diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..c059800
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,23 @@
+# Nasz obraz będzie dzidziczył z obrazu Ubuntu w wersji latest
+FROM ubuntu:latest
+
+# Instalujemy niezbędne zależności. Zwróć uwagę na flagę "-y" (assume yes)
+RUN apt update && apt install -y git
+RUN apt install -y python3-pip
+RUN apt install -y curl
+RUN pip3 install --user wget
+RUN pip3 install --user kaggle
+RUN pip3 install --user seaborn
+RUN pip3 install --user sklearn
+RUN pip3 install --user pandas
+RUN pip3 install --user matplotlib
+
+# Stwórzmy w kontenerze (jeśli nie istnieje) katalog /app i przejdźmy do niego (wszystkie kolejne polecenia RUN, CMD, ENTRYPOINT, COPY i ADD będą w nim wykonywane)
+WORKDIR /app
+
+# Skopiujmy nasz skrypt do katalogu /app w kontenerze
+COPY ./test.sh ./
+COPY ./Python_file.py ./
+
+# Domyślne polecenie, które zostanie uruchomione w kontenerze po jego starcie
+CMD ./test.sh
\ No newline at end of file
diff --git a/Jenkinsfile b/Jenkinsfile
index 39da665..9ee5562 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -1,5 +1,7 @@
 pipeline {
-   agent any
+   agent { 
+      dockerfile true 
+   }  
    //Definijuemy parametry, które będzie można podać podczas wywoływania zadania
    parameters {
      string (
@@ -9,6 +11,12 @@ pipeline {
          trim: false
         )
    }
+   stages {
+    stage('Test') {
+        steps {
+            sh 'cat /etc/issue'
+         }
+      }
    stages {
       // 4. Repozytorium [2 pkt]
       stage('checkout: Check out from version control') {
diff --git a/Zajęcia4/Dockerfile b/Zajęcia4/Dockerfile
index 4c1f891..c059800 100644
--- a/Zajęcia4/Dockerfile
+++ b/Zajęcia4/Dockerfile
@@ -5,6 +5,7 @@ FROM ubuntu:latest
 RUN apt update && apt install -y git
 RUN apt install -y python3-pip
 RUN apt install -y curl
+RUN pip3 install --user wget
 RUN pip3 install --user kaggle
 RUN pip3 install --user seaborn
 RUN pip3 install --user sklearn
@@ -16,4 +17,7 @@ WORKDIR /app
 
 # Skopiujmy nasz skrypt do katalogu /app w kontenerze
 COPY ./test.sh ./
-COPY ./IUM_1_434788.ipynb ./
\ No newline at end of file
+COPY ./Python_file.py ./
+
+# Domyślne polecenie, które zostanie uruchomione w kontenerze po jego starcie
+CMD ./test.sh
\ No newline at end of file
diff --git a/Zajęcia4/IUM_1_434788.ipynb b/Zajęcia4/IUM_1_434788.ipynb
deleted file mode 100644
index 31e0c66..0000000
--- a/Zajęcia4/IUM_1_434788.ipynb
+++ /dev/null
@@ -1,3306 +0,0 @@
-{
-  "nbformat": 4,
-  "nbformat_minor": 0,
-  "metadata": {
-    "colab": {
-      "name": "IUM_1_434788.ipynb",
-      "provenance": [],
-      "collapsed_sections": [],
-      "toc_visible": true
-    },
-    "kernelspec": {
-      "name": "python3",
-      "display_name": "Python 3"
-    }
-  },
-  "cells": [
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "shaFKPEixPn4"
-      },
-      "source": [
-        "# 1. Pobranie zbioru danych z Repozytorium"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "id": "-03GDjWtxD7W",
-        "outputId": "3cefd33d-3ef4-4c16-963e-ffa6e9e781de"
-      },
-      "source": [
-        "!curl -OL https://git.wmi.amu.edu.pl/s434788/ium_434788/raw/branch/master/winequality-red.csv"
-      ],
-      "execution_count": 1,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "text": [
-            "  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current\n",
-            "                                 Dload  Upload   Total   Spent    Left  Speed\n",
-            "100   98k    0   98k    0     0  74502      0 --:--:--  0:00:01 --:--:-- 74502\n"
-          ],
-          "name": "stdout"
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 419
-        },
-        "id": "sAUNi0ylxWUm",
-        "outputId": "fe879388-072d-4845-f3b5-f06a4fca5f1e"
-      },
-      "source": [
-        "import pandas as pd\n",
-        "wine=pd.read_csv('winequality-red.csv')\n",
-        "wine"
-      ],
-      "execution_count": 2,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/html": [
-              "<div>\n",
-              "<style scoped>\n",
-              "    .dataframe tbody tr th:only-of-type {\n",
-              "        vertical-align: middle;\n",
-              "    }\n",
-              "\n",
-              "    .dataframe tbody tr th {\n",
-              "        vertical-align: top;\n",
-              "    }\n",
-              "\n",
-              "    .dataframe thead th {\n",
-              "        text-align: right;\n",
-              "    }\n",
-              "</style>\n",
-              "<table border=\"1\" class=\"dataframe\">\n",
-              "  <thead>\n",
-              "    <tr style=\"text-align: right;\">\n",
-              "      <th></th>\n",
-              "      <th>fixed acidity</th>\n",
-              "      <th>volatile acidity</th>\n",
-              "      <th>citric acid</th>\n",
-              "      <th>residual sugar</th>\n",
-              "      <th>chlorides</th>\n",
-              "      <th>free sulfur dioxide</th>\n",
-              "      <th>total sulfur dioxide</th>\n",
-              "      <th>density</th>\n",
-              "      <th>pH</th>\n",
-              "      <th>sulphates</th>\n",
-              "      <th>alcohol</th>\n",
-              "      <th>quality</th>\n",
-              "    </tr>\n",
-              "  </thead>\n",
-              "  <tbody>\n",
-              "    <tr>\n",
-              "      <th>0</th>\n",
-              "      <td>7.4</td>\n",
-              "      <td>0.700</td>\n",
-              "      <td>0.00</td>\n",
-              "      <td>1.9</td>\n",
-              "      <td>0.076</td>\n",
-              "      <td>11.0</td>\n",
-              "      <td>34.0</td>\n",
-              "      <td>0.99780</td>\n",
-              "      <td>3.51</td>\n",
-              "      <td>0.56</td>\n",
-              "      <td>9.4</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1</th>\n",
-              "      <td>7.8</td>\n",
-              "      <td>0.880</td>\n",
-              "      <td>0.00</td>\n",
-              "      <td>2.6</td>\n",
-              "      <td>0.098</td>\n",
-              "      <td>25.0</td>\n",
-              "      <td>67.0</td>\n",
-              "      <td>0.99680</td>\n",
-              "      <td>3.20</td>\n",
-              "      <td>0.68</td>\n",
-              "      <td>9.8</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>2</th>\n",
-              "      <td>7.8</td>\n",
-              "      <td>0.760</td>\n",
-              "      <td>0.04</td>\n",
-              "      <td>2.3</td>\n",
-              "      <td>0.092</td>\n",
-              "      <td>15.0</td>\n",
-              "      <td>54.0</td>\n",
-              "      <td>0.99700</td>\n",
-              "      <td>3.26</td>\n",
-              "      <td>0.65</td>\n",
-              "      <td>9.8</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>3</th>\n",
-              "      <td>11.2</td>\n",
-              "      <td>0.280</td>\n",
-              "      <td>0.56</td>\n",
-              "      <td>1.9</td>\n",
-              "      <td>0.075</td>\n",
-              "      <td>17.0</td>\n",
-              "      <td>60.0</td>\n",
-              "      <td>0.99800</td>\n",
-              "      <td>3.16</td>\n",
-              "      <td>0.58</td>\n",
-              "      <td>9.8</td>\n",
-              "      <td>6</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>4</th>\n",
-              "      <td>7.4</td>\n",
-              "      <td>0.700</td>\n",
-              "      <td>0.00</td>\n",
-              "      <td>1.9</td>\n",
-              "      <td>0.076</td>\n",
-              "      <td>11.0</td>\n",
-              "      <td>34.0</td>\n",
-              "      <td>0.99780</td>\n",
-              "      <td>3.51</td>\n",
-              "      <td>0.56</td>\n",
-              "      <td>9.4</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>...</th>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1594</th>\n",
-              "      <td>6.2</td>\n",
-              "      <td>0.600</td>\n",
-              "      <td>0.08</td>\n",
-              "      <td>2.0</td>\n",
-              "      <td>0.090</td>\n",
-              "      <td>32.0</td>\n",
-              "      <td>44.0</td>\n",
-              "      <td>0.99490</td>\n",
-              "      <td>3.45</td>\n",
-              "      <td>0.58</td>\n",
-              "      <td>10.5</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1595</th>\n",
-              "      <td>5.9</td>\n",
-              "      <td>0.550</td>\n",
-              "      <td>0.10</td>\n",
-              "      <td>2.2</td>\n",
-              "      <td>0.062</td>\n",
-              "      <td>39.0</td>\n",
-              "      <td>51.0</td>\n",
-              "      <td>0.99512</td>\n",
-              "      <td>3.52</td>\n",
-              "      <td>0.76</td>\n",
-              "      <td>11.2</td>\n",
-              "      <td>6</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1596</th>\n",
-              "      <td>6.3</td>\n",
-              "      <td>0.510</td>\n",
-              "      <td>0.13</td>\n",
-              "      <td>2.3</td>\n",
-              "      <td>0.076</td>\n",
-              "      <td>29.0</td>\n",
-              "      <td>40.0</td>\n",
-              "      <td>0.99574</td>\n",
-              "      <td>3.42</td>\n",
-              "      <td>0.75</td>\n",
-              "      <td>11.0</td>\n",
-              "      <td>6</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1597</th>\n",
-              "      <td>5.9</td>\n",
-              "      <td>0.645</td>\n",
-              "      <td>0.12</td>\n",
-              "      <td>2.0</td>\n",
-              "      <td>0.075</td>\n",
-              "      <td>32.0</td>\n",
-              "      <td>44.0</td>\n",
-              "      <td>0.99547</td>\n",
-              "      <td>3.57</td>\n",
-              "      <td>0.71</td>\n",
-              "      <td>10.2</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1598</th>\n",
-              "      <td>6.0</td>\n",
-              "      <td>0.310</td>\n",
-              "      <td>0.47</td>\n",
-              "      <td>3.6</td>\n",
-              "      <td>0.067</td>\n",
-              "      <td>18.0</td>\n",
-              "      <td>42.0</td>\n",
-              "      <td>0.99549</td>\n",
-              "      <td>3.39</td>\n",
-              "      <td>0.66</td>\n",
-              "      <td>11.0</td>\n",
-              "      <td>6</td>\n",
-              "    </tr>\n",
-              "  </tbody>\n",
-              "</table>\n",
-              "<p>1599 rows × 12 columns</p>\n",
-              "</div>"
-            ],
-            "text/plain": [
-              "      fixed acidity  volatile acidity  citric acid  ...  sulphates  alcohol  quality\n",
-              "0               7.4             0.700         0.00  ...       0.56      9.4        5\n",
-              "1               7.8             0.880         0.00  ...       0.68      9.8        5\n",
-              "2               7.8             0.760         0.04  ...       0.65      9.8        5\n",
-              "3              11.2             0.280         0.56  ...       0.58      9.8        6\n",
-              "4               7.4             0.700         0.00  ...       0.56      9.4        5\n",
-              "...             ...               ...          ...  ...        ...      ...      ...\n",
-              "1594            6.2             0.600         0.08  ...       0.58     10.5        5\n",
-              "1595            5.9             0.550         0.10  ...       0.76     11.2        6\n",
-              "1596            6.3             0.510         0.13  ...       0.75     11.0        6\n",
-              "1597            5.9             0.645         0.12  ...       0.71     10.2        5\n",
-              "1598            6.0             0.310         0.47  ...       0.66     11.0        6\n",
-              "\n",
-              "[1599 rows x 12 columns]"
-            ]
-          },
-          "metadata": {
-            "tags": []
-          },
-          "execution_count": 2
-        }
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "4H-i6DJlxduP"
-      },
-      "source": [
-        "# 2. Podział na zbiory test/train przy pomocy SciKit + (poprawka z 26.03.2021 przy pomocy basha)"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "Rf49qKC-eqEU"
-      },
-      "source": [
-        "## 2.1 SciKit"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "nZO_naLatT0o"
-      },
-      "source": [
-        "Próbowałem również podzielić na podzbiory Train:Dev:Test 6:2:2 Przy pomocy basha ale uznałem, że wygodniejsze jest korzystanie z \"train_test_split()\". Docelowo podział będzie dokonywany na 4 zmienne ` X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.33, random_state=42)`, jednak chciałem zachować konwencje z przykładu, z ćwiczeń."
