0.43,0.47,0.43,0.6,0.63,0.55,0.48,0.45,0.58,0,0.08,0.33,0.47,0.5,0.75,0.5,0.84,0.8,0.04,0.04,0.05,0.13,0.19,0.21,0.19,0.56,0.23,0.4,0,0,0.15,0.83,0.53,0.62,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.17,0,?,?,?,?,0,?,0.34 +42,45,3336,Astontownship,10,0.01,0.58,0.01,0.99,0.02,0.01,0.42,0.43,0.26,0.41,0.02,1,0.53,0.67,0.65,0.71,0.49,0.22,0.62,0.48,0.38,0.36,0.54,0.61,0.38,0.02,0.35,0,0.07,0.23,0.32,0.32,0.16,0.63,0.51,0.39,0.36,0.43,0.26,0.37,0.24,0.26,0.58,0.82,0.83,0.9,0.74,0.63,0.75,0,0.07,0,0.05,0.13,0.1,0.09,0.01,0.02,0.01,0.01,0.93,0.03,0.26,0.29,0.62,0.63,0.33,0.93,0.04,0.24,0.5,0,0.95,0.9,0.14,0.41,0.46,0.05,0,0.31,0.3,0.29,0.45,0.4,0.4,0.43,0.35,0.4,0.31,0,0,0.07,0.91,0.85,0.93,0.9,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.22,0.1,?,?,?,?,0,?,0.11 +45,?,?,Charlestoncity,10,0.11,0.42,0.81,0.35,0.05,0.01,0.57,0.65,0.55,0.41,0.13,1,0.22,0.54,0.22,0.37,0.46,0.4,0.48,0.27,0.31,0.46,0.2,0.2,0.21,0.17,0.38,0.15,0.57,0.32,0.4,0.47,0.3,0.46,0.15,0.64,0.24,0.51,0.49,0.74,0.54,0.54,0.49,0.32,0.29,0.4,0.32,0.65,0.64,0.14,0.85,0.01,0.54,0.48,0.46,0.48,0.09,0.07,0.06,0.06,0.93,0.04,0.31,0.24,0.36,0.44,0.34,0.37,0.19,0.59,0,0.19,0.57,0.35,0.68,0.77,0.52,0.3,0.34,0.16,0.18,0.25,0.18,0.27,0.29,0.29,0.62,0.5,0.46,0.1,0,0.07,0.67,0.42,0.59,0.53,0.04,0.32,0.94,0.41,0.04,0.23,0.24,0.32,0.77,0.46,0.78,0.07,0.07,0.6,0.02,0.5,0.03,0.12,0.15,0.33,0.17,0.03,0.92,0,0.25,0.19,0.53 +51,775,70000,Salemcity,10,0.02,0.41,0.09,0.92,0.04,0.01,0.47,0.46,0.37,0.55,0.04,1,0.29,0.55,0.2,0.52,0.58,0.14,0.53,0.32,0.32,0.31,0.28,0.06,0.17,0.26,0.32,0.01,0.12,0.36,0.41,0.28,0.08,0.5,0.37,0.46,0.51,0.37,0.55,0.34,0.49,0.54,0.31,0.67,0.67,0.74,0.65,0.64,0.7,0.01,0.12,0,0.22,0.33,0.34,0.41,0.03,0.03,0.03,0.04,0.97,0.03,0.06,0.07,0.33,0.35,0.3,0.63,0.04,0.41,0.5,0.02,0.83,0.61,0.05,0.24,0.52,0.17,0.06,0.13,0.13,0.14,0.27,0.27,0.26,0.26,0.42,0.17,0.24,0,0.01,0.05,0.72,0.54,0.51,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.14,0,?,?,?,?,0,?,0.04 +25,27,14395,Clintontown,10,0.01,0.35,0.04,0.91,0.06,0.14,0.31,0.51,0.29,0.49,0,0,0.37,0.55,0.2,0.43,0.52,0.36,0.38,0.39,0.35,0.34,0.47,0.57,0.36,0.33,0.37,0.01,0.19,0.3,0.36,0.26,0.31,0.57,0.81,0.33,0.53,0.42,0.53,0.49,0.48,0.52,0.46,0.59,0.64,0.59,0.76,0.63,0.66,0.01,0.27,0,0.22,0.49,0.57,0.55,0.08,0.16,0.16,0.14,0.78,0.17,0.21,0.18,0.38,0.45,0.35,0.43,0.1,0.63,0,0.01,0.79,0.41,0.19,0.43,0,0.18,0.28,0.33,0.32,0.3,0.33,0.41,0.46,0.43,0.31,0.59,0.36,0,0,0.15,0.78,0.61,0.72,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.19,0,?,?,?,?,0,?,0.21 +6,?,?,LaHabracity,10,0.07,0.53,0.02,0.64,0.25,0.63,0.41,0.58,0.38,0.33,0.08,1,0.47,0.68,0.24,0.45,0.37,0.3,0.47,0.45,0.38,0.42,0.43,0.24,0.35,0.28,0.36,0.04,0.2,0.34,0.4,0.28,0.33,0.63,0.52,0.27,0.43,0.38,0.49,0.5,0.61,0.57,0.6,0.6,0.58,0.68,0.59,0.49,0.54,0.03,0.28,0.07,0.47,0.55,0.57,0.62,0.66,0.67,0.63,0.63,0.47,0.59,0.53,0.48,0.58,0.55,0.61,0.44,0.51,0.6,0,0.03,0.91,0.47,0.11,0.16,0.54,0.19,0.19,0.53,0.53,0.54,0.68,0.62,0.69,0.61,0.61,0.59,0.24,0.01,0,0.59,0.48,0.49,0.52,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.59,0.1,?,?,?,?,0,?,0.37 +6,?,?,Vacavillecity,10,0.1,0.7,0.17,0.68,0.23,0.29,0.37,0.54,0.3,0.19,0.11,1,0.48,0.74,0.17,0.45,0.27,0.31,0.63,0.44,0.32,0.35,0.26,0.18,0.31,0.25,0.33,0.03,0.15,0.17,0.29,0.26,0.28,0.47,0.24,0.28,0.35,0.33,0.41,0.59,0.56,0.48,0.53,0.66,0.68,0.7,0.62,0.44,0.49,0.02,0.2,0.04,0.28,0.34,0.4,0.42,0.15,0.16,0.18,0.17,0.78,0.18,0.28,0.28,0.58,0.58,0.58,0.57,0.22,0.37,0.5,0.05,0.85,0.57,0.04,0.32,0.79,0.11,0.11,0.38,0.36,0.35,0.54,0.53,0.62,0.54,0.55,0.73,0.33,0,0,0.23,0.5,0.26,0.31,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.26,0.07,?,?,?,?,0,?,0.18 +23,1,38740,Lewistoncity,10,0.05,0.36,0.01,0.98,0.04,0.01,0.48,0.55,0.43,0.52,0.06,1,0.21,0.48,0.13,0.38,0.58,0.49,0.33,0.25,0.24,0.23,0.12,0.09,0.2,0.45,0.36,0.05,0.36,0.72,0.64,0.14,0.48,0.46,0.6,0.44,0.61,0.25,0.6,0.46,0.52,0.57,0.36,0.46,0.51,0.32,0.58,0.6,0.63,0.02,0.21,0.01,0.07,0.06,0.06,0.06,0.03,0.02,0.02,0.02,0.38,0.16,0.12,0.11,0.33,0.47,0.26,0.39,0.06,0.61,0,0.07,0.7,0.34,0.34,0.48,0.15,0.38,0.21,0.2,0.18,0.17,0.22,0.25,0.26,0.21,0.46,0.41,0.58,0.03,0,0.16,0.8,0.51,0.76,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.1,0.05,?,?,?,?,0,?,0.15 +25,9,34550,Lawrencecity,10,0.1,0.56,0.12,0.47,0.12,0.77,0.47,0.57,0.36,0.39,0.11,1,0.17,0.29,0.1,0.25,0.5,1,0.44,0.19,0.15,0.21,0.19,0.09,0.18,0.16,0.19,0.17,0.73,0.74,0.76,0.14,1,0.27,0.83,0.31,0.71,0.23,0.58,0.66,0.72,0.69,0.69,0.14,0.16,0.18,0.13,0.3,0.28,0.13,0.83,0.1,0.5,0.59,0.66,0.68,0.73,0.76,0.77,0.73,0.11,0.89,0.57,0.5,0.59,0.57,0.62,0.1,0.48,0.62,0,0.14,0.59,0.14,0.41,0.37,0.08,0.6,1,0.32,0.31,0.28,0.31,0.42,0.46,0.45,0.8,0.61,0.69,0.03,0.06,0.62,0.56,0.44,0.64,0.49,0.02,0.19,0.98,0.21,0.02,0.15,0.24,0.19,0.36,0.92,0.04,0.1,0,0.08,0.04,0.29,0.31,0.02,0.84,0.15,0,0.02,0.54,0,0.93,0.14,0.88 +28,?,?,Greenwoodcity,10,0.01,0.46,1,0.08,0.03,0,0.48,0.48,0.28,0.53,0,0,0.07,0.29,0.43,0.2,0.65,1,0.26,0.11,0.19,0.45,0.14,0.1,0.2,0,0.23,0.06,1,0.74,0.73,0.29,0.77,0.23,0.38,0.53,0.53,0.45,0.64,0.55,0.63,0.67,0.65,0.13,0.09,0.06,0,0.8,0.57,0.06,1,0,0.96,0.71,0.58,0.49,0.04,0.03,0.02,0.02,0.97,0.03,0.52,0.43,0.48,0.42,0.56,0.32,0.45,0.65,0,0.03,0.71,0.36,1,0.59,0.44,0.89,0.42,0.06,0.06,0.08,0,0.02,0.05,0.07,0.85,0.43,0.46,0,0,0.01,0.95,0.58,0.86,0.88,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.17,0.02,?,?,?,?,0,?,0.2 +34,39,40350,Lindencity,10,0.04,0.39,0.39,0.65,0.09,0.13,0.3,0.4,0.25,0.67,0.06,1,0.4,0.46,0.1,0.56,0.67,0.28,0.65,0.42,0.38,0.4,0.34,0.19,0.33,0.28,0.47,0.02,0.14,0.45,0.55,0.18,0.42,0.44,0.55,0.26,0.55,0.27,0.4,0.46,0.37,0.4,0.47,0.6,0.59,0.75,0.54,0.43,0.52,0.02,0.32,0.04,0.22,0.32,0.35,0.38,0.25,0.32,0.31,0.31,0.56,0.28,0.24,0.22,0.42,0.47,0.37,0.55,0.14,0.53,0.5,0.03,0.88,0.53,0.08,0.5,0.29,0.12,0.06,0.4,0.38,0.34,0.47,0.49,0.56,0.5,0.42,0.59,0.74,0,0,0.47,0.63,0.83,0.84,0.84,0.01,0.33,0.97,0.41,0.01,0.15,0.14,0.33,0.53,0.97,0.04,0,0,0.03,0.04,0.57,0.32,0.03,0.28,0.32,0.02,0.01,0.85,0,0.99,0.19,0.22 +34,39,64650,RoselleParkborough,10,0,0.37,0.02,0.88,0.32,0.13,0.31,0.49,0.28,0.49,0.02,1,0.52,0.69,0.15,0.66,0.5,0.22,0.53,0.54,0.48,0.47,0.53,0.24,0.4,0.4,0.62,0,0.07,0.24,0.36,0.36,0.32,0.63,0.49,0.36,0.41,0.42,0.31,0.52,0.33,0.33,0.47,0.78,0.79,0.92,0.71,0.34,0.46,0,0.08,0.01,0.27,0.37,0.44,0.48,0.27,0.33,0.35,0.35,0.63,0.18,0.22,0.2,0.42,0.57,0.23,0.58,0.13,0.51,0.5,0.01,0.9,0.5,0.14,0.4,0.17,0.03,0.45,0.43,0.4,0.35,0.7,0.61,0.62,0.57,0.38,0.58,0.76,0,0,0.42,0.71,0.68,0.74,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.88,0.37,?,?,?,?,0,?,0.06 +25,21,24820,Foxboroughtown,10,0.01,0.51,0.01,0.98,0.06,0.01,0.37,0.46,0.31,0.33,0.02,0.81,0.56,0.7,0.27,0.6,0.43,0.14,0.53,0.57,0.45,0.43,0.3,0.05,0.67,0.33,0.3,0.01,0.11,0.08,0.15,0.43,0.28,0.66,0.44,0.48,0.29,0.58,0.34,0.45,0.38,0.37,0.55,0.75,0.81,0.77,0.79,0.59,0.54,0,0.08,0,0.23,0.28,0.29,0.29,0.05,0.06,0.05,0.05,0.96,0.03,0.27,0.26,0.54,0.7,0.23,0.69,0.04,0.46,0.5,0.01,0.87,0.59,0.11,0.44,0.5,0.03,0.09,0.47,0.43,0.42,0.58,0.58,0.63,0.58,0.35,0.41,0.42,0,0,0.09,0.83,0.8,0.73,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.06,0.26,?,?,?,?,0,?,0.08 +6,?,?,Beniciacity,10,0.02,0.44,0.1,0.76,0.49,0.14,0.35,0.35,0.2,0.24,0.04,1,0.63,0.69,0.27,0.58,0.27,0.24,0.54,0.63,0.53,0.54,0.48,0.25,0.37,0.61,0.53,0.01,0.13,0.09,0.14,0.53,0.22,0.71,0.26,0.42,0.22,0.6,0.61,0.3,0.63,0.64,0.47,0.68,0.71,0.73,0.53,0.46,0.57,0.01,0.15,0.02,0.2,0.3,0.29,0.34,0.13,0.17,0.15,0.16,0.81,0.08,0.17,0.17,0.49,0.53,0.38,0.68,0.12,0.41,0.5,0.02,0.86,0.65,0.08,0.15,0.81,0.08,0.15,0.5,0.53,0.51,0.57,0.58,0.73,0.59,0.58,0.77,0.17,0,0,0.27,0.52,0.38,0.37,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.16,0.17,?,?,?,?,0,?,0.11 +6,?,?,CulverCitycity,10,0.05,0.31,0.2,0.53,0.74,0.37,0.25,0.41,0.24,0.43,0.06,1,0.52,0.62,0.28,0.61,0.35,0.19,0.38,0.54,0.56,0.59,0.55,0.25,0.45,0.37,0.42,0.02,0.16,0.21,0.26,0.57,0.22,0.63,0.29,0.59,0.19,0.68,0.6,0.57,0.72,0.7,0.39,0.52,0.56,0.68,0.4,0.44,0.48,0.02,0.27,0.06,0.29,0.33,0.41,0.47,0.49,0.48,0.54,0.57,0.48,0.35,0.26,0.2,0.31,0.3,0.37,0.43,0.39,0.79,0,0.04,0.84,0.45,0.3,0.24,0.4,0.04,0.25,0.88,0.91,0.85,0.71,0.74,0.92,0.74,0.62,0.63,0.18,0.05,0,0.7,0.36,0.57,0.82,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.64,0.24,?,?,?,?,0,?,0.38 +34,5,22110,Eveshamtownship,10,0.04,0.52,0.06,0.91,0.19,0.02,0.36,0.48,0.26,0.17,0.05,0.91,0.66,0.87,0.11,0.66,0.23,0.03,0.28,0.63,0.51,0.49,0.58,0.45,0.33,0.39,0.56,0.01,0.04,0.1,0.15,0.6,0.09,0.8,0.32,0.45,0.14,0.63,0.33,0.37,0.38,0.37,0.58,0.85,0.88,0.94,0.77,0.43,0.49,0,0.08,0.01,0.39,0.36,0.37,0.37,0.15,0.12,0.12,0.11,0.87,0.06,0.2,0.2,0.57,0.65,0.27,0.8,0.04,0.29,0.5,0.04,0.8,0.73,0.06,0.24,0.85,0.01,0.13,0.37,0.36,0.33,0.69,0.65,0.76,0.67,0.53,0.6,0.46,0,0,0.16,0.37,0.5,0.44,0.53,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.1,0.31,?,?,?,?,0,?,0.08 +45,?,?,Summervilletown,10,0.02,0.51,0.35,0.71,0.04,0.03,0.4,0.56,0.33,0.25,0.04,1,0.33,0.69,0.36,0.41,0.31,0.23,0.54,0.31,0.25,0.28,0.21,0.17,0.19,0.33,0.38,0.02,0.25,0.19,0.27,0.41,0.23,0.62,0.33,0.43,0.38,0.46,0.41,0.3,0.51,0.49,0.51,0.68,0.69,0.66,0.61,0.52,0.5,0.01,0.23,0,0.17,0.23,0.23,0.26,0.02,0.03,0.03,0.03,0.94,0.04,0.19,0.19,0.53,0.63,0.39,0.56,0.14,0.42,0.5,0.04,0.67,0.51,0.25,0.49,0.83,0.4,0.42,0.17,0.16,0.18,0.26,0.26,0.28,0.28,0.4,0.51,0.35,0,0,0.05,0.42,0.26,0.23,0.17,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.13,0.01,?,?,?,?,0,?,0.29 +6,?,?,Victorvillecity,10,0.05,0.55,0.19,0.59,0.22,0.43,0.38,0.51,0.29,0.38,0.06,1,0.28,0.51,0.1,0.31,0.48,0.57,0.64,0.26,0.22,0.23,0.27,0.16,0.24,0.26,0.29,0.05,0.39,0.29,0.43,0.15,0.67,0.31,0.23,0.24,0.45,0.28,0.56,0.32,0.63,0.62,0.59,0.59,0.58,0.67,0.51,0.19,0.11,0.03,0.3,0.03,0.45,0.51,0.51,0.56,0.36,0.36,0.32,0.33,0.66,0.25,0.43,0.41,0.59,0.55,0.63,0.5,0.39,0.52,0.5,0.07,0.64,0.52,0.16,0.28,0.92,0.27,0.11,0.24,0.23,0.21,0.41,0.39,0.43,0.39,0.69,0.77,0.28,0.01,0.24,0.33,0.46,0.15,0.22,0.56,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.08,0.01,?,?,?,?,0,?,0.36 +39,?,?,Piquacity,10,0.02,0.44,0.07,0.93,0.03,0.01,0.44,0.49,0.32,0.43,0,0,0.22,0.47,0.15,0.41,0.56,0.47,0.56,0.22,0.22,0.2,0.2,0.15,1,0.1,0.25,0.03,0.37,0.26,0.53,0.13,0.47,0.46,0.91,0.24,0.9,0.2,0.52,0.27,0.52,0.54,0.49,0.61,0.63,0.59,0.62,0.48,0.54,0.01,0.19,0,0.43,0.59,0.54,0.46,0.03,0.04,0.03,0.02,0.97,0.03,0.25,0.24,0.47,0.45,0.51,0.58,0.07,0.44,0.5,0.01,0.89,0.59,0.11,0.41,0.19,0.49,0.11,0.07,0.06,0.06,0.18,0.19,0.18,0.22,0.36,0.14,0.42,0,0,0.02,0.89,0.61,0.84,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.23,0.02,?,?,?,?,0,?,0.09 +48,?,?,Levellandcity,10,0.01,0.62,0.12,0.62,0.01,0.61,0.66,0.58,0.44,0.38,0,0,0.2,0.49,1,0.36,0.5,0.38,0.14,0.2,0.2,0.25,0.14,0.18,0.6,0.18,0.24,0.02,0.51,0.59,0.62,0.2,0.43,0.41,0.04,0.5,0.48,0.3,0.37,0.35,0.34,0.37,0.67,0.72,0.67,0.71,0.72,0.44,0.4,0,0.12,0,0.11,0.17,0.19,0.23,0.02,0.03,0.03,0.04,0.5,0.25,0.45,0.44,0.62,0.59,0.64,0.65,0.4,0.47,0.5,0.03,0.49,0.67,0.3,0.65,0.56,0.76,0.39,0.04,0.05,0.07,0.11,0.15,0.17,0.15,0.58,0.35,0.4,0,0,0.09,0.86,0.54,0.71,0.9,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.12,0.02,?,?,?,?,0,?,0.1 +5,?,?,Bentonvillecity,10,0,0.43,0,0.97,0.05,0.02,0.42,0.47,0.29,0.45,0,0,0.21,0.54,0.26,0.44,0.52,0.25,0.37,0.24,0.24,0.23,0.31,0.14,0.19,0.25,0.38,0.01,0.23,0.32,0.4,0.18,0.18,0.52,0.41,0.17,0.67,0.27,0.51,0.22,0.59,0.58,0.44,0.68,0.69,0.74,0.6,0.59,0.69,0,0.07,0,0.22,0.33,0.53,0.5,0.02,0.02,0.03,0.03,0.96,0.05,0.23,0.22,0.45,0.46,0.45,0.6,0.15,0.42,0.5,0.01,0.82,0.6,0.32,0.57,0.73,0.54,0.05,0.09,0.08,0.09,0.21,0.2,0.19,0.23,0.44,0.41,0.28,0,0,0.03,0.39,0.39,0.53,0.36,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.06,0.02,?,?,?,?,0,?,0.05 +4,?,?,Tempecity,10,0.21,0.39,0.06,0.8,0.25,0.2,0.63,0.81,0.67,0.18,0.22,1,0.33,0.78,0.3,0.49,0.19,0.15,0.29,0.39,0.36,0.37,0.28,0.14,0.23,0.28,0.38,0.17,0.35,0.11,0.15,0.6,0.3,0.68,0.35,0.48,0.24,0.57,0.46,0.81,0.54,0.52,0.46,0.6,0.64,0.68,0.61,0.49,0.54,0.05,0.22,0.07,0.59,0.69,0.72,0.7,0.3,0.31,0.29,0.26,0.78,0.1,0.26,0.19,0.38,0.51,0.3,0.45,0.21,0.59,0,0.31,0.6,0.4,0.05,0.24,0.77,0.24,0.13,0.21,0.2,0.2,0.4,0.38,0.44,0.38,0.67,0.46,0.28,0.03,0,0.21,0.21,0.25,0.44,0.17,0.04,0.14,0.95,0.18,0.08,0.21,0.46,0.14,0.83,0.92,0.03,0.09,0.08,0.09,0.04,0.79,0.35,0.11,0.3,0.08,0.16,0.05,0.81,1,0.48,0.14,0.23 +25,21,55745,Quincycity,10,0.12,0.3,0.02,0.88,0.4,0.02,0.28,0.54,0.34,0.55,0.13,1,0.4,0.53,0.12,0.5,0.55,0.33,0.6,0.45,0.42,0.42,0.33,0.21,0.26,0.31,0.39,0.05,0.17,0.19,0.28,0.37,0.44,0.57,0.21,0.49,0.25,0.47,0.38,0.65,0.35,0.38,0.45,0.61,0.65,0.76,0.63,0.44,0.47,0.03,0.17,0.06,0.41,0.45,0.53,0.51,0.32,0.31,0.33,0.29,0.79,0.19,0.28,0.21,0.31,0.49,0.2,0.44,0.1,0.71,0,0.11,0.8,0.36,0.11,0.49,0.1,0.07,0.17,0.42,0.4,0.37,0.47,0.58,0.65,0.57,0.49,0.44,0.57,0.04,0.01,0.33,0.79,0.65,0.63,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.42,1,?,?,?,?,0,?,0.15 +39,153,3828,Barbertoncity,10,0.03,0.35,0.1,0.91,0.02,0,0.38,0.44,0.28,0.56,0.04,1,0.17,0.3,0.16,0.4,0.67,0.6,0.8,0.19,0.18,0.18,0.13,0.1,0.43,0.02,0.35,0.04,0.44,0.29,0.54,0.11,0.57,0.28,0.68,0.3,0.64,0.18,0.6,0.35,0.56,0.6,0.42,0.47,0.51,0.38,0.49,0.24,0.33,0.02,0.35,0,0.11,0.08,0.07,0.11,0.01,0.01,0.01,0.01,0.94,0.03,0.19,0.17,0.38,0.4,0.38,0.58,0.06,0.48,0.5,0.03,0.79,0.57,0.26,0.54,0.21,0.3,0.28,0.06,0.05,0.05,0.12,0.16,0.16,0.18,0.51,0.18,0.42,0,0,0.04,0.83,0.68,0.91,0.89,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.3,0.11,?,?,?,?,0,?,0.3 +9,9,49950,Naugatucktown,10,0.03,0.46,0.04,0.95,0.05,0.06,0.36,0.49,0.28,0.39,0.05,1,0.47,0.66,0.08,0.55,0.44,0.15,0.57,0.48,0.4,0.38,0.42,0.15,0.24,0.49,0.44,0.01,0.1,0.32,0.37,0.26,0.3,0.66,0.69,0.33,0.5,0.37,0.37,0.39,0.37,0.38,0.54,0.77,0.78,0.84,0.71,0.55,0.61,0.01,0.13,0.02,0.31,0.31,0.32,0.33,0.2,0.17,0.16,0.15,0.74,0.14,0.2,0.19,0.51,0.58,0.35,0.66,0.08,0.5,0.5,0.03,0.81,0.61,0.06,0.56,0.5,0.05,0,0.38,0.35,0.32,0.39,0.43,0.48,0.48,0.35,0.65,0.6,0.01,0,0.26,0.72,0.61,0.72,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.16,0.04,?,?,?,?,0,?,0.03 +39,23,74119,Springfieldtownship,10,0.01,0.53,0.05,0.96,0.02,0,0.41,0.34,0.23,0.54,0.02,0.74,0.35,0.45,0.59,0.53,0.59,0.24,0.8,0.33,0.31,0.28,0.34,0.09,1,0.13,0.2,0.01,0.22,0.28,0.44,0.2,0.32,0.36,0.57,0.4,0.52,0.43,0.37,0.24,0.31,0.35,0.42,0.77,0.74,0.69,0.56,0.66,0.63,0,0.09,0,0.09,0.07,0.16,0.14,0.01,0,0.01,0.01,0.97,0.03,0.14,0.17,0.51,0.49,0.47,0.82,0.05,0.33,0.5,0.01,0.92,0.82,0.17,0.51,0.38,0.14,0.78,0.11,0.12,0.13,0.09,0.15,0.17,0.18,0.37,0.18,0.28,0,0,0.02,0.84,0.74,0.89,0.88,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.03,0.01,?,?,?,?,0,?,0.19 +34,29,59880,PointPleasantborough,10,0.01,0.41,0.01,0.99,0.02,0.02,0.33,0.39,0.25,0.55,0.03,1,0.48,0.52,0.24,0.63,0.63,0.14,0.62,0.48,0.47,0.45,0.14,0.47,0.24,0.48,0.55,0,0.07,0.21,0.31,0.31,0.25,0.51,0.19,0.48,0.23,0.43,0.33,0.4,0.38,0.37,0.45,0.74,0.74,0.87,0.57,0.36,0.44,0,0.07,0,0.03,0.11,0.12,0.12,0.01,0.02,0.02,0.02,0.92,0.04,0.17,0.16,0.44,0.44,0.38,0.75,0.05,0.42,0.5,0.05,0.47,0.74,0.02,0.67,0.48,0.04,0.2,0.4,0.38,0.38,0.67,0.64,0.73,0.71,0.72,0.69,1,0.01,0,0.09,0.83,0.8,0.77,0.9,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.43,0.1,?,?,?,?,0,?,0.04 +25,17,13135,Chelmsfordtown,10,0.04,0.53,0.01,0.95,0.19,0.02,0.38,0.45,0.29,0.29,0.05,1,0.7,0.8,0.32,0.7,0.34,0.16,0.48,0.67,0.57,0.56,0.55,0.09,0.48,0.3,0.42,0.01,0.05,0.08,0.14,0.61,0.31,0.73,0.63,0.45,0.18,0.71,0.23,0.42,0.3,0.27,0.54,0.83,0.84,0.86,0.75,0.5,0.68,0,0.05,0.01,0.25,0.29,0.36,0.41,0.11,0.11,0.12,0.12,0.87,0.05,0.2,0.22,0.58,0.6,0.35,0.85,0.04,0.33,0.5,0.02,0.91,0.81,0.19,0.51,0.54,0.01,0.03,0.49,0.45,0.43,0.62,0.66,0.78,0.63,0.34,0.39,0.37,0,0,0.17,0.75,0.78,0.83,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.12,0.07,?,?,?,?,0,?,0.15 +18,?,?,Warsawcity,10,0,0.42,0.02,0.95,0.05,0.05,0.39,0.48,0.28,0.45,0,0,0.3,0.61,0.44,0.48,0.54,0.2,0.38,0.32,0.32,0.32,0.26,0.19,0.16,0.28,0.39,0.01,0.22,0.28,0.4,0.28,0.17,0.58,0.92,0.25,0.69,0.32,0.47,0.29,0.55,0.54,0.48,0.66,0.69,0.63,0.66,0.52,0.58,0.01,0.21,0,0.27,0.61,0.5,0.58,0.04,0.08,0.06,0.06,0.93,0.06,0.26,0.24,0.43,0.48,0.34,0.61,0.12,0.5,0.5,0.01,0.75,0.58,0.05,0.32,0.35,0.45,0.29,0.09,0.09,0.11,0.2,0.22,0.22,0.26,0.37,0.19,0.33,0.01,0,0.06,0.71,0.54,0.77,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.1,0.02,?,?,?,?,0,?,0.01 +49,?,?,SouthJordancity,10,0,1,0,0.98,0.05,0.04,0.73,0.51,0.28,0.08,0.02,1,0.53,0.87,0.96,0.48,0.19,0.13,0.31,0.46,0.19,0.18,0,0.24,0.25,0.09,0.22,0,0.07,0.05,0.13,0.36,0.15,0.7,0.32,0.39,0.32,0.46,0.06,0.34,0.09,0.08,1,0.99,0.98,0.96,0.94,0.27,0.36,0,0.04,0,0,0,0,0.06,0,0,0,0,0.96,0.05,1,1,1,1,1,0.94,0.22,0.08,1,0,0.96,0.93,0.55,0.78,0.83,0.04,0.24,0.22,0.2,0.2,0.24,0.3,0.44,0.4,0.22,0.58,0.37,0,0,0.03,0.79,0.54,0.84,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.05,0.07,?,?,?,?,0,?,0.08 +1,?,?,Prattvillecity,10,0.02,0.55,0.27,0.78,0.04,0.01,0.5,0.48,0.3,0.28,0.03,1,0.34,0.65,0.26,0.41,0.41,0.26,0.67,0.34,0.25,0.27,0.18,0.49,0.18,0.32,0.33,0.02,0.29,0.29,0.43,0.29,0.31,0.58,0.38,0.28,0.39,0.35,0.36,0.28,0.42,0.41,0.55,0.71,0.67,0.82,0.53,0.56,0.66,0.01,0.18,0,0.09,0.11,0.09,0.07,0.01,0.01,0.01,0.01,0.98,0.01,0.24,0.26,0.6,0.55,0.68,0.72,0.12,0.18,0.5,0.02,0.82,0.75,0.17,0.52,0.67,0.29,0.53,0.12,0.11,0.11,0.11,0.21,0.27,0.27,0.33,0.2,0.32,0,0,0.04,0.65,0.53,0.49,0.52,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.09,0.01,?,?,?,?,0,?,0.5 +40,?,?,SandSpringscity,10,0.01,0.47,0.03,0.88,0.01,0.03,0.46,0.45,0.24,0.34,0.02,1,0.28,0.58,0.5,0.38,0.42,0.26,0.44,0.3,0.25,0.25,0.17,0.14,0.1,0.18,0.18,0.01,0.21,0.25,0.43,0.22,0.32,0.55,0.54,0.31,0.47,0.37,0.53,0.21,0.68,0.64,0.49,0.67,0.66,0.82,0.66,0.47,0.63,0,0.07,0,0.25,0.19,0.15,0.13,0.01,0.01,0,0,0.98,0.01,0.15,0.16,0.5,0.49,0.48,0.66,0.1,0.41,0.5,0.03,0.58,0.66,0.36,0.83,0.67,0.32,0.19,0.09,0.09,0.09,0.13,0.17,0.21,0.19,0.26,0.32,0.35,0.01,0,0.01,0.71,0.49,0.66,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.07,0.01,?,?,?,?,0,?,0.16 +6,?,?,Dixoncity,10,0,0.65,0.03,0.72,0.16,0.53,0.45,0.49,0.26,0.23,0,0,0.41,0.71,0.92,0.35,0.27,0.18,0.41,0.37,0.3,0.32,0.18,0.62,0.44,0.25,0.32,0.01,0.16,0.38,0.39,0.28,0.54,0.57,0.26,0.42,0.43,0.33,0.43,0.33,0.45,0.45,0.65,0.7,0.72,0.86,0.51,0.43,0.53,0,0.17,0.01,0.19,0.33,0.42,0.43,0.18,0.27,0.32,0.29,0.53,0.47,0.4,0.43,0.71,0.65,0.77,0.57,0.45,0.34,0.5,0.01,0.85,0.6,0,0.09,0.73,0.15,0.2,0.34,0.34,0.32,0.44,0.44,0.51,0.43,0.44,0.61,0.17,0,0,0.4,0.56,0.54,0.64,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.23,0.01,?,?,?,?,0,?,0.16 +53,?,?,Kentcity,10,0.04,0.28,0.07,0.84,0.27,0.07,0.37,0.67,0.42,0.18,0.06,1,0.34,0.78,0.04,0.44,0.2,0.26,0.35,0.35,0.37,0.37,0.32,0.2,0.34,0.47,0.52,0.03,0.22,0.12,0.21,0.33,0.23,0.77,0.7,0.17,0.42,0.39,0.85,0.53,0.84,0.87,0.37,0.45,0.51,0.56,0.5,0.45,0.54,0.02,0.24,0.01,0.27,0.28,0.34,0.43,0.09,0.09,0.09,0.11,0.9,0.07,0.17,0.13,0.31,0.4,0.31,0.2,0.21,0.77,0,0.06,0.72,0.19,0.06,0.04,0.81,0.19,0.22,0.24,0.24,0.24,0.43,0.41,0.45,0.4,0.32,0.37,0.24,0,0.16,0.14,0.42,0.2,0.44,0.33,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.17,0.26,?,?,?,?,0,?,0.22 +48,?,?,Bedfordcity,10,0.05,0.35,0.05,0.9,0.15,0.08,0.4,0.53,0.31,0.11,0.07,1,0.51,0.91,0.29,0.52,0.11,0.05,0.21,0.58,0.51,0.49,0.43,0.35,0.49,0.46,0.48,0.01,0.08,0.05,0.09,0.55,0.17,0.86,0.34,0.25,0.16,0.56,0.58,0.33,0.62,0.63,0.45,0.77,0.81,0.83,0.72,0.6,0.65,0.01,0.09,0.01,0.46,0.41,0.46,0.52,0.13,0.1,0.11,0.11,0.88,0.05,0.12,0.11,0.39,0.6,0.18,0.55,0.09,0.48,0.5,0.07,0.74,0.45,0.01,0.1,0.88,0.1,0,0.23,0.21,0.23,0.36,0.33,0.38,0.33,0.22,0.46,0.22,0,0,0.12,0.43,0.31,0.41,0.47,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.37,0,?,?,?,?,0,?,0.08 +12,?,?,Tamaraccity,10,0.06,0.08,0.05,0.94,0.05,0.1,0.03,0.14,0.08,1,0.07,1,0.25,0,0.11,0.66,1,0.14,0.77,0.26,0.44,0.43,0.37,0.1,0.26,0.31,0.45,0.02,0.14,0.24,0.41,0.21,0.35,0.01,0.19,0.29,0.19,0.38,0.31,0.12,0.28,0.3,0,0.66,0.66,0.83,0.52,0.51,0.59,0,0.04,0.04,0.14,0.17,0.18,0.21,0.13,0.14,0.14,0.15,0.74,0.11,0,0.01,0.08,0.04,0.25,0.72,0.07,0.94,0,0.17,0.48,0.76,0.03,0.39,0.81,0.05,0.09,0.17,0.15,0.15,0.6,0.53,0.56,0.55,0.66,0.58,0.32,0,0,0.4,0,0.46,0.54,0.35,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.33,0.04,?,?,?,?,0,?,0.14 +34,3,55770,PalisadesParkborough,10,0.01,0.37,0.03,0.62,1,0.21,0.25,0.46,0.26,0.46,0.02,1,0.4,0.61,0.22,0.5,0.44,0.12,0.34,0.45,0.44,0.45,0.33,0,0.38,0.38,0.46,0.01,0.19,0.36,0.37,0.42,0.32,0.54,0.41,0.28,0.37,0.47,0.34,0.49,0.3,0.32,0.48,0.79,0.8,0.86,0.67,0.22,0.15,0,0.07,0.04,0.67,0.73,0.69,0.67,1,1,1,1,0.17,0.69,0.21,0.19,0.41,0.57,0.36,0.26,0.31,0.72,0,0.01,0.84,0.22,0.03,0.51,0.38,0.05,0,0.56,0.55,0.52,0.61,0.64,0.81,0.64,0.56,0.68,0.64,0,0,1,0.34,0.61,0.51,0.34,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,1,0.93,?,?,?,?,0,?,0.05 +21,?,?,Louisvillecity,10,0.42,0.3,0.58,0.53,0.04,0.01,0.38,0.47,0.3,0.54,0.43,1,0.14,0.35,0.25,0.35,0.61,0.56,0.52,0.18,0.22,0.27,0.18,0.13,0.17,0.2,0.31,0.54,0.6,0.44,0.57,0.26,0.54,0.34,0.36,0.53,0.48,0.36,0.78,0.55,0.74,0.79,0.42,0.21,0.22,0.29,0.24,0.51,0.54,0.45,0.71,0.03,0.64,0.63,0.65,0.62,0.07,0.06,0.05,0.05,0.96,0.03,0.25,0.19,0.29,0.35,0.27,0.46,0.15,0.69,0,0.58,0.64,0.45,1,0.6,0.17,0.47,0.33,0.05,0.05,0.07,0.1,0.15,0.16,0.14,0.49,0.23,0.39,0.47,0.08,0.04,0.83,0.62,0.87,0.8,0.08,0.13,0.91,0.16,0.03,0.04,0.09,0.13,0.72,0.72,0.45,0,0,0.31,0.01,0.86,0.23,0.18,0.36,0.48,0.53,0.07,0.78,1,0.05,0.11,0.41 +23,19,2795,Bangorcity,10,0.04,0.35,0.02,0.96,0.06,0.01,0.44,0.58,0.44,0.42,0.05,1,0.22,0.52,0.28,0.47,0.46,0.45,0.44,0.27,0.28,0.27,0.26,0.23,0.3,0.23,0.28,0.04,0.39,0.2,0.27,0.39,0.35,0.5,0.14,0.69,0.26,0.49,0.6,0.55,0.7,0.69,0.34,0.46,0.52,0.57,0.59,0.61,0.58,0.02,0.24,0.01,0.25,0.27,0.24,0.25,0.06,0.06,0.05,0.04,0.91,0.03,0.13,0.11,0.29,0.38,0.27,0.39,0.06,0.61,0,0.05,0.73,0.36,0.1,0.24,0.04,0.23,0.36,0.16,0.15,0.15,0.25,0.3,0.33,0.27,0.5,0.3,0.57,0.03,0,0.1,0.72,0.38,0.57,0.59,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.08,0.09,?,?,?,?,0,?,0.09 +34,25,36480,Keansburgborough,10,0,0.58,0.02,0.96,0.04,0.09,0.42,0.53,0.3,0.34,0.02,1,0.33,0.58,0.17,0.22,0.48,0.34,0.38,0.34,0.24,0.23,0.19,0.27,0.2,0.56,0.39,0.01,0.24,0.36,0.64,0.06,0.76,0.43,0.3,0.29,0.62,0.17,0.45,0.51,0.51,0.5,0.66,0.55,0.57,0.55,0.63,0.58,0.5,0.01,0.36,0,0.03,0.11,0.11,0.21,0.01,0.03,0.02,0.04,0.89,0.09,0.41,0.38,0.6,0.68,0.48,0.54,0.22,0.63,0,0.02,0.61,0.5,0.64,0.75,0.27,0.21,0.36,0.27,0.26,0.24,0.4,0.48,0.54,0.51,0.69,0.8,1,0.07,0,0.11,0.69,0.61,0.65,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.86,0.61,?,?,?,?,0,?,0.26 +6,?,?,Pomonacity,10,0.2,0.94,0.28,0.34,0.41,0.95,0.51,0.64,0.43,0.19,0.21,1,0.34,0.67,0.18,0.25,0.29,0.63,0.29,0.31,0.19,0.23,0.27,0.2,0.25,0.22,0.25,0.22,0.49,0.75,0.71,0.2,0.6,0.47,0.61,0.26,0.73,0.27,0.44,0.65,0.54,0.51,1,0.57,0.49,0.61,0.53,0.31,0.22,0.15,0.58,0.28,0.49,0.56,0.61,0.67,1,1,1,1,0.13,1,1,1,0.98,0.9,1,0.44,1,0.62,0,0.11,0.8,0.48,0.32,0.21,0.5,0.34,0.25,0.33,0.32,0.33,0.5,0.49,0.57,0.49,0.82,0.8,0.21,0.12,0.01,0.94,0.43,0.34,0.67,0.66,0.02,0.1,0.97,0.12,0.1,0.28,0.86,0.1,0.37,0.78,0.09,0.23,0.32,0.23,0.03,0.86,0.27,0.06,0.48,0.18,0.07,0.06,0.73,0.5,0.42,0.17,0.67 +29,?,?,WebsterGrovescity,10,0.02,0.4,0.14,0.88,0.05,0.02,0.3,0.29,0.14,0.56,0.04,1,0.49,0.49,0.29,0.78,0.61,0.12,0.57,0.52,0.52,0.53,0.21,0.21,0.18,1,0.75,0.01,0.09,0.12,0.16,0.77,0.19,0.52,0.32,0.71,0.13,0.81,0.24,0.27,0.32,0.3,0.44,0.8,0.82,0.92,0.72,0.66,0.59,0,0.08,0,0.8,0.79,0.68,0.62,0.12,0.11,0.08,0.07,0.96,0.02,0.17,0.17,0.41,0.44,0.16,0.88,0.03,0.4,0.5,0.02,0.83,0.84,0.1,0.51,0.1,0.05,0.09,0.22,0.21,0.26,0.34,0.4,0.57,0.42,0.52,0.33,0.35,0,0,0.06,0.68,0.79,0.73,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.33,0.12,?,?,?,?,0,?,0.05 +39,?,?,Wilmingtoncity,10,0,0.37,0.11,0.9,0.04,0,0.52,0.54,0.44,0.48,0,0,0.23,0.45,0.51,0.45,0.56,0.52,0.58,0.28,0.24,0.24,0.23,0.06,0.16,0.06,0.31,0.01,0.39,0.29,0.38,0.27,0.41,0.47,0.44,0.51,0.61,0.39,0.5,0.43,0.59,0.58,0.4,0.53,0.59,0.66,0.61,0.58,0.68,0,0.15,0,0.37,0.44,0.44,0.48,0.03,0.03,0.03,0.03,0.97,0.01,0.1,0.09,0.33,0.42,0.27,0.48,0.06,0.55,0,0.01,0.84,0.44,0.11,0.45,0.42,0.51,0.39,0.1,0.09,0.09,0.1,0.18,0.19,0.17,0.4,0.13,0.4,0.01,0,0.03,0.86,0.51,0.65,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.19,0.03,?,?,?,?,0,?,0.17 +6,?,?,Ridgecrestcity,10,0.03,0.45,0.06,0.82,0.25,0.15,0.4,0.52,0.29,0.19,0,0,0.45,0.79,0.18,0.54,0.19,0.21,0.55,0.44,0.38,0.38,0.29,0.17,0.35,0.33,0.32,0.02,0.18,0.12,0.21,0.43,0.27,0.72,0.15,0.38,0.16,0.7,0.62,0.33,0.54,0.6,0.52,0.7,0.71,0.67,0.54,0.57,0.57,0.01,0.13,0.01,0.45,0.5,0.48,0.52,0.23,0.22,0.19,0.19,0.84,0.08,0.28,0.27,0.5,0.48,0.52,0.5,0.2,0.4,0.5,0.05,0.68,0.52,0.04,0.18,0.77,0.23,0.06,0.2,0.18,0.17,0.42,0.4,0.43,0.41,0.34,0.34,0.39,0,0,0.21,0.4,0.24,0.32,0.37,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.11,0.02,?,?,?,?,0,?,0.29 +12,?,?,Gulfportcity,10,0,0.1,0.06,0.93,0.03,0.04,0.12,0.2,0.12,1,0.02,1,0.16,0,0.27,0.6,1,0.2,0.89,0.21,0.3,0.29,0.17,0.22,0.2,0.21,0.4,0.01,0.26,0.3,0.48,0.23,0.35,0.13,0.24,0.39,0.42,0.3,0.74,0.25,0.61,0.69,0.1,0.4,0.42,0.54,0.52,0.86,0.86,0,0.07,0.01,0.11,0.14,0.18,0.19,0.07,0.08,0.1,0.09,0.81,0.12,0.04,0.04,0.1,0.07,0.19,0.64,0.07,0.88,0,0.06,0.26,0.66,0.04,0.33,0.44,0.23,0.06,0.09,0.07,0.07,0.28,0.27,0.27,0.29,0.7,0.54,0.29,0,0,0.28,0.1,0.55,0.61,0.45,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.35,0.08,?,?,?,?,0,?,0.54 +34,5,12940,Cinnaminsontownship,10,0.01,0.65,0.1,0.89,0.11,0.02,0.4,0.39,0.3,0.45,0.02,1,0.65,0.7,0.1,0.78,0.58,0.17,0.7,0.58,0.49,0.48,0.35,0.28,0.28,0.8,0.65,0,0.05,0.17,0.23,0.45,0.22,0.53,0.43,0.4,0.19,0.57,0.11,0.4,0.14,0.13,0.6,0.91,0.86,0.93,0.82,0.44,0.53,0,0.05,0,0.02,0.16,0.17,0.29,0.01,0.04,0.04,0.06,0.86,0.06,0.29,0.33,0.71,0.67,0.61,0.99,0.04,0.05,0.5,0,0.94,0.99,0.21,0.5,0.48,0.03,0,0.36,0.36,0.33,0.42,0.54,0.7,0.62,0.74,0.36,0.26,0,0,0.12,0.35,0.96,0.83,0.79,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.16,0.17,?,?,?,?,0,?,0.1 +6,?,?,SouthElMontecity,10,0.02,1,0.01,0.48,0.32,1,0.66,0.75,0.55,0.14,0.03,1,0.25,0.75,0.13,0.1,0.28,0.75,0.24,0.2,0.1,0.11,0.09,0.21,0.24,0.2,0.26,0.04,0.56,1,1,0.03,0.79,0.41,0.98,0.06,1,0.05,0.33,0.74,0.41,0.38,1,0.57,0.45,0.58,0.55,0.26,0.11,0.04,0.78,0.06,0.36,0.44,0.52,0.6,1,1,1,1,0,1,1,1,1,1,1,0.27,1,0.74,0,0,0.96,0.37,0.41,0.51,0.44,0.43,0.86,0.41,0.41,0.37,0.46,0.51,0.57,0.49,0.74,0.37,0.18,0,0.19,1,0.41,0.59,0.84,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.6,0.27,?,?,?,?,0,?,0.63 +24,?,?,Westminstercity,10,0,0.37,0.11,0.9,0.04,0.02,0.56,0.71,0.57,0.43,0,0,0.32,0.52,0.06,0.51,0.5,0.2,0.37,0.38,0.31,0.31,0.22,0.22,0.37,0.26,0.27,0.01,0.21,0.32,0.42,0.34,0.19,0.55,0.31,0.45,0.35,0.42,0.6,0.55,0.66,0.66,0.35,0.46,0.53,0.68,0.36,0.68,0.67,0,0.2,0,0.58,0.43,0.38,0.41,0.07,0.04,0.03,0.03,0.95,0.02,0.11,0.1,0.29,0.41,0.26,0.33,0.06,0.55,0.5,0.01,0.8,0.3,0.03,0.31,0.73,0.14,0,0.24,0.2,0.2,0.31,0.34,0.37,0.35,0.45,0.58,0.21,0.01,0,0.04,0.68,0.3,0.46,0.64,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.2,0.04,?,?,?,?,0,?,0.2 +48,?,?,Brownwoodcity,10,0.01,0.43,0.12,0.74,0.02,0.27,0.55,0.51,0.41,0.58,0,0,0.1,0.28,0.74,0.33,0.72,0.56,0.38,0.13,0.14,0.15,0.14,0.11,0.09,0.16,0.18,0.04,0.63,0.56,0.62,0.23,0.64,0.23,0.46,0.49,0.59,0.27,0.54,0.41,0.56,0.57,0.45,0.55,0.49,0.48,0.56,0.37,0.34,0.01,0.2,0,0.2,0.36,0.41,0.46,0.05,0.08,0.08,0.08,0.79,0.13,0.25,0.22,0.38,0.36,0.43,0.55,0.22,0.6,0,0.06,0.41,0.57,0.26,0.72,0.33,0.76,0.26,0.02,0.02,0.04,0.09,0.14,0.14,0.14,0.58,0.42,0.51,0,0,0.1,0.84,0.49,0.61,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.13,0.03,?,?,?,?,0,?,0.29 +36,27,5100,Beaconcity,10,0.01,0.52,0.29,0.68,0.04,0.26,0.34,0.47,0.27,0.42,0.02,1,0.35,0.49,0,0.41,0.53,0.33,0.59,0.37,0.29,0.31,0.25,0.36,0.22,0.3,0.33,0.01,0.3,0.44,0.51,0.24,0.46,0.42,0.53,0.33,0.43,0.32,0.43,0.57,0.48,0.47,0.55,0.51,0.52,0.67,0.41,0.51,0.49,0.02,0.59,0.01,0.2,0.39,0.4,0.41,0.1,0.17,0.16,0.15,0.72,0.17,0.32,0.29,0.5,0.54,0.46,0.52,0.19,0.5,0.5,0.02,0.76,0.51,0.34,0.62,0.08,0.42,0,0.31,0.28,0.25,0.3,0.39,0.45,0.38,0.53,0.68,0.72,0.03,0,0.2,0.81,0.61,0.66,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.23,0.23,?,?,?,?,0,?,0.27 +48,?,?,SouthHoustoncity,10,0.01,0.78,0.05,0.48,0.06,1,0.56,0.6,0.38,0.17,0.02,1,0.2,0.68,0.24,0.16,0.34,0.43,0.23,0.17,0.11,0.14,0.07,0.24,0.15,0.19,0.23,0.03,0.57,0.98,0.93,0.04,0.54,0.47,0.3,0.07,0.66,0.07,0.56,0.42,0.64,0.62,0.91,0.63,0.61,0.62,0.63,0.17,0.08,0.01,0.17,0.02,0.24,0.36,0.42,0.64,0.38,0.5,0.53,0.74,0.02,0.95,0.84,0.83,0.85,0.78,0.91,0.42,1,0.67,0,0.03,0.56,0.47,0.34,0.76,0.56,0.88,0.26,0.05,0.04,0.03,0.2,0.2,0.21,0.17,0.34,0.42,0.43,0,0,0.67,0.62,0.47,0.82,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.39,0.07,?,?,?,?,0,?,0.13 +6,?,?,SuisunCitycity,10,0.02,0.82,0.28,0.38,1,0.3,0.48,0.52,0.27,0.07,0.04,1,0.48,0.79,0.15,0.33,0.16,0.51,0.45,0.42,0.25,0.29,0.32,0.24,0.2,0.28,0.32,0.02,0.24,0.24,0.29,0.19,0.47,0.63,0.29,0.25,0.38,0.27,0.42,0.34,0.5,0.48,0.85,0.71,0.69,0.73,0.66,0.45,0.43,0.01,0.21,0.03,0.38,0.49,0.51,0.64,0.44,0.51,0.47,0.55,0.57,0.34,0.63,0.67,0.9,0.88,0.88,0.57,0.45,0.27,0.5,0.02,0.83,0.59,1,0.16,0.85,0.23,0.31,0.4,0.34,0.29,0.48,0.48,0.64,0.52,0.86,0.84,0.21,0,0,0.5,0.46,0.16,0.2,0.54,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.53,0.11,?,?,?,?,0,?,0.16 +6,?,?,SantaBarbaracity,10,0.12,0.35,0.04,0.66,0.14,0.58,0.32,0.54,0.38,0.49,0.14,1,0.36,0.48,0.42,0.57,0.49,0.28,0.44,0.4,0.47,0.55,0.3,0.22,0.35,0.24,0.3,0.1,0.33,0.35,0.35,0.53,0.26,0.58,0.24,0.53,0.22,0.5,0.59,0.68,0.68,0.66,0.43,0.52,0.5,0.66,0.5,0.54,0.53,0.05,0.3,0.13,0.52,0.57,0.6,0.62,0.82,0.79,0.76,0.72,0.48,0.58,0.51,0.36,0.35,0.37,0.39,0.26,0.49,0.76,0,0.1,0.81,0.27,0.04,0.19,0.42,0.15,0.47,0.9,0.96,1,0.66,0.67,0.87,0.65,0.81,0.87,0.14,0.18,0.11,0.67,0.39,0.37,0.57,0.59,0.02,0.14,0.97,0.16,0.05,0.25,0.55,0.14,0.82,0.76,0.06,0.25,0.67,0.27,0.02,0.57,0.28,0.05,0.38,0.22,0.03,0.03,0.63,0,0.37,0.19,0.32 +6,?,?,FountainValleycity,10,0.07,0.66,0.02,0.67,1,0.15,0.53,0.54,0.41,0.2,0.08,1,0.73,0.78,0.36,0.66,0.22,0.21,0.37,0.68,0.53,0.56,0.57,0.29,0.37,0.42,0.53,0.02,0.08,0.13,0.17,0.5,0.21,0.7,0.49,0.32,0.18,0.62,0.36,0.5,0.45,0.42,0.66,0.78,0.76,0.88,0.73,0.43,0.51,0.01,0.11,0.07,0.25,0.35,0.41,0.49,0.34,0.42,0.44,0.48,0.59,0.27,0.43,0.45,0.72,0.74,0.58,0.74,0.26,0.25,0.5,0.03,0.89,0.72,0.01,0.14,0.67,0.02,0.07,0.82,0.78,0.77,0.92,0.88,1,0.87,0.62,0.52,0.24,0,0.01,0.58,0.4,0.62,0.71,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.5,0.05,?,?,?,?,0,?,0.11 +6,?,?,ThousandOakscity,10,0.15,0.55,0.02,0.86,0.29,0.18,0.45,0.46,0.32,0.27,0.17,1,0.74,0.72,0.27,0.65,0.28,0.15,0.39,0.72,0.64,0.63,0.79,0.34,0.5,0.4,0.48,0.04,0.1,0.11,0.15,0.57,0.2,0.69,0.39,0.39,0.15,0.65,0.4,0.42,0.49,0.46,0.52,0.79,0.8,0.86,0.76,0.41,0.45,0.02,0.12,0.09,0.36,0.42,0.46,0.49,0.35,0.35,0.35,0.34,0.75,0.19,0.26,0.27,0.58,0.57,0.55,0.7,0.17,0.3,0.5,0.07,0.89,0.7,0,0.23,0.73,0.04,0.07,0.79,0.81,0.83,0.88,0.87,1,0.87,0.68,0.81,0.31,0,0,0.4,0.4,0.44,0.44,0.63,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.14,0.18,0.02,?,?,?,?,0,?,0.13 +6,?,?,ElCentrocity,10,0.03,0.76,0.09,0.39,0.15,1,0.56,0.55,0.34,0.23,0,0,0.22,0.53,0.48,0.19,0.38,0.83,0.33,0.22,0.16,0.23,0.2,0.15,0.25,0.18,0.23,0.06,0.62,0.8,0.72,0.2,0.98,0.3,0.12,0.51,0.36,0.4,0.43,0.43,0.56,0.52,0.88,0.56,0.55,0.51,0.62,0.18,0.14,0.03,0.36,0.06,0.32,0.36,0.39,0.41,0.66,0.65,0.63,0.62,0,0.96,0.72,0.7,0.8,0.81,0.77,0.4,0.99,0.62,0,0.03,0.8,0.41,0.2,0.34,0.67,0.33,0.22,0.17,0.16,0.15,0.24,0.28,0.32,0.3,0.77,0.46,0.26,0.03,0,0.87,0.48,0.48,0.65,0.67,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.42,0.03,?,?,?,?,0,?,0.29 +55,79,17975,Cudahycity,10,0.01,0.36,0.01,0.97,0.04,0.04,0.35,0.47,0.28,0.47,0.03,1,0.3,0.54,0.11,0.63,0.56,0.27,0.73,0.3,0.27,0.26,0.03,0.15,0.28,0.22,0.26,0.01,0.15,0.3,0.39,0.13,0.28,0.57,0.61,0.34,0.6,0.27,0.51,0.43,0.43,0.48,0.44,0.62,0.67,0.74,0.61,0.8,0.76,0.01,0.16,0,0.14,0.15,0.26,0.24,0.03,0.03,0.05,0.04,0.88,0.06,0.13,0.13,0.4,0.49,0.3,0.55,0.08,0.48,0.5,0.01,0.92,0.5,0.08,0.47,0.31,0.14,0.49,0.14,0.12,0.09,0.26,0.27,0.29,0.26,0.3,0.41,0.51,0,0,0.1,0.89,0.72,0.94,0.88,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.33,0.26,?,?,?,?,0,?,0.09 +34,27,49080,MountOlivetownship,10,0.02,0.45,0.06,0.91,0.14,0.06,0.38,0.57,0.35,0.15,0.03,0.85,0.56,0.87,0.23,0.6,0.18,0.06,0.22,0.54,0.5,0.49,0.45,0.47,0.37,0.57,0.52,0,0.06,0.11,0.17,0.48,0.18,0.83,0.39,0.29,0.26,0.54,0.42,0.42,0.4,0.42,0.55,0.82,0.85,0.86,0.73,0.36,0.54,0,0.09,0.01,0.36,0.42,0.47,0.47,0.22,0.23,0.23,0.21,0.84,0.11,0.16,0.16,0.49,0.76,0.24,0.53,0.06,0.59,0,0.03,0.75,0.41,0.08,0.34,0.69,0.05,0.13,0.45,0.44,0.39,0.71,0.59,0.6,0.57,0.27,0.71,1,0,0,0.26,0.61,0.54,0.55,0.65,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.06,0.07,?,?,?,?,0,?,0.08 +29,?,?,Grandviewcity,10,0.02,0.46,0.33,0.71,0.06,0.03,0.5,0.57,0.38,0.21,0.04,1,0.35,0.8,0.42,0.43,0.26,0.18,0.44,0.36,0.31,0.31,0.33,0.28,0.27,0.25,0.36,0.01,0.16,0.13,0.23,0.27,0.28,0.74,0.37,0.34,0.39,0.34,0.6,0.43,0.65,0.65,0.51,0.58,0.59,0.7,0.5,0.84,0.84,0.01,0.28,0,0.13,0.21,0.2,0.19,0.02,0.02,0.02,0.02,0.92,0.07,0.25,0.24,0.49,0.57,0.36,0.59,0.11,0.43,0.5,0.05,0.58,0.54,0.12,0.26,0.63,0.19,0.1,0.12,0.11,0.1,0.26,0.25,0.26,0.25,0.39,0.2,0.19,0,0,0.05,0.57,0.51,0.63,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.14,0.04,?,?,?,?,0,?,0.17 +29,?,?,Hazelwoodcity,10,0.01,0.31,0.21,0.82,0.06,0.02,0.32,0.52,0.3,0.32,0.02,1,0.39,0.73,0.29,0.59,0.36,0.1,0.51,0.4,0.37,0.36,0.42,0.17,0.21,0.35,0.6,0.01,0.1,0.2,0.29,0.32,0.21,0.73,0.59,0.27,0.28,0.47,0.55,0.42,0.63,0.62,0.4,0.61,0.64,0.79,0.55,0.73,0.74,0,0.15,0,0.12,0.16,0.24,0.24,0.02,0.02,0.03,0.03,0.94,0.03,0.14,0.13,0.35,0.45,0.22,0.62,0.05,0.48,0.5,0.02,0.77,0.56,0.06,0.18,0.56,0.04,0,0.16,0.13,0.11,0.41,0.37,0.39,0.39,0.15,0.13,0.26,0,0,0.07,0.71,0.64,0.68,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.26,0.04,?,?,?,?,0,?,0.17 +34,19,62250,Readingtontownship,10,0.01,0.57,0.01,0.97,0.11,0.03,0.39,0.42,0.27,0.24,0,0,0.84,0.8,0.57,0.72,0.3,0.08,0.3,0.78,0.67,0.64,0.55,0,0.53,1,1,0,0.02,0.15,0.2,0.57,0.11,0.75,0.44,0.36,0.22,0.7,0.2,0.38,0.16,0.18,0.58,0.94,0.94,0.98,0.92,0.26,0.4,0,0.01,0.01,0.18,0.32,0.33,0.28,0.09,0.13,0.12,0.1,0.86,0.06,0.23,0.25,0.63,0.64,0.4,0.89,0.04,0.21,0.5,0.01,0.88,0.86,0.13,0.75,0.71,0.06,0.23,0.61,0.67,0.67,0.66,0.77,0.94,0.82,0.6,0.62,0.53,0.01,0,0.2,0.67,0.69,0.53,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.14,0.02,0.06,?,?,?,?,0,?,0.02 +34,3,25770,Garfieldcity,10,0.03,0.33,0.04,0.91,0.1,0.17,0.26,0.47,0.27,0.6,0.04,1,0.33,0.5,0.18,0.52,0.63,0.15,0.48,0.35,0.34,0.33,0.29,0.09,0.3,0.31,0.39,0.02,0.18,0.78,0.7,0.17,0.39,0.5,0.65,0.13,0.66,0.23,0.39,0.5,0.39,0.4,0.42,0.64,0.67,0.75,0.62,0.29,0.43,0,0.09,0.04,0.38,0.43,0.47,0.48,0.65,0.64,0.64,0.6,0.33,0.51,0.19,0.16,0.37,0.41,0.39,0.28,0.16,0.78,0,0.03,0.84,0.28,0.06,0.57,0.04,0.12,0.34,0.47,0.44,0.39,0.48,0.51,0.57,0.52,0.38,0.84,1,0,0,0.72,0.61,0.68,0.7,0.72,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,1,0.26,?,?,?,?,0,?,0.12 +34,35,76940,Warrentownship,10,0,0.65,0.02,0.87,0.47,0.04,0.36,0.34,0.23,0.3,0.01,0.35,1,0.78,0.4,0.76,0.35,0.04,0.44,0.95,0.91,0.89,0.5,0,0.76,0.14,0.48,0,0,0.11,0.15,0.71,0.22,0.6,0.3,0.44,0.1,0.77,0.12,0.33,0.09,0.1,0.58,0.99,0.94,0.99,0.87,0.22,0.38,0,0.04,0.01,0.17,0.26,0.27,0.26,0.15,0.19,0.18,0.16,0.72,0.14,0.26,0.3,0.7,0.69,0.45,0.95,0.02,0.09,1,0.01,0.86,0.93,0.26,0.5,0.54,0.01,0.36,0.8,0.92,1,0.65,0.74,1,0.92,0.4,0.55,0.54,0,0,0.36,0.58,0.68,0.46,0.73,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.05,0.14,?,?,?,?,0,?,0.04 +42,91,21600,EastNorritontownship,10,0.01,0.45,0.08,0.91,0.11,0.01,0.29,0.39,0.23,0.52,0.02,1,0.58,0.69,0.05,0.67,0.55,0.09,0.59,0.57,0.48,0.46,0.44,0.36,0.45,0.62,0.59,0,0.03,0.16,0.26,0.43,0.06,0.62,0.46,0.39,0.24,0.58,0.28,0.33,0.24,0.26,0.47,0.89,0.87,0.97,0.94,0.44,0.55,0,0.06,0,0.09,0.18,0.18,0.23,0.03,0.05,0.05,0.06,0.89,0.04,0.2,0.2,0.47,0.56,0.14,0.82,0.03,0.28,0.5,0.01,0.85,0.74,0,0.22,0.54,0,0.06,0.36,0.35,0.35,0.71,0.62,0.65,0.61,0.42,0.51,0.42,0,0,0.13,0.85,0.7,0.76,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.18,0.08,?,?,?,?,0,?,0.03 +29,?,?,BellefontaineNeighborscity,10,0,0.33,0.16,0.87,0.02,0.01,0.15,0.28,0.12,0.88,0.02,1,0.33,0.28,0.2,0.66,0.85,0.14,0.95,0.35,0.31,0.31,0.29,0.38,0.04,0.38,0.33,0,0.08,0.65,0.59,0.17,0.29,0.29,0.43,0.32,0.39,0.39,0.23,0.34,0.24,0.25,0.3,0.77,0.81,0.91,0.73,0.72,0.7,0,0.06,0,0,0,0.5,0.43,0,0,0.02,0.02,0.96,0,0.12,0.12,0.32,0.29,0.41,0.94,0.05,0.49,0.5,0,0.94,0.95,0,0.52,0.35,0.02,0,0.13,0.09,0.07,0.35,0.36,0.36,0.39,0.2,0.23,0.24,0,0,0.02,0.87,0.88,0.78,0.93,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.21,0.08,?,?,?,?,0,?,0.14 +19,?,?,Newtoncity,10,0.01,0.29,0,0.99,0.04,0.01,0.36,0.39,0.22,0.57,0,0,0.28,0.45,0.8,0.6,0.6,0.27,0.6,0.31,0.3,0.29,0.23,0.73,0.1,0.62,0.46,0.01,0.19,0.28,0.35,0.24,0.21,0.49,0.82,0.35,0.55,0.3,0.43,0.21,0.4,0.43,0.32,0.68,0.7,0.7,0.62,0.79,0.8,0,0.09,0,0.57,0.42,0.39,0.59,0.05,0.03,0.03,0.04,0.95,0.04,0.07,0.08,0.31,0.38,0.15,0.71,0.04,0.52,0.5,0.01,0.87,0.65,0.03,0.5,0.35,0.16,0.05,0.07,0.06,0.07,0.13,0.17,0.17,0.13,0.17,0.07,0.28,0,0,0.03,0.84,0.61,0.75,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.14,0.01,?,?,?,?,0,?,0.04 +34,29,5300,Berkeleytownship,10,0.04,0.16,0.02,0.98,0.01,0.03,0.06,0.05,0.03,1,0.05,0.89,0.19,0,0.12,0.72,1,0.15,1,0.2,0.3,0.28,0.31,0.16,0.5,0.33,0.39,0.01,0.11,0.47,0.68,0.09,0.47,0,0.19,0.41,0.35,0.28,0.12,0.05,0.08,0.1,0.06,0.81,0.78,0.9,0.74,0.58,0.68,0,0.04,0.02,0.01,0.01,0.02,0.03,0,0,0.01,0.01,0.79,0.1,0.07,0.08,0.17,0.14,0.32,0.95,0.02,0.85,0,0.12,0.52,0.96,0.04,0.77,0.83,0.05,0.24,0.25,0.23,0.21,0.39,0.54,0.6,0.64,1,0.7,0.75,0,0,0.23,0.59,0.64,0.48,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.07,0.11,?,?,?,?,0,?,0.04 +33,7,5140,Berlincity,10,0,0.3,0,0.99,0.03,0.01,0.34,0.39,0.24,0.66,0,0,0.22,0.29,0.15,0.53,0.68,0.4,0.62,0.27,0.24,0.23,0.17,0.29,0.19,0.28,0.3,0.01,0.28,0.6,0.62,0.09,0.58,0.32,0.7,0.38,0.73,0.2,0.4,0.35,0.3,0.36,0.33,0.66,0.69,0.59,0.63,0.37,0.57,0,0.13,0.01,0.02,0.02,0.01,0.02,0.01,0.01,0,0.01,0.28,0.15,0.03,0.05,0.32,0.43,0.18,0.59,0.04,0.55,0,0.02,0.65,0.52,0.18,0.63,0,0.29,0.21,0.12,0.12,0.12,0.17,0.2,0.2,0.17,0.55,0.29,0.49,0,0,0.19,0.82,0.8,0.86,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.18,0.02,0.01,?,?,?,?,0,?,0.06 +35,?,?,Alamogordocity,10,0.03,0.43,0.12,0.74,0.11,0.46,0.42,0.53,0.31,0.35,0,0,0.21,0.58,0.24,0.42,0.35,0.3,0.75,0.21,0.21,0.22,0.24,0.06,0.13,0.21,0.24,0.03,0.35,0.26,0.3,0.26,0.49,0.45,0.13,0.43,0.31,0.39,0.59,0.25,0.54,0.58,0.45,0.66,0.65,0.68,0.64,0.43,0.45,0.01,0.18,0.01,0.17,0.21,0.24,0.23,0.07,0.08,0.08,0.07,0.65,0.12,0.23,0.22,0.46,0.47,0.45,0.57,0.19,0.43,0.5,0.08,0.47,0.56,0.14,0.49,0.63,0.52,0.18,0.1,0.1,0.09,0.2,0.21,0.24,0.21,0.43,0.45,0.19,0,0,0.18,0.26,0.39,0.38,0.1,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.13,0.01,?,?,?,?,0,?,0.2 +36,23,18388,Cortlandcity,10,0.02,0.55,0.03,0.96,0.03,0.02,0.97,0.91,0.96,0.42,0,0,0.18,0.48,0.05,0.47,0.56,0.43,0.48,0.26,0.17,0.16,0.13,0.13,0.22,0.14,0.18,0.03,0.53,0.28,0.43,0.34,0.39,0.3,0.48,0.75,0.46,0.45,0.47,0.82,0.38,0.44,0.42,0.48,0.52,0.41,0.48,0.54,0.59,0.01,0.2,0,0.26,0.24,0.27,0.26,0.06,0.05,0.05,0.04,0.91,0.04,0.18,0.2,0.35,0.42,0.34,0.33,0.07,0.54,0.5,0.02,0.81,0.32,0.29,0.41,0,0.5,0.06,0.13,0.12,0.11,0.22,0.25,0.26,0.24,0.66,0.36,0.68,0.03,0,0.1,0.86,0.37,0.41,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.42,0.05,?,?,?,?,0,?,0.08 +54,?,?,Charlestoncity,10,0.08,0.23,0.28,0.76,0.08,0.01,0.32,0.37,0.22,0.61,0.09,1,0.2,0.29,0.08,0.46,0.65,0.5,0.71,0.28,0.37,0.4,0.19,0.25,0.64,0.07,0.43,0.1,0.49,0.31,0.39,0.46,0.47,0.31,0.16,0.57,0.2,0.61,0.64,0.4,0.63,0.67,0.32,0.41,0.45,0.42,0.45,0.31,0.35,0.05,0.39,0.01,0.26,0.3,0.31,0.3,0.03,0.03,0.03,0.03,0.94,0.03,0.11,0.09,0.24,0.31,0.2,0.49,0.05,0.55,0,0.15,0.59,0.45,0.25,0.62,0.25,0.49,0.23,0.1,0.12,0.15,0.1,0.17,0.21,0.17,0.4,0.11,0.18,0.09,0.03,0.05,0.81,0.62,0.76,0.74,0.02,0.27,0.97,0.29,0.05,0.34,0.43,0.27,0.9,0.82,0.29,0,0,0.2,0.06,0.29,0.46,0.08,0.16,0.29,0.09,0.01,0.56,0,1,0.12,0.56 +6,?,?,Tustincity,10,0.07,0.5,0.11,0.59,0.64,0.38,0.42,0.68,0.47,0.21,0.08,1,0.44,0.79,0.23,0.44,0.22,0.22,0.26,0.43,0.45,0.5,0.31,0.32,0.34,0.27,0.37,0.03,0.17,0.18,0.22,0.41,0.25,0.8,0.45,0.31,0.29,0.48,0.54,0.56,0.77,0.69,0.51,0.6,0.63,0.79,0.51,0.71,0.68,0.02,0.25,0.07,0.47,0.67,0.72,0.76,0.71,0.89,0.87,0.84,0.52,0.47,0.41,0.35,0.49,0.45,0.56,0.21,0.52,0.72,0,0.05,0.82,0.26,0.09,0.15,0.65,0.07,0.13,0.63,0.69,0.66,0.79,0.7,0.82,0.68,0.6,0.66,0.18,0.02,0.02,0.64,0.33,0.21,0.47,0.39,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.38,0.13,?,?,?,?,0,?,0.14 +47,?,?,Smyrnatown,10,0.01,0.53,0.13,0.89,0.02,0.02,0.48,0.55,0.32,0.21,0,0,0.32,0.73,0.06,0.26,0.27,0.31,0.36,0.31,0.23,0.23,0.14,0.18,0.19,0.25,0.54,0.01,0.28,0.33,0.51,0.16,0.29,0.65,0.63,0.12,0.6,0.23,0.59,0.3,0.67,0.66,0.51,0.57,0.58,0.59,0.56,0.55,0.65,0.01,0.3,0,0,0,0.11,0.09,0,0,0.01,0,0.99,0,0.17,0.19,0.56,0.57,0.55,0.45,0.12,0.42,0.5,0.02,0.63,0.46,0.11,0.36,0.79,0.48,0.34,0.15,0.14,0.13,0.27,0.29,0.29,0.32,0.35,0.42,0.22,0,0,0.02,0.6,0.28,0.44,0.53,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.06,0.01,?,?,?,?,0,?,0.12 +4,?,?,ApacheJunctioncity,10,0.01,0.28,0.01,0.95,0.02,0.1,0.26,0.27,0.15,0.96,0.03,1,0.13,0.13,0.15,0.39,0.88,0.29,0.85,0.14,0.16,0.15,0.13,0.23,0.25,0.32,0.27,0.03,0.44,0.35,0.52,0.1,0.43,0.14,0.28,0.23,0.5,0.17,0.69,0.12,0.54,0.62,0.23,0.51,0.52,0.52,0.56,0.52,0.66,0.01,0.1,0,0,0.34,0.35,0.39,0,0.05,0.05,0.05,0.91,0.01,0.17,0.16,0.29,0.23,0.48,0.69,0.26,0.87,0,0.27,0,0.74,0.43,0.31,0.83,0.56,0.3,0.12,0.09,0.08,0.23,0.22,0.24,0.26,0.6,0.59,0.53,0,0,0.06,0.13,0.38,0.27,0.27,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.09,0.02,?,?,?,?,0,?,0.16 +6,?,?,Novatocity,10,0.06,0.42,0.05,0.85,0.31,0.13,0.32,0.42,0.24,0.3,0.08,1,0.56,0.68,0.38,0.65,0.33,0.21,0.52,0.56,0.56,0.57,0.35,0.35,0.39,0.32,0.45,0.02,0.1,0.1,0.12,0.51,0.12,0.72,0.16,0.43,0.19,0.55,0.46,0.36,0.6,0.56,0.43,0.71,0.76,0.79,0.7,0.55,0.57,0.01,0.12,0.04,0.35,0.42,0.46,0.5,0.28,0.3,0.29,0.29,0.75,0.12,0.14,0.15,0.45,0.42,0.52,0.51,0.15,0.4,0.5,0.03,0.91,0.54,0.01,0.18,0.67,0.02,0.13,0.74,0.76,0.79,0.78,0.75,0.94,0.77,0.68,0.69,0.19,0,0,0.34,0.47,0.4,0.49,0.57,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.14,0.44,?,?,?,?,0,?,0.16 +13,?,?,Lawrencevillecity,10,0.01,0.47,0.11,0.88,0.11,0.03,0.37,0.54,0.29,0.23,0.03,1,0.38,0.73,0.19,0.34,0.28,0.23,0.25,0.39,0.32,0.32,0.23,0.33,0.28,0.22,0.26,0.01,0.22,0.28,0.42,0.33,0.23,0.7,0.3,0.2,0.41,0.37,0.58,0.28,0.65,0.64,0.5,0.66,0.67,0.76,0.62,0.51,0.65,0.01,0.17,0,0.53,0.62,0.52,0.72,0.11,0.11,0.09,0.11,0.93,0.1,0.17,0.17,0.51,0.55,0.47,0.49,0.13,0.45,0.5,0.02,0.71,0.48,0.06,0.29,0.88,0.37,0.14,0.2,0.19,0.19,0.38,0.36,0.36,0.41,0.41,0.5,0.29,0.01,0,0.08,0.52,0.24,0.32,0.32,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.11,0.01,?,?,?,?,0,?,0.15 +6,?,?,Westminstercity,10,0.11,0.68,0.02,0.54,1,0.35,0.45,0.58,0.4,0.29,0.12,1,0.49,0.67,0.16,0.45,0.34,0.48,0.48,0.46,0.36,0.42,0.35,0.27,0.24,0.28,0.33,0.08,0.29,0.35,0.42,0.28,0.34,0.59,0.57,0.21,0.42,0.4,0.42,0.55,0.51,0.48,0.73,0.67,0.62,0.77,0.69,0.46,0.43,0.03,0.19,0.15,0.5,0.57,0.65,0.74,1,1,1,1,0.34,0.77,0.76,0.73,0.74,0.62,0.9,0.48,0.67,0.51,0.5,0.04,0.91,0.55,0.29,0.14,0.58,0.07,0.19,0.62,0.6,0.58,0.76,0.69,0.84,0.67,0.77,0.54,0.18,0,0,0.87,0.36,0.48,0.63,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.65,0.11,?,?,?,?,0,?,0.2 +41,?,?,Ashlandcity,10,0.01,0.29,0.01,0.94,0.13,0.04,0.63,0.57,0.54,0.45,0,0,0.2,0.43,0.27,0.62,0.46,0.22,0.56,0.27,0.26,0.26,0.09,0.16,0.11,0.12,0.2,0.02,0.46,0.1,0.15,0.7,0.38,0.44,0.13,0.74,0.19,0.63,0.61,0.61,0.74,0.72,0.28,0.42,0.53,0.64,0.3,0.63,0.79,0,0.13,0.01,0.93,0.74,0.69,0.63,0.34,0.24,0.2,0.17,0.92,0.03,0.09,0.07,0.24,0.34,0.2,0.44,0.08,0.63,0,0.02,0.82,0.4,0.02,0.24,0.54,0.26,0.37,0.24,0.25,0.27,0.23,0.28,0.32,0.26,0.7,0.58,0.43,0,0,0.15,0.25,0.28,0.34,0.28,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.21,0.06,?,?,?,?,0,?,0.06 +34,21,33180,Hopewelltownship,10,0,0.59,0.08,0.91,0.08,0.02,0.36,0.34,0.23,0.38,0,0.19,0.89,0.7,1,0.9,0.46,0.06,0.6,0.85,0.84,0.83,0.27,0.29,0.38,1,1,0,0.03,0.12,0.17,0.76,0.06,0.6,0.25,0.8,0.08,0.87,0.21,0.44,0.15,0.18,0.49,0.94,0.94,0.96,0.93,0.49,0.49,0,0.03,0,0.13,0.11,0.13,0.15,0.05,0.04,0.04,0.04,0.87,0.05,0.15,0.18,0.59,0.58,0.34,0.94,0.02,0.09,0.5,0.01,0.88,0.92,0.1,0.45,0.44,0,0.13,0.57,0.61,0.7,0.54,0.57,0.73,0.64,0.78,0.39,0.46,0,0,0.16,0.58,0.85,0.78,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.17,0.02,0.17,?,?,?,?,0,?,0.18 +18,?,?,FortWaynecity,10,0.26,0.35,0.33,0.7,0.06,0.05,0.42,0.53,0.34,0.42,0.27,1,0.24,0.58,0.2,0.46,0.49,0.27,0.46,0.27,0.26,0.28,0.22,0.19,0.24,0.24,0.31,0.18,0.3,0.25,0.39,0.24,0.38,0.56,0.49,0.34,0.53,0.34,0.64,0.48,0.64,0.67,0.46,0.44,0.47,0.51,0.42,0.69,0.73,0.16,0.41,0.03,0.35,0.36,0.39,0.44,0.05,0.05,0.05,0.05,0.93,0.04,0.26,0.22,0.36,0.44,0.28,0.55,0.1,0.53,0.5,0.4,0.6,0.51,0.42,0.38,0.38,0.46,0.13,0.06,0.06,0.07,0.22,0.23,0.25,0.23,0.38,0.13,0.26,0.06,0.03,0.06,0.7,0.53,0.74,0.69,0.05,0.15,0.93,0.2,0.03,0.07,0.14,0.15,0.96,0.66,0.45,0.09,0,0.37,0.06,0.71,0.5,0.18,0.23,0.12,0.12,0.03,0.94,0.5,0.57,0.06,0.23 +25,27,51825,Oxfordtown,10,0,0.52,0.01,0.98,0.04,0.01,0.43,0.48,0.28,0.33,0.01,0.67,0.41,0.68,0.12,0.41,0.45,0.34,0.4,0.4,0.31,0.3,0.7,0.07,0.58,0.22,0.42,0,0.11,0.26,0.44,0.25,0.42,0.6,0.52,0.29,0.47,0.33,0.36,0.35,0.4,0.4,0.57,0.73,0.74,0.69,0.7,0.53,0.67,0,0.09,0,0.28,0.33,0.3,0.33,0.06,0.06,0.05,0.05,0.91,0.04,0.2,0.21,0.56,0.64,0.32,0.74,0.06,0.42,0.5,0.01,0.89,0.68,0.14,0.53,0.5,0.08,0.34,0.32,0.29,0.26,0.29,0.4,0.46,0.41,0.4,0.63,0.54,0,0,0.09,0.89,0.79,0.9,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.08,0.04,0.03,?,?,?,?,0,?,0.18 +6,?,?,SantaClaritacity,10,0.16,0.56,0.03,0.81,0.25,0.25,0.41,0.5,0.31,0.17,0.17,1,0.68,0.81,0.21,0.51,0.2,0.16,0.28,0.65,0.55,0.56,0.5,0.32,0.4,0.34,0.45,0.04,0.08,0.12,0.19,0.41,0.17,0.77,0.43,0.31,0.22,0.54,0.43,0.4,0.49,0.48,0.58,0.79,0.8,0.86,0.69,0.48,0.51,0.03,0.17,0.08,0.36,0.4,0.44,0.47,0.29,0.29,0.28,0.28,0.74,0.22,0.31,0.31,0.59,0.58,0.58,0.72,0.24,0.44,0.5,0.14,0.75,0.72,0.04,0.23,0.83,0.04,0.06,0.6,0.62,0.63,0.8,0.77,0.91,0.79,0.58,0.84,0.44,0,0,0.34,0.51,0.32,0.73,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.12,0.23,0.04,?,?,?,?,0,?,0.26 +6,?,?,Camarillocity,10,0.07,0.56,0.03,0.8,0.39,0.22,0.35,0.37,0.22,0.57,0.08,1,0.6,0.51,0.32,0.66,0.54,0.21,0.76,0.58,0.51,0.52,0.4,0.25,0.39,0.4,0.44,0.02,0.1,0.15,0.19,0.43,0.18,0.52,0.37,0.37,0.22,0.57,0.41,0.3,0.44,0.44,0.54,0.79,0.79,0.84,0.81,0.41,0.5,0.01,0.11,0.04,0.36,0.35,0.38,0.45,0.29,0.25,0.24,0.27,0.74,0.19,0.47,0.46,0.59,0.56,0.63,0.66,0.23,0.44,0.5,0.03,0.89,0.68,0,0.22,0.75,0.03,0.02,0.7,0.67,0.63,0.84,0.78,0.94,0.81,0.67,0.72,0.26,0,0,0.34,0.41,0.46,0.58,0.7,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.24,0.01,?,?,?,?,0,?,0.11 +39,7,18350,Conneautcity,10,0.01,0.41,0.02,0.98,0.02,0.01,0.43,0.43,0.28,0.58,0,0,0.16,0.31,0.16,0.42,0.68,0.5,0.67,0.18,0.17,0.16,0.16,0.16,0.16,0,0.07,0.02,0.5,0.22,0.47,0.08,0.75,0.25,0.87,0.31,0.8,0.2,0.47,0.26,0.43,0.46,0.47,0.64,0.65,0.56,0.62,0.35,0.36,0,0.13,0,0,0,0,0,0,0,0,0,0.94,0.05,0.22,0.21,0.45,0.42,0.5,0.63,0.06,0.41,0.5,0.03,0.54,0.65,0.39,0.9,0.06,0.4,0.3,0.04,0.04,0.04,0.1,0.11,0.11,0.16,0.4,0.16,0.37,0,0,0.04,0.73,0.71,0.84,0.78,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.04,0.04,?,?,?,?,0,?,0.04 +6,?,?,SanDiegocity,10,1,0.48,0.18,0.5,0.72,0.38,0.47,0.64,0.46,0.32,1,1,0.36,0.6,0.22,0.49,0.33,0.42,0.49,0.37,0.39,0.48,0.27,0.21,0.24,0.22,0.29,1,0.35,0.28,0.29,0.48,0.34,0.57,0.3,0.47,0.23,0.53,0.55,0.69,0.64,0.61,0.56,0.55,0.54,0.61,0.52,0.38,0.36,0.72,0.37,1,0.41,0.48,0.54,0.6,0.6,0.62,0.63,0.64,0.5,0.42,0.5,0.39,0.46,0.48,0.48,0.34,0.48,0.67,0,1,0.77,0.36,0.15,0.15,0.65,0.14,0.37,0.45,0.49,0.58,0.51,0.53,0.65,0.51,0.69,0.71,0.18,1,1,0.62,0.31,0.31,0.51,0.41,0.29,0.1,0.89,0.03,0.3,0.09,0.28,0.1,0.84,0.57,0.19,0.39,0.6,0.43,0.18,0.93,0.97,0.95,0.29,0.25,0.69,0.62,0,0.5,0.37,0.22,0.48 +34,25,30690,Hazlettownship,10,0.02,0.66,0.02,0.93,0.21,0.07,0.43,0.44,0.3,0.36,0.03,1,0.64,0.73,0.14,0.61,0.49,0.14,0.59,0.62,0.42,0.4,0.54,0,0.42,0.69,0.58,0,0.05,0.2,0.35,0.28,0.3,0.61,0.28,0.36,0.31,0.37,0.17,0.4,0.23,0.21,0.69,0.91,0.87,0.95,0.89,0.39,0.5,0,0.07,0.01,0.07,0.12,0.2,0.23,0.04,0.05,0.08,0.08,0.84,0.05,0.33,0.36,0.71,0.74,0.26,0.94,0.05,0.25,0.5,0.01,0.95,0.9,0.2,0.47,0.5,0.04,0.05,0.45,0.41,0.36,0.21,0.25,0.68,0.27,0.83,0.54,0.44,0.02,0,0.21,0.54,0.89,0.77,0.74,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.33,0.67,?,?,?,?,0,?,0.03 +37,?,?,Concordcity,10,0.03,0.37,0.4,0.68,0.03,0.01,0.39,0.47,0.34,0.55,0.04,1,0.23,0.52,0.17,0.36,0.56,0.35,0.44,0.27,0.28,0.32,0.19,0.17,0.29,0.24,0.17,0.03,0.31,0.47,0.59,0.22,0.22,0.52,0.64,0.25,0.72,0.27,0.6,0.37,0.52,0.57,0.38,0.49,0.46,0.54,0.62,0.64,0.73,0.03,0.42,0,0.46,0.68,0.59,0.57,0.04,0.05,0.04,0.04,0.97,0.03,0.17,0.16,0.37,0.37,0.38,0.53,0.15,0.58,0,0.04,0.73,0.53,0.27,0.59,0.4,0.31,0.12,0.09,0.1,0.13,0.16,0.21,0.23,0.24,0.3,0.38,0.42,0.01,0.01,0.03,0.78,0.59,0.71,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.1,0,?,?,?,?,0,?,0.3 +5,?,?,LittleRockcity,10,0.27,0.32,0.66,0.46,0.05,0.01,0.39,0.51,0.32,0.39,0.28,1,0.25,0.58,0.31,0.41,0.41,0.26,0.42,0.3,0.35,0.47,0.2,0.34,0.3,0.53,0.46,0.23,0.38,0.21,0.3,0.49,0.31,0.55,0.21,0.63,0.29,0.55,0.64,0.45,0.71,0.71,0.43,0.42,0.41,0.52,0.38,0.71,0.72,0.19,0.53,0.02,0.53,0.51,0.57,0.6,0.08,0.07,0.07,0.06,0.95,0.03,0.23,0.19,0.33,0.41,0.27,0.5,0.14,0.54,0.5,0.45,0.57,0.46,0.71,0.45,0.6,0.35,0.29,0.1,0.11,0.14,0.21,0.24,0.26,0.28,0.52,0.36,0.4,0.08,0,0.06,0.73,0.49,0.7,0.7,0.01,0.03,0.99,0.03,0.01,0.03,0.17,0.03,0.63,0.71,0.46,0,0,0.32,0.01,0.29,0,0.3,0.14,0.08,0.09,0.02,0.39,0,0.41,0.05,1 +5,?,?,Jacksonvillecity,10,0.03,0.59,0.33,0.69,0.14,0.04,0.49,0.69,0.45,0.15,0.05,1,0.22,0.75,0.21,0.34,0.25,0.21,0.56,0.21,0.18,0.19,0.18,0.13,0.16,0.25,0.28,0.03,0.3,0.19,0.28,0.18,0.38,0.65,0.28,0.3,0.46,0.31,0.46,0.31,0.52,0.51,0.55,0.7,0.71,0.73,0.63,0.57,0.6,0.01,0.24,0.01,0.48,0.51,0.48,0.47,0.11,0.1,0.09,0.08,0.92,0.03,0.19,0.21,0.58,0.52,0.64,0.29,0.19,0.44,0.5,0.05,0.61,0.34,0.07,0.36,0.67,0.47,0.25,0.1,0.09,0.08,0.2,0.21,0.22,0.24,0.41,0.41,0.31,0,0,0.09,0.4,0.26,0.35,0.11,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.06,0.12,0.03,?,?,?,?,0,?,0.34 +45,?,?,GooseCreekcity,10,0.02,0.8,0.25,0.74,0.16,0.07,0.41,0.58,0.25,0.01,0.04,1,0.3,0.95,0.25,0.33,0.06,0.13,0.31,0.24,0.16,0.17,0.17,0.17,0.13,0.3,0.26,0.02,0.23,0.13,0.2,0.21,0.12,0.72,0.38,0.28,0.42,0.32,0.23,0.13,0.24,0.24,0.88,0.9,0.9,0.81,0.75,0.23,0.19,0,0.09,0.01,0.35,0.36,0.44,0.45,0.09,0.08,0.09,0.08,0.92,0.03,0.41,0.45,0.88,0.69,1,0.25,0.17,0.2,0.5,0.01,0.88,0.33,0,0.53,0.67,0.14,0,0.14,0.13,0.13,0.39,0.34,0.32,0.29,0.24,0.56,0.08,0,0,0.1,0.23,0.13,0,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.07,0.02,?,?,?,?,0,?,0.1 +38,105,86220,Willistoncity,10,0.01,0.39,0,0.94,0.01,0.01,0.41,0.4,0.23,0.47,0,0,0.18,0.5,1,0.53,0.53,0.35,0.29,0.23,0.22,0.22,0,0.07,0.61,0.04,0.09,0.02,0.38,0.43,0.4,0.27,0.35,0.49,0.03,0.51,0.3,0.35,0.37,0.37,0.38,0.39,0.49,0.67,0.73,0.67,0.71,0.6,0.64,0,0.11,0,0.03,0.23,0.19,0.24,0,0.02,0.02,0.02,0.94,0.03,0.19,0.17,0.4,0.45,0.31,0.6,0.08,0.53,0.5,0.05,0.33,0.57,0.36,0.78,0.58,0.32,0.19,0.05,0.05,0.06,0.09,0.12,0.12,0.09,0.17,0.37,0.37,0,0,0.05,0.74,0.49,0.75,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.16,0,?,?,?,?,0,?,0.02 +39,35,16014,ClevelandHeightscity,10,0.07,0.4,0.72,0.39,0.13,0.02,0.41,0.48,0.3,0.38,0.09,1,0.4,0.63,0.2,0.57,0.41,0.23,0.39,0.44,0.45,0.54,0.35,0.16,0.32,0.23,0.42,0.04,0.21,0.12,0.18,0.74,0.27,0.58,0.26,1,0.23,0.79,0.36,0.6,0.57,0.5,0.54,0.56,0.6,0.8,0.57,0.54,0.68,0.02,0.24,0.03,0.61,0.51,0.47,0.43,0.31,0.23,0.19,0.16,0.83,0.11,0.34,0.28,0.41,0.56,0.2,0.63,0.05,0.34,0.5,0.04,0.87,0.55,0.1,0.44,0,0.04,0.07,0.16,0.13,0.14,0.37,0.37,0.39,0.37,0.47,0.34,0.4,0,0,0.21,0.62,0.65,0.77,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.56,0.39,?,?,?,?,0,?,0.02 +6,?,?,SantaMariacity,10,0.08,0.66,0.04,0.41,0.37,0.85,0.43,0.55,0.36,0.38,0.1,1,0.29,0.53,0.57,0.37,0.46,0.64,0.58,0.27,0.24,0.31,0.27,0.2,0.29,0.21,0.25,0.09,0.44,0.65,0.6,0.15,0.5,0.47,0.26,0.23,0.45,0.21,0.47,0.42,0.57,0.54,0.73,0.57,0.54,0.57,0.56,0.44,0.42,0.04,0.29,0.09,0.4,0.57,0.6,0.63,0.62,0.77,0.75,0.72,0.32,0.9,0.75,0.71,0.71,0.59,0.82,0.36,0.77,0.58,0,0.06,0.78,0.43,0.01,0.21,0.69,0.2,0.31,0.35,0.35,0.33,0.47,0.47,0.52,0.44,0.7,0.62,0.17,0.06,0.05,0.66,0.48,0.35,0.56,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.3,0.02,?,?,?,?,0,?,0.32 +36,27,59641,Poughkeepsiecity,10,0.03,0.32,0.61,0.47,0.09,0.07,0.32,0.49,0.31,0.5,0.05,1,0.26,0.46,0.2,0.44,0.5,0.56,0.51,0.3,0.34,0.42,0.23,0.32,0.47,0.2,0.36,0.04,0.38,0.44,0.55,0.34,0.44,0.44,0.48,0.69,0.35,0.46,0.53,0.71,0.58,0.58,0.44,0.2,0.24,0.42,0.25,0.5,0.49,0.05,0.82,0.02,0.32,0.41,0.53,0.52,0.23,0.25,0.29,0.26,0.82,0.1,0.31,0.23,0.32,0.35,0.36,0.23,0.21,0.66,0,0.06,0.61,0.25,0.77,0.56,0,0.64,0.11,0.31,0.31,0.29,0.37,0.41,0.46,0.41,0.59,0.44,0.74,0.02,0,0.29,0.73,0.53,0.77,0.77,0.01,0.38,0.98,0.39,0.01,0.17,0.15,0.38,0.27,0.46,0.02,0,0,0.01,0.01,0.36,0.44,0.01,0.47,0.42,0.07,0.08,0.49,0,0.37,1,0.45 +36,119,49121,MountVernoncity,10,0.09,0.45,1,0.08,0.11,0.14,0.36,0.46,0.29,0.47,0.11,1,0.38,0.56,0.09,0.37,0.51,0.46,0.46,0.4,0.37,0.46,0.36,0.28,0.35,0.35,0.42,0.07,0.3,0.4,0.51,0.32,0.47,0.48,0.25,0.62,0.33,0.43,0.49,0.6,0.56,0.56,0.58,0.29,0.27,0.41,0.27,0.5,0.57,0.11,0.78,0.1,0.32,0.42,0.49,0.54,0.49,0.56,0.59,0.6,0.66,0.27,0.46,0.39,0.48,0.63,0.43,0.23,0.4,0.75,0,0.05,0.86,0.2,0.41,0.52,0,0.3,0.31,0.55,0.6,0.62,0.39,0.44,0.54,0.42,0.38,0.6,0.9,0.07,0,0.65,0.58,0.78,0.8,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,1,1,?,?,?,?,0,?,0.6 +18,97,?,Indianapoliscity,10,1,0.36,0.44,0.64,0.06,0.02,0.38,0.52,0.31,0.36,1,1,0.29,0.62,0.21,0.41,0.42,0.28,0.45,0.31,0.32,0.36,0.24,0.18,0.36,0.28,0.38,0.83,0.32,0.24,0.4,0.34,0.33,0.58,0.35,0.41,0.39,0.42,0.7,0.45,0.69,0.72,0.45,0.46,0.46,0.54,0.42,0.65,0.65,0.77,0.49,0.09,0.35,0.38,0.4,0.43,0.05,0.04,0.04,0.04,0.94,0.04,0.25,0.21,0.38,0.46,0.3,0.51,0.11,0.58,0,1,0.65,0.47,0.89,0.43,0.48,0.33,0.19,0.08,0.1,0.13,0.25,0.27,0.3,0.27,0.37,0.22,0.31,0.33,0.31,0.05,0.72,0.47,0.73,0.74,0.21,0.26,0.81,0.27,0.5,0.51,0.68,0.26,0.84,0.74,0.4,0.02,0,0.29,0.16,0.93,0.2,1,0.17,0.18,0.45,0.19,0.5,0.5,0.44,0.21,0.69 +6,?,?,RedwoodCitycity,10,0.09,0.41,0.07,0.74,0.39,0.45,0.29,0.49,0.28,0.36,0.1,1,0.52,0.64,0.17,0.58,0.35,0.24,0.43,0.53,0.52,0.55,0.31,0.19,0.45,0.29,0.35,0.05,0.21,0.28,0.31,0.43,0.19,0.66,0.36,0.36,0.28,0.47,0.62,0.54,0.64,0.65,0.46,0.58,0.6,0.7,0.57,0.73,0.65,0.03,0.28,0.11,0.44,0.52,0.59,0.62,0.74,0.76,0.78,0.76,0.47,0.51,0.39,0.31,0.41,0.39,0.47,0.36,0.48,0.69,0,0.07,0.81,0.39,0.05,0.17,0.46,0.11,0.33,0.93,0.97,0.98,0.7,0.67,0.86,0.66,0.62,0.89,0.26,0.05,0.29,0.71,0.48,0.45,0.63,0.68,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.29,0.22,?,?,?,?,0,?,0.3 +25,17,76135,Westfordtown,10,0.01,0.66,0,0.97,0.1,0.02,0.42,0.39,0.26,0.2,0.01,0.51,0.81,0.86,0.33,0.71,0.29,0.11,0.4,0.72,0.58,0.56,0.81,0,0.37,0,0.97,0,0.01,0.1,0.14,0.64,0.32,0.74,0.69,0.44,0.22,0.78,0.17,0.37,0.19,0.18,0.65,0.92,0.93,0.95,0.86,0.53,0.58,0,0.04,0,0.27,0.26,0.3,0.29,0.06,0.05,0.05,0.05,0.93,0.04,0.24,0.28,0.72,0.72,0.53,0.9,0.03,0.16,0.5,0.01,0.87,0.88,0.18,0.71,0.63,0.02,0.27,0.53,0.56,0.55,0.4,0.55,0.83,0.62,0.26,0.5,0.49,0,0,0.09,0.74,0.79,0.81,0.77,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.09,0.04,0.04,?,?,?,?,0,?,0.04 +34,25,62430,RedBankborough,10,0,0.24,0.51,0.53,0.11,0.11,0.2,0.36,0.19,0.68,0.02,1,0.42,0.39,0.19,0.62,0.69,0.27,0.74,0.46,0.48,0.58,0.28,0.56,0.26,0.47,0.45,0.01,0.25,0.37,0.41,0.45,0.37,0.45,0.21,0.62,0.35,0.55,0.66,0.61,0.58,0.64,0.41,0.43,0.35,0.53,0.4,0.45,0.49,0.01,0.46,0.01,0.39,0.43,0.38,0.35,0.23,0.23,0.18,0.16,0.81,0.09,0.34,0.23,0.23,0.33,0.2,0.38,0.15,0.69,0,0.02,0.66,0.35,0.82,0.71,0.15,0.25,0.25,0.35,0.39,0.37,0.52,0.56,0.67,0.56,0.55,0.59,1,0,0.01,0.25,0.59,0.67,0.8,0.75,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0,0.5,0.49,?,?,?,?,0,?,0.19 +6,?,?,SanFranciscocity,10,1,0.29,0.21,0.29,1,0.26,0.24,0.47,0.28,0.46,1,1,0.36,0.49,0.22,0.55,0.41,0.5,0.42,0.39,0.5,0.7,0.31,0.2,0.29,0.32,0.41,0.82,0.33,0.39,0.37,0.57,0.38,0.53,0.18,0.52,0.24,0.57,0.55,0.85,0.53,0.56,0.55,0.49,0.46,0.62,0.52,0.55,0.52,0.47,0.4,1,0.4,0.45,0.53,0.58,0.96,0.94,1,1,0.26,0.8,0.57,0.33,0.28,0.46,0.26,0.2,0.49,0.86,0,1,0.73,0.17,0.3,0.33,0,0.15,0.89,0.77,0.82,0.86,0.5,0.6,0.8,0.57,0.59,0.66,0.24,1,1,1,0.3,0.48,0.54,0.51,0.39,0.23,0.63,0.26,0.66,0.34,0.5,0.23,0.63,0.52,0.22,0.27,1,0.52,0.4,0.93,0.16,0.13,1,1,0.53,0.62,0.64,0.5,0.64,0.35,0.75 +45,?,?,Caycecity,10,0,0.37,0.38,0.69,0.04,0.02,0.34,0.48,0.3,0.47,0.02,1,0.25,0.56,0.24,0.4,0.55,0.33,0.54,0.27,0.3,0.35,0.16,0.13,0.16,0.14,0.23,0.01,0.24,0.35,0.46,0.25,0.28,0.57,0.26,0.36,0.41,0.27,0.51,0.35,0.49,0.52,0.39,0.55,0.5,0.76,0.4,0.86,0.77,0.01,0.35,0,0.43,0.4,0.38,0.68,0.04,0.03,0.03,0.05,0.95,0.03,0.15,0.15,0.4,0.37,0.44,0.6,0.12,0.44,0.5,0.01,0.77,0.61,0.19,0.41,0.5,0.34,0.07,0.11,0.09,0.09,0.21,0.24,0.26,0.29,0.36,0.28,0.46,0,0,0.03,0.77,0.61,0.66,0.76,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.1,0.08,?,?,?,?,0,?,0.53 +1,?,?,Decaturcity,10,0.06,0.39,0.32,0.73,0.04,0.01,0.39,0.46,0.27,0.39,0.08,1,0.3,0.57,0.25,0.41,0.46,0.3,0.46,0.33,0.32,0.35,0.19,0.19,0.54,0.48,0.65,0.05,0.33,0.36,0.45,0.32,0.34,0.48,0.7,0.32,0.49,0.44,0.53,0.29,0.53,0.55,0.42,0.6,0.59,0.7,0.61,0.38,0.44,0.03,0.27,0,0.07,0.12,0.11,0.26,0,0.01,0.01,0.01,0.96,0.03,0.17,0.17,0.4,0.45,0.35,0.56,0.09,0.44,0.5,0.08,0.71,0.54,0.14,0.39,0.63,0.3,0.24,0.12,0.12,0.14,0.14,0.19,0.2,0.2,0.27,0.13,0.24,0.01,0,0.03,0.71,0.47,0.61,0.6,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.14,0.09,0.01,?,?,?,?,0,?,0.22 +6,?,?,Redlandscity,10,0.08,0.49,0.07,0.69,0.27,0.35,0.46,0.5,0.33,0.36,0.1,1,0.42,0.58,0.23,0.5,0.39,0.34,0.56,0.43,0.44,0.48,0.3,0.24,0.31,0.25,0.34,0.05,0.23,0.19,0.25,0.5,0.27,0.53,0.19,0.73,0.23,0.62,0.47,0.42,0.59,0.57,0.53,0.64,0.64,0.68,0.64,0.4,0.42,0.02,0.18,0.04,0.41,0.5,0.58,0.58,0.3,0.32,0.34,0.31,0.7,0.2,0.33,0.3,0.49,0.53,0.44,0.52,0.25,0.48,0.5,0.06,0.81,0.5,0.09,0.22,0.67,0.15,0.05,0.33,0.35,0.38,0.51,0.49,0.56,0.49,0.52,0.59,0.19,0.05,0.06,0.31,0.46,0.34,0.5,0.53,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.07,0.21,0.02,?,?,?,?,0,?,0.3 +39,?,?,Englewoodcity,10,0,0.38,0.03,0.97,0.04,0.01,0.4,0.41,0.27,0.45,0.02,1,0.42,0.55,0.24,0.6,0.5,0.1,0.69,0.44,0.37,0.35,0.38,0.2,0.17,0.46,0.41,0,0.07,0.16,0.26,0.29,0.14,0.58,0.51,0.47,0.32,0.47,0.35,0.27,0.42,0.41,0.42,0.78,0.81,0.93,0.72,0.42,0.63,0,0.04,0,0,0.27,0.22,0.19,0,0.02,0.02,0.01,0.98,0.01,0.1,0.1,0.41,0.51,0.17,0.75,0.05,0.3,0.5,0,0.92,0.67,0.06,0.18,0.69,0.13,0,0.18,0.16,0.14,0.3,0.3,0.31,0.31,0.45,0.22,0.21,0,0,0.03,0.74,0.61,0.77,0.8,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.18,0.1,?,?,?,?,0,?,0.04 +37,?,?,Tarborotown,10,0,0.41,0.62,0.51,0.02,0.01,0.38,0.39,0.23,0.51,0,0,0.21,0.49,0.3,0.33,0.52,0.43,0.45,0.23,0.24,0.31,0.18,0.49,0.05,0.74,0.66,0.01,0.35,0.54,0.62,0.24,0.24,0.47,0.71,0.35,0.71,0.36,0.46,0.35,0.51,0.52,0.44,0.4,0.42,0.53,0.57,0.89,0.87,0.03,0.86,0,0,0,0,0,0,0,0,0,0.97,0.05,0.16,0.15,0.39,0.38,0.42,0.52,0.13,0.48,0.5,0.01,0.76,0.53,0.08,0.59,0.56,0.4,0.04,0.08,0.08,0.09,0.09,0.14,0.15,0.17,0.4,0.33,0.4,0.01,0,0,0.94,0.6,0.78,0.83,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.1,0,?,?,?,?,0,?,0.52 +53,?,?,Kirklandcity,10,0.05,0.27,0.03,0.89,0.27,0.04,0.3,0.53,0.31,0.28,0.06,1,0.44,0.73,0.23,0.61,0.26,0.1,0.32,0.45,0.55,0.55,0.32,0.34,0.29,0.33,0.42,0.02,0.14,0.07,0.11,0.59,0.17,0.77,0.37,0.33,0.23,0.55,0.67,0.49,0.77,0.75,0.33,0.6,0.67,0.7,0.51,0.51,0.6,0.01,0.13,0.02,0.27,0.38,0.49,0.53,0.13,0.16,0.19,0.19,0.88,0.05,0.12,0.09,0.28,0.35,0.23,0.48,0.1,0.6,0,0.04,0.83,0.45,0.11,0.08,0.75,0.03,0,0.38,0.4,0.42,0.55,0.53,0.6,0.54,0.39,0.43,0.22,0,0,0.21,0.42,0.36,0.55,0.45,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.31,0.34,?,?,?,?,0,?,0.09 +25,17,1605,Arlingtontown,10,0.06,0.29,0.03,0.93,0.18,0.03,0.2,0.42,0.22,0.58,0.07,1,0.52,0.54,0.21,0.77,0.53,0.2,0.6,0.57,0.56,0.54,0.36,0.44,0.54,0.56,0.7,0.02,0.11,0.14,0.18,0.68,0.25,0.61,0.3,0.8,0.13,0.77,0.23,0.6,0.26,0.26,0.4,0.75,0.78,0.86,0.66,0.52,0.56,0,0.06,0.04,0.38,0.36,0.36,0.37,0.32,0.26,0.24,0.23,0.76,0.1,0.16,0.14,0.32,0.44,0.22,0.53,0.05,0.56,0,0.03,0.9,0.47,0.05,0.36,0.02,0.03,0.21,0.58,0.55,0.51,0.65,0.69,0.82,0.69,0.4,0.42,0.57,0,0,0.35,0.68,0.76,0.76,0.69,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.72,0.94,?,?,?,?,0,?,0.08 +47,?,?,Maryvillecity,10,0.01,0.35,0.06,0.94,0.06,0.01,0.41,0.41,0.31,0.63,0.03,1,0.22,0.31,0.37,0.51,0.66,0.42,0.65,0.27,0.28,0.28,0.18,0.48,0.08,0.21,0.12,0.02,0.36,0.49,0.49,0.38,0.4,0.28,0.32,0.57,0.38,0.47,0.5,0.28,0.57,0.57,0.33,0.58,0.61,0.58,0.71,0.39,0.39,0,0.09,0,0.66,0.61,0.53,0.67,0.06,0.05,0.04,0.04,0.97,0.02,0.07,0.08,0.32,0.35,0.29,0.59,0.05,0.48,0.5,0.03,0.73,0.57,0.07,0.46,0.52,0.4,0.47,0.11,0.12,0.13,0.07,0.13,0.15,0.14,0.45,0.26,0.28,0,0,0.03,0.69,0.49,0.62,0.58,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.04,0.12,0.01,?,?,?,?,0,?,0.25 +9,1,4720,Betheltown,10,0.01,0.54,0.02,0.94,0.13,0.04,0.39,0.43,0.25,0.26,0.02,0.85,0.69,0.74,0.17,0.71,0.37,0.03,0.4,0.67,0.53,0.51,0.42,0.33,0.41,0.37,0.56,0,0.05,0.17,0.21,0.52,0.3,0.72,0.57,0.31,0.26,0.58,0.29,0.4,0.33,0.33,0.62,0.84,0.86,0.93,0.77,0.27,0.48,0,0.07,0.01,0.19,0.22,0.22,0.27,0.11,0.12,0.1,0.12,0.87,0.06,0.23,0.24,0.59,0.67,0.32,0.77,0.05,0.35,0.5,0.01,0.89,0.71,0.1,0.34,0.63,0.04,0.06,0.55,0.54,0.54,0.57,0.62,0.75,0.7,0.47,0.59,0.58,0,0,0.25,0.47,0.67,0.77,0.62,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.05,0.09,0.14,?,?,?,?,0,?,0.04 +34,39,61530,Rahwaycity,10,0.02,0.43,0.39,0.63,0.15,0.14,0.3,0.42,0.24,0.52,0.04,1,0.48,0.6,0.17,0.56,0.58,0.14,0.62,0.49,0.42,0.44,0.36,0.21,0.38,0.41,0.45,0.01,0.16,0.29,0.39,0.27,0.31,0.57,0.51,0.34,0.39,0.36,0.39,0.45,0.4,0.41,0.5,0.63,0.6,0.74,0.43,0.48,0.51,0.01,0.26,0.02,0.36,0.36,0.41,0.45,0.27,0.24,0.24,0.24,0.73,0.15,0.26,0.24,0.47,0.55,0.32,0.64,0.14,0.48,0.5,0.02,0.88,0.59,0.44,0.5,0.27,0.11,0.1,0.4,0.37,0.33,0.53,0.53,0.57,0.52,0.45,0.66,0.96,0,0.01,0.31,0.67,0.77,0.75,0.81,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.53,0.43,?,?,?,?,0,?,0.16 +25,5,69170,Tauntoncity,10,0.06,0.43,0.04,0.93,0.03,0.09,0.36,0.51,0.31,0.45,0.08,1,0.34,0.53,0.12,0.39,0.5,0.49,0.51,0.36,0.29,0.28,0.23,0.06,0.24,0.36,0.32,0.04,0.21,0.64,0.58,0.18,0.58,0.53,0.58,0.39,0.65,0.29,0.42,0.48,0.46,0.46,0.49,0.58,0.6,0.61,0.57,0.61,0.67,0.03,0.31,0.04,0.14,0.19,0.21,0.26,0.11,0.14,0.14,0.15,0.64,0.32,0.21,0.2,0.45,0.53,0.37,0.52,0.1,0.55,0,0.07,0.72,0.48,0.11,0.49,0.25,0.17,0.41,0.36,0.34,0.31,0.3,0.4,0.46,0.41,0.49,0.52,0.47,0,0,0.35,0.79,0.66,0.77,0.82,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.13,0.09,0.11,?,?,?,?,0,?,0.28 +9,9,35650,Hamdentown,10,0.07,0.38,0.17,0.84,0.11,0.04,0.35,0.41,0.3,0.64,0.08,0.96,0.5,0.54,0.11,0.71,0.63,0.17,0.62,0.53,0.49,0.48,0.42,0.18,0.38,0.36,0.43,0.02,0.1,0.24,0.24,0.52,0.2,0.56,0.3,0.69,0.2,0.58,0.28,0.42,0.29,0.3,0.4,0.78,0.79,0.88,0.76,0.56,0.68,0.01,0.11,0.02,0.19,0.26,0.31,0.34,0.1,0.11,0.12,0.12,0.82,0.06,0.14,0.14,0.36,0.44,0.2,0.71,0.04,0.49,0.5,0.06,0.81,0.65,0.1,0.44,0.38,0.06,0.18,0.43,0.41,0.39,0.56,0.58,0.63,0.6,0.65,0.53,0.58,0.02,0,0.21,0.67,0.69,0.8,0.72,0.01,0.17,0.98,0.21,0.02,0.14,0.26,0.17,0.8,0.97,0.05,0,0,0.04,0.02,0.43,0.25,0.09,0.13,0.17,0.02,0.01,0.72,0,0.62,0.15,0.07 +42,133,73168,SpringGardentownship,10,0,0.47,0.02,0.98,0.03,0.01,0.62,0.47,0.49,0.69,0.02,0.96,0.42,0.46,0.28,0.84,0.69,0.06,0.62,0.45,0.57,0.55,0.26,0,0.48,0.19,0.3,0,0.11,0.19,0.26,0.49,0.12,0.42,0.46,0.57,0.24,0.62,0.19,0.4,0.23,0.22,0.29,0.85,0.84,0.92,0.7,0.87,0.83,0,0.03,0,0.18,0.13,0.22,0.25,0.03,0.02,0.03,0.03,0.95,0.04,0.05,0.09,0.38,0.35,0.4,0.86,0.04,0.2,0.5,0,0.93,0.86,0.07,0.4,0.21,0.02,0.03,0.18,0.18,0.21,0.25,0.28,0.35,0.29,0.21,0.26,0.24,0,0,0.06,0.77,0.66,0.72,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.14,0.04,?,?,?,?,0,?,0.03 +13,?,?,ForestParkcity,10,0.01,0.45,0.37,0.65,0.15,0.05,0.39,0.52,0.32,0.35,0.03,1,0.24,0.62,0.14,0.29,0.49,0.27,0.51,0.23,0.23,0.23,0.28,0.32,0.15,0.47,0.39,0.02,0.31,0.39,0.62,0.1,0.39,0.54,0.26,0.1,0.69,0.12,0.75,0.36,0.8,0.81,0.47,0.44,0.42,0.54,0.27,0.52,0.59,0.01,0.3,0,0.29,0.48,0.56,0.6,0.07,0.11,0.12,0.11,0.92,0.05,0.24,0.23,0.48,0.39,0.61,0.45,0.21,0.58,0,0.03,0.59,0.51,0.06,0.38,0.46,0.41,0.4,0.11,0.08,0.07,0.35,0.31,0.31,0.35,0.62,0.34,0.4,0,0,0.1,0.66,0.56,0.53,0.66,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.16,0.13,?,?,?,?,0,?,0.56 +39,95,48342,Maumeecity,10,0.01,0.43,0.01,0.98,0.03,0.02,0.43,0.44,0.26,0.35,0.02,1,0.42,0.68,0.22,0.66,0.4,0.16,0.51,0.42,0.38,0.36,0.6,0,0.22,0.16,0.44,0,0.08,0.08,0.16,0.33,0.26,0.66,0.4,0.51,0.37,0.45,0.3,0.34,0.38,0.36,0.49,0.77,0.79,0.9,0.67,0.69,0.72,0,0.02,0,0.35,0.72,0.63,0.53,0.03,0.06,0.05,0.04,0.96,0.02,0.19,0.19,0.47,0.53,0.25,0.78,0.04,0.35,0.5,0.01,0.85,0.73,0.09,0.37,0.42,0.06,0.05,0.15,0.13,0.13,0.28,0.27,0.28,0.3,0.23,0.14,0.22,0,0,0.03,0.84,0.71,0.84,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.15,0.06,?,?,?,?,0,?,0.14 +1,?,?,AlexanderCitycity,10,0.01,0.41,0.55,0.57,0.01,0,0.47,0.45,0.31,0.57,0,0,0.15,0.33,0.13,0.27,0.65,0.41,0.45,0.21,0.22,0.29,0.15,0,0.29,0,0.14,0.02,0.45,0.57,0.7,0.21,0.27,0.43,1,0.17,0.93,0.24,0.42,0.32,0.54,0.52,0.46,0.48,0.43,0.48,0.59,0.81,0.82,0.02,0.42,0,0,0.78,0.64,0.54,0,0.02,0.01,0.01,0.98,0.02,0.19,0.18,0.43,0.43,0.42,0.58,0.17,0.46,0.5,0.02,0.73,0.58,0.18,0.4,0.56,0.55,0.48,0.06,0.06,0.08,0.02,0.07,0.08,0.09,0.2,0.16,0.36,0,0,0,0.93,0.66,0.82,0.84,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.11,0.03,0.01,?,?,?,?,0,?,0.14 +9,3,70550,Southingtontown,10,0.05,0.52,0.02,0.97,0.04,0.02,0.4,0.43,0.29,0.39,0.05,0.88,0.58,0.68,0.36,0.69,0.49,0.11,0.55,0.57,0.51,0.49,0.47,0.4,0.4,0.34,0.8,0.01,0.06,0.27,0.35,0.34,0.2,0.69,0.53,0.38,0.33,0.46,0.25,0.38,0.28,0.28,0.52,0.84,0.86,0.93,0.81,0.61,0.76,0,0.05,0.02,0.06,0.07,0.1,0.13,0.03,0.03,0.03,0.04,0.81,0.07,0.16,0.17,0.56,0.58,0.38,0.82,0.04,0.34,0.5,0.02,0.89,0.79,0.11,0.45,0.56,0.05,0.05,0.47,0.46,0.45,0.39,0.48,0.57,0.5,0.29,0.46,0.39,0,0,0.18,0.72,0.77,0.83,0.85,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.1,0.09,0.03,?,?,?,?,0,?,0.02 +44,7,11800,Burrillvilletown,10,0.01,0.65,0,1,0.01,0.01,0.4,0.44,0.25,0.36,0,0.02,0.42,0.66,0.27,0.42,0.46,0.18,0.53,0.4,0.28,0.26,0.19,0.24,0.33,0.36,0.6,0.01,0.13,0.47,0.51,0.24,0.38,0.55,0.53,0.53,0.52,0.31,0.31,0.34,0.24,0.28,0.6,0.84,0.84,0.9,0.75,0.69,0.77,0,0.12,0,0,0.06,0.05,0.06,0,0.01,0.01,0.01,0.87,0.05,0.22,0.24,0.64,0.7,0.38,0.78,0.08,0.41,0.5,0.02,0.7,0.73,0.12,0.68,0.52,0.04,0.45,0.32,0.31,0.3,0.23,0.32,0.4,0.34,0.53,0.69,0.54,0,0,0.06,0.77,0.65,0.84,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.16,0.02,0.02,?,?,?,?,0,?,0.04 +28,?,?,Columbuscity,10,0.02,0.41,1,0.21,0.02,0.01,0.54,0.57,0.43,0.45,0,0,0.12,0.37,0.22,0.27,0.6,0.83,0.4,0.15,0.17,0.31,0.15,0.13,0.13,0.3,0.23,0.06,0.76,0.51,0.62,0.29,0.61,0.36,0.58,0.38,0.57,0.32,0.61,0.53,0.61,0.64,0.53,0.18,0.14,0.33,0.15,0.64,0.59,0.05,0.85,0,0,0,0.06,0.21,0,0,0,0.01,0.98,0.02,0.37,0.31,0.41,0.41,0.44,0.4,0.26,0.52,0.5,0.04,0.69,0.42,0.24,0.43,0.52,0.71,0.83,0.06,0.06,0.06,0.07,0.14,0.18,0.17,0.49,0.27,0.44,0.01,0,0.01,0.75,0.57,0.74,0.71,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.03,0.17,0.02,?,?,?,?,0,?,0.19 +12,?,?,TempleTerracecity,10,0.01,0.4,0.1,0.87,0.12,0.16,0.43,0.51,0.35,0.3,0.03,1,0.42,0.74,0.14,0.64,0.3,0.06,0.46,0.41,0.49,0.5,0.27,0,0.16,0.36,0.52,0.01,0.16,0.08,0.11,0.65,0.12,0.71,0.17,0.68,0.14,0.7,0.39,0.41,0.59,0.53,0.35,0.63,0.68,0.67,0.59,0.78,0.73,0,0.11,0.01,0.42,0.41,0.42,0.47,0.22,0.19,0.18,0.18,0.78,0.09,0.09,0.1,0.41,0.43,0.4,0.55,0.1,0.49,0.5,0.02,0.75,0.55,0,0.21,0.79,0.07,0.09,0.2,0.22,0.27,0.45,0.39,0.41,0.41,0.5,0.48,0.39,0,0,0.22,0.28,0.34,0.48,0.39,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.01,0.28,0.05,?,?,?,?,0,?,0.09 +6,?,?,Seasidecity,10,0.05,0.96,0.46,0.28,0.83,0.32,0.69,0.86,0.73,0.14,0.06,1,0.28,0.76,0.1,0.3,0.26,0.37,0.48,0.24,0.18,0.2,0.26,0.18,0.2,0.23,0.26,0.04,0.32,0.33,0.37,0.22,0.24,0.77,0.1,0.41,0.22,0.24,0.42,0.75,0.56,0.48,0.71,0.66,0.63,0.69,0.7,0.32,0.4,0.03,0.42,0.05,0.56,0.62,0.63,0.67,0.7,0.68,0.63,0.61,0.55,0.36,0.57,0.57,0.74,0.52,0.87,0.12,0.67,0.6,0,0.03,0.8,0.22,0.17,0.13,0.5,0.17,0.37,0.36,0.37,0.36,0.54,0.54,0.61,0.54,0.69,0.67,0.31,0.01,0,0.53,0.25,0.17,0.1,0,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,?,0.02,0.37,0.2,?,?,?,?,0,?,0.45 +9,9,80070,Waterburytown,10,0.16,0.37,0.25,0.69,0.04,0.25,0.35,0.5,0.31,0.54,0.17,1,0.31,0.47,0.17,0.45,0.58,0.48,0.57,0.35,0.31,0.34,0.25,0.19,0.28,0.22,0.28,0.12,0.31,0.52,0.58,0.21,0.5,0.46,0.63,0.4,0.54,0.32,0.5,0.53,0.5,0.52,0.47,0.42,0.42,0.47,0.47,0.38,0.46,0.13,0.54,0.06,0.12,0.17,0.24,0.26,0.07,0.09,0.11,0.12,0.6,0.28,0.26,0.22,0.39,0.45,0.37,0.38,0.15,0.66,0,0.21,0.65,0.37,0.53,0.45,0.29,0.31,0.29,0.33,0.32,0.29,0.28,0.34,0.39,0.37,0.52,0.58,0.53,0.06,0.02,0.25,0.68,0.61,0.79,0.76,0.06,0.3,0.93,0.36,0.04,0.17,0.19,0.3,0.97,0.7,0.15,0.34,0,0.34,0.1,0.36,0.25,0.08,0.32,0.18,0.08,0.06,0.78,0,0.91,0.28,0.23 +25,17,72600,Walthamcity,10,0.08,0.51,0.06,0.87,0.22,0.1,0.58,0.74,0.63,0.41,0.09,1,0.44,0.64,0.21,0.55,0.42,0.24,0.45,0.47,0.4,0.4,0.29,0.2,0.31,0.27,0.37,0.03,0.16,0.3,0.35,0.42,0.37,0.57,0.44,0.57,0.27,0.48,0.32,0.87,0.3,0.32,0.46,0.64,0.65,0.75,0.71,0.57,0.63,0.02,0.17,0.06,0.4,0.46,0.48,0.49,0.42,0.43,0.41,0.38,0.68,0.2,0.26,0.21,0.36,0.54,0.26,0.39,0.13,0.64,0,0.05,0.84,0.33,0.17,0.34,0.23,0.1,0.34,0.54,0.49,0.47,0.58,0.62,0.75,0.64,0.43,0.44,0.4,0.04,0.01,0.45,0.64,0.54,0.59,0.52,0.02,0.25,0.97,0.3,0.01,0.11,0.14,0.25,0.91,0.91,0.11,0.04,0,0.09,0.01,0.57,0.19,0.03,0.38,0.33,0.02,0.02,0.79,0,0.22,0.18,0.19 +6,?,?,Ontariocity,10,0.2,0.78,0.14,0.46,0.24,0.77,0.5,0.62,0.4,0.17,0.21,1,0.4,0.73,0.22,0.25,0.26,0.47,0.29,0.36,0.24,0.28,0.32,0.22,0.27,0.25,0.29,0.16,0.35,0.5,0.55,0.16,0.47,0.58,0.53,0.2,0.6,0.24,0.49,0.5,0.6,0.57,0.86,0.61,0.59,0.64,0.6,0.35,0.35,0.11,0.43,0.2,0.43,0.52,0.58,0.65,0.68,0.73,0.73,0.75,0.35,0.77,0.84,0.83,0.84,0.78,0.89,0.46,0.76,0.55,0,0.12,0.8,0.49,0.1,0.16,0.71,0.32,0.21,0.35,0.35,0.32,0.54,0.53,0.61,0.54,0.69,0.73,0.21,0.08,0.08,0.68,0.5,0.34,0.35,0.68,0.03,0.11,0.96,0.14,0.04,0.11,0.3,0.11,0.45,0.74,0.34,0.07,0,0.28,0.07,0.36,0.11,0.11,0.3,0.05,0.08,0.04,0.73,0.5,1,0.13,0.48 diff --git a/cw_7/communities.names b/cw_7/communities.names new file mode 100644 index 0000000..8f482c3 --- /dev/null +++ b/cw_7/communities.names @@ -0,0 +1,522 @@ +Title: Communities and Crime + +Abstract: Communities within the United States. The data combines socio-economic data +from the 1990 US Census, law enforcement data from the 1990 US LEMAS survey, and crime +data from the 1995 FBI UCR. + +----------------------------------------------------------------------------------------- + +Data Set Characteristics: Multivariate +Attribute Characteristics: Real +Associated Tasks: Regression +Number of Instances: 1994 +Number of Attributes: 128 +Missing Values? Yes +Area: Social +Date Donated: 2009-07-13 + +----------------------------------------------------------------------------------------- + +Source: + +Creator: Michael Redmond (redmond 'at' lasalle.edu); Computer Science; La Salle +University; Philadelphia, PA, 19141, USA +-- culled from 1990 US Census, 1995 US FBI Uniform Crime Report, 1990 US Law +Enforcement Management and Administrative Statistics Survey, available from ICPSR at U +of Michigan. +-- Donor: Michael Redmond (redmond 'at' lasalle.edu); Computer Science; La Salle +University; Philadelphia, PA, 19141, USA +-- Date: July 2009 + +----------------------------------------------------------------------------------------- + + +Data Set Information: + +Many variables are included so that algorithms that select or learn weights for +attributes could be tested. However, clearly unrelated attributes were not included; +attributes were picked if there was any plausible connection to crime (N=122), plus +the attribute to be predicted (Per Capita Violent Crimes). The variables included in +the dataset involve the community, such as the percent of the population considered +urban, and the median family income, and involving law enforcement, such as per capita +number of police officers, and percent of officers assigned to drug units. + +The per capita violent crimes variable was calculated using population and the sum of +crime variables considered violent crimes in the United States: murder, rape, robbery, +and assault. There was apparently some controversy in some states concerning the +counting of rapes. These resulted in missing values for rape, which resulted in +incorrect values for per capita violent crime. These cities are not included in the +dataset. Many of these omitted communities were from the midwestern USA. + +Data is described below based on original values. All numeric data was normalized into +the decimal range 0.00-1.00 using an Unsupervised, equal-interval binning method. +Attributes retain their distribution and skew (hence for example the population +attribute has a mean value of 0.06 because most communities are small). E.g. An +attribute described as 'mean people per household' is actually the normalized (0-1) +version of that value. + +The normalization preserves rough ratios of values WITHIN an attribute (e.g. double +the value for double the population within the available precision - except for +extreme values (all values more than 3 SD above the mean are normalized to 1.00; all +values more than 3 SD below the mean are nromalized to 0.00)). + +However, the normalization does not preserve relationships between values BETWEEN +attributes (e.g. it would not be meaningful to compare the value for whitePerCap with +the value for blackPerCap for a community) + +A limitation was that the LEMAS survey was of the police departments with at least 100 +officers, plus a random sample of smaller departments. For our purposes, communities +not found in both census and crime datasets were omitted. Many communities are missing +LEMAS data. + +.arff header for Weka: + +@relation crimepredict + +@attribute state numeric +@attribute county numeric +@attribute community numeric +@attribute communityname string +@attribute fold numeric +@attribute population numeric +@attribute householdsize numeric +@attribute racepctblack numeric +@attribute racePctWhite numeric +@attribute racePctAsian numeric +@attribute racePctHisp numeric +@attribute agePct12t21 numeric +@attribute agePct12t29 numeric +@attribute agePct16t24 numeric +@attribute agePct65up numeric +@attribute numbUrban numeric +@attribute pctUrban numeric +@attribute medIncome numeric +@attribute pctWWage numeric +@attribute pctWFarmSelf numeric +@attribute pctWInvInc numeric +@attribute pctWSocSec numeric +@attribute pctWPubAsst numeric +@attribute pctWRetire numeric +@attribute medFamInc numeric +@attribute perCapInc numeric +@attribute whitePerCap numeric +@attribute blackPerCap numeric +@attribute indianPerCap numeric +@attribute AsianPerCap numeric +@attribute OtherPerCap numeric +@attribute HispPerCap numeric +@attribute NumUnderPov numeric +@attribute PctPopUnderPov numeric +@attribute PctLess9thGrade numeric +@attribute PctNotHSGrad numeric +@attribute PctBSorMore numeric +@attribute PctUnemployed numeric +@attribute PctEmploy numeric +@attribute PctEmplManu numeric +@attribute PctEmplProfServ numeric +@attribute PctOccupManu numeric +@attribute PctOccupMgmtProf numeric +@attribute MalePctDivorce numeric +@attribute MalePctNevMarr numeric +@attribute FemalePctDiv numeric +@attribute TotalPctDiv numeric +@attribute PersPerFam numeric +@attribute PctFam2Par numeric +@attribute PctKids2Par numeric +@attribute PctYoungKids2Par numeric +@attribute PctTeen2Par numeric +@attribute PctWorkMomYoungKids numeric +@attribute PctWorkMom numeric +@attribute NumIlleg numeric +@attribute PctIlleg numeric +@attribute NumImmig numeric +@attribute PctImmigRecent numeric +@attribute PctImmigRec5 numeric +@attribute PctImmigRec8 numeric +@attribute PctImmigRec10 numeric +@attribute PctRecentImmig numeric +@attribute PctRecImmig5 numeric +@attribute PctRecImmig8 numeric +@attribute PctRecImmig10 numeric +@attribute PctSpeakEnglOnly numeric +@attribute PctNotSpeakEnglWell numeric +@attribute PctLargHouseFam numeric +@attribute PctLargHouseOccup numeric +@attribute PersPerOccupHous numeric +@attribute PersPerOwnOccHous numeric +@attribute PersPerRentOccHous numeric +@attribute PctPersOwnOccup numeric +@attribute PctPersDenseHous numeric +@attribute PctHousLess3BR numeric +@attribute MedNumBR numeric +@attribute HousVacant numeric +@attribute PctHousOccup numeric +@attribute PctHousOwnOcc numeric +@attribute PctVacantBoarded numeric +@attribute PctVacMore6Mos numeric +@attribute MedYrHousBuilt numeric +@attribute PctHousNoPhone numeric +@attribute PctWOFullPlumb numeric +@attribute OwnOccLowQuart numeric +@attribute OwnOccMedVal numeric +@attribute OwnOccHiQuart numeric +@attribute RentLowQ numeric +@attribute RentMedian numeric +@attribute RentHighQ numeric +@attribute MedRent numeric +@attribute MedRentPctHousInc numeric +@attribute MedOwnCostPctInc numeric +@attribute MedOwnCostPctIncNoMtg numeric +@attribute NumInShelters numeric +@attribute NumStreet numeric +@attribute PctForeignBorn numeric +@attribute PctBornSameState numeric +@attribute PctSameHouse85 numeric +@attribute PctSameCity85 numeric +@attribute PctSameState85 numeric +@attribute LemasSwornFT numeric +@attribute LemasSwFTPerPop numeric +@attribute LemasSwFTFieldOps numeric +@attribute LemasSwFTFieldPerPop numeric +@attribute LemasTotalReq numeric +@attribute LemasTotReqPerPop numeric +@attribute PolicReqPerOffic numeric +@attribute PolicPerPop numeric +@attribute RacialMatchCommPol numeric +@attribute PctPolicWhite numeric +@attribute PctPolicBlack numeric +@attribute PctPolicHisp numeric +@attribute PctPolicAsian numeric +@attribute PctPolicMinor numeric +@attribute OfficAssgnDrugUnits numeric +@attribute NumKindsDrugsSeiz numeric +@attribute PolicAveOTWorked numeric +@attribute LandArea numeric +@attribute PopDens numeric +@attribute PctUsePubTrans numeric +@attribute PolicCars numeric +@attribute PolicOperBudg numeric +@attribute LemasPctPolicOnPatr numeric +@attribute LemasGangUnitDeploy numeric +@attribute LemasPctOfficDrugUn numeric +@attribute PolicBudgPerPop numeric +@attribute ViolentCrimesPerPop numeric + +@data + +----------------------------------------------------------------------------------------- + + +Attribute Information: + +Attribute Information: (122 predictive, 5 non-predictive, 1 goal) +-- state: US state (by number) - not counted as predictive above, but if considered, should be consided nominal (nominal) +-- county: numeric code for county - not predictive, and many missing values (numeric) +-- community: numeric code for community - not predictive and many missing values (numeric) +-- communityname: community name - not predictive - for information only (string) +-- fold: fold number for non-random 10 fold cross validation, potentially useful for debugging, paired tests - not predictive (numeric) +-- population: population for community: (numeric - decimal) +-- householdsize: mean people per household (numeric - decimal) +-- racepctblack: percentage of population that is african american (numeric - decimal) +-- racePctWhite: percentage of population that is caucasian (numeric - decimal) +-- racePctAsian: percentage of population that is of asian heritage (numeric - decimal) +-- racePctHisp: percentage of population that is of hispanic heritage (numeric - decimal) +-- agePct12t21: percentage of population that is 12-21 in age (numeric - decimal) +-- agePct12t29: percentage of population that is 12-29 in age (numeric - decimal) +-- agePct16t24: percentage of population that is 16-24 in age (numeric - decimal) +-- agePct65up: percentage of population that is 65 and over in age (numeric - decimal) +-- numbUrban: number of people living in areas classified as urban (numeric - decimal) +-- pctUrban: percentage of people living in areas classified as urban (numeric - decimal) +-- medIncome: median household income (numeric - decimal) +-- pctWWage: percentage of households with wage or salary income in 1989 (numeric - decimal) +-- pctWFarmSelf: percentage of households with farm or self employment income in 1989 (numeric - decimal) +-- pctWInvInc: percentage of households with investment / rent income in 1989 (numeric - decimal) +-- pctWSocSec: percentage of households with social security income in 1989 (numeric - decimal) +-- pctWPubAsst: percentage of households with public assistance income in 1989 (numeric - decimal) +-- pctWRetire: percentage of households with retirement income in 1989 (numeric - decimal) +-- medFamInc: median family income (differs from household income for non-family households) (numeric - decimal) +-- perCapInc: per capita income (numeric - decimal) +-- whitePerCap: per capita income for caucasians (numeric - decimal) +-- blackPerCap: per capita income for african americans (numeric - decimal) +-- indianPerCap: per capita income for native americans (numeric - decimal) +-- AsianPerCap: per capita income for people with asian heritage (numeric - decimal) +-- OtherPerCap: per capita income for people with 'other' heritage (numeric - decimal) +-- HispPerCap: per capita income for people with hispanic heritage (numeric - decimal) +-- NumUnderPov: number of people under the poverty level (numeric - decimal) +-- PctPopUnderPov: percentage of people under the poverty level (numeric - decimal) +-- PctLess9thGrade: percentage of people 25 and over with less than a 9th grade education (numeric - decimal) +-- PctNotHSGrad: percentage of people 25 and over that are not high school graduates (numeric - decimal) +-- PctBSorMore: percentage of people 25 and over with a bachelors degree or higher education (numeric - decimal) +-- PctUnemployed: percentage of people 16 and over, in the labor force, and unemployed (numeric - decimal) +-- PctEmploy: percentage of people 16 and over who are employed (numeric - decimal) +-- PctEmplManu: percentage of people 16 and over who are employed in manufacturing (numeric - decimal) +-- PctEmplProfServ: percentage of people 16 and over who are employed in professional services (numeric - decimal) +-- PctOccupManu: percentage of people 16 and over who are employed in manufacturing (numeric - decimal) ######## +-- PctOccupMgmtProf: percentage of people 16 and over who are employed in management or professional occupations (numeric - decimal) +-- MalePctDivorce: percentage of males who are divorced (numeric - decimal) +-- MalePctNevMarr: percentage of males who have never married (numeric - decimal) +-- FemalePctDiv: percentage of females who are divorced (numeric - decimal) +-- TotalPctDiv: percentage of population who are divorced (numeric - decimal) +-- PersPerFam: mean number of people per family (numeric - decimal) +-- PctFam2Par: percentage of families (with kids) that are headed by two parents (numeric - decimal) +-- PctKids2Par: percentage of kids in family housing with two parents (numeric - decimal) +-- PctYoungKids2Par: percent of kids 4 and under in two parent households (numeric - decimal) +-- PctTeen2Par: percent of kids age 12-17 in two parent households (numeric - decimal) +-- PctWorkMomYoungKids: percentage of moms of kids 6 and under in labor force (numeric - decimal) +-- PctWorkMom: percentage of moms of kids under 18 in labor force (numeric - decimal) +-- NumIlleg: number of kids born to never married (numeric - decimal) +-- PctIlleg: percentage of kids born to never married (numeric - decimal) +-- NumImmig: total number of people known to be foreign born (numeric - decimal) +-- PctImmigRecent: percentage of _immigrants_ who immigated within last 3 years (numeric - decimal) +-- PctImmigRec5: percentage of _immigrants_ who immigated within last 5 years (numeric - decimal) +-- PctImmigRec8: percentage of _immigrants_ who immigated within last 8 years (numeric - decimal) +-- PctImmigRec10: percentage of _immigrants_ who immigated within last 10 years (numeric - decimal) +-- PctRecentImmig: percent of _population_ who have immigrated within the last 3 years (numeric - decimal) +-- PctRecImmig5: percent of _population_ who have immigrated within the last 5 years (numeric - decimal) +-- PctRecImmig8: percent of _population_ who have immigrated within the last 8 years (numeric - decimal) +-- PctRecImmig10: percent of _population_ who have immigrated within the last 10 years (numeric - decimal) +-- PctSpeakEnglOnly: percent of people who speak only English (numeric - decimal) +-- PctNotSpeakEnglWell: percent of people who do not speak English well (numeric - decimal) +-- PctLargHouseFam: percent of family households that are large (6 or more) (numeric - decimal) +-- PctLargHouseOccup: percent of all occupied households that are large (6 or more people) (numeric - decimal) +-- PersPerOccupHous: mean persons per household (numeric - decimal) +-- PersPerOwnOccHous: mean persons per owner occupied household (numeric - decimal) +-- PersPerRentOccHous: mean persons per rental household (numeric - decimal) +-- PctPersOwnOccup: percent of people in owner occupied households (numeric - decimal) +-- PctPersDenseHous: percent of persons in dense housing (more than 1 person per room) (numeric - decimal) +-- PctHousLess3BR: percent of housing units with less than 3 bedrooms (numeric - decimal) +-- MedNumBR: median number of bedrooms (numeric - decimal) +-- HousVacant: number of vacant households (numeric - decimal) +-- PctHousOccup: percent of housing occupied (numeric - decimal) +-- PctHousOwnOcc: percent of households owner occupied (numeric - decimal) +-- PctVacantBoarded: percent of vacant housing that is boarded up (numeric - decimal) +-- PctVacMore6Mos: percent of vacant housing that has been vacant more than 6 months (numeric - decimal) +-- MedYrHousBuilt: median year housing units built (numeric - decimal) +-- PctHousNoPhone: percent of occupied housing units without phone (in 1990, this was rare!) (numeric - decimal) +-- PctWOFullPlumb: percent of housing without complete plumbing facilities (numeric - decimal) +-- OwnOccLowQuart: owner occupied housing - lower quartile value (numeric - decimal) +-- OwnOccMedVal: owner occupied housing - median value (numeric - decimal) +-- OwnOccHiQuart: owner occupied housing - upper quartile value (numeric - decimal) +-- RentLowQ: rental housing - lower quartile rent (numeric - decimal) +-- RentMedian: rental housing - median rent (Census variable H32B from file STF1A) (numeric - decimal) +-- RentHighQ: rental housing - upper quartile rent (numeric - decimal) +-- MedRent: median gross rent (Census variable H43A from file STF3A - includes utilities) (numeric - decimal) +-- MedRentPctHousInc: median gross rent as a percentage of household income (numeric - decimal) +-- MedOwnCostPctInc: median owners cost as a percentage of household income - for owners with a mortgage (numeric - decimal) +-- MedOwnCostPctIncNoMtg: median owners cost as a percentage of household income - for owners without a mortgage (numeric - decimal) +-- NumInShelters: number of people in homeless shelters (numeric - decimal) +-- NumStreet: number of homeless people counted in the street (numeric - decimal) +-- PctForeignBorn: percent of people foreign born (numeric - decimal) +-- PctBornSameState: percent of people born in the same state as currently living (numeric - decimal) +-- PctSameHouse85: percent of people living in the same house as in 1985 (5 years before) (numeric - decimal) +-- PctSameCity85: percent of people living in the same city as in 1985 (5 years before) (numeric - decimal) +-- PctSameState85: percent of people living in the same state as in 1985 (5 years before) (numeric - decimal) +-- LemasSwornFT: number of sworn full time police officers (numeric - decimal) +-- LemasSwFTPerPop: sworn full time police officers per 100K population (numeric - decimal) +-- LemasSwFTFieldOps: number of sworn full time police officers in field operations (on the street as opposed to administrative etc) (numeric - decimal) +-- LemasSwFTFieldPerPop: sworn full time police officers in field operations (on the street as opposed to administrative etc) per 100K population (numeric - decimal) +-- LemasTotalReq: total requests for police (numeric - decimal) +-- LemasTotReqPerPop: total requests for police per 100K popuation (numeric - decimal) +-- PolicReqPerOffic: total requests for police per police officer (numeric - decimal) +-- PolicPerPop: police officers per 100K population (numeric - decimal) +-- RacialMatchCommPol: a measure of the racial match between the community and the police force. High values indicate proportions in community and police force are similar (numeric - decimal) +-- PctPolicWhite: percent of police that are caucasian (numeric - decimal) +-- PctPolicBlack: percent of police that are african american (numeric - decimal) +-- PctPolicHisp: percent of police that are hispanic (numeric - decimal) +-- PctPolicAsian: percent of police that are asian (numeric - decimal) +-- PctPolicMinor: percent of police that are minority of any kind (numeric - decimal) +-- OfficAssgnDrugUnits: number of officers assigned to special drug units (numeric - decimal) +-- NumKindsDrugsSeiz: number of different kinds of drugs seized (numeric - decimal) +-- PolicAveOTWorked: police average overtime worked (numeric - decimal) +-- LandArea: land area in square miles (numeric - decimal) +-- PopDens: population density in persons per square mile (numeric - decimal) +-- PctUsePubTrans: percent of people using public transit for commuting (numeric - decimal) +-- PolicCars: number of police cars (numeric - decimal) +-- PolicOperBudg: police operating budget (numeric - decimal) +-- LemasPctPolicOnPatr: percent of sworn full time police officers on patrol (numeric - decimal) +-- LemasGangUnitDeploy: gang unit deployed (numeric - decimal - but really ordinal - 0 means NO, 1 means YES, 0.5 means Part Time) +-- LemasPctOfficDrugUn: percent of officers assigned to drug units (numeric - decimal) +-- PolicBudgPerPop: police operating budget per population (numeric - decimal) +-- ViolentCrimesPerPop: total number of violent crimes per 100K popuation (numeric - decimal) GOAL attribute (to be predicted) + +Summary Statistics: +Min Max Mean SD Correl Median Mode Missing +population 0 1 0.06 0.13 0.37 0.02 0.01 0 +householdsize 0 1 0.46 0.16 -0.03 0.44 0.41 0 +racepctblack 0 1 0.18 0.25 0.63 0.06 0.01 0 +racePctWhite 0 1 0.75 0.24 -0.68 0.85 0.98 0 +racePctAsian 0 1 0.15 0.21 0.04 0.07 0.02 0 +racePctHisp 0 1 0.14 0.23 0.29 0.04 0.01 0 +agePct12t21 0 1 0.42 0.16 0.06 0.4 0.38 0 +agePct12t29 0 1 0.49 0.14 0.15 0.48 0.49 0 +agePct16t24 0 1 0.34 0.17 0.10 0.29 0.29 0 +agePct65up 0 1 0.42 0.18 0.07 0.42 0.47 0 +numbUrban 0 1 0.06 0.13 0.36 0.03 0 0 +pctUrban 0 1 0.70 0.44 0.08 1 1 0 +medIncome 0 1 0.36 0.21 -0.42 0.32 0.23 0 +pctWWage 0 1 0.56 0.18 -0.31 0.56 0.58 0 +pctWFarmSelf 0 1 0.29 0.20 -0.15 0.23 0.16 0 +pctWInvInc 0 1 0.50 0.18 -0.58 0.48 0.41 0 +pctWSocSec 0 1 0.47 0.17 0.12 0.475 0.56 0 +pctWPubAsst 0 1 0.32 0.22 0.57 0.26 0.1 0 +pctWRetire 0 1 0.48 0.17 -0.10 0.47 0.44 0 +medFamInc 0 1 0.38 0.20 -0.44 0.33 0.25 0 +perCapInc 0 1 0.35 0.19 -0.35 0.3 0.23 0 +whitePerCap 0 1 0.37 0.19 -0.21 0.32 0.3 0 +blackPerCap 0 1 0.29 0.17 -0.28 0.25 0.18 0 +indianPerCap 0 1 0.20 0.16 -0.09 0.17 0 0 +AsianPerCap 0 1 0.32 0.20 -0.16 0.28 0.18 0 +OtherPerCap 0 1 0.28 0.19 -0.13 0.25 0 1 +HispPerCap 0 1 0.39 0.18 -0.24 0.345 0.3 0 +NumUnderPov 0 1 0.06 0.13 0.45 0.02 0.01 0 +PctPopUnderPov 0 1 0.30 0.23 0.52 0.25 0.08 0 +PctLess9thGrade 0 1 0.32 0.21 0.41 0.27 0.19 0 +PctNotHSGrad 0 1 0.38 0.20 0.48 0.36 0.39 0 +PctBSorMore 0 1 0.36 0.21 -0.31 0.31 0.18 0 +PctUnemployed 0 1 0.36 0.20 0.50 0.32 0.24 0 +PctEmploy 0 1 0.50 0.17 -0.33 0.51 0.56 0 +PctEmplManu 0 1 0.40 0.20 -0.04 0.37 0.26 0 +PctEmplProfServ 0 1 0.44 0.18 -0.07 0.41 0.36 0 +PctOccupManu 0 1 0.39 0.20 0.30 0.37 0.32 0 +PctOccupMgmtProf 0 1 0.44 0.19 -0.34 0.4 0.36 0 +MalePctDivorce 0 1 0.46 0.18 0.53 0.47 0.56 0 +MalePctNevMarr 0 1 0.43 0.18 0.30 0.4 0.38 0 +FemalePctDiv 0 1 0.49 0.18 0.56 0.5 0.54 0 +TotalPctDiv 0 1 0.49 0.18 0.55 0.5 0.57 0 +PersPerFam 0 1 0.49 0.15 0.14 0.47 0.44 0 +PctFam2Par 0 1 0.61 0.20 -0.71 0.63 0.7 0 +PctKids2Par 0 1 0.62 0.21 -0.74 0.64 0.72 0 +PctYoungKids2Par 0 1 0.66 0.22 -0.67 0.7 0.91 0 +PctTeen2Par 0 1 0.58 0.19 -0.66 0.61 0.6 0 +PctWorkMomYoungKids 0 1 0.50 0.17 -0.02 0.51 0.51 0 +PctWorkMom 0 1 0.53 0.18 -0.15 0.54 0.57 0 +NumIlleg 0 1 0.04 0.11 0.47 0.01 0 0 +PctIlleg 0 1 0.25 0.23 0.74 0.17 0.09 0 +NumImmig 0 1 0.03 0.09 0.29 0.01 0 0 +PctImmigRecent 0 1 0.32 0.22 0.17 0.29 0 0 +PctImmigRec5 0 1 0.36 0.21 0.22 0.34 0 0 +PctImmigRec8 0 1 0.40 0.20 0.25 0.39 0.26 0 +PctImmigRec10 0 1 0.43 0.19 0.29 0.43 0.43 0 +PctRecentImmig 0 1 0.18 0.24 0.23 0.09 0.01 0 +PctRecImmig5 0 1 0.18 0.24 0.25 0.08 0.02 0 +PctRecImmig8 0 1 0.18 0.24 0.25 0.09 0.02 0 +PctRecImmig10 0 1 0.18 0.23 0.26 0.09 0.02 0 +PctSpeakEnglOnly 0 1 0.79 0.23 -0.24 0.87 0.96 0 +PctNotSpeakEnglWell 0 1 0.15 0.22 0.30 0.06 0.03 0 +PctLargHouseFam 0 1 0.27 0.20 0.38 0.2 0.17 0 +PctLargHouseOccup 0 1 0.25 0.19 0.29 0.19 0.19 0 +PersPerOccupHous 0 1 0.46 0.17 -0.04 0.44 0.37 0 +PersPerOwnOccHous 0 1 0.49 0.16 -0.12 0.48 0.45 0 +PersPerRentOccHous 0 1 0.40 0.19 0.25 0.36 0.32 0 +PctPersOwnOccup 0 1 0.56 0.20 -0.53 0.56 0.54 0 +PctPersDenseHous 0 1 0.19 0.21 0.45 0.11 0.06 0 +PctHousLess3BR 0 1 0.50 0.17 0.47 0.51 0.53 0 +MedNumBR 0 1 0.31 0.26 -0.36 0.5 0.5 0 +HousVacant 0 1 0.08 0.15 0.42 0.03 0.01 0 +PctHousOccup 0 1 0.72 0.19 -0.32 0.77 0.88 0 +PctHousOwnOcc 0 1 0.55 0.19 -0.47 0.54 0.52 0 +PctVacantBoarded 0 1 0.20 0.22 0.48 0.13 0 0 +PctVacMore6Mos 0 1 0.43 0.19 0.02 0.42 0.44 0 +MedYrHousBuilt 0 1 0.49 0.23 -0.11 0.52 0 0 +PctHousNoPhone 0 1 0.26 0.24 0.49 0.185 0.01 0 +PctWOFullPlumb 0 1 0.24 0.21 0.36 0.19 0 0 +OwnOccLowQuart 0 1 0.26 0.22 -0.21 0.18 0.09 0 +OwnOccMedVal 0 1 0.26 0.23 -0.19 0.17 0.08 0 +OwnOccHiQuart 0 1 0.27 0.24 -0.17 0.18 0.08 0 +RentLowQ 0 1 0.35 0.22 -0.25 0.31 0.13 0 +RentMedian 0 1 0.37 0.21 -0.24 0.33 0.19 0 +RentHighQ 0 1 0.42 0.25 -0.23 0.37 1 0 +MedRent 0 1 0.38 0.21 -0.24 0.34 0.17 0 +MedRentPctHousInc 0 1 0.49 0.17 0.33 0.48 0.4 0 +MedOwnCostPctInc 0 1 0.45 0.19 0.06 0.45 0.41 0 +MedOwnCostPctIncNoMtg 0 1 0.40 0.19 0.05 0.37 0.24 0 +NumInShelters 0 1 0.03 0.10 0.38 0 0 0 +NumStreet 0 1 0.02 0.10 0.34 0 0 0 +PctForeignBorn 0 1 0.22 0.23 0.19 0.13 0.03 0 +PctBornSameState 0 1 0.61 0.20 -0.08 0.63 0.78 0 +PctSameHouse85 0 1 0.54 0.18 -0.16 0.54 0.59 0 +PctSameCity85 0 1 0.63 0.20 0.08 0.67 0.74 0 +PctSameState85 0 1 0.65 0.20 -0.02 0.7 0.79 0 +LemasSwornFT 0 1 0.07 0.14 0.34 0.02 0.02 1675 +LemasSwFTPerPop 0 1 0.22 0.16 0.15 0.18 0.2 1675 +LemasSwFTFieldOps 0 1 0.92 0.13 -0.33 0.97 0.98 1675 +LemasSwFTFieldPerPop 0 1 0.25 0.16 0.16 0.21 0.19 1675 +LemasTotalReq 0 1 0.10 0.16 0.35 0.04 0.02 1675 +LemasTotReqPerPop 0 1 0.22 0.16 0.27 0.17 0.14 1675 +PolicReqPerOffic 0 1 0.34 0.20 0.17 0.29 0.23 1675 +PolicPerPop 0 1 0.22 0.16 0.15 0.18 0.2 1675 +RacialMatchCommPol 0 1 0.69 0.23 -0.46 0.74 0.78 1675 +PctPolicWhite 0 1 0.73 0.22 -0.44 0.78 0.72 1675 +PctPolicBlack 0 1 0.22 0.24 0.54 0.12 0 1675 +PctPolicHisp 0 1 0.13 0.20 0.12 0.06 0 1675 +PctPolicAsian 0 1 0.11 0.23 0.10 0 0 1675 +PctPolicMinor 0 1 0.26 0.23 0.49 0.2 0.07 1675 +OfficAssgnDrugUnits 0 1 0.08 0.12 0.34 0.04 0.03 1675 +NumKindsDrugsSeiz 0 1 0.56 0.20 0.13 0.57 0.57 1675 +PolicAveOTWorked 0 1 0.31 0.23 0.03 0.26 0.19 1675 +LandArea 0 1 0.07 0.11 0.20 0.04 0.01 0 +PopDens 0 1 0.23 0.20 0.28 0.17 0.09 0 +PctUsePubTrans 0 1 0.16 0.23 0.15 0.07 0.01 0 +PolicCars 0 1 0.16 0.21 0.38 0.08 0.02 1675 +PolicOperBudg 0 1 0.08 0.14 0.34 0.03 0.02 1675 +LemasPctPolicOnPatr 0 1 0.70 0.21 -0.08 0.75 0.74 1675 +LemasGangUnitDeploy 0 1 0.44 0.41 0.12 0.5 0 1675 +LemasPctOfficDrugUn 0 1 0.09 0.24 0.35 0 0 0 +PolicBudgPerPop 0 1 0.20 0.16 0.10 0.15 0.12 1675 +ViolentCrimesPerPop 0 1 0.24 0.23 1.00 0.15 0.03 0 + +Distribution of the Goal Variable (Violent Crimes per Population): +Range Frequency +0.000-0.067 484 +0.067-0.133 420 +0.133-0.200 284 +0.200-0.267 177 +0.267-0.333 142 +0.333-0.400 113 +0.400-0.467 59 +0.467-0.533 76 +0.533-0.600 57 +0.600-0.667 38 +0.667-0.733 37 +0.733-0.800 20 +0.800-0.867 23 +0.867-0.933 14 +0.933-1.000 50 + +----------------------------------------------------------------------------------------- + +Relevant Papers: + +No published results using this specific dataset. + +Related dataset used in Redmond and Baveja 'A data-driven software tool for enabling +cooperative information sharing among police departments' in European Journal of +Operational Research 141 (2002) 660-678; +That article includes a description of the integration of the three sources of data, +however, this data is normalized differently and more/different attributes are +included. + +----------------------------------------------------------------------------------------- + +Citation Request: + +Please cite the UCI Machine Learning Repository, my sources and my related paper: + +U. S. Department of Commerce, Bureau of the Census, Census Of Population And Housing +1990 United States: Summary Tape File 1a & 3a (Computer Files), + +U.S. Department Of Commerce, Bureau Of The Census Producer, Washington, DC and +Inter-university Consortium for Political and Social Research Ann Arbor, Michigan. +(1992) + +U.S. Department of Justice, Bureau of Justice Statistics, Law Enforcement Management +And Administrative Statistics (Computer File) U.S. Department Of Commerce, Bureau Of +The Census Producer, Washington, DC and Inter-university Consortium for Political and +Social Research Ann Arbor, Michigan. (1992) + +U.S. Department of Justice, Federal Bureau of Investigation, Crime in the United +States (Computer File) (1995) + +Redmond, M. A. and A. Baveja: A Data-Driven Software Tool for Enabling Cooperative +Information Sharing Among Police Departments. 