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "ebHl5Aw1uuK1"
-      },
-      "source": [
-        "https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.train_test_split.html"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "id": "X88VMhb0x3gJ"
-      },
-      "source": [
-        "from sklearn.model_selection import train_test_split\n",
-        "\n",
-        "wine_train, wine_test = train_test_split(wine, test_size=360,train_size=959, random_state=1)"
-      ],
-      "execution_count": 3,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "id": "OzjEfgNOyAWs",
-        "outputId": "7e7bb70f-2b1e-422c-9500-d411884d8d5a"
-      },
-      "source": [
-        "wine_test[\"quality\"].value_counts()"
-      ],
-      "execution_count": 4,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/plain": [
-              "5    155\n",
-              "6    149\n",
-              "7     37\n",
-              "4     16\n",
-              "8      2\n",
-              "3      1\n",
-              "Name: quality, dtype: int64"
-            ]
-          },
-          "metadata": {
-            "tags": []
-          },
-          "execution_count": 4
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "id": "SpQZIuSxyAd0",
-        "outputId": "96505a9a-d2e7-44a1-b2cf-ee40d6d7d3d0"
-      },
-      "source": [
-        "wine_train[\"quality\"].value_counts()"
-      ],
-      "execution_count": 5,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/plain": [
-              "5    400\n",
-              "6    388\n",
-              "7    125\n",
-              "4     30\n",
-              "8     11\n",
-              "3      5\n",
-              "Name: quality, dtype: int64"
-            ]
-          },
-          "metadata": {
-            "tags": []
-          },
-          "execution_count": 5
-        }
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "YK0491tAeupD"
-      },
-      "source": [
-        "## 2.2 Bash"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "id": "1idNUz-9eyfJ"
-      },
-      "source": [
-        "!head -n 1 winequality-red.csv > header.csv\n",
-        "!tail -n +2 winequality-red.csv | shuf > data.shuffled\n",
-        "\n",
-        "!head -n 266 data.shuffled > wine.data.test\n",
-        "!head -n 532 data.shuffled | tail -n 266 > wine.data.dev\n",
-        "!tail -n +333 data.shuffled > wine.data.train\n",
-        "\n",
-        "!cat header.csv wine.data.test > test.csv\n",
-        "!cat header.csv wine.data.dev > dev.csv\n",
-        "!cat header.csv wine.data.train > train.csv"
-      ],
-      "execution_count": 6,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "id": "-C4RRDH2fFEp",
-        "outputId": "93944a72-838c-4e2b-a907-de4b0902fcb1"
-      },
-      "source": [
-        "!wc -l test.csv\n",
-        "!wc -l dev.csv\n",
-        "!wc -l train.csv"
-      ],
-      "execution_count": 7,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "text": [
-            "267 test.csv\n",
-            "267 dev.csv\n",
-            "1268 train.csv\n"
-          ],
-          "name": "stdout"
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "id": "wLlI-k_jfb70"
-      },
-      "source": [
-        "wine_test_bash=pd.read_csv('test.csv')\n",
-        "wine_dev_bash=pd.read_csv('dev.csv')\n",
-        "wine_train_bash=pd.read_csv('train.csv')"
-      ],
-      "execution_count": 8,
-      "outputs": []
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "wAq8KmNdyNOm"
-      },
-      "source": [
-        "# 3. Statystyki dla zbiorów"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "id": "Wcq9YSTfXbs1"
-      },
-      "source": [
-        "from matplotlib import pyplot as plt\n",
-        "import seaborn as sns"
-      ],
-      "execution_count": 9,
-      "outputs": []
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "EjDFpgdPy_of"
-      },
-      "source": [
-        "## 3.1. Zbiór Train (bash)"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 419
-        },
-        "id": "SscUak3AydG0",
-        "outputId": "5f0bd8df-1753-4211-e3a6-8ce2685146f9"
-      },
-      "source": [
-        "wine_train_bash"
-      ],
-      "execution_count": 10,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/html": [
-              "<div>\n",
-              "<style scoped>\n",
-              "    .dataframe tbody tr th:only-of-type {\n",
-              "        vertical-align: middle;\n",
-              "    }\n",
-              "\n",
-              "    .dataframe tbody tr th {\n",
-              "        vertical-align: top;\n",
-              "    }\n",
-              "\n",
-              "    .dataframe thead th {\n",
-              "        text-align: right;\n",
-              "    }\n",
-              "</style>\n",
-              "<table border=\"1\" class=\"dataframe\">\n",
-              "  <thead>\n",
-              "    <tr style=\"text-align: right;\">\n",
-              "      <th></th>\n",
-              "      <th>fixed acidity</th>\n",
-              "      <th>volatile acidity</th>\n",
-              "      <th>citric acid</th>\n",
-              "      <th>residual sugar</th>\n",
-              "      <th>chlorides</th>\n",
-              "      <th>free sulfur dioxide</th>\n",
-              "      <th>total sulfur dioxide</th>\n",
-              "      <th>density</th>\n",
-              "      <th>pH</th>\n",
-              "      <th>sulphates</th>\n",
-              "      <th>alcohol</th>\n",
-              "      <th>quality</th>\n",
-              "    </tr>\n",
-              "  </thead>\n",
-              "  <tbody>\n",
-              "    <tr>\n",
-              "      <th>0</th>\n",
-              "      <td>10.0</td>\n",
-              "      <td>0.380</td>\n",
-              "      <td>0.38</td>\n",
-              "      <td>1.6</td>\n",
-              "      <td>0.169</td>\n",
-              "      <td>27.0</td>\n",
-              "      <td>90.0</td>\n",
-              "      <td>0.99914</td>\n",
-              "      <td>3.15</td>\n",
-              "      <td>0.65</td>\n",
-              "      <td>8.5</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1</th>\n",
-              "      <td>6.7</td>\n",
-              "      <td>0.460</td>\n",
-              "      <td>0.24</td>\n",
-              "      <td>1.7</td>\n",
-              "      <td>0.077</td>\n",
-              "      <td>18.0</td>\n",
-              "      <td>34.0</td>\n",
-              "      <td>0.99480</td>\n",
-              "      <td>3.39</td>\n",
-              "      <td>0.60</td>\n",
-              "      <td>10.6</td>\n",
-              "      <td>6</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>2</th>\n",
-              "      <td>7.2</td>\n",
-              "      <td>0.695</td>\n",
-              "      <td>0.13</td>\n",
-              "      <td>2.0</td>\n",
-              "      <td>0.076</td>\n",
-              "      <td>12.0</td>\n",
-              "      <td>20.0</td>\n",
-              "      <td>0.99546</td>\n",
-              "      <td>3.29</td>\n",
-              "      <td>0.54</td>\n",
-              "      <td>10.1</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>3</th>\n",
-              "      <td>12.5</td>\n",
-              "      <td>0.600</td>\n",
-              "      <td>0.49</td>\n",
-              "      <td>4.3</td>\n",
-              "      <td>0.100</td>\n",
-              "      <td>5.0</td>\n",
-              "      <td>14.0</td>\n",
-              "      <td>1.00100</td>\n",
-              "      <td>3.25</td>\n",
-              "      <td>0.74</td>\n",
-              "      <td>11.9</td>\n",
-              "      <td>6</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>4</th>\n",
-              "      <td>8.3</td>\n",
-              "      <td>0.560</td>\n",
-              "      <td>0.22</td>\n",
-              "      <td>2.4</td>\n",
-              "      <td>0.082</td>\n",
-              "      <td>10.0</td>\n",
-              "      <td>86.0</td>\n",
-              "      <td>0.99830</td>\n",
-              "      <td>3.37</td>\n",
-              "      <td>0.62</td>\n",
-              "      <td>9.5</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>...</th>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1262</th>\n",
-              "      <td>7.8</td>\n",
-              "      <td>0.560</td>\n",
-              "      <td>0.12</td>\n",
-              "      <td>2.0</td>\n",
-              "      <td>0.082</td>\n",
-              "      <td>7.0</td>\n",
-              "      <td>28.0</td>\n",
-              "      <td>0.99700</td>\n",
-              "      <td>3.37</td>\n",
-              "      <td>0.50</td>\n",
-              "      <td>9.4</td>\n",
-              "      <td>6</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1263</th>\n",
-              "      <td>5.8</td>\n",
-              "      <td>0.680</td>\n",
-              "      <td>0.02</td>\n",
-              "      <td>1.8</td>\n",
-              "      <td>0.087</td>\n",
-              "      <td>21.0</td>\n",
-              "      <td>94.0</td>\n",
-              "      <td>0.99440</td>\n",
-              "      <td>3.54</td>\n",
-              "      <td>0.52</td>\n",
-              "      <td>10.0</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1264</th>\n",
-              "      <td>7.7</td>\n",
-              "      <td>0.630</td>\n",
-              "      <td>0.08</td>\n",
-              "      <td>1.9</td>\n",
-              "      <td>0.076</td>\n",
-              "      <td>15.0</td>\n",
-              "      <td>27.0</td>\n",
-              "      <td>0.99670</td>\n",
-              "      <td>3.32</td>\n",
-              "      <td>0.54</td>\n",
-              "      <td>9.5</td>\n",
-              "      <td>6</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1265</th>\n",
-              "      <td>7.1</td>\n",
-              "      <td>0.600</td>\n",
-              "      <td>0.00</td>\n",
-              "      <td>1.8</td>\n",
-              "      <td>0.074</td>\n",
-              "      <td>16.0</td>\n",
-              "      <td>34.0</td>\n",
-              "      <td>0.99720</td>\n",
-              "      <td>3.47</td>\n",
-              "      <td>0.70</td>\n",
-              "      <td>9.9</td>\n",
-              "      <td>6</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1266</th>\n",
-              "      <td>10.4</td>\n",
-              "      <td>0.610</td>\n",
-              "      <td>0.49</td>\n",
-              "      <td>2.1</td>\n",
-              "      <td>0.200</td>\n",
-              "      <td>5.0</td>\n",
-              "      <td>16.0</td>\n",
-              "      <td>0.99940</td>\n",
-              "      <td>3.16</td>\n",
-              "      <td>0.63</td>\n",
-              "      <td>8.4</td>\n",
-              "      <td>3</td>\n",
-              "    </tr>\n",
-              "  </tbody>\n",
-              "</table>\n",
-              "<p>1267 rows × 12 columns</p>\n",
-              "</div>"
-            ],
-            "text/plain": [
-              "      fixed acidity  volatile acidity  citric acid  ...  sulphates  alcohol  quality\n",
-              "0              10.0             0.380         0.38  ...       0.65      8.5        5\n",
-              "1               6.7             0.460         0.24  ...       0.60     10.6        6\n",
-              "2               7.2             0.695         0.13  ...       0.54     10.1        5\n",
-              "3              12.5             0.600         0.49  ...       0.74     11.9        6\n",
-              "4               8.3             0.560         0.22  ...       0.62      9.5        5\n",
-              "...             ...               ...          ...  ...        ...      ...      ...\n",
-              "1262            7.8             0.560         0.12  ...       0.50      9.4        6\n",
-              "1263            5.8             0.680         0.02  ...       0.52     10.0        5\n",
-              "1264            7.7             0.630         0.08  ...       0.54      9.5        6\n",
-              "1265            7.1             0.600         0.00  ...       0.70      9.9        6\n",
-              "1266           10.4             0.610         0.49  ...       0.63      8.4        3\n",
-              "\n",
-              "[1267 rows x 12 columns]"
-            ]
-          },
-          "metadata": {
-            "tags": []
-          },
-          "execution_count": 10
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "id": "hZAn8j4byMF2",
-        "outputId": "c47596aa-0d54-490f-c892-6ee5987a372d"
-      },
-      "source": [
-        "wine_train_bash[\"quality\"].value_counts()"
-      ],
-      "execution_count": 11,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/plain": [
-              "5    550\n",
-              "6    498\n",
-              "7    157\n",
-              "4     39\n",
-              "8     15\n",
-              "3      8\n",
-              "Name: quality, dtype: int64"
-            ]
-          },
-          "metadata": {
-            "tags": []
-          },
-          "execution_count": 11
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 297
-        },
-        "id": "EOEuj8sRyL8v",
-        "outputId": "d2f102f6-d10c-4dc4-ae3f-fd34dc4e5985"
-      },
-      "source": [
-        "wine_train_bash.describe(include='all')"
-      ],
-      "execution_count": 12,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/html": [
-              "<div>\n",
-              "<style scoped>\n",
-              "    .dataframe tbody tr th:only-of-type {\n",
-              "        vertical-align: middle;\n",
-              "    }\n",
-              "\n",
-              "    .dataframe tbody tr th {\n",
-              "        vertical-align: top;\n",
-              "    }\n",
-              "\n",
-              "    .dataframe thead th {\n",
-              "        text-align: right;\n",
-              "    }\n",
-              "</style>\n",
-              "<table border=\"1\" class=\"dataframe\">\n",
-              "  <thead>\n",
-              "    <tr style=\"text-align: right;\">\n",
-              "      <th></th>\n",
-              "      <th>fixed acidity</th>\n",
-              "      <th>volatile acidity</th>\n",
-              "      <th>citric acid</th>\n",
-              "      <th>residual sugar</th>\n",
-              "      <th>chlorides</th>\n",
-              "      <th>free sulfur dioxide</th>\n",
-              "      <th>total sulfur dioxide</th>\n",
-              "      <th>density</th>\n",
-              "      <th>pH</th>\n",
-              "      <th>sulphates</th>\n",
-              "      <th>alcohol</th>\n",
-              "      <th>quality</th>\n",
-              "    </tr>\n",
-              "  </thead>\n",
-              "  <tbody>\n",
-              "    <tr>\n",
-              "      <th>count</th>\n",
-              "      <td>1267.000000</td>\n",
-              "      <td>1267.000000</td>\n",
-              "      <td>1267.000000</td>\n",
-              "      <td>1267.000000</td>\n",
-              "      <td>1267.000000</td>\n",
-              "      <td>1267.000000</td>\n",
-              "      <td>1267.000000</td>\n",
-              "      <td>1267.000000</td>\n",
-              "      <td>1267.000000</td>\n",
-              "      <td>1267.000000</td>\n",
-              "      <td>1267.000000</td>\n",
-              "      <td>1267.000000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>mean</th>\n",
-              "      <td>8.344199</td>\n",
-              "      <td>0.525888</td>\n",
-              "      <td>0.273891</td>\n",
-              "      <td>2.574033</td>\n",
-              "      <td>0.087419</td>\n",
-              "      <td>15.889897</td>\n",
-              "      <td>46.146014</td>\n",
-              "      <td>0.996799</td>\n",
-              "      <td>3.310016</td>\n",
-              "      <td>0.655730</td>\n",
-              "      <td>10.396725</td>\n",
-              "      <td>5.632991</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>std</th>\n",
-              "      <td>1.789253</td>\n",
-              "      <td>0.177804</td>\n",
-              "      <td>0.196141</td>\n",
-              "      <td>1.453463</td>\n",
-              "      <td>0.046754</td>\n",
-              "      <td>10.603674</td>\n",
-              "      <td>32.734818</td>\n",
-              "      <td>0.001893</td>\n",
-              "      <td>0.154047</td>\n",
-              "      <td>0.166206</td>\n",
-              "      <td>1.042353</td>\n",
-              "      <td>0.806931</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>min</th>\n",
-              "      <td>4.700000</td>\n",
-              "      <td>0.120000</td>\n",
-              "      <td>0.000000</td>\n",
-              "      <td>0.900000</td>\n",
-              "      <td>0.012000</td>\n",
-              "      <td>1.000000</td>\n",
-              "      <td>6.000000</td>\n",
-              "      <td>0.990070</td>\n",
-              "      <td>2.740000</td>\n",
-              "      <td>0.370000</td>\n",
-              "      <td>8.400000</td>\n",
-              "      <td>3.000000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>25%</th>\n",
-              "      <td>7.100000</td>\n",
-              "      <td>0.390000</td>\n",
-              "      <td>0.090000</td>\n",
-              "      <td>1.900000</td>\n",
-              "      <td>0.071000</td>\n",
-              "      <td>7.000000</td>\n",
-              "      <td>22.000000</td>\n",
-              "      <td>0.995660</td>\n",
-              "      <td>3.210000</td>\n",
-              "      <td>0.550000</td>\n",
-              "      <td>9.500000</td>\n",
-              "      <td>5.000000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>50%</th>\n",
-              "      <td>7.900000</td>\n",
-              "      <td>0.520000</td>\n",
-              "      <td>0.260000</td>\n",
-              "      <td>2.200000</td>\n",
-              "      <td>0.080000</td>\n",
-              "      <td>13.000000</td>\n",
-              "      <td>37.000000</td>\n",
-              "      <td>0.996800</td>\n",
-              "      <td>3.310000</td>\n",
-              "      <td>0.620000</td>\n",
-              "      <td>10.200000</td>\n",
-              "      <td>6.000000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>75%</th>\n",
-              "      <td>9.300000</td>\n",
-              "      <td>0.640000</td>\n",
-              "      <td>0.430000</td>\n",
-              "      <td>2.600000</td>\n",
-              "      <td>0.090000</td>\n",
-              "      <td>22.000000</td>\n",
-              "      <td>62.000000</td>\n",
-              "      <td>0.997870</td>\n",
-              "      <td>3.400000</td>\n",
-              "      <td>0.730000</td>\n",
-              "      <td>11.000000</td>\n",
-              "      <td>6.000000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>max</th>\n",
-              "      <td>15.900000</td>\n",
-              "      <td>1.580000</td>\n",
-              "      <td>1.000000</td>\n",
-              "      <td>15.500000</td>\n",
-              "      <td>0.611000</td>\n",
-              "      <td>72.000000</td>\n",
-              "      <td>278.000000</td>\n",
-              "      <td>1.003690</td>\n",
-              "      <td>4.010000</td>\n",
-              "      <td>2.000000</td>\n",
-              "      <td>14.900000</td>\n",
-              "      <td>8.000000</td>\n",
-              "    </tr>\n",
-              "  </tbody>\n",
-              "</table>\n",
-              "</div>"
-            ],
-            "text/plain": [
-              "       fixed acidity  volatile acidity  ...      alcohol      quality\n",
-              "count    1267.000000       1267.000000  ...  1267.000000  1267.000000\n",
-              "mean        8.344199          0.525888  ...    10.396725     5.632991\n",
-              "std         1.789253          0.177804  ...     1.042353     0.806931\n",
-              "min         4.700000          0.120000  ...     8.400000     3.000000\n",
-              "25%         7.100000          0.390000  ...     9.500000     5.000000\n",
-              "50%         7.900000          0.520000  ...    10.200000     6.000000\n",
-              "75%         9.300000          0.640000  ...    11.000000     6.000000\n",
-              "max        15.900000          1.580000  ...    14.900000     8.000000\n",
-              "\n",
-              "[8 rows x 12 columns]"
-            ]
-          },
-          "metadata": {
-            "tags": []
-          },
-          "execution_count": 12
-        }
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "JWXJ2CZQuylE"
-      },
-      "source": [
-        "Testowy Wykres (quality, volatile acidity)"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 408
-        },
-        "id": "HbsfwCL7XpNe",
-        "outputId": "249d8110-1b17-41ad-e1b1-18b0aa12ff06"
-      },
-      "source": [
-        "fig = plt.figure(figsize = (10,6))\n",
-        "sns.barplot(x = 'quality', y = 'volatile acidity', data = wine_train_bash)"
-      ],
-      "execution_count": 13,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/plain": [
-              "<matplotlib.axes._subplots.AxesSubplot at 0x7f2504f98950>"
-            ]
-          },
-          "metadata": {
-            "tags": []
-          },
-          "execution_count": 13
-        },
-        {
-          "output_type": "display_data",
-          "data": {
-            "image/png": "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\n",
-            "text/plain": [
-              "<Figure size 720x432 with 1 Axes>"
-            ]
-          },
-          "metadata": {
-            "tags": [],
-            "needs_background": "light"
-          }
-        }
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "1W_oRCVczIgJ"
-      },
-      "source": [
-        "## 3.2. Zbiór Test (bash)"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 419
-        },
-        "id": "LJzygNqKzOWY",
-        "outputId": "d4f8dd3b-793c-4e02-a6ea-fbdb8fbf7a19"
-      },
-      "source": [
-        "wine_test_bash"
-      ],
-      "execution_count": 14,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/html": [
-              "<div>\n",
-              "<style scoped>\n",
-              "    .dataframe tbody tr th:only-of-type {\n",
-              "        vertical-align: middle;\n",
-              "    }\n",
-              "\n",
-              "    .dataframe tbody tr th {\n",
-              "        vertical-align: top;\n",
-              "    }\n",
-              "\n",
-              "    .dataframe thead th {\n",
-              "        text-align: right;\n",
-              "    }\n",
-              "</style>\n",
-              "<table border=\"1\" class=\"dataframe\">\n",
-              "  <thead>\n",
-              "    <tr style=\"text-align: right;\">\n",
-              "      <th></th>\n",
-              "      <th>fixed acidity</th>\n",
-              "      <th>volatile acidity</th>\n",
-              "      <th>citric acid</th>\n",
-              "      <th>residual sugar</th>\n",
-              "      <th>chlorides</th>\n",
-              "      <th>free sulfur dioxide</th>\n",
-              "      <th>total sulfur dioxide</th>\n",
-              "      <th>density</th>\n",
-              "      <th>pH</th>\n",
-              "      <th>sulphates</th>\n",
-              "      <th>alcohol</th>\n",
-              "      <th>quality</th>\n",
-              "    </tr>\n",
-              "  </thead>\n",
-              "  <tbody>\n",
-              "    <tr>\n",
-              "      <th>0</th>\n",
-              "      <td>7.1</td>\n",
-              "      <td>0.60</td>\n",
-              "      <td>0.01</td>\n",
-              "      <td>2.3</td>\n",
-              "      <td>0.079</td>\n",
-              "      <td>24.0</td>\n",
-              "      <td>37.0</td>\n",
-              "      <td>0.99514</td>\n",
-              "      <td>3.40</td>\n",
-              "      <td>0.61</td>\n",
-              "      <td>10.9</td>\n",
-              "      <td>6</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1</th>\n",
-              "      <td>7.8</td>\n",
-              "      <td>0.61</td>\n",
-              "      <td>0.29</td>\n",
-              "      <td>1.6</td>\n",
-              "      <td>0.114</td>\n",
-              "      <td>9.0</td>\n",
-              "      <td>29.0</td>\n",
-              "      <td>0.99740</td>\n",
-              "      <td>3.26</td>\n",
-              "      <td>1.56</td>\n",
-              "      <td>9.1</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>2</th>\n",
-              "      <td>7.1</td>\n",
-              "      <td>0.63</td>\n",
-              "      <td>0.06</td>\n",
-              "      <td>2.0</td>\n",
-              "      <td>0.083</td>\n",
-              "      <td>8.0</td>\n",
-              "      <td>29.0</td>\n",
-              "      <td>0.99855</td>\n",
-              "      <td>3.67</td>\n",
-              "      <td>0.73</td>\n",
-              "      <td>9.6</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>3</th>\n",
-              "      <td>9.1</td>\n",
-              "      <td>0.30</td>\n",
-              "      <td>0.41</td>\n",
-              "      <td>2.0</td>\n",
-              "      <td>0.068</td>\n",
-              "      <td>10.0</td>\n",
-              "      <td>24.0</td>\n",
-              "      <td>0.99523</td>\n",
-              "      <td>3.27</td>\n",
-              "      <td>0.85</td>\n",
-              "      <td>11.7</td>\n",
-              "      <td>7</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>4</th>\n",
-              "      <td>9.0</td>\n",
-              "      <td>0.46</td>\n",
-              "      <td>0.31</td>\n",
-              "      <td>2.8</td>\n",
-              "      <td>0.093</td>\n",
-              "      <td>19.0</td>\n",
-              "      <td>98.0</td>\n",
-              "      <td>0.99815</td>\n",
-              "      <td>3.32</td>\n",
-              "      <td>0.63</td>\n",
-              "      <td>9.5</td>\n",
-              "      <td>6</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>...</th>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>261</th>\n",
-              "      <td>7.2</td>\n",
-              "      <td>0.60</td>\n",
-              "      <td>0.04</td>\n",
-              "      <td>2.5</td>\n",
-              "      <td>0.076</td>\n",
-              "      <td>18.0</td>\n",
-              "      <td>88.0</td>\n",
-              "      <td>0.99745</td>\n",
-              "      <td>3.53</td>\n",
-              "      <td>0.55</td>\n",
-              "      <td>9.5</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>262</th>\n",
-              "      <td>8.4</td>\n",
-              "      <td>0.67</td>\n",
-              "      <td>0.19</td>\n",
-              "      <td>2.2</td>\n",
-              "      <td>0.093</td>\n",
-              "      <td>11.0</td>\n",
-              "      <td>75.0</td>\n",
-              "      <td>0.99736</td>\n",
-              "      <td>3.20</td>\n",
-              "      <td>0.59</td>\n",
-              "      <td>9.2</td>\n",
-              "      <td>4</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>263</th>\n",
-              "      <td>8.8</td>\n",
-              "      <td>0.61</td>\n",
-              "      <td>0.19</td>\n",
-              "      <td>4.0</td>\n",
-              "      <td>0.094</td>\n",
-              "      <td>30.0</td>\n",
-              "      <td>69.0</td>\n",
-              "      <td>0.99787</td>\n",
-              "      <td>3.22</td>\n",