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" + ], + "text/plain": [ + " state county community communityname fold population householdsize \\\n", + "16 36 1 1000 0 1 0.15 0.31 \n", + "23 19 193 93926 94 1 0.11 0.43 \n", + "33 51 680 47672 52 1 0.09 0.43 \n", + "68 34 23 58200 79 1 0.05 0.59 \n", + "74 9 9 46520 58 1 0.08 0.39 \n", + "... ... ... ... ... ... ... ... \n", + "1880 34 39 40350 50 10 0.04 0.39 \n", + "1963 36 27 59641 85 10 0.03 0.32 \n", + "1981 9 9 35650 36 10 0.07 0.38 \n", + "1991 9 9 80070 110 10 0.16 0.37 \n", + "1992 25 17 72600 107 10 0.08 0.51 \n", + "\n", + " racepctblack racePctWhite racePctAsian ... LandArea PopDens \\\n", + "16 0.40 0.63 0.14 ... 0.06 0.39 \n", + "23 0.04 0.89 0.09 ... 0.16 0.12 \n", + "33 0.51 0.58 0.04 ... 0.14 0.11 \n", + "68 0.23 0.39 0.09 ... 0.01 0.73 \n", + "74 0.08 0.85 0.04 ... 0.07 0.21 \n", + "... ... ... ... ... ... ... \n", + "1880 0.39 0.65 0.09 ... 0.03 0.28 \n", + "1963 0.61 0.47 0.09 ... 0.01 0.47 \n", + "1981 0.17 0.84 0.11 ... 0.09 0.13 \n", + "1991 0.25 0.69 0.04 ... 0.08 0.32 \n", + "1992 0.06 0.87 0.22 ... 0.03 0.38 \n", + "\n", + " PctUsePubTrans PolicCars PolicOperBudg LemasPctPolicOnPatr \\\n", + "16 0.84 0.06 0.06 0.91 \n", + "23 0.07 0.04 0.01 0.81 \n", + "33 0.19 0.05 0.01 0.75 \n", + "68 0.28 0 0.02 0.64 \n", + "74 0.04 0.02 0.01 0.7 \n", + "... ... ... ... ... \n", + "1880 0.32 0.02 0.01 0.85 \n", + "1963 0.42 0.07 0.08 0.49 \n", + "1981 0.17 0.02 0.01 0.72 \n", + "1991 0.18 0.08 0.06 0.78 \n", + "1992 0.33 0.02 0.02 0.79 \n", + "\n", + " LemasGangUnitDeploy LemasPctOfficDrugUn PolicBudgPerPop \\\n", + "16 0.5 0.88 0.26 \n", + "23 1 0.56 0.09 \n", + "33 0 0.60 0.1 \n", + "68 0 1.00 0.23 \n", + "74 1 0.44 0.11 \n", + "... ... ... ... \n", + "1880 0 0.99 0.19 \n", + "1963 0 0.37 1 \n", + "1981 0 0.62 0.15 \n", + "1991 0 0.91 0.28 \n", + "1992 0 0.22 0.18 \n", + "\n", + " ViolentCrimesPerPop \n", + "16 0.49 \n", + "23 0.63 \n", + "33 0.31 \n", + "68 0.50 \n", + "74 0.14 \n", + "... ... \n", + "1880 0.22 \n", + "1963 0.45 \n", + "1981 0.07 \n", + "1991 0.23 \n", + "1992 0.19 \n", + "\n", + "[123 rows x 128 columns]" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import sklearn\n", + "from sklearn.preprocessing import PolynomialFeatures, LabelEncoder\n", + "from sklearn.linear_model import LinearRegression, Ridge, RidgeCV\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.metrics import mean_squared_error\n", + "\n", + "col_names = [\n", + "\"state\",\n", + "\"county\",\n", + "\"community\",\n", + "\"communityname\",\n", + "\"fold\",\n", + "\"population\",\n", + "\"householdsize\",\n", + "\"racepctblack\",\n", + "\"racePctWhite\",\n", + "\"racePctAsian\",\n", + "\"racePctHisp\",\n", + "\"agePct12t21\",\n", + "\"agePct12t29\",\n", + "\"agePct16t24\",\n", + "\"agePct65up\",\n", + "\"numbUrban\",\n", + "\"pctUrban\",\n", + "\"medIncome\",\n", + "\"pctWWage\",\n", + "\"pctWFarmSelf\",\n", + "\"pctWInvInc\",\n", + "\"pctWSocSec\",\n", + "\"pctWPubAsst\",\n", + "\"pctWRetire\",\n", + "\"medFamInc\",\n", + "\"perCapInc\",\n", + "\"whitePerCap\",\n", + "\"blackPerCap\",\n", + "\"indianPerCap\",\n", + "\"AsianPerCap\",\n", + "\"OtherPerCap\",\n", + "\"HispPerCap\",\n", + "\"NumUnderPov\",\n", + "\"PctPopUnderPov\",\n", + "\"PctLess9thGrade\",\n", + "\"PctNotHSGrad\",\n", + "\"PctBSorMore\",\n", + "\"PctUnemployed\",\n", + "\"PctEmploy\",\n", + "\"PctEmplManu\",\n", + "\"PctEmplProfServ\",\n", + "\"PctOccupManu\",\n", + "\"PctOccupMgmtProf\",\n", + "\"MalePctDivorce\",\n", + "\"MalePctNevMarr\",\n", + "\"FemalePctDiv\",\n", + "\"TotalPctDiv\",\n", + "\"PersPerFam\",\n", + "\"PctFam2Par\",\n", + "\"PctKids2Par\",\n", + "\"PctYoungKids2Par\",\n", + "\"PctTeen2Par\",\n", + "\"PctWorkMomYoungKids\",\n", + "\"PctWorkMom\",\n", + "\"NumIlleg\",\n", + "\"PctIlleg\",\n", + "\"NumImmig\",\n", + "\"PctImmigRecent\",\n", + "\"PctImmigRec5\",\n", + "\"PctImmigRec8\",\n", + "\"PctImmigRec10\",\n", + "\"PctRecentImmig\",\n", + "\"PctRecImmig5\",\n", + "\"PctRecImmig8\",\n", + "\"PctRecImmig10\",\n", + "\"PctSpeakEnglOnly\",\n", + "\"PctNotSpeakEnglWell\",\n", + "\"PctLargHouseFam\",\n", + "\"PctLargHouseOccup\",\n", + "\"PersPerOccupHous\",\n", + "\"PersPerOwnOccHous\",\n", + "\"PersPerRentOccHous\",\n", + "\"PctPersOwnOccup\",\n", + "\"PctPersDenseHous\",\n", + "\"PctHousLess3BR\",\n", + "\"MedNumBR\",\n", + "\"HousVacant\",\n", + "\"PctHousOccup\",\n", + "\"PctHousOwnOcc\",\n", + "\"PctVacantBoarded\",\n", + "\"PctVacMore6Mos\",\n", + "\"MedYrHousBuilt\",\n", + "\"PctHousNoPhone\",\n", + "\"PctWOFullPlumb\",\n", + "\"OwnOccLowQuart\",\n", + "\"OwnOccMedVal\",\n", + "\"OwnOccHiQuart\",\n", + "\"RentLowQ\",\n", + "\"RentMedian\",\n", + "\"RentHighQ\",\n", + "\"MedRent\",\n", + "\"MedRentPctHousInc\",\n", + "\"MedOwnCostPctInc\",\n", + "\"MedOwnCostPctIncNoMtg\",\n", + "\"NumInShelters\",\n", + "\"NumStreet\",\n", + "\"PctForeignBorn\",\n", + "\"PctBornSameState\",\n", + "\"PctSameHouse85\",\n", + "\"PctSameCity85\",\n", + "\"PctSameState85\",\n", + "\"LemasSwornFT\",\n", + "\"LemasSwFTPerPop\",\n", + "\"LemasSwFTFieldOps\",\n", + "\"LemasSwFTFieldPerPop\",\n", + "\"LemasTotalReq\",\n", + "\"LemasTotReqPerPop\",\n", + "\"PolicReqPerOffic\",\n", + "\"PolicPerPop\",\n", + "\"RacialMatchCommPol\",\n", + "\"PctPolicWhite\",\n", + "\"PctPolicBlack\",\n", + "\"PctPolicHisp\",\n", + "\"PctPolicAsian\",\n", + "\"PctPolicMinor\",\n", + "\"OfficAssgnDrugUnits\",\n", + "\"NumKindsDrugsSeiz\",\n", + "\"PolicAveOTWorked\",\n", + "\"LandArea\",\n", + "\"PopDens\",\n", + "\"PctUsePubTrans\",\n", + "\"PolicCars\",\n", + "\"PolicOperBudg\",\n", + "\"LemasPctPolicOnPatr\",\n", + "\"LemasGangUnitDeploy\",\n", + "\"LemasPctOfficDrugUn\",\n", + "\"PolicBudgPerPop\",\n", + "\"ViolentCrimesPerPop\"]\n", + "\n", + "df = pd.read_csv('communities.data',names=col_names)\n", + "df = df.replace('?',None)\n", + "df = df.dropna(axis='rows')\n", + "\n", + "le = LabelEncoder()\n", + "le.fit(df['communityname'].unique())\n", + "df['communityname'] = le.transform(df['communityname'])\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "9c0f6f6d", + "metadata": {}, + "outputs": [], + "source": [ + "X = df.loc[:,df.columns != 'ViolentCrimesPerPop']\n", + "y = df['ViolentCrimesPerPop']" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "2bdc2e77", + "metadata": {}, + "outputs": [], + "source": [ + "X_train, X_test, y_train, y_test = train_test_split(poly_features, y, test_size=0.3)" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "2bbd2ddb", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/tonywesoly/.local/lib/python3.8/site-packages/sklearn/linear_model/_ridge.py:251: UserWarning: Singular matrix in solving dual problem. Using least-squares solution instead.\n", + " warnings.warn(\n" + ] + }, + { + "data": { + "text/plain": [ + "1.1533542718655332" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ridgecv = RidgeCV(alphas=np.arange(1, 100, 5), scoring='r2', cv=10)\n", + "ridgecv.fit(X, y)\n", + "ridge = Ridge(alpha=ridgecv.alpha_)\n", + "ridge.fit(X_train, y_train)\n", + "ridge_y_predicted = ridge.predict(X_test)\n", + "ridge_rmse = np.sqrt(mean_squared_error(y_test, ridge_y_predicted))\n", + "ridge_rmse" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "dbfe728b", + "metadata": {}, + "outputs": [], + "source": [ + "#poly = PolynomialFeatures(degree=11, include_bias=False)\n", + "#poly_features = poly.fit_transform(X)" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "3be15622", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1.6511181528162753" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "poly_reg_model = LinearRegression()\n", + "poly_reg_model.fit(X_train,y_train)\n", + "poly_reg_y_predicted = poly_reg_model.predict(X_test)\n", + "poly_reg_rmse = np.sqrt(mean_squared_error(y_test, poly_reg_y_predicted))\n", + "poly_reg_rmse" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "4ab0949a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.3085495600528652" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.3, random_state=42)\n", + "lin_reg_model = LinearRegression()\n", + "lin_reg_model.fit(X_train, y_train)\n", + "lin_reg_y_predicted = lin_reg_model.predict(X_test)\n", + "lin_reg_rmse = np.sqrt(mean_squared_error(y_test, lin_reg_y_predicted))\n", + "lin_reg_rmse" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "99365180", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0e0b2f8e", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/cw_8/flats_for_clustering.tsv b/cw_8/flats_for_clustering.tsv new file mode 100644 index 0000000..a65b03e --- /dev/null +++ b/cw_8/flats_for_clustering.tsv @@ -0,0 +1,4939 @@ +cena Powierzchnia w m2 Liczba pokoi Liczba pięter w budynku Piętro +290386 46 2 5 parter +450000 59 2 3 2 +375000 79 3 16 5 +400000 63 3 2 2 +389285 59 3 13 12 +539000 90 4 1 1 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{}, + "outputs": [], + "source": [ + "from sklearn.cluster import KMeans\n", + "from sklearn.decomposition import PCA\n", + "from sklearn.preprocessing import StandardScaler\n", + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Formatowanie danych" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " 0 1 2 3 4\n", + "0 -0.388640 -0.499154 -0.618683 -0.193055 -0.986574\n", + "1 0.481205 0.089217 -0.618683 -0.737328 -0.263285\n", + "2 0.072479 0.994405 0.503142 2.800447 0.821648\n", + "3 0.208721 0.270255 0.503142 -1.009464 -0.263285\n", + "4 0.150328 0.089217 0.503142 1.984038 3.353159" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = pd.read_csv('flats_for_clustering.tsv',sep='\\t')\n", + "data['Piętro'] = data['Piętro'].replace('parter','0')\n", + "data['Piętro'] = data['Piętro'].replace('niski parter','0')\n", + "data[\"Piętro\"] = data[\"Piętro\"].apply(pd.to_numeric, errors=\"coerce\")\n", + "data = data.dropna()\n", + "scaler = StandardScaler()\n", + "scaler.fit(data)\n", + "scaled_data = scaler.transform(data)\n", + "scaled_data = pd.DataFrame(scaled_data)\n", + "scaled_data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ], + "text/plain": [ + " cena Powierzchnia w m2 Liczba pokoi Liczba pięter w budynku Piętro \\\n", + "0 290386 46 2 5.0 0.0 \n", + "1 450000 59 2 3.0 2.0 \n", + "2 375000 79 3 16.0 5.0 \n", + "3 400000 63 3 2.0 2.0 \n", + "4 389285 59 3 13.0 12.0 \n", + "\n", + " Clusters \n", + "0 1 \n", + "1 0 \n", + "2 3 \n", + "3 3 \n", + "4 3 " + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3 2141\n", + "1 1385\n", + "0 558\n", + "4 133\n", + "2 26\n", + "Name: Clusters, dtype: int64" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data['Clusters'].value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sns.pairplot(data,hue='Clusters',palette='Spectral')" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Algorytm PCA" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "del data['Clusters']" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
XY
0-0.733842-0.981792
10.118314-0.727320
20.4338282.663883
30.725795-0.774859
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\n", + "
" + ], + "text/plain": [ + " X Y\n", + "0 -0.733842 -0.981792\n", + "1 0.118314 -0.727320\n", + "2 0.433828 2.663883\n", + "3 0.725795 -0.774859\n", + "4 -0.195982 3.810580" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pca = PCA(n_components=2)\n", + "pca.fit(scaled_data)\n", + "x_pca = pca.transform(scaled_data)\n", + "x_pca = pd.DataFrame(x_pca)\n", + "x_pca.columns = ['X','Y']\n", + "x_pca.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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"execution_count": 69, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sb\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "metadata": {}, + "outputs": [], + "source": [ + "X = np.linspace(0,100)\n", + "Y = X**2" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 71, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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3UzXZggULoFKpjDd/f3+pIxEREV3n410njefhLI0Lh4uj2T+TsAlmLzkzZszArFmzMHLkSISGhmL06NGYNm0aFixYAADw8fEBABQWFprcr7Cw0LjPx8cHRUVFJvvr6+tRXFxsMuZGj3Htc/zR7NmzodVqjbf8/PxbfLVERETmtf/kZXy0s2HG8fyHQ9BV7S5xIstl9pJTWVkJudz0Ye3s7GAwGAAAQUFB8PHxwc6dO437dTodkpKSEBUVBQCIiopCaWkpUlNTjWN27doFg8GAyMhI45h9+/ahrq7OOCYhIQHdu3e/4VdVAKBQKKBUKk1uRERErUWhrhpT16VBCGBkf3881Jfn4dwKs5ecBx54APPmzcPWrVtx9uxZbNy4Ee+//z4eeughAIBMJsPUqVPx9ttvY/PmzcjMzMSYMWPg6+uL4cOHAwB69OiBYcOG4ZlnnkFycjIOHDiASZMmYeTIkfD19QUAPPHEE3B0dER8fDyysrKwbt06fPTRR5g+fbq5XxIREVGzq9cb8OLaNOP1cN74Zy+pI1k+c0/r0ul0YsqUKSIgIEA4OTmJTp06iVdffdVkqrfBYBBz5swRarVaKBQKMWTIEJGTk2PyOFeuXBGjRo0Sbm5uQqlUinHjxomysjKTMRkZGWLQoEFCoVCIDh06iIULFzYpK6eQExFRa7Fo+zEROHOL6DlnmzhdVPb3d7BhjX3/lglxzaWIbYxOp4NKpYJWq+VXV0REJJndOUUYt/IQAODjUX3xQJivxIlat8a+f3PtKiIiIgkVlFZh+rp0AMDo2wJZcMyIJYeIiEgidb+fh1NSWYfQDiq8dn8PqSNZFZYcIiIiiSzekYPUcyVwd7LHp0+EQ2HPdanMiSWHiIhIAjuyNFix7wwAYPEjYQjwcpE4kfVhySEiImphZy9X4OX1GQCA+EFBGBZy44vY0q1hySEiImpBVbV6PPdtKspq6hER2Aaz7g2WOpLVYskhIiJqIUIIvLopE8c1ZWjr5ohP48LhYMe34ubCI0tERNRC1ibn44fDFyCXAR+PCoda6SR1JKvGkkNERNQCMvJL8cbmLADAK8OCEdXZS+JE1o8lh4iIqJmVVNTihe8Oo1ZvwNCeajw7uJPUkWwCSw4REVEz0hsEpqxLx4XSKnT0csG7j4VBJpNJHcsmsOQQERE1o493ncS+E5fg5CDHsif7QenkIHUkm8GSQ0RE1Ez25BTho50nAQDzHwpFj/ZcDLolseQQERE1g/MllZi6Lh1CAHGRAXg43E/qSDaHJYeIiMjMaur1eOG7wyitrENvPxXmPtBT6kg2iSWHiIjIzN7YnIUj57XwcHHA0jguvCkVlhwiIiIzWpuch7XJ+ZDJgI9G9oVfGy68KRWWHCIiIjNJyyvB6z82XPDv5aHdcWe3dhInsm0sOURERGZwqawGz3/bcMG/mF5qvHBXZ6kj2TyWHCIioltUpzdg4prD0Oiq0bmdK959lBf8aw1YcoiIiG7R/J+PITm3GG4Ke6wYEwF3XvCvVWDJISIiugUb085j5YGzAID3HgtD53Zu0gYiI5YcIiKim5RVoMXsHzIBAJPu7oKYXj4SJ6JrseQQERHdhNLKWjz3bSqq6wy4s1s7TPtHN6kj0R+w5BARETWR3iDw4to05BdXIcDTBUtG9oWdnCcatzYsOURERE303i85+PXkZTg72OGz0f2gcuGJxq0RSw4REVETbD96EUv3nAYAvPNIb64s3oqx5BARETXScY0O09dnAADiBwXhn2G+Eieiv8KSQ0RE1AglFbV45usUVNbqMbCLF2bfGyx1JPobLDlERER/o15vwKS1h40nGn8yKhz2dnwLbe34vxAREdHfmP/zcRw4dQUujnb4fEwE2rg6Sh2JGoElh4iI6C9sSMnHVwdyAQDvPxaG7j7uEieixmLJISIi+hNpeSV4deNRAMCUIV0xLKS9xImoKVhyiIiIbqBQV41nv0lFrd6AoT3VmDKkq9SRqIlYcoiIiP6guk6PZ79JRVFZDbqp3fD+430g5xWNLQ5LDhER0TWEEHht01Gk55dC5eyAz8dEwE1hL3UsugksOURERNdYdfAs/p16HnIZ8MkTfRHo5Sp1JLpJLDlERES/O3DqMt7eegwA8H/39cAdXdtJnIhuBUsOERERgNzLFXjhu8PQGwQeDu+A+EFBUkeiW8SSQ0RENk9bVYf41YegrapDH38PzH8oFDIZTzS2dCw5RERk0+r1BkxacxhnLlWgvcoJK8b0g5ODndSxyAxYcoiIyKa9vfUYfj15Gc4ODUs2eLs7SR2JzIQlh4iIbNaapDysOngWAPDB42EI6aCSNhCZFUsOERHZpIOnL2Pujw1LNrz0j25cssEKseQQEZHNOfv7TKp6g8A/w3wx6Z4uUkeiZsCSQ0RENkVXXYenv05BaWUdwvw9sOiR3pxJZaVYcoiIyGbU6w14cU0aThWVo73KCZ+P5kwqa8aSQ0RENmP+z8ex98QlODnIG2ZSKTmTypqx5BARkU34PjkPXx3IBQB88FgfzqSyASw5RERk9Q6euozXNjXMpJr+j264N5QzqWwBSw4REVm1U0XleO7bVONMqhc5k8pmsOQQEZHVulJeg3GrkqGrrkdEYBvOpLIxLDlERGSVquv0mPBNKvKLqxDg6YLPOJPK5rDkEBGR1RFC4JV/H0HquRIonezx1VP94eWmkDoWtTCWHCIisjofJJzA5owC2MtlWP5kP3TxdpM6EkmAJYeIiKzKf1LPY8muUwCA+Q+H4vYubSVORFJhySEiIquRdOYKZv1wBADw/F2d8ViEv8SJSErNUnIuXLiAJ598El5eXnB2dkZoaChSUlKM+4UQmDt3Ltq3bw9nZ2dER0fj5MmTJo9RXFyMuLg4KJVKeHh4ID4+HuXl5SZjjhw5gjvuuANOTk7w9/fHokWLmuPlEBGRBci9XIFnv01FnV4gNrQ9ZgztLnUkkpjZS05JSQkGDhwIBwcHbNu2DdnZ2XjvvffQpk0b45hFixZhyZIlWL58OZKSkuDq6oqYmBhUV1cbx8TFxSErKwsJCQnYsmUL9u3bhwkTJhj363Q6DB06FIGBgUhNTcXixYvxxhtvYMWKFeZ+SURE1MqVVNRi/KpDKK2sQx9/D7z3WBjkck4Vt3UyIYQw5wPOmjULBw4cwK+//nrD/UII+Pr64qWXXsLLL78MANBqtVCr1Vi1ahVGjhyJY8eOoWfPnjh06BAiIiIAANu3b8d9992H8+fPw9fXF8uWLcOrr74KjUYDR0dH43Nv2rQJx48fb1RWnU4HlUoFrVYLpVJphldPREQtraZej9FfJiM5txgdPJyxaeJAtHPnTCpr1tj3b7N/krN582ZERETg0Ucfhbe3N/r27YvPP//cuD83NxcajQbR0dHGbSqVCpGRkUhMTAQAJCYmwsPDw1hwACA6OhpyuRxJSUnGMYMHDzYWHACIiYlBTk4OSkpKbpitpqYGOp3O5EZERJbLYBCYseEIknOL4a6wx8px/VlwyMjsJefMmTNYtmwZunbtih07duD555/H5MmTsXr1agCARqMBAKjVapP7qdVq4z6NRgNvb2+T/fb29vD09DQZc6PHuPY5/mjBggVQqVTGm78/T0gjIrJk7/6SY5wqvvTJcHRTu0sdiVoRs5ccg8GA8PBwzJ8/H3379sWECRPwzDPPYPny5eZ+qiabPXs2tFqt8Zafny91JCIiuknfJZ3D0j2nAQALHg7FHV3bSZyIWhuzl5z27dujZ8+eJtt69OiBvLw8AICPjw8AoLCw0GRMYWGhcZ+Pjw+KiopM9tfX16O4uNhkzI0e49rn+COFQgGlUmlyIyIiy7PzWCHm/L6q+LTobniUU8XpBsxecgYOHIicnByTbSdOnEBgYCAAICgoCD4+Pti5c6dxv06nQ1JSEqKiogAAUVFRKC0tRWpqqnHMrl27YDAYEBkZaRyzb98+1NXVGcckJCSge/fuJjO5iIjIuhw5X4pJa9JgEMBjEX6YPISritONmb3kTJs2Db/99hvmz5+PU6dOYc2aNVixYgUmTpwIAJDJZJg6dSrefvttbN68GZmZmRgzZgx8fX0xfPhwAA2f/AwbNgzPPPMMkpOTceDAAUyaNAkjR46Er68vAOCJJ56Ao6Mj4uPjkZWVhXXr1uGjjz7C9OnTzf2SiIiolcgvrsT4VSmoqtPjjq5tMe+hUK4qTn9ONIOffvpJhISECIVCIYKDg8WKFStM9hsMBjFnzhyhVquFQqEQQ4YMETk5OSZjrly5IkaNGiXc3NyEUqkU48aNE2VlZSZjMjIyxKBBg4RCoRAdOnQQCxcubFJOrVYrAAitVntzL5SIiFpMSUWNuOfd3SJw5hYx7MN9QldVK3Ukkkhj37/Nfp0cS8Lr5BARWYZrr4Xjq3LCxokDoVY6SR2LJCLZdXKIiIjMyWAQeGl9xjXXwhnAgkONwpJDRESt2js7jmPLkYtwsJPhs9H90N2H18KhxmHJISKiVuvrxLP4bO8ZAMCiR3rj9i5tJU5EloQlh4iIWqWtRy7i9c1ZAICXh3bDQ339JE5EloYlh4iIWp2Dpy9j2rp0CAGMiQrExLt5LRxqOpYcIiJqVbILdHj261TU6g24N8QHrz/Qi9fCoZvCkkNERK1GfnElxq5MRllNPSKDPPHB431gJ2fBoZvDkkNERK3ClfIajP0qGZfKahDs444VYyLg5GAndSyyYCw5REQkucraeoxfnYIzlyvQwcMZq8cPgMrZQepYZOFYcoiISFJ1egNe+O4wMvJL0cbFAavH82J/ZB4sOUREJBkhBGb9JxN7ci7ByUGOL5/qjy7eblLHIivBkkNERJJ5Z3sO/nP4POzkMiyNC0d4QBupI5EVYckhIiJJfLk/F8v3ngYALHg4FPcEqyVORNaGJYeIiFrcf1LP460t2QCAGTHd8ViEv8SJyBqx5BARUYtKyC7EK/85AgAYPzAIL9zVWeJEZK1YcoiIqMUknr6CiWsOQ28QGBHuh9die/BqxtRsWHKIiKhFZJ7X4pmvU1Bbb0B0DzXeGREKOa9mTM2IJYeIiJrd6UvlGLsyGeW/L9fwyRN9YW/HtyBqXvwbRkREzaqgtAqjv0hCcUUtQjoo8cVYLtdALYMlh4iImk1xRS1Gf5mEAm01OrVzxepxA+DuxOUaqGWw5BARUbMor6nHUyuTcfpSBdqrnPBNfCS83BRSxyIbwpJDRERmV12nxzOrU3DkvBaero74Jj4SHTycpY5FNoYlh4iIzKpOb8DktWlIPHMFro52WDWO61GRNFhyiIjIbPQGgZc3ZOCX7EI42svx+dgI9PbzkDoW2SiWHCIiMgshBF7blIkf0wtgL5dhWVw4bu/cVupYZMNYcoiI6JYJIfDWlmNYm5wPuQz4cGQfDOnBBTdJWiw5RER0yz5IOIGvDuQCAN4Z0Rv39/aVOBERSw4REd2iZXtOY8muUwCAfz3YC49yRXFqJVhyiIjopn2deBbvbD8OAJh1bzDGRHWUNhDRNVhyiIjopmxIycfcH7MAAJPv6YLn7uwscSIiUyw5RETUZFuOFGDmf44AAOIHBWHaP7pJnIjoeiw5RETUJDuPFWLq9+kwCGDUgAC8FtsDMplM6lhE12HJISKiRtt74hKe/+4w6g0Cw/v44u3hISw41Gqx5BARUaMcOHUZE75OQW29ATG91Hj30TDYyVlwqPViySEior+VePoK4lcfQk29AdE9vPHxqHDY2/EthFo3/g0lIqK/dOhsMeJXH0J1nQF3d2+HT+PC4WjPtw9q/fi3lIiI/lTquRI89VUyKmv1uKNrWyx7sh8U9nZSxyJqFJYcIiK6ofT8Ujz1VTIqavW4vbMXPh8TAScHFhyyHCw5RER0nczzWoz+MgllNfWIDPLEl2P7s+CQxWHJISIiE1kFWjz5ZRLKquvRv2MbfPVUfzg7suCQ5WHJISIio+MaHZ78Ignaqjr0DfDAynED4KqwlzoW0U1hySEiIgBAjqYMcZ8noaSyDmF+KqwePwBuLDhkwfi3l4iIcOyiDnFfJKG4ohYhHZT4enwklE4OUsciuiUsOURENi6rQIsnv2j4BCe0gwrfxkdC5cKCQ5aPJYeIyIYdvdBwknHp719RfR0fCZUzCw5ZB5YcIiIblXlei7gvfoOuuh59/D3wdfwAfkVFVoUlh4jIBmXklxqniYcHeGD1+AFwZ8EhK8OSQ0RkY9LySjDmy2SU1dQjIrANVnEWFVkpTiEnIrIhqedKMPr3gjOgoycLDlk1/s0mIrIRKWeLMfb3tagigzzx1VP9eaE/smr8201EZAOSzlzBuFWHUFmrR1QnL3z5VARcHPkWQNaNf8OJiKzc3hOX8Ow3KaiuM2BgFy98MYZrUZFtYMkhIrJiv2RpMGlNGmr1BtzdvR2WPdmPq4mTzWDJISKyUpszCjBtXTr0BoF7Q3zw0ci+cLTnfBOyHSw5RERWaH1KPmb+5wiEAB7q2wGLH+kNezsWHLItLDlERFbm68SzmPtjFgBg1IAAzBseArlcJnEqopbX7LV+4cKFkMlkmDp1qnFbdXU1Jk6cCC8vL7i5uWHEiBEoLCw0uV9eXh5iY2Ph4uICb29vzJgxA/X19SZj9uzZg/DwcCgUCnTp0gWrVq1q7pdDRNSqfbb3tLHgjB8YhPkPseCQ7WrWknPo0CF89tln6N27t8n2adOm4aeffsKGDRuwd+9eFBQU4OGHHzbu1+v1iI2NRW1tLQ4ePIjVq1dj1apVmDt3rnFMbm4uYmNjcffddyM9PR1Tp07F008/jR07djTnSyIiapWEEPgg4QQWbDsOAJh0dxfMub8HZDIWHLJdMiGEaI4HLi8vR3h4OJYuXYq3334bffr0wYcffgitVot27dphzZo1eOSRRwAAx48fR48ePZCYmIjbbrsN27Ztw/3334+CggKo1WoAwPLlyzFz5kxcunQJjo6OmDlzJrZu3YqjR48an3PkyJEoLS3F9u3bG5VRp9NBpVJBq9VCqVSa/yAQEbUAIQQWbDuOFfvOAABmxHTHxLu7SJyKqPk09v272T7JmThxImJjYxEdHW2yPTU1FXV1dSbbg4ODERAQgMTERABAYmIiQkNDjQUHAGJiYqDT6ZCVlWUc88fHjomJMT7GjdTU1ECn05nciIgsmd4gMOfHo8aCM/f+niw4RL9rlhOPv//+exw+fBiHDh26bp9Go4GjoyM8PDxMtqvVamg0GuOYawvO1f1X9/3VGJ1Oh6qqKjg7O1/33AsWLMCbb75506+LiKg1qa034KUNGfgpowAyGTD/oVCMGhAgdSyiVsPsn+Tk5+djypQp+O677+Dk5GTuh78ls2fPhlarNd7y8/OljkREdFOqavWY8E0KfsoogL1chiUj+7LgEP2B2UtOamoqioqKEB4eDnt7e9jb22Pv3r1YsmQJ7O3toVarUVtbi9LSUpP7FRYWwsfHBwDg4+Nz3Wyrqz//3RilUnnDT3EAQKFQQKlUmtyIiCyNtqoOo79Mwp6cS3BykOOLsRF4IMxX6lhErY7ZS86QIUOQmZmJ9PR04y0iIgJxcXHGPzs4OGDnzp3G++Tk5CAvLw9RUVEAgKioKGRmZqKoqMg4JiEhAUqlEj179jSOufYxro65+hhERNaoqKwaI1f8hpRzJVA62ePb+Ejc1d1b6lhErZLZz8lxd3dHSEiIyTZXV1d4eXkZt8fHx2P69Onw9PSEUqnEiy++iKioKNx2220AgKFDh6Jnz54YPXo0Fi1aBI1Gg9deew0TJ06EQqEAADz33HP45JNP8Morr2D8+PHYtWsX1q9fj61bt5r7JRERtQr5xZV48ssknLtSibZuCnwTPwA92vMTaaI/I8kVjz/44API5XKMGDECNTU1iImJwdKlS4377ezssGXLFjz//POIioqCq6srxo4di3/961/GMUFBQdi6dSumTZuGjz76CH5+fvjiiy8QExMjxUsiImpWJwrLMPrLJBTqauDv6Yxv4yMR6OUqdSyiVq3ZrpNjCXidHCKyBGl5JRi36hBKK+vQTe2Gb+IjoVa2rokdRC2pse/fXLuKiKgV23/yMiZ8k4LKWj36Bnhg5VP94eHiKHUsIovAkkNE1Er9mH4BL2/IQJ1e4I6ubbH8yX5wVfDXNlFj8V8LEVEr9MWvZ/D21mMAgNjQ9nj/8TAo7O0kTkVkWVhyiIhaEYNBYMG2Y/j811wAwFO3d8Tc+3tyJXGim8CSQ0TUStTWGzDj3xn4Mb0AADDr3mA8O7gTVxInukksOURErUB5TT2e+yYV+09dhr1chkWP9MbD4X5SxyKyaCw5REQSKyqrxriVh5BVoIOLox2WPdkPd3ZrJ3UsIovHkkNEJKHcyxUY81US8our4OXqiJXj+qO3n4fUsYisAksOEZFE0vNLMX7VIRRX1CLQywWrxw1Ax7a8ijGRubDkEBFJICG7EJPXpqGqTo/QDip89VR/tHNXSB2LyKqw5BARtbBVB3Lx5pZsCAEM7tYOy+LCeZE/ombAf1VERC1EbxCYt/UYvjrQcA2cUQP88a8HQ+BgJ5c4GZF1YskhImoBVbV6TPk+Db9kFwIAZg4LxnN38ho4RM2JJYeIqJldKqvB06sPIeO8Fo52crz3WBgeCPOVOhaR1WPJISJqRqeKyvDUykM4X1IFDxcHfD4mAv07ekodi8gmsOQQETWTxNNX8Ow3KdBV1yPQywWrxg1AEKeIE7UYlhwiomawMe08Xvn3EdTpBcIDPPD5mAh4uXGKOFFLYskhIjIjg0Hgw/+ewJJdpwAAsaHt8d5jYXBysJM4GZHtYckhIjKTqlo9XtqQjp8zNQCAZ+/shJkxwZDLOYOKSAosOUREZqDRVuOZr1OQeUELBzsZ5j8Uikcj/KWORWTTWHKIiG7RkfOleHp1CorKauDp6ojPRvfjDCqiVoAlh4joFmw9chEvbUhHdZ0B3dRu+HJsf/h7ukgdi4jAkkNEdFOEEPh41ym8n3ACAHBX93b4eFRfuDs5SJyMiK5iySEiaqLqOj1m/PsIfsooAACMHxiEV2N7wI4nGBO1Kiw5RERNUKSrxoRvUpGeXwp7uQz/ejAET0QGSB2LiG6AJYeIqJHS8krw7DepKCqrgcrZAcueDMftndtKHYuI/gRLDhFRI6xPycdrG4+iVm9AV283fD4mAh25RANRq8aSQ0T0F+r0Bry9JRurE88BAIb2VOP9x/vATcFfn0StHf+VEhH9icvlNXjhu8NIzi0GAEyL7oYX7+nCKxgTWQiWHCKiGzh6QYsJX6egQFsNN4U9Pni8D/7RUy11LCJqApYcIqI/2JR2ATP/cwQ19QYEtXXF52P6oYu3u9SxiKiJWHKIiH5Xrzfgne3H8fmvuQAaLvD30ci+UDnzAn9Eloglh4gIDeffTPk+DQdOXQEATLy7M6b/ozsv8EdkwVhyiMjmHc4rwQvfHoZGVw1nBzssfrQ37u/tK3UsIrpFLDlEZLOEEPg68Rze3pqNOr1Ap3auWP5kP3RT8/wbImvAkkNENqmyth6zf8jEj+kN60/dF+qDd0b05gKbRFaEJYeIbM7pS+V4/ttUnCgsh51chtn3BiN+UBBkMp5/Q2RNWHKIyKZsy7yIGf8+gvKaerRzV+DTJ8IxIMhT6lhE1AxYcojIJvxxeviAIE988kRfeLs7SZyMiJoLSw4RWb2L2ipMWZuO5LMNyzNMGNwJM2K6w8FOLnEyImpOLDlEZNV25xRh+rp0lFTWwU1hj8WP9Ma9oe2ljkVELYAlh4isUp3egHd/ycFne88AAHr5KvHJE+EIausqcTIiaiksOURkdS6UVmHy2jSknisBAIyNCsTs+3rAycFO4mRE1JJYcojIqvw3uxAvbciAtqoO7k72WDSCX08R2SqWHCKyCrX1Bizafhxf7G+YPRXmp8LHo8IR4OUicTIikgpLDhFZvPziSkxam4aM/FIAQPygIMwcFgxHe86eIrJlLDlEZNE2ZxTg1Y2ZKKuuh8rZAe8+GoZ/9FRLHYuIWgGWHCKySOU19Zj741H8cPgCACA8wANLRvWFXxt+PUVEDVhyiMjipOWVYMr36cgrroRcBky6pysm39MF9ry4HxFdgyWHiCyG3iCwdPcpfLjzJPQGgQ4ezvhwZB/078i1p4joeiw5RGQRzpdUYtq6dBw623Dtm3+G+eKt4SFQOTtInIyIWiuWHCJq9a49udhNYY+3hvfC8D4dIJPJpI5GRK0YSw4RtVpl1XV4fXOW8eTivgEe+Ojxvrz2DRE1CksOEbVKB09dxox/H8GF0iqeXExEN4Ulh4halapaPd7ZfhyrDp4FAAR4uuC9x8J4cjERNRlLDhG1Gml5JXhpfQbOXK4AADwRGYBX7+sBVwV/VRFR05n9c98FCxagf//+cHd3h7e3N4YPH46cnByTMdXV1Zg4cSK8vLzg5uaGESNGoLCw0GRMXl4eYmNj4eLiAm9vb8yYMQP19fUmY/bs2YPw8HAoFAp06dIFq1atMvfLIaIWUFtvwLs7cjBi2UGcuVwBtVKBVeP6Y/5DoSw4RHTTzF5y9u7di4kTJ+K3335DQkIC6urqMHToUFRUVBjHTJs2DT/99BM2bNiAvXv3oqCgAA8//LBxv16vR2xsLGpra3Hw4EGsXr0aq1atwty5c41jcnNzERsbi7vvvhvp6emYOnUqnn76aezYscPcL4mImlGOpgzDPz2AT3afgkE0TA3fMXUw7uruLXU0IrJwMiGEaM4nuHTpEry9vbF3714MHjwYWq0W7dq1w5o1a/DII48AAI4fP44ePXogMTERt912G7Zt24b7778fBQUFUKsb1qBZvnw5Zs6ciUuXLsHR0REzZ87E1q1bcfToUeNzjRw5EqWlpdi+fXujsul0OqhUKmi1WiiVSvO/eCL6U3qDwBe/nsF7v5xArd4ADxcHvD08BPf39pU6GhG1co19/272aQparRYA4OnZcNJgamoq6urqEB0dbRwTHByMgIAAJCYmAgASExMRGhpqLDgAEBMTA51Oh6ysLOOYax/j6pirj3EjNTU10Ol0JjcianknC8swYtlBLNh2HLV6A+4J9sYvUwez4BCRWTXrl90GgwFTp07FwIEDERISAgDQaDRwdHSEh4eHyVi1Wg2NRmMcc23Bubr/6r6/GqPT6VBVVQVnZ+fr8ixYsABvvvmmWV4bETVdnd6A5XtO4+Ndp1CrN8BNYY859/fAYxH+vLAfEZlds5aciRMn4ujRo9i/f39zPk2jzZ49G9OnTzf+rNPp4O/vL2EiIttx9IIWr/z7CLIvNnyCek+wN+Y9FIL2quv/DwkRkTk0W8mZNGkStmzZgn379sHPz8+43cfHB7W1tSgtLTX5NKewsBA+Pj7GMcnJySaPd3X21bVj/jgjq7CwEEql8oaf4gCAQqGAQqG45ddGRI1XXafHx7tOYvneM9AbBDxcHPDGA73wYB9ffnpDRM3K7OfkCCEwadIkbNy4Ebt27UJQUJDJ/n79+sHBwQE7d+40bsvJyUFeXh6ioqIAAFFRUcjMzERRUZFxTEJCApRKJXr27Gkcc+1jXB1z9TGISHqp50oQu+RXfLr7NPQGgdjQ9kiYdieG9+W6U0TU/Mw+u+qFF17AmjVr8OOPP6J79+7G7SqVyvgJy/PPP4+ff/4Zq1atglKpxIsvvggAOHjwIICGKeR9+vSBr68vFi1aBI1Gg9GjR+Ppp5/G/PnzATRMIQ8JCcHEiRMxfvx47Nq1C5MnT8bWrVsRExPTqKycXUXUPCpr6/HeLyfw1YFcCAG0dVPg7eG9MCykvdTRiMgKNPb92+wl58/+39nKlSvx1FNPAWi4GOBLL72EtWvXoqamBjExMVi6dKnxqygAOHfuHJ5//nns2bMHrq6uGDt2LBYuXAh7+/99w7Znzx5MmzYN2dnZ8PPzw5w5c4zP0RgsOUTmt/t4EV7bdBQXSqsAACPC/TDn/h7wcHGUOBkRWQvJSo4lYckhMp9CXTXe/CkLP2c2zIDs4OGMeQ+F8KJ+RGR2jX3/5vXSieiW6A0C3/52Dot35KC8ph52chniBwVhanRXuDjyVwwRSYe/gYjopmUVaPF/P2Qi43zDRT/7+Htg/kOh6OnLT0aJSHosOUTUZBU19fgg4QRWHjwLvUHAXWGPV4Z1xxORgbCTc9YUEbUOLDlE1GhCCCRkF+KNzVko0FYDAGJ7t8fc+3tCrXSSOB0RkSmWHCJqlDOXyvHmT9nYe+ISAMCvjTPeGh6Cu3liMRG1Uiw5RPSXKmrq8cnuU/ji1zOo0ws42Mnw9B2dMPmernB2tJM6HhHRn2LJIaIbEkJgy5GLmLf1GDS6hq+m7uzWDq8/0BOd2rlJnI6I6O+x5BDRdXI0ZXh981H8dqYYAODv6Yy59/dCdA9vLsdARBaDJYeIjHTVdfgw4SRWJzbMmlLYyzHx7i6YMLgTnBz41RQRWRaWHCJCvd6AdSn5+CDhBC6X1wIAhvXywauxPeDv6SJxOiKim8OSQ2Tj9p64hHlbs3GisBwA0KmdK954oBcGd2sncTIiolvDkkNko04UlmHe1mPGKeEeLg6YOqQr4m4LhIOdXOJ0RES3jiWHyMZcLq/BBwknsDY5DwYBONjJMDaqI168pytULg5SxyMiMhuWHCIbUV2nx8oDZ/Hp7lMor6kH0HDezax7g9GxravE6YiIzI8lh8jK6Q0CP6ZfwHu/nMCF0ioAQGgHFV6L7YHITl4SpyMiaj4sOURWSgiBnceKsHhHDnIKywAAPkonvDKsO4b36QA5F9IkIivHkkNkhQ6dLcY7244j5VwJAEDpZI/n7+qCp27vyKUYiMhmsOQQWZFjF3VYvCMHu44XAQCcHOQYNzAIzw3uzJOKicjmsOQQWYG8K5X44L8nsCn9AoQA7OQyPN7fH1OGdIVa6SR1PCIiSbDkEFmwC6VVWLr7FNan5KNOLwAAsb3b4+Wh3RHEGVNEZONYcogsUEFpFT79Q7m5o2tbvBITjFA/lcTpiIhaB5YcIgtSUFqFpXtOYd2h/5WbqE5emBrdldPBiYj+gCWHyAJc1FZh6e7TWHcoH7V6A4CGcjMluituY7khIrohlhyiVqygtArL957G98n/KzeRQZ6YGt0NUZ1ZboiI/gpLDlErdKqoHJ/tPY1N6ReMX0sNCPLENJYbIqJGY8khakWOnC/F0t2nsSNbA9HQbXBbJ09MHtIVUZ28IJPxKsVERI3FkkMkMSEEDp6+gqV7TuHAqSvG7f/oqcbzd3VGeEAbCdMREVkulhwiiRgMAr9kF2LZnlPIOK8F0HARvwfDfPHcXZ3RTe0ucUIiIsvGkkPUwipr6/Gf1PNYeeAszlyuAAAo7OUY2d8fzwzuBL82LhInJCKyDiw5RC3korYKqw+ew9rkPGir6gAA7k72GBvVEU8N7Ii2bgqJExIRWReWHKJmlpFfii/35+LnzIuoNzScTRzo5YJxt3fEIxH+cFPwnyERUXPgb1eiZlCvN+CX7EJ8uT8XqedKjNsjgzwRPygIQ3qoYSfnTCkioubEkkNkRpfKarA+JR9rkvJwobQKAOBgJ8MDvX0xflAQQjpwXSkiopbCkkN0i4QQSMotxre/ncOOLI3x4n1tXBwQFxmIMVGB8FY6SZySiMj2sOQQ3SRddR02Hr6Ab387h5NF5cbtffw98ORtgbi/d3s4OdhJmJCIyLax5BA10dELWnyXdA6b0gpQVacHADg72GF4X1/ERQbyKykiolaCJYeoEUoqarEp/QI2pJxH9kWdcXtXbzc8eVsgHgrvAKWTg4QJiYjoj1hyiP6E3iCw7+QlbEjJx3+zi4yrgDvayTG0lxqjbwvEgCBPridFRNRKseQQ/cGZS+XYkHoePxw+j0JdjXF7L18lHu3nhwf7dEAbV0cJExIRUWOw5BABKK6oxc+ZF7Ep7QJSrrmuTRsXBzzYpwMejfBDL1+ea0NEZElYcshmVdTUIyG7ED+mX8CvJy8br0YslwF3dffGo/38cE8PbyjsOUOKiMgSseSQTamp12NvziVszijAf48VorrOYNwX0kGJf4b54sE+HaDmdW2IiCweSw5Zvdp6A347cwU/Z17Ez5kXoauuN+4LauuKf4b54p99fNG5nZuEKYmIyNxYcsgqVdXqsffEJfySpcF/jxWaFBu1UoEHejd8YhPSQcnZUUREVoolh6yGtqoOu48XYftRDfacKDL5KqqtmwJDe6nxQG9fDAjy5OKYREQ2gCWHLNr5kkrszrmEhOxCJJ6+bFw3CgD82jhjWC8fDAvxQd+ANiw2REQ2hiWHLEptvQEp54qxJ+cSdh8vMlkzCgC6qd0Q08sHMb180MuXX0UREdkylhxq9TTaauzJKcKenEvYf+oyymv+d36NnVyGfgFtcFdwO8T08uHJw0REZMSSQ62OrroOyWeKcfD0FRw8fRnHNWUm+9u6OeLObt64O7gd7ujSDioXrhlFRETXY8khyVXV6pF6rgQHT1/GgdNXkHm+FIb/nVoDmQwI8/PA3d0bik2Irwpynl9DRER/gyWHWlx5TT0y8ktx6GwxEk9fQVpeqXHxy6s6erkgqnNbDOzihahOXvByU0iUloiILBVLDjUrIQTOl1ThcF4JUs+VIOVsCY5rdCaf1ACAj9IJt3fxwu2d2yKqsxc6eDhLE5iIiKwGSw6ZVUVNPbIv6nDkvBap54qReq7EZCXvqzp4OKNfYBv0D/LEwM5eCGrryplQRERkViw5dNN01XXILtDh6AUtMi9ocfSCFmcuV0D84VMae7kMvXyVCA9sg4hAT4QHeqC9ip/UEBFR82LJob+lNwjkFVfiZGEZThaV49hFHbIKdMi9XHHD8T5KJ4R0UKJvQBv0C2yDMD8PODtyJW8iImpZLDlkpDcI5BdX4mRROU4UluFkYRlOFJbj9KVy1NQbbnifDh7O6OWrRGgHFUL8VAjxVaGdO08SJiIi6Vl8yfn000+xePFiaDQahIWF4eOPP8aAAQOkjtVqVdfpkVdciXNXKnHuSoXxz3nFlThfUmmyLMK1FPZydPF2Qze1O7qq3RDiq0IvXyVnPRERUatl0SVn3bp1mD59OpYvX47IyEh8+OGHiImJQU5ODry9vaWO1+Jq6w0o1FVDo6uGRluNQl01Lmobfi7UViO/pPKGJwFfS2EvR+d2buimdkNXtTu6/l5s/D1duPYTERFZFJkQfzxN1HJERkaif//++OSTTwAABoMB/v7+ePHFFzFr1qy/vb9Op4NKpYJWq4VSqWzuuI0mhEBNvQGVtXpU1NSjpLIWJZV1KKmobfhzRcPPxZW1KK2sRXFFHYp01bhSUduox3dX2CPAywWBXi4I8HRF4O9/DvRyhY/SiWWGiIhatca+f1vsJzm1tbVITU3F7Nmzjdvkcjmio6ORmJh4w/vU1NSgpuZ/n2TodLpmyfb+LznQVdej3mCA3iBQrxcN/zU0/Pfqn+v0BlTW1qOyVm8sNFW1elTU1l93HZnGcrSXQ61UoL3SGWqVE3yUCqiVTvBROaGDhzMCvVzRxsWB07WJiMjqWWzJuXz5MvR6PdRqtcl2tVqN48eP3/A+CxYswJtvvtns2dYeyselsr/+WqixnBzkaOPiCA8XR3i6OjT818URbVwc0MbV8fd9DvB2bygyLDBEREQNLLbk3IzZs2dj+vTpxp91Oh38/f3N/jzjBnZEVa0ednIZ7OUy2MnlsJMDdnL57z83bLe3k8PV0Q7OjnZwVdjDxdEOLo72cHW0g4vCHs4OdvzqiIiI6CZZbMlp27Yt7OzsUFhYaLK9sLAQPj4+N7yPQqGAQtH8s4FeuKtLsz8HERER/TW51AFulqOjI/r164edO3catxkMBuzcuRNRUVESJiMiIqLWwGI/yQGA6dOnY+zYsYiIiMCAAQPw4YcfoqKiAuPGjZM6GhEREUnMokvO448/jkuXLmHu3LnQaDTo06cPtm/fft3JyERERGR7LPo6ObeqtV4nh4iIiP5cY9+/LfacHCIiIqK/wpJDREREVoklh4iIiKwSSw4RERFZJZYcIiIiskosOURERGSVWHKIiIjIKrHkEBERkVViySEiIiKrZNHLOtyqqxd71ul0EichIiKixrr6vv13izbYdMkpKysDAPj7+0uchIiIiJqqrKwMKpXqT/fb9NpVBoMBBQUFcHd3h0wmM9vj6nQ6+Pv7Iz8/n2tiNSMe55bDY90yeJxbBo9zy2jO4yyEQFlZGXx9fSGX//mZNzb9SY5cLoefn1+zPb5SqeQ/oBbA49xyeKxbBo9zy+BxbhnNdZz/6hOcq3jiMREREVkllhwiIiKySiw5zUChUOD111+HQqGQOopV43FuOTzWLYPHuWXwOLeM1nCcbfrEYyIiIrJe/CSHiIiIrBJLDhEREVkllhwiIiKySiw5REREZJVYcprBp59+io4dO8LJyQmRkZFITk6WOpJFW7BgAfr37w93d3d4e3tj+PDhyMnJMRlTXV2NiRMnwsvLC25ubhgxYgQKCwslSmz5Fi5cCJlMhqlTpxq38Ribz4ULF/Dkk0/Cy8sLzs7OCA0NRUpKinG/EAJz585F+/bt4ezsjOjoaJw8eVLCxJZHr9djzpw5CAoKgrOzMzp37oy33nrLZK0jHuem27dvHx544AH4+vpCJpNh06ZNJvsbc0yLi4sRFxcHpVIJDw8PxMfHo7y8vHkCCzKr77//Xjg6OoqvvvpKZGVliWeeeUZ4eHiIwsJCqaNZrJiYGLFy5Upx9OhRkZ6eLu677z4REBAgysvLjWOee+454e/vL3bu3ClSUlLEbbfdJm6//XYJU1uu5ORk0bFjR9G7d28xZcoU43YeY/MoLi4WgYGB4qmnnhJJSUnizJkzYseOHeLUqVPGMQsXLhQqlUps2rRJZGRkiH/+858iKChIVFVVSZjcssybN094eXmJLVu2iNzcXLFhwwbh5uYmPvroI+MYHuem+/nnn8Wrr74qfvjhBwFAbNy40WR/Y47psGHDRFhYmPjtt9/Er7/+Krp06SJGjRrVLHlZcsxswIABYuLEicaf9Xq98PX1FQsWLJAwlXUpKioSAMTevXuFEEKUlpYKBwcHsWHDBuOYY8eOCQAiMTFRqpgWqaysTHTt2lUkJCSIO++801hyeIzNZ+bMmWLQoEF/ut9gMAgfHx+xePFi47bS0lKhUCjE2rVrWyKiVYiNjRXjx4832fbwww+LuLg4IQSPszn8seQ05phmZ2cLAOLQoUPGMdu2bRMymUxcuHDB7Bn5dZUZ1dbWIjU1FdHR0cZtcrkc0dHRSExMlDCZddFqtQAAT09PAEBqairq6upMjntwcDACAgJ43Jto4sSJiI2NNTmWAI+xOW3evBkRERF49NFH4e3tjb59++Lzzz837s/NzYVGozE51iqVCpGRkTzWTXD77bdj586dOHHiBAAgIyMD+/fvx7333guAx7k5NOaYJiYmwsPDAxEREcYx0dHRkMvlSEpKMnsmm16g09wuX74MvV4PtVptsl2tVuP48eMSpbIuBoMBU6dOxcCBAxESEgIA0Gg0cHR0hIeHh8lYtVoNjUYjQUrL9P333+Pw4cM4dOjQdft4jM3nzJkzWLZsGaZPn47/+7//w6FDhzB58mQ4Ojpi7NixxuN5o98jPNaNN2vWLOh0OgQHB8POzg56vR7z5s1DXFwcAPA4N4PGHFONRgNvb2+T/fb29vD09GyW486SQxZl4sSJOHr0KPbv3y91FKuSn5+PKVOmICEhAU5OTlLHsWoGgwERERGYP38+AKBv3744evQoli9fjrFjx0qcznqsX78e3333HdasWYNevXohPT0dU6dOha+vL4+zDeHXVWbUtm1b2NnZXTfjpLCwED4+PhKlsh6TJk3Cli1bsHv3bvj5+Rm3+/j4oLa2FqWlpSbjedwbLzU1FUVFRQgPD4e9vT3s7e2xd+9eLFmyBPb29lCr1TzGZtK+fXv07NnTZFuPHj2Ql5cHAMbjyd8jt2bGjBmYNWsWRo4cidDQUIwePRrTpk3DggULAPA4N4fGHFMfHx8UFRWZ7K+vr0dxcXGzHHeWHDNydHREv379sHPnTuM2g8GAnTt3IioqSsJklk0IgUmTJmHjxo3YtWsXgoKCTPb369cPDg4OJsc9JycHeXl5PO6NNGTIEGRmZiI9Pd14i4iIQFxcnPHPPMbmMXDgwOsugXDixAkEBgYCAIKCguDj42NyrHU6HZKSknism6CyshJyuelbnJ2dHQwGAwAe5+bQmGMaFRWF0tJSpKamGsfs2rULBoMBkZGR5g9l9lOZbdz3338vFAqFWLVqlcjOzhYTJkwQHh4eQqPRSB3NYj3//PNCpVKJPXv2iIsXLxpvlZWVxjHPPfecCAgIELt27RIpKSkiKipKREVFSZja8l07u0oIHmNzSU5OFvb29mLevHni5MmT4rvvvhMuLi7i22+/NY5ZuHCh8PDwED/++KM4cuSIePDBBzm1uYnGjh0rOnToYJxC/sMPP4i2bduKV155xTiGx7npysrKRFpamkhLSxMAxPvvvy/S0tLEuXPnhBCNO6bDhg0Tffv2FUlJSWL//v2ia9eunEJuST7++GMREBAgHB0dxYABA8Rvv/0mdSSLBuCGt5UrVxrHVFVViRdeeEG0adNGuLi4iIceekhcvHhRutBW4I8lh8fYfH766ScREhIiFAqFCA4OFitWrDDZbzAYxJw5c4RarRYKhUIMGTJE5OTkSJTWMul0OjFlyhQREBAgnJycRKdOncSrr74qampqjGN4nJtu9+7dN/x9PHbsWCFE447plStXxKhRo4Sbm5tQKpVi3LhxoqysrFnyyoS45vKPRERERFaC5+QQERGRVWLJISIiIqvEkkNERERWiSWHiIiIrBJLDhEREVkllhwiIiKySiw5REREZJVYcoiIiMgqseQQERGRVWLJISIiIqvEkkNERERWiSWHiIiIrNL/A3qgiUClJOVSAAAAAElFTkSuQmCC", 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.subplot(3,1,(1,2))\n", + "plt.plot(X,Y,'red')\n", + "plt.subplot(3,1,(3,3))\n", + "plt.plot(X,Y,'blue')" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 73, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig_1 = plt.figure(figsize=(6,3))\n", + "axes_1 = fig_1.add_axes([0,0.6,0.5,1])\n", + "axes_1.plot(X,Y)\n", + "axes_2 = fig_1.add_axes([0,0,0.5,0.5])\n", + "axes_2.plot(Y,X)\n", + "# axes_1 = fig_2.add" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 74, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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