-              "      <td>0.50</td>\n",
-              "      <td>10.0</td>\n",
-              "      <td>6</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>264</th>\n",
-              "      <td>9.6</td>\n",
-              "      <td>0.68</td>\n",
-              "      <td>0.24</td>\n",
-              "      <td>2.2</td>\n",
-              "      <td>0.087</td>\n",
-              "      <td>5.0</td>\n",
-              "      <td>28.0</td>\n",
-              "      <td>0.99880</td>\n",
-              "      <td>3.14</td>\n",
-              "      <td>0.60</td>\n",
-              "      <td>10.2</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>265</th>\n",
-              "      <td>10.5</td>\n",
-              "      <td>0.43</td>\n",
-              "      <td>0.35</td>\n",
-              "      <td>3.3</td>\n",
-              "      <td>0.092</td>\n",
-              "      <td>24.0</td>\n",
-              "      <td>70.0</td>\n",
-              "      <td>0.99798</td>\n",
-              "      <td>3.21</td>\n",
-              "      <td>0.69</td>\n",
-              "      <td>10.5</td>\n",
-              "      <td>6</td>\n",
-              "    </tr>\n",
-              "  </tbody>\n",
-              "</table>\n",
-              "<p>266 rows × 12 columns</p>\n",
-              "</div>"
-            ],
-            "text/plain": [
-              "     fixed acidity  volatile acidity  citric acid  ...  sulphates  alcohol  quality\n",
-              "0              7.1              0.60         0.01  ...       0.61     10.9        6\n",
-              "1              7.8              0.61         0.29  ...       1.56      9.1        5\n",
-              "2              7.1              0.63         0.06  ...       0.73      9.6        5\n",
-              "3              9.1              0.30         0.41  ...       0.85     11.7        7\n",
-              "4              9.0              0.46         0.31  ...       0.63      9.5        6\n",
-              "..             ...               ...          ...  ...        ...      ...      ...\n",
-              "261            7.2              0.60         0.04  ...       0.55      9.5        5\n",
-              "262            8.4              0.67         0.19  ...       0.59      9.2        4\n",
-              "263            8.8              0.61         0.19  ...       0.50     10.0        6\n",
-              "264            9.6              0.68         0.24  ...       0.60     10.2        5\n",
-              "265           10.5              0.43         0.35  ...       0.69     10.5        6\n",
-              "\n",
-              "[266 rows x 12 columns]"
-            ]
-          },
-          "metadata": {
-            "tags": []
-          },
-          "execution_count": 14
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "id": "1IAtBylEzS8w",
-        "outputId": "1f047c20-f723-490d-ada3-474f5d14db3a"
-      },
-      "source": [
-        "wine_test_bash[\"quality\"].value_counts()"
-      ],
-      "execution_count": 15,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/plain": [
-              "6    109\n",
-              "5    108\n",
-              "7     37\n",
-              "4      8\n",
-              "8      2\n",
-              "3      2\n",
-              "Name: quality, dtype: int64"
-            ]
-          },
-          "metadata": {
-            "tags": []
-          },
-          "execution_count": 15
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 297
-        },
-        "id": "V-9cwcrczS-3",
-        "outputId": "a8a26e7f-a2c4-4a44-c91a-6ce57be85386"
-      },
-      "source": [
-        "wine_test_bash.describe(include='all')"
-      ],
-      "execution_count": 16,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/html": [
-              "<div>\n",
-              "<style scoped>\n",
-              "    .dataframe tbody tr th:only-of-type {\n",
-              "        vertical-align: middle;\n",
-              "    }\n",
-              "\n",
-              "    .dataframe tbody tr th {\n",
-              "        vertical-align: top;\n",
-              "    }\n",
-              "\n",
-              "    .dataframe thead th {\n",
-              "        text-align: right;\n",
-              "    }\n",
-              "</style>\n",
-              "<table border=\"1\" class=\"dataframe\">\n",
-              "  <thead>\n",
-              "    <tr style=\"text-align: right;\">\n",
-              "      <th></th>\n",
-              "      <th>fixed acidity</th>\n",
-              "      <th>volatile acidity</th>\n",
-              "      <th>citric acid</th>\n",
-              "      <th>residual sugar</th>\n",
-              "      <th>chlorides</th>\n",
-              "      <th>free sulfur dioxide</th>\n",
-              "      <th>total sulfur dioxide</th>\n",
-              "      <th>density</th>\n",
-              "      <th>pH</th>\n",
-              "      <th>sulphates</th>\n",
-              "      <th>alcohol</th>\n",
-              "      <th>quality</th>\n",
-              "    </tr>\n",
-              "  </thead>\n",
-              "  <tbody>\n",
-              "    <tr>\n",
-              "      <th>count</th>\n",
-              "      <td>266.000000</td>\n",
-              "      <td>266.000000</td>\n",
-              "      <td>266.000000</td>\n",
-              "      <td>266.000000</td>\n",
-              "      <td>266.000000</td>\n",
-              "      <td>266.000000</td>\n",
-              "      <td>266.000000</td>\n",
-              "      <td>266.000000</td>\n",
-              "      <td>266.000000</td>\n",
-              "      <td>266.000000</td>\n",
-              "      <td>266.000000</td>\n",
-              "      <td>266.000000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>mean</th>\n",
-              "      <td>8.245865</td>\n",
-              "      <td>0.529455</td>\n",
-              "      <td>0.266203</td>\n",
-              "      <td>2.373308</td>\n",
-              "      <td>0.086823</td>\n",
-              "      <td>15.840226</td>\n",
-              "      <td>47.447368</td>\n",
-              "      <td>0.996499</td>\n",
-              "      <td>3.313195</td>\n",
-              "      <td>0.676241</td>\n",
-              "      <td>10.569925</td>\n",
-              "      <td>5.665414</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>std</th>\n",
-              "      <td>1.526175</td>\n",
-              "      <td>0.181583</td>\n",
-              "      <td>0.191968</td>\n",
-              "      <td>1.005345</td>\n",
-              "      <td>0.046159</td>\n",
-              "      <td>10.163096</td>\n",
-              "      <td>34.610379</td>\n",
-              "      <td>0.001772</td>\n",
-              "      <td>0.158871</td>\n",
-              "      <td>0.187786</td>\n",
-              "      <td>1.149728</td>\n",
-              "      <td>0.808497</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>min</th>\n",
-              "      <td>4.600000</td>\n",
-              "      <td>0.180000</td>\n",
-              "      <td>0.000000</td>\n",
-              "      <td>1.200000</td>\n",
-              "      <td>0.039000</td>\n",
-              "      <td>1.000000</td>\n",
-              "      <td>7.000000</td>\n",
-              "      <td>0.990840</td>\n",
-              "      <td>2.880000</td>\n",
-              "      <td>0.390000</td>\n",
-              "      <td>9.000000</td>\n",
-              "      <td>3.000000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>25%</th>\n",
-              "      <td>7.200000</td>\n",
-              "      <td>0.392500</td>\n",
-              "      <td>0.100000</td>\n",
-              "      <td>1.900000</td>\n",
-              "      <td>0.068000</td>\n",
-              "      <td>7.000000</td>\n",
-              "      <td>22.250000</td>\n",
-              "      <td>0.995318</td>\n",
-              "      <td>3.200000</td>\n",
-              "      <td>0.560000</td>\n",
-              "      <td>9.500000</td>\n",
-              "      <td>5.000000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>50%</th>\n",
-              "      <td>8.000000</td>\n",
-              "      <td>0.520000</td>\n",
-              "      <td>0.260000</td>\n",
-              "      <td>2.100000</td>\n",
-              "      <td>0.078000</td>\n",
-              "      <td>14.000000</td>\n",
-              "      <td>40.000000</td>\n",
-              "      <td>0.996520</td>\n",
-              "      <td>3.310000</td>\n",
-              "      <td>0.640000</td>\n",
-              "      <td>10.250000</td>\n",
-              "      <td>6.000000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>75%</th>\n",
-              "      <td>9.100000</td>\n",
-              "      <td>0.630000</td>\n",
-              "      <td>0.400000</td>\n",
-              "      <td>2.500000</td>\n",
-              "      <td>0.092000</td>\n",
-              "      <td>21.000000</td>\n",
-              "      <td>62.750000</td>\n",
-              "      <td>0.997600</td>\n",
-              "      <td>3.400000</td>\n",
-              "      <td>0.750000</td>\n",
-              "      <td>11.400000</td>\n",
-              "      <td>6.000000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>max</th>\n",
-              "      <td>13.300000</td>\n",
-              "      <td>1.330000</td>\n",
-              "      <td>0.740000</td>\n",
-              "      <td>8.800000</td>\n",
-              "      <td>0.467000</td>\n",
-              "      <td>51.000000</td>\n",
-              "      <td>289.000000</td>\n",
-              "      <td>1.002600</td>\n",
-              "      <td>3.900000</td>\n",
-              "      <td>1.980000</td>\n",
-              "      <td>14.000000</td>\n",
-              "      <td>8.000000</td>\n",
-              "    </tr>\n",
-              "  </tbody>\n",
-              "</table>\n",
-              "</div>"
-            ],
-            "text/plain": [
-              "       fixed acidity  volatile acidity  ...     alcohol     quality\n",
-              "count     266.000000        266.000000  ...  266.000000  266.000000\n",
-              "mean        8.245865          0.529455  ...   10.569925    5.665414\n",
-              "std         1.526175          0.181583  ...    1.149728    0.808497\n",
-              "min         4.600000          0.180000  ...    9.000000    3.000000\n",
-              "25%         7.200000          0.392500  ...    9.500000    5.000000\n",
-              "50%         8.000000          0.520000  ...   10.250000    6.000000\n",
-              "75%         9.100000          0.630000  ...   11.400000    6.000000\n",
-              "max        13.300000          1.330000  ...   14.000000    8.000000\n",
-              "\n",
-              "[8 rows x 12 columns]"
-            ]
-          },
-          "metadata": {
-            "tags": []
-          },
-          "execution_count": 16
-        }
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "wzaUXARnu824"
-      },
-      "source": [
-        "Testowy Wykres (quality, volatile acidity)"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 405
-        },
-        "id": "3GksWzExaHV7",
-        "outputId": "21b77c09-445c-4e06-fcea-6f26d3717870"
-      },
-      "source": [
-        "fig = plt.figure(figsize = (10,6))\n",
-        "sns.barplot(x = 'quality', y = 'volatile acidity', data = wine_test_bash)"
-      ],
-      "execution_count": 17,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/plain": [
-              "<matplotlib.axes._subplots.AxesSubplot at 0x7f2504747ad0>"
-            ]
-          },
-          "metadata": {
-            "tags": []
-          },
-          "execution_count": 17
-        },
-        {
-          "output_type": "display_data",
-          "data": {
-            "image/png": "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\n",
-            "text/plain": [
-              "<Figure size 720x432 with 1 Axes>"
-            ]
-          },
-          "metadata": {
-            "tags": [],
-            "needs_background": "light"
-          }
-        }
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "w5xmkUgGzdxs"
-      },
-      "source": [
-        "## 3.3. Cały zbiór"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 419
-        },
-        "id": "thGHHVJXzeGe",
-        "outputId": "a1bbe5c6-3aef-4a70-82ec-adc2b9d6daf5"
-      },
-      "source": [
-        "wine"
-      ],
-      "execution_count": 18,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/html": [
-              "<div>\n",
-              "<style scoped>\n",
-              "    .dataframe tbody tr th:only-of-type {\n",
-              "        vertical-align: middle;\n",
-              "    }\n",
-              "\n",
-              "    .dataframe tbody tr th {\n",
-              "        vertical-align: top;\n",
-              "    }\n",
-              "\n",
-              "    .dataframe thead th {\n",
-              "        text-align: right;\n",
-              "    }\n",
-              "</style>\n",
-              "<table border=\"1\" class=\"dataframe\">\n",
-              "  <thead>\n",
-              "    <tr style=\"text-align: right;\">\n",
-              "      <th></th>\n",
-              "      <th>fixed acidity</th>\n",
-              "      <th>volatile acidity</th>\n",
-              "      <th>citric acid</th>\n",
-              "      <th>residual sugar</th>\n",
-              "      <th>chlorides</th>\n",
-              "      <th>free sulfur dioxide</th>\n",
-              "      <th>total sulfur dioxide</th>\n",
-              "      <th>density</th>\n",
-              "      <th>pH</th>\n",
-              "      <th>sulphates</th>\n",
-              "      <th>alcohol</th>\n",
-              "      <th>quality</th>\n",
-              "    </tr>\n",
-              "  </thead>\n",
-              "  <tbody>\n",
-              "    <tr>\n",
-              "      <th>0</th>\n",
-              "      <td>7.4</td>\n",
-              "      <td>0.700</td>\n",
-              "      <td>0.00</td>\n",
-              "      <td>1.9</td>\n",
-              "      <td>0.076</td>\n",
-              "      <td>11.0</td>\n",
-              "      <td>34.0</td>\n",
-              "      <td>0.99780</td>\n",
-              "      <td>3.51</td>\n",
-              "      <td>0.56</td>\n",
-              "      <td>9.4</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1</th>\n",
-              "      <td>7.8</td>\n",
-              "      <td>0.880</td>\n",
-              "      <td>0.00</td>\n",
-              "      <td>2.6</td>\n",
-              "      <td>0.098</td>\n",
-              "      <td>25.0</td>\n",
-              "      <td>67.0</td>\n",
-              "      <td>0.99680</td>\n",
-              "      <td>3.20</td>\n",
-              "      <td>0.68</td>\n",
-              "      <td>9.8</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>2</th>\n",
-              "      <td>7.8</td>\n",
-              "      <td>0.760</td>\n",
-              "      <td>0.04</td>\n",
-              "      <td>2.3</td>\n",
-              "      <td>0.092</td>\n",
-              "      <td>15.0</td>\n",
-              "      <td>54.0</td>\n",
-              "      <td>0.99700</td>\n",
-              "      <td>3.26</td>\n",
-              "      <td>0.65</td>\n",
-              "      <td>9.8</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>3</th>\n",
-              "      <td>11.2</td>\n",
-              "      <td>0.280</td>\n",
-              "      <td>0.56</td>\n",
-              "      <td>1.9</td>\n",
-              "      <td>0.075</td>\n",
-              "      <td>17.0</td>\n",
-              "      <td>60.0</td>\n",
-              "      <td>0.99800</td>\n",
-              "      <td>3.16</td>\n",
-              "      <td>0.58</td>\n",
-              "      <td>9.8</td>\n",
-              "      <td>6</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>4</th>\n",
-              "      <td>7.4</td>\n",
-              "      <td>0.700</td>\n",
-              "      <td>0.00</td>\n",
-              "      <td>1.9</td>\n",
-              "      <td>0.076</td>\n",
-              "      <td>11.0</td>\n",
-              "      <td>34.0</td>\n",
-              "      <td>0.99780</td>\n",
-              "      <td>3.51</td>\n",
-              "      <td>0.56</td>\n",
-              "      <td>9.4</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>...</th>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1594</th>\n",
-              "      <td>6.2</td>\n",
-              "      <td>0.600</td>\n",
-              "      <td>0.08</td>\n",
-              "      <td>2.0</td>\n",
-              "      <td>0.090</td>\n",
-              "      <td>32.0</td>\n",
-              "      <td>44.0</td>\n",
-              "      <td>0.99490</td>\n",
-              "      <td>3.45</td>\n",
-              "      <td>0.58</td>\n",
-              "      <td>10.5</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1595</th>\n",
-              "      <td>5.9</td>\n",
-              "      <td>0.550</td>\n",
-              "      <td>0.10</td>\n",
-              "      <td>2.2</td>\n",
-              "      <td>0.062</td>\n",
-              "      <td>39.0</td>\n",
-              "      <td>51.0</td>\n",
-              "      <td>0.99512</td>\n",
-              "      <td>3.52</td>\n",
-              "      <td>0.76</td>\n",
-              "      <td>11.2</td>\n",
-              "      <td>6</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1596</th>\n",
-              "      <td>6.3</td>\n",
-              "      <td>0.510</td>\n",
-              "      <td>0.13</td>\n",
-              "      <td>2.3</td>\n",
-              "      <td>0.076</td>\n",
-              "      <td>29.0</td>\n",
-              "      <td>40.0</td>\n",
-              "      <td>0.99574</td>\n",
-              "      <td>3.42</td>\n",
-              "      <td>0.75</td>\n",
-              "      <td>11.0</td>\n",
-              "      <td>6</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1597</th>\n",
-              "      <td>5.9</td>\n",
-              "      <td>0.645</td>\n",
-              "      <td>0.12</td>\n",
-              "      <td>2.0</td>\n",
-              "      <td>0.075</td>\n",
-              "      <td>32.0</td>\n",
-              "      <td>44.0</td>\n",
-              "      <td>0.99547</td>\n",
-              "      <td>3.57</td>\n",
-              "      <td>0.71</td>\n",
-              "      <td>10.2</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1598</th>\n",
-              "      <td>6.0</td>\n",
-              "      <td>0.310</td>\n",
-              "      <td>0.47</td>\n",
-              "      <td>3.6</td>\n",
-              "      <td>0.067</td>\n",
-              "      <td>18.0</td>\n",
-              "      <td>42.0</td>\n",
-              "      <td>0.99549</td>\n",
-              "      <td>3.39</td>\n",
-              "      <td>0.66</td>\n",
-              "      <td>11.0</td>\n",
-              "      <td>6</td>\n",
-              "    </tr>\n",
-              "  </tbody>\n",
-              "</table>\n",
-              "<p>1599 rows × 12 columns</p>\n",
-              "</div>"
-            ],
-            "text/plain": [
-              "      fixed acidity  volatile acidity  citric acid  ...  sulphates  alcohol  quality\n",
-              "0               7.4             0.700         0.00  ...       0.56      9.4        5\n",
-              "1               7.8             0.880         0.00  ...       0.68      9.8        5\n",
-              "2               7.8             0.760         0.04  ...       0.65      9.8        5\n",
-              "3              11.2             0.280         0.56  ...       0.58      9.8        6\n",
-              "4               7.4             0.700         0.00  ...       0.56      9.4        5\n",
-              "...             ...               ...          ...  ...        ...      ...      ...\n",
-              "1594            6.2             0.600         0.08  ...       0.58     10.5        5\n",
-              "1595            5.9             0.550         0.10  ...       0.76     11.2        6\n",
-              "1596            6.3             0.510         0.13  ...       0.75     11.0        6\n",
-              "1597            5.9             0.645         0.12  ...       0.71     10.2        5\n",
-              "1598            6.0             0.310         0.47  ...       0.66     11.0        6\n",
-              "\n",
-              "[1599 rows x 12 columns]"
-            ]
-          },
-          "metadata": {
-            "tags": []
-          },
-          "execution_count": 18
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "id": "Ua_ctPpVzeKJ",
-        "outputId": "da95e47b-9e44-42e0-efc0-66631dba99f1"
-      },
-      "source": [
-        "wine[\"quality\"].value_counts()"
-      ],
-      "execution_count": 19,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/plain": [
-              "5    681\n",
-              "6    638\n",
-              "7    199\n",
-              "4     53\n",
-              "8     18\n",
-              "3     10\n",
-              "Name: quality, dtype: int64"
-            ]
-          },
-          "metadata": {
-            "tags": []
-          },
-          "execution_count": 19
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 297
-        },
-        "id": "-06v1i7XzeOz",
-        "outputId": "b0da7e9b-98aa-4af6-8131-359a54c2ac69"
-      },
-      "source": [
-        "wine.describe(include='all')"
-      ],
-      "execution_count": 20,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/html": [
-              "<div>\n",
-              "<style scoped>\n",
-              "    .dataframe tbody tr th:only-of-type {\n",
-              "        vertical-align: middle;\n",
-              "    }\n",
-              "\n",
-              "    .dataframe tbody tr th {\n",
-              "        vertical-align: top;\n",
-              "    }\n",
-              "\n",
-              "    .dataframe thead th {\n",
-              "        text-align: right;\n",
-              "    }\n",
-              "</style>\n",
-              "<table border=\"1\" class=\"dataframe\">\n",
-              "  <thead>\n",
-              "    <tr style=\"text-align: right;\">\n",
-              "      <th></th>\n",
-              "      <th>fixed acidity</th>\n",
-              "      <th>volatile acidity</th>\n",
-              "      <th>citric acid</th>\n",
-              "      <th>residual sugar</th>\n",
-              "      <th>chlorides</th>\n",
-              "      <th>free sulfur dioxide</th>\n",
-              "      <th>total sulfur dioxide</th>\n",
-              "      <th>density</th>\n",
-              "      <th>pH</th>\n",
-              "      <th>sulphates</th>\n",
-              "      <th>alcohol</th>\n",
-              "      <th>quality</th>\n",
-              "    </tr>\n",
-              "  </thead>\n",
-              "  <tbody>\n",
-              "    <tr>\n",
-              "      <th>count</th>\n",
-              "      <td>1599.000000</td>\n",
-              "      <td>1599.000000</td>\n",
-              "      <td>1599.000000</td>\n",
-              "      <td>1599.000000</td>\n",
-              "      <td>1599.000000</td>\n",
-              "      <td>1599.000000</td>\n",
-              "      <td>1599.000000</td>\n",
-              "      <td>1599.000000</td>\n",
-              "      <td>1599.000000</td>\n",
-              "      <td>1599.000000</td>\n",
-              "      <td>1599.000000</td>\n",
-              "      <td>1599.000000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>mean</th>\n",
-              "      <td>8.319637</td>\n",
-              "      <td>0.527821</td>\n",
-              "      <td>0.270976</td>\n",
-              "      <td>2.538806</td>\n",
-              "      <td>0.087467</td>\n",
-              "      <td>15.874922</td>\n",
-              "      <td>46.467792</td>\n",
-              "      <td>0.996747</td>\n",
-              "      <td>3.311113</td>\n",
-              "      <td>0.658149</td>\n",
-              "      <td>10.422983</td>\n",
-              "      <td>5.636023</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>std</th>\n",
-              "      <td>1.741096</td>\n",
-              "      <td>0.179060</td>\n",
-              "      <td>0.194801</td>\n",
-              "      <td>1.409928</td>\n",
-              "      <td>0.047065</td>\n",
-              "      <td>10.460157</td>\n",
-              "      <td>32.895324</td>\n",
-              "      <td>0.001887</td>\n",
-              "      <td>0.154386</td>\n",
-              "      <td>0.169507</td>\n",
-              "      <td>1.065668</td>\n",
-              "      <td>0.807569</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>min</th>\n",
-              "      <td>4.600000</td>\n",
-              "      <td>0.120000</td>\n",
-              "      <td>0.000000</td>\n",
-              "      <td>0.900000</td>\n",
-              "      <td>0.012000</td>\n",
-              "      <td>1.000000</td>\n",
-              "      <td>6.000000</td>\n",
-              "      <td>0.990070</td>\n",
-              "      <td>2.740000</td>\n",
-              "      <td>0.330000</td>\n",
-              "      <td>8.400000</td>\n",
-              "      <td>3.000000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>25%</th>\n",
-              "      <td>7.100000</td>\n",
-              "      <td>0.390000</td>\n",
-              "      <td>0.090000</td>\n",
-              "      <td>1.900000</td>\n",
-              "      <td>0.070000</td>\n",
-              "      <td>7.000000</td>\n",
-              "      <td>22.000000</td>\n",
-              "      <td>0.995600</td>\n",
-              "      <td>3.210000</td>\n",
-              "      <td>0.550000</td>\n",
-              "      <td>9.500000</td>\n",
-              "      <td>5.000000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>50%</th>\n",
-              "      <td>7.900000</td>\n",
-              "      <td>0.520000</td>\n",
-              "      <td>0.260000</td>\n",
-              "      <td>2.200000</td>\n",
-              "      <td>0.079000</td>\n",
-              "      <td>14.000000</td>\n",
-              "      <td>38.000000</td>\n",
-              "      <td>0.996750</td>\n",
-              "      <td>3.310000</td>\n",
-              "      <td>0.620000</td>\n",
-              "      <td>10.200000</td>\n",
-              "      <td>6.000000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>75%</th>\n",
-              "      <td>9.200000</td>\n",
-              "      <td>0.640000</td>\n",
-              "      <td>0.420000</td>\n",
-              "      <td>2.600000</td>\n",
-              "      <td>0.090000</td>\n",
-              "      <td>21.000000</td>\n",
-              "      <td>62.000000</td>\n",
-              "      <td>0.997835</td>\n",
-              "      <td>3.400000</td>\n",
-              "      <td>0.730000</td>\n",
-              "      <td>11.100000</td>\n",
-              "      <td>6.000000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>max</th>\n",
-              "      <td>15.900000</td>\n",
-              "      <td>1.580000</td>\n",
-              "      <td>1.000000</td>\n",
-              "      <td>15.500000</td>\n",
-              "      <td>0.611000</td>\n",
-              "      <td>72.000000</td>\n",
-              "      <td>289.000000</td>\n",
-              "      <td>1.003690</td>\n",
-              "      <td>4.010000</td>\n",
-              "      <td>2.000000</td>\n",
-              "      <td>14.900000</td>\n",
-              "      <td>8.000000</td>\n",
-              "    </tr>\n",
-              "  </tbody>\n",
-              "</table>\n",
-              "</div>"
-            ],
-            "text/plain": [
-              "       fixed acidity  volatile acidity  ...      alcohol      quality\n",
-              "count    1599.000000       1599.000000  ...  1599.000000  1599.000000\n",
-              "mean        8.319637          0.527821  ...    10.422983     5.636023\n",
-              "std         1.741096          0.179060  ...     1.065668     0.807569\n",
-              "min         4.600000          0.120000  ...     8.400000     3.000000\n",
-              "25%         7.100000          0.390000  ...     9.500000     5.000000\n",
-              "50%         7.900000          0.520000  ...    10.200000     6.000000\n",
-              "75%         9.200000          0.640000  ...    11.100000     6.000000\n",
-              "max        15.900000          1.580000  ...    14.900000     8.000000\n",
-              "\n",
-              "[8 rows x 12 columns]"
-            ]
-          },
-          "metadata": {
-            "tags": []
-          },
-          "execution_count": 20
-        }
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "t8Y53QPyu_fO"
-      },
-      "source": [
-        "Testowy Wykres (quality, volatile acidity)"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 405
-        },
-        "id": "hEe3BYcJaKnF",
-        "outputId": "cd03275d-d09e-4517-ef76-22b40d9ffa9e"
-      },
-      "source": [
-        "fig = plt.figure(figsize = (10,6))\n",
-        "sns.barplot(x = 'quality', y = 'volatile acidity', data = wine)"
-      ],
-      "execution_count": 21,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/plain": [
-              "<matplotlib.axes._subplots.AxesSubplot at 0x7f2504262bd0>"
-            ]
-          },
-          "metadata": {
-            "tags": []
-          },
-          "execution_count": 21
-        },
-        {
-          "output_type": "display_data",
-          "data": {
-            "image/png": "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\n",
-            "text/plain": [
-              "<Figure size 720x432 with 1 Axes>"
-            ]
-          },
-          "metadata": {
-            "tags": [],
-            "needs_background": "light"
-          }
-        }
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "M4hd_N8EgH57"
-      },
-      "source": [
-        "## 3.4. zbiór Dev (bash)"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 419
-        },
-        "id": "XT3hrfW3gOxH",
-        "outputId": "98ef6303-7f2b-4341-e6ad-c19af8750ccc"
-      },
-      "source": [
-        "wine_dev_bash"
-      ],
-      "execution_count": 22,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/html": [
-              "<div>\n",
-              "<style scoped>\n",
-              "    .dataframe tbody tr th:only-of-type {\n",
-              "        vertical-align: middle;\n",
-              "    }\n",
-              "\n",
-              "    .dataframe tbody tr th {\n",
-              "        vertical-align: top;\n",
-              "    }\n",
-              "\n",
-              "    .dataframe thead th {\n",
-              "        text-align: right;\n",
-              "    }\n",
-              "</style>\n",
-              "<table border=\"1\" class=\"dataframe\">\n",
-              "  <thead>\n",
-              "    <tr style=\"text-align: right;\">\n",
-              "      <th></th>\n",
-              "      <th>fixed acidity</th>\n",
-              "      <th>volatile acidity</th>\n",
-              "      <th>citric acid</th>\n",
-              "      <th>residual sugar</th>\n",
-              "      <th>chlorides</th>\n",
-              "      <th>free sulfur dioxide</th>\n",
-              "      <th>total sulfur dioxide</th>\n",
-              "      <th>density</th>\n",
-              "      <th>pH</th>\n",
-              "      <th>sulphates</th>\n",
-              "      <th>alcohol</th>\n",
-              "      <th>quality</th>\n",
-              "    </tr>\n",
-              "  </thead>\n",
-              "  <tbody>\n",
-              "    <tr>\n",
-              "      <th>0</th>\n",
-              "      <td>8.0</td>\n",
-              "      <td>0.705</td>\n",
-              "      <td>0.05</td>\n",
-              "      <td>1.9</td>\n",
-              "      <td>0.074</td>\n",
-              "      <td>8.0</td>\n",
-              "      <td>19.0</td>\n",
-              "      <td>0.99620</td>\n",
-              "      <td>3.34</td>\n",
-              "      <td>0.95</td>\n",
-              "      <td>10.5</td>\n",
-              "      <td>6</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1</th>\n",
-              "      <td>7.6</td>\n",
-              "      <td>0.665</td>\n",
-              "      <td>0.10</td>\n",
-              "      <td>1.5</td>\n",
-              "      <td>0.066</td>\n",
-              "      <td>27.0</td>\n",
-              "      <td>55.0</td>\n",
-              "      <td>0.99655</td>\n",
-              "      <td>3.39</td>\n",
-              "      <td>0.51</td>\n",
-              "      <td>9.3</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>2</th>\n",
-              "      <td>7.8</td>\n",
-              "      <td>0.550</td>\n",
-              "      <td>0.35</td>\n",
-              "      <td>2.2</td>\n",
-              "      <td>0.074</td>\n",
-              "      <td>21.0</td>\n",
-              "      <td>66.0</td>\n",
-              "      <td>0.99740</td>\n",
-              "      <td>3.25</td>\n",
-              "      <td>0.56</td>\n",
-              "      <td>9.2</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>3</th>\n",
-              "      <td>13.0</td>\n",
-              "      <td>0.320</td>\n",
-              "      <td>0.65</td>\n",
-              "      <td>2.6</td>\n",
-              "      <td>0.093</td>\n",
-              "      <td>15.0</td>\n",
-              "      <td>47.0</td>\n",
-              "      <td>0.99960</td>\n",
-              "      <td>3.05</td>\n",
-              "      <td>0.61</td>\n",
-              "      <td>10.6</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>4</th>\n",
-              "      <td>8.8</td>\n",
-              "      <td>0.610</td>\n",
-              "      <td>0.30</td>\n",
-              "      <td>2.8</td>\n",
-              "      <td>0.088</td>\n",
-              "      <td>17.0</td>\n",
-              "      <td>46.0</td>\n",
-              "      <td>0.99760</td>\n",
-              "      <td>3.26</td>\n",
-              "      <td>0.51</td>\n",
-              "      <td>9.3</td>\n",
-              "      <td>4</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>...</th>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>261</th>\n",
-              "      <td>13.8</td>\n",
-              "      <td>0.490</td>\n",
-              "      <td>0.67</td>\n",
-              "      <td>3.0</td>\n",
-              "      <td>0.093</td>\n",
-              "      <td>6.0</td>\n",
-              "      <td>15.0</td>\n",
-              "      <td>0.99860</td>\n",
-              "      <td>3.02</td>\n",
-              "      <td>0.93</td>\n",
-              "      <td>12.0</td>\n",
-              "      <td>6</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>262</th>\n",
-              "      <td>7.1</td>\n",
-              "      <td>0.750</td>\n",
-              "      <td>0.01</td>\n",
-              "      <td>2.2</td>\n",
-              "      <td>0.059</td>\n",
-              "      <td>11.0</td>\n",
-              "      <td>18.0</td>\n",
-              "      <td>0.99242</td>\n",
-              "      <td>3.39</td>\n",
-              "      <td>0.40</td>\n",
-              "      <td>12.8</td>\n",
-              "      <td>6</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>263</th>\n",
-              "      <td>9.9</td>\n",
-              "      <td>0.350</td>\n",
-              "      <td>0.41</td>\n",
-              "      <td>2.3</td>\n",
-              "      <td>0.083</td>\n",
-              "      <td>11.0</td>\n",
-              "      <td>61.0</td>\n",
-              "      <td>0.99820</td>\n",
-              "      <td>3.21</td>\n",
-              "      <td>0.50</td>\n",
-              "      <td>9.5</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>264</th>\n",
-              "      <td>6.5</td>\n",
-              "      <td>0.520</td>\n",
-              "      <td>0.11</td>\n",
-              "      <td>1.8</td>\n",
-              "      <td>0.073</td>\n",
-              "      <td>13.0</td>\n",
-              "      <td>38.0</td>\n",
-              "      <td>0.99550</td>\n",
-              "      <td>3.34</td>\n",
-              "      <td>0.52</td>\n",
-              "      <td>9.3</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>265</th>\n",
-              "      <td>6.8</td>\n",
-              "      <td>0.670</td>\n",
-              "      <td>0.00</td>\n",
-              "      <td>1.9</td>\n",
-              "      <td>0.080</td>\n",
-              "      <td>22.0</td>\n",
-              "      <td>39.0</td>\n",
-              "      <td>0.99701</td>\n",
-              "      <td>3.40</td>\n",
-              "      <td>0.74</td>\n",
-              "      <td>9.7</td>\n",
-              "      <td>5</td>\n",
-              "    </tr>\n",
-              "  </tbody>\n",
-              "</table>\n",
-              "<p>266 rows × 12 columns</p>\n",
-              "</div>"
-            ],
-            "text/plain": [
-              "     fixed acidity  volatile acidity  citric acid  ...  sulphates  alcohol  quality\n",
-              "0              8.0             0.705         0.05  ...       0.95     10.5        6\n",
-              "1              7.6             0.665         0.10  ...       0.51      9.3        5\n",
-              "2              7.8             0.550         0.35  ...       0.56      9.2        5\n",
-              "3             13.0             0.320         0.65  ...       0.61     10.6        5\n",
-              "4              8.8             0.610         0.30  ...       0.51      9.3        4\n",
-              "..             ...               ...          ...  ...        ...      ...      ...\n",
-              "261           13.8             0.490         0.67  ...       0.93     12.0        6\n",
-              "262            7.1             0.750         0.01  ...       0.40     12.8        6\n",
-              "263            9.9             0.350         0.41  ...       0.50      9.5        5\n",
-              "264            6.5             0.520         0.11  ...       0.52      9.3        5\n",
-              "265            6.8             0.670         0.00  ...       0.74      9.7        5\n",
-              "\n",
-              "[266 rows x 12 columns]"
-            ]
-          },
-          "metadata": {
-            "tags": []
-          },
-          "execution_count": 22
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "id": "lhRktuxPgOsC",
-        "outputId": "612e6163-0b66-4495-fdc1-2a0813efe37e"
-      },
-      "source": [
-        "wine_dev_bash[\"quality\"].value_counts()"
-      ],
-      "execution_count": 23,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/plain": [
-              "5    115\n",
-              "6    113\n",
-              "7     24\n",
-              "4      9\n",
-              "8      3\n",
-              "3      2\n",
-              "Name: quality, dtype: int64"
-            ]
-          },
-          "metadata": {
-            "tags": []
-          },
-          "execution_count": 23
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 297
-        },
-        "id": "FmOQIZMSgOnK",
-        "outputId": "a7f4b4e8-36a0-4a07-cce4-98caa71ff7d0"
-      },
-      "source": [
-        "wine_dev_bash.describe(include='all')"
-      ],
-      "execution_count": 24,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/html": [
-              "<div>\n",
-              "<style scoped>\n",
-              "    .dataframe tbody tr th:only-of-type {\n",
-              "        vertical-align: middle;\n",
-              "    }\n",
-              "\n",
-              "    .dataframe tbody tr th {\n",
-              "        vertical-align: top;\n",
-              "    }\n",
-              "\n",
-              "    .dataframe thead th {\n",
-              "        text-align: right;\n",
-              "    }\n",
-              "</style>\n",
-              "<table border=\"1\" class=\"dataframe\">\n",
-              "  <thead>\n",
-              "    <tr style=\"text-align: right;\">\n",
-              "      <th></th>\n",
-              "      <th>fixed acidity</th>\n",
-              "      <th>volatile acidity</th>\n",
-              "      <th>citric acid</th>\n",
-              "      <th>residual sugar</th>\n",
-              "      <th>chlorides</th>\n",
-              "      <th>free sulfur dioxide</th>\n",
-              "      <th>total sulfur dioxide</th>\n",
-              "      <th>density</th>\n",
-              "      <th>pH</th>\n",
-              "      <th>sulphates</th>\n",
-              "      <th>alcohol</th>\n",
-              "      <th>quality</th>\n",
-              "    </tr>\n",
-              "  </thead>\n",
-              "  <tbody>\n",
-              "    <tr>\n",
-              "      <th>count</th>\n",
-              "      <td>266.000000</td>\n",
-              "      <td>266.000000</td>\n",
-              "      <td>266.000000</td>\n",
-              "      <td>266.000000</td>\n",
-              "      <td>266.000000</td>\n",
-              "      <td>266.000000</td>\n",
-              "      <td>266.000000</td>\n",
-              "      <td>266.000000</td>\n",
-              "      <td>266.000000</td>\n",
-              "      <td>266.000000</td>\n",
-              "      <td>266.000000</td>\n",
-              "      <td>266.000000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>mean</th>\n",
-              "      <td>8.273684</td>\n",
-              "      <td>0.540075</td>\n",
-              "      <td>0.253008</td>\n",
-              "      <td>2.523308</td>\n",
-              "      <td>0.088620</td>\n",
-              "      <td>15.398496</td>\n",
-              "      <td>43.973684</td>\n",
-              "      <td>0.996749</td>\n",
-              "      <td>3.317895</td>\n",
-              "      <td>0.649774</td>\n",
-              "      <td>10.453321</td>\n",
-              "      <td>5.590226</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>std</th>\n",
-              "      <td>1.720592</td>\n",
-              "      <td>0.193856</td>\n",
-              "      <td>0.190330</td>\n",
-              "      <td>1.380498</td>\n",
-              "      <td>0.055825</td>\n",
-              "      <td>10.002219</td>\n",
-              "      <td>30.518712</td>\n",
-              "      <td>0.001930</td>\n",
-              "      <td>0.152003</td>\n",
-              "      <td>0.176930</td>\n",
-              "      <td>1.058010</td>\n",
-              "      <td>0.777841</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>min</th>\n",
-              "      <td>4.900000</td>\n",
-              "      <td>0.120000</td>\n",
-              "      <td>0.000000</td>\n",
-              "      <td>1.300000</td>\n",
-              "      <td>0.012000</td>\n",
-              "      <td>1.000000</td>\n",
-              "      <td>8.000000</td>\n",
-              "      <td>0.990640</td>\n",
-              "      <td>2.870000</td>\n",
-              "      <td>0.330000</td>\n",
-              "      <td>8.500000</td>\n",
-              "      <td>3.000000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>25%</th>\n",
-              "      <td>7.100000</td>\n",
-              "      <td>0.396250</td>\n",
-              "      <td>0.080000</td>\n",
-              "      <td>1.900000</td>\n",
-              "      <td>0.068250</td>\n",
-              "      <td>8.000000</td>\n",
-              "      <td>20.000000</td>\n",
-              "      <td>0.995525</td>\n",
-              "      <td>3.210000</td>\n",
-              "      <td>0.542500</td>\n",
-              "      <td>9.500000</td>\n",
-              "      <td>5.000000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>50%</th>\n",
-              "      <td>7.900000</td>\n",
-              "      <td>0.520000</td>\n",
-              "      <td>0.240000</td>\n",
-              "      <td>2.200000</td>\n",
-              "      <td>0.079000</td>\n",
-              "      <td>13.000000</td>\n",
-              "      <td>37.000000</td>\n",
-              "      <td>0.996720</td>\n",
-              "      <td>3.320000</td>\n",
-              "      <td>0.620000</td>\n",
-              "      <td>10.200000</td>\n",
-              "      <td>6.000000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>75%</th>\n",
-              "      <td>9.200000</td>\n",
-              "      <td>0.648750</td>\n",
-              "      <td>0.390000</td>\n",
-              "      <td>2.600000</td>\n",
-              "      <td>0.090000</td>\n",
-              "      <td>20.000000</td>\n",
-              "      <td>60.000000</td>\n",
-              "      <td>0.997877</td>\n",
-              "      <td>3.430000</td>\n",
-              "      <td>0.720000</td>\n",
-              "      <td>11.200000</td>\n",
-              "      <td>6.000000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>max</th>\n",
-              "      <td>15.600000</td>\n",
-              "      <td>1.580000</td>\n",
-              "      <td>0.760000</td>\n",
-              "      <td>13.800000</td>\n",
-              "      <td>0.611000</td>\n",
-              "      <td>66.000000</td>\n",
-              "      <td>141.000000</td>\n",
-              "      <td>1.003150</td>\n",
-              "      <td>3.720000</td>\n",
-              "      <td>1.950000</td>\n",
-              "      <td>14.000000</td>\n",
-              "      <td>8.000000</td>\n",
-              "    </tr>\n",
-              "  </tbody>\n",
-              "</table>\n",
-              "</div>"
-            ],
-            "text/plain": [
-              "       fixed acidity  volatile acidity  ...     alcohol     quality\n",
-              "count     266.000000        266.000000  ...  266.000000  266.000000\n",
-              "mean        8.273684          0.540075  ...   10.453321    5.590226\n",
-              "std         1.720592          0.193856  ...    1.058010    0.777841\n",
-              "min         4.900000          0.120000  ...    8.500000    3.000000\n",
-              "25%         7.100000          0.396250  ...    9.500000    5.000000\n",
-              "50%         7.900000          0.520000  ...   10.200000    6.000000\n",
-              "75%         9.200000          0.648750  ...   11.200000    6.000000\n",
-              "max        15.600000          1.580000  ...   14.000000    8.000000\n",
-              "\n",
-              "[8 rows x 12 columns]"
-            ]
-          },
-          "metadata": {
-            "tags": []
-          },
-          "execution_count": 24
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 405
-        },
-        "id": "j3Z6noeZgOjC",
-        "outputId": "de24703b-50d4-4059-d5e6-ddc0c0f3356c"
-      },
-      "source": [
-        "fig = plt.figure(figsize = (10,6))\n",
-        "sns.barplot(x = 'quality', y = 'volatile acidity', data = wine_dev_bash)"
-      ],
-      "execution_count": 25,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/plain": [
-              "<matplotlib.axes._subplots.AxesSubplot at 0x7f2504166f50>"
-            ]
-          },
-          "metadata": {
-            "tags": []
-          },
-          "execution_count": 25
-        },
-        {
-          "output_type": "display_data",
-          "data": {
-            "image/png": "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\n",
-            "text/plain": [
-              "<Figure size 720x432 with 1 Axes>"
-            ]
-          },
-          "metadata": {
-            "tags": [],
-            "needs_background": "light"
-          }
-        }
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "ftWOC-do2Pq-"
-      },
-      "source": [
-        "# 4. Normalizacja"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "Wm0EM2hj4s6V"
-      },
-      "source": [
-        "Normalizacja kolumny 'quality' na wartości od 0 do 20. Nie jest ona konieczna ale została stworzona w celach demonstracyjnych"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "id": "EkZQ6Hpy2Tj_"
-      },
-      "source": [
-        "wine[\"quality\"]=((wine[\"quality\"]-wine[\"quality\"].min())/(wine[\"quality\"].max()-wine[\"quality\"].min()))*20"
-      ],
-      "execution_count": 26,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 419
-        },
-        "id": "_bQgYfct3Tir",
-        "outputId": "8b50d411-b47b-4d4d-d3eb-606d7c134de0"
-      },
-      "source": [
-        "wine"
-      ],
-      "execution_count": 27,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/html": [
-              "<div>\n",
-              "<style scoped>\n",
-              "    .dataframe tbody tr th:only-of-type {\n",
-              "        vertical-align: middle;\n",
-              "    }\n",
-              "\n",
-              "    .dataframe tbody tr th {\n",
-              "        vertical-align: top;\n",
-              "    }\n",
-              "\n",
-              "    .dataframe thead th {\n",
-              "        text-align: right;\n",
-              "    }\n",
-              "</style>\n",
-              "<table border=\"1\" class=\"dataframe\">\n",
-              "  <thead>\n",
-              "    <tr style=\"text-align: right;\">\n",
-              "      <th></th>\n",
-              "      <th>fixed acidity</th>\n",
-              "      <th>volatile acidity</th>\n",
-              "      <th>citric acid</th>\n",
-              "      <th>residual sugar</th>\n",
-              "      <th>chlorides</th>\n",
-              "      <th>free sulfur dioxide</th>\n",
-              "      <th>total sulfur dioxide</th>\n",
-              "      <th>density</th>\n",
-              "      <th>pH</th>\n",
-              "      <th>sulphates</th>\n",
-              "      <th>alcohol</th>\n",
-              "      <th>quality</th>\n",
-              "    </tr>\n",
-              "  </thead>\n",
-              "  <tbody>\n",
-              "    <tr>\n",
-              "      <th>0</th>\n",
-              "      <td>7.4</td>\n",
-              "      <td>0.700</td>\n",
-              "      <td>0.00</td>\n",
-              "      <td>1.9</td>\n",
-              "      <td>0.076</td>\n",
-              "      <td>11.0</td>\n",
-              "      <td>34.0</td>\n",
-              "      <td>0.99780</td>\n",
-              "      <td>3.51</td>\n",
-              "      <td>0.56</td>\n",
-              "      <td>9.4</td>\n",
-              "      <td>8.0</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1</th>\n",
-              "      <td>7.8</td>\n",
-              "      <td>0.880</td>\n",
-              "      <td>0.00</td>\n",
-              "      <td>2.6</td>\n",
-              "      <td>0.098</td>\n",
-              "      <td>25.0</td>\n",
-              "      <td>67.0</td>\n",
-              "      <td>0.99680</td>\n",
-              "      <td>3.20</td>\n",
-              "      <td>0.68</td>\n",
-              "      <td>9.8</td>\n",
-              "      <td>8.0</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>2</th>\n",
-              "      <td>7.8</td>\n",
-              "      <td>0.760</td>\n",
-              "      <td>0.04</td>\n",
-              "      <td>2.3</td>\n",
-              "      <td>0.092</td>\n",
-              "      <td>15.0</td>\n",
-              "      <td>54.0</td>\n",
-              "      <td>0.99700</td>\n",
-              "      <td>3.26</td>\n",
-              "      <td>0.65</td>\n",
-              "      <td>9.8</td>\n",
-              "      <td>8.0</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>3</th>\n",
-              "      <td>11.2</td>\n",
-              "      <td>0.280</td>\n",
-              "      <td>0.56</td>\n",
-              "      <td>1.9</td>\n",
-              "      <td>0.075</td>\n",
-              "      <td>17.0</td>\n",
-              "      <td>60.0</td>\n",
-              "      <td>0.99800</td>\n",
-              "      <td>3.16</td>\n",
-              "      <td>0.58</td>\n",
-              "      <td>9.8</td>\n",
-              "      <td>12.0</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>4</th>\n",
-              "      <td>7.4</td>\n",
-              "      <td>0.700</td>\n",
-              "      <td>0.00</td>\n",
-              "      <td>1.9</td>\n",
-              "      <td>0.076</td>\n",
-              "      <td>11.0</td>\n",
-              "      <td>34.0</td>\n",
-              "      <td>0.99780</td>\n",
-              "      <td>3.51</td>\n",
-              "      <td>0.56</td>\n",
-              "      <td>9.4</td>\n",
-              "      <td>8.0</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>...</th>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1594</th>\n",
-              "      <td>6.2</td>\n",
-              "      <td>0.600</td>\n",
-              "      <td>0.08</td>\n",
-              "      <td>2.0</td>\n",
-              "      <td>0.090</td>\n",
-              "      <td>32.0</td>\n",
-              "      <td>44.0</td>\n",
-              "      <td>0.99490</td>\n",
-              "      <td>3.45</td>\n",
-              "      <td>0.58</td>\n",
-              "      <td>10.5</td>\n",
-              "      <td>8.0</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1595</th>\n",
-              "      <td>5.9</td>\n",
-              "      <td>0.550</td>\n",
-              "      <td>0.10</td>\n",
-              "      <td>2.2</td>\n",
-              "      <td>0.062</td>\n",
-              "      <td>39.0</td>\n",
-              "      <td>51.0</td>\n",
-              "      <td>0.99512</td>\n",
-              "      <td>3.52</td>\n",
-              "      <td>0.76</td>\n",
-              "      <td>11.2</td>\n",
-              "      <td>12.0</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1596</th>\n",
-              "      <td>6.3</td>\n",
-              "      <td>0.510</td>\n",
-              "      <td>0.13</td>\n",
-              "      <td>2.3</td>\n",
-              "      <td>0.076</td>\n",
-              "      <td>29.0</td>\n",
-              "      <td>40.0</td>\n",
-              "      <td>0.99574</td>\n",
-              "      <td>3.42</td>\n",
-              "      <td>0.75</td>\n",
-              "      <td>11.0</td>\n",
-              "      <td>12.0</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1597</th>\n",
-              "      <td>5.9</td>\n",
-              "      <td>0.645</td>\n",
-              "      <td>0.12</td>\n",
-              "      <td>2.0</td>\n",
-              "      <td>0.075</td>\n",
-              "      <td>32.0</td>\n",
-              "      <td>44.0</td>\n",
-              "      <td>0.99547</td>\n",
-              "      <td>3.57</td>\n",
-              "      <td>0.71</td>\n",
-              "      <td>10.2</td>\n",
-              "      <td>8.0</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1598</th>\n",
-              "      <td>6.0</td>\n",
-              "      <td>0.310</td>\n",
-              "      <td>0.47</td>\n",
-              "      <td>3.6</td>\n",
-              "      <td>0.067</td>\n",
-              "      <td>18.0</td>\n",
-              "      <td>42.0</td>\n",
-              "      <td>0.99549</td>\n",
-              "      <td>3.39</td>\n",
-              "      <td>0.66</td>\n",
-              "      <td>11.0</td>\n",
-              "      <td>12.0</td>\n",
-              "    </tr>\n",
-              "  </tbody>\n",
-              "</table>\n",
-              "<p>1599 rows × 12 columns</p>\n",
-              "</div>"
-            ],
-            "text/plain": [
-              "      fixed acidity  volatile acidity  citric acid  ...  sulphates  alcohol  quality\n",
-              "0               7.4             0.700         0.00  ...       0.56      9.4      8.0\n",
-              "1               7.8             0.880         0.00  ...       0.68      9.8      8.0\n",
-              "2               7.8             0.760         0.04  ...       0.65      9.8      8.0\n",
-              "3              11.2             0.280         0.56  ...       0.58      9.8     12.0\n",
-              "4               7.4             0.700         0.00  ...       0.56      9.4      8.0\n",
-              "...             ...               ...          ...  ...        ...      ...      ...\n",
-              "1594            6.2             0.600         0.08  ...       0.58     10.5      8.0\n",
-              "1595            5.9             0.550         0.10  ...       0.76     11.2     12.0\n",
-              "1596            6.3             0.510         0.13  ...       0.75     11.0     12.0\n",
-              "1597            5.9             0.645         0.12  ...       0.71     10.2      8.0\n",
-              "1598            6.0             0.310         0.47  ...       0.66     11.0     12.0\n",
-              "\n",
-              "[1599 rows x 12 columns]"
-            ]
-          },
-          "metadata": {
-            "tags": []
-          },
-          "execution_count": 27
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "id": "I1AwZoyN4RHs",
-        "outputId": "15a7bca4-8bbe-4749-80b8-5eede667aa07"
-      },
-      "source": [
-        "wine[\"quality\"].value_counts()"
-      ],
-      "execution_count": 28,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/plain": [
-              "8.0     681\n",
-              "12.0    638\n",
-              "16.0    199\n",
-              "4.0      53\n",
-              "20.0     18\n",
-              "0.0      10\n",
-              "Name: quality, dtype: int64"
-            ]
-          },
-          "metadata": {
-            "tags": []
-          },
-          "execution_count": 28
-        }
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "XBU3z_of414w"
-      },
-      "source": [
-        "# 5. Usuwanie artefaktów"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "KCstRwQp5-X1"
-      },
-      "source": [
-        "### Całe szczęscie nie ma w moim zbiorze ani pustych linijek, ani przykładów z niepoprawnymi wartościami"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "id": "EJqksTP545UV"
-      },
-      "source": [
-        "# Znajdźmy pustą linijkę:\n",
-        "! grep -P \"^$\" -n winequality-red.csv"
-      ],
-      "execution_count": 29,
-      "outputs": []
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "8DuoPn3Fa0kP"
-      },
-      "source": [
-        "Szukanie wartości \"NA\": https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.dropna.html"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "id": "REYF2AWjz_lr",
-        "outputId": "01c5cd70-a37e-433f-bde3-d0c855c96c2e"
-      },
-      "source": [
-        "wine.isnull().sum()"
-      ],
-      "execution_count": 30,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/plain": [
-              "fixed acidity           0\n",
-              "volatile acidity        0\n",
-              "citric acid             0\n",
-              "residual sugar          0\n",
-              "chlorides               0\n",
-              "free sulfur dioxide     0\n",
-              "total sulfur dioxide    0\n",
-              "density                 0\n",
-              "pH                      0\n",
-              "sulphates               0\n",
-              "alcohol                 0\n",
-              "quality                 0\n",
-              "dtype: int64"
-            ]
-          },
-          "metadata": {
-            "tags": []
-          },
-          "execution_count": 30
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "id": "RbkqNj9_akcU"
-      },
-      "source": [
-        "wine.dropna(inplace=True) "
-      ],
-      "execution_count": 31,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 419
-        },
-        "id": "4WylJo9malyG",
-        "outputId": "95a9b3f4-a7f5-4f61-fdbe-918dbca2d72c"
-      },
-      "source": [
-        "wine"
-      ],
-      "execution_count": 32,
-      "outputs": [
-        {
-          "output_type": "execute_result",
-          "data": {
-            "text/html": [
-              "<div>\n",
-              "<style scoped>\n",
-              "    .dataframe tbody tr th:only-of-type {\n",
-              "        vertical-align: middle;\n",
-              "    }\n",
-              "\n",
-              "    .dataframe tbody tr th {\n",
-              "        vertical-align: top;\n",
-              "    }\n",
-              "\n",
-              "    .dataframe thead th {\n",
-              "        text-align: right;\n",
-              "    }\n",
-              "</style>\n",
-              "<table border=\"1\" class=\"dataframe\">\n",
-              "  <thead>\n",
-              "    <tr style=\"text-align: right;\">\n",
-              "      <th></th>\n",
-              "      <th>fixed acidity</th>\n",
-              "      <th>volatile acidity</th>\n",
-              "      <th>citric acid</th>\n",
-              "      <th>residual sugar</th>\n",
-              "      <th>chlorides</th>\n",
-              "      <th>free sulfur dioxide</th>\n",
-              "      <th>total sulfur dioxide</th>\n",
-              "      <th>density</th>\n",
-              "      <th>pH</th>\n",
-              "      <th>sulphates</th>\n",
-              "      <th>alcohol</th>\n",
-              "      <th>quality</th>\n",
-              "    </tr>\n",
-              "  </thead>\n",
-              "  <tbody>\n",
-              "    <tr>\n",
-              "      <th>0</th>\n",
-              "      <td>7.4</td>\n",
-              "      <td>0.700</td>\n",
-              "      <td>0.00</td>\n",
-              "      <td>1.9</td>\n",
-              "      <td>0.076</td>\n",
-              "      <td>11.0</td>\n",
-              "      <td>34.0</td>\n",
-              "      <td>0.99780</td>\n",
-              "      <td>3.51</td>\n",
-              "      <td>0.56</td>\n",
-              "      <td>9.4</td>\n",
-              "      <td>8.0</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1</th>\n",
-              "      <td>7.8</td>\n",
-              "      <td>0.880</td>\n",
-              "      <td>0.00</td>\n",
-              "      <td>2.6</td>\n",
-              "      <td>0.098</td>\n",
-              "      <td>25.0</td>\n",
-              "      <td>67.0</td>\n",
-              "      <td>0.99680</td>\n",
-              "      <td>3.20</td>\n",
-              "      <td>0.68</td>\n",
-              "      <td>9.8</td>\n",
-              "      <td>8.0</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>2</th>\n",
-              "      <td>7.8</td>\n",
-              "      <td>0.760</td>\n",
-              "      <td>0.04</td>\n",
-              "      <td>2.3</td>\n",
-              "      <td>0.092</td>\n",
-              "      <td>15.0</td>\n",
-              "      <td>54.0</td>\n",
-              "      <td>0.99700</td>\n",
-              "      <td>3.26</td>\n",
-              "      <td>0.65</td>\n",
-              "      <td>9.8</td>\n",
-              "      <td>8.0</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>3</th>\n",
-              "      <td>11.2</td>\n",
-              "      <td>0.280</td>\n",
-              "      <td>0.56</td>\n",
-              "      <td>1.9</td>\n",
-              "      <td>0.075</td>\n",
-              "      <td>17.0</td>\n",
-              "      <td>60.0</td>\n",
-              "      <td>0.99800</td>\n",
-              "      <td>3.16</td>\n",
-              "      <td>0.58</td>\n",
-              "      <td>9.8</td>\n",
-              "      <td>12.0</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>4</th>\n",
-              "      <td>7.4</td>\n",
-              "      <td>0.700</td>\n",
-              "      <td>0.00</td>\n",
-              "      <td>1.9</td>\n",
-              "      <td>0.076</td>\n",
-              "      <td>11.0</td>\n",
-              "      <td>34.0</td>\n",
-              "      <td>0.99780</td>\n",
-              "      <td>3.51</td>\n",
-              "      <td>0.56</td>\n",
-              "      <td>9.4</td>\n",
-              "      <td>8.0</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>...</th>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1594</th>\n",
-              "      <td>6.2</td>\n",
-              "      <td>0.600</td>\n",
-              "      <td>0.08</td>\n",
-              "      <td>2.0</td>\n",
-              "      <td>0.090</td>\n",
-              "      <td>32.0</td>\n",
-              "      <td>44.0</td>\n",
-              "      <td>0.99490</td>\n",
-              "      <td>3.45</td>\n",
-              "      <td>0.58</td>\n",
-              "      <td>10.5</td>\n",
-              "      <td>8.0</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1595</th>\n",
-              "      <td>5.9</td>\n",
-              "      <td>0.550</td>\n",
-              "      <td>0.10</td>\n",
-              "      <td>2.2</td>\n",
-              "      <td>0.062</td>\n",
-              "      <td>39.0</td>\n",
-              "      <td>51.0</td>\n",
-              "      <td>0.99512</td>\n",
-              "      <td>3.52</td>\n",
-              "      <td>0.76</td>\n",
-              "      <td>11.2</td>\n",
-              "      <td>12.0</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1596</th>\n",
-              "      <td>6.3</td>\n",
-              "      <td>0.510</td>\n",
-              "      <td>0.13</td>\n",
-              "      <td>2.3</td>\n",
-              "      <td>0.076</td>\n",
-              "      <td>29.0</td>\n",
-              "      <td>40.0</td>\n",
-              "      <td>0.99574</td>\n",
-              "      <td>3.42</td>\n",
-              "      <td>0.75</td>\n",
-              "      <td>11.0</td>\n",
-              "      <td>12.0</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1597</th>\n",
-              "      <td>5.9</td>\n",
-              "      <td>0.645</td>\n",
-              "      <td>0.12</td>\n",
-              "      <td>2.0</td>\n",
-              "      <td>0.075</td>\n",
-              "      <td>32.0</td>\n",
-              "      <td>44.0</td>\n",
-              "      <td>0.99547</td>\n",
-              "      <td>3.57</td>\n",
-              "      <td>0.71</td>\n",
-              "      <td>10.2</td>\n",
-              "      <td>8.0</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>1598</th>\n",
-              "      <td>6.0</td>\n",
-              "      <td>0.310</td>\n",
-              "      <td>0.47</td>\n",
-              "      <td>3.6</td>\n",
-              "      <td>0.067</td>\n",
-              "      <td>18.0</td>\n",
-              "      <td>42.0</td>\n",
-              "      <td>0.99549</td>\n",
-              "      <td>3.39</td>\n",
-              "      <td>0.66</td>\n",
-              "      <td>11.0</td>\n",
-              "      <td>12.0</td>\n",
-              "    </tr>\n",
-              "  </tbody>\n",
-              "</table>\n",
-              "<p>1599 rows × 12 columns</p>\n",
-              "</div>"
-            ],
-            "text/plain": [
-              "      fixed acidity  volatile acidity  citric acid  ...  sulphates  alcohol  quality\n",
-              "0               7.4             0.700         0.00  ...       0.56      9.4      8.0\n",
-              "1               7.8             0.880         0.00  ...       0.68      9.8      8.0\n",
-              "2               7.8             0.760         0.04  ...       0.65      9.8      8.0\n",
-              "3              11.2             0.280         0.56  ...       0.58      9.8     12.0\n",
-              "4               7.4             0.700         0.00  ...       0.56      9.4      8.0\n",
-              "...             ...               ...          ...  ...        ...      ...      ...\n",
-              "1594            6.2             0.600         0.08  ...       0.58     10.5      8.0\n",
-              "1595            5.9             0.550         0.10  ...       0.76     11.2     12.0\n",
-              "1596            6.3             0.510         0.13  ...       0.75     11.0     12.0\n",
-              "1597            5.9             0.645         0.12  ...       0.71     10.2      8.0\n",
-              "1598            6.0             0.310         0.47  ...       0.66     11.0     12.0\n",
-              "\n",
-              "[1599 rows x 12 columns]"
-            ]
-          },
-          "metadata": {
-            "tags": []
-          },
-          "execution_count": 32
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "metadata": {
-        "id": "iqsJ9Bfngy-m"
-      },
-      "source": [
-        ""
-      ],
-      "execution_count": null,
-      "outputs": []
-    }
-  ]
-}
\ No newline at end of file
diff --git a/Zajęcia4/test.sh b/Zajęcia4/test.sh
index cb12447..0efedce 100644
--- a/Zajęcia4/test.sh
+++ b/Zajęcia4/test.sh
@@ -1,19 +1,2 @@
-# 5. Zapisanie zbioru danych [4 pkt] (Pobranie pliku .csv)
-curl -OL https://git.wmi.amu.edu.pl/s434788/ium_434788/raw/branch/master/winequality-red.csv
-
-
-# 5. Zapisanie zbioru danych [4 pkt] (Podzielenie pliku csv na test/dev/train)
-head -n 1 winequality-red.csv > header.csv
-tail -n +2 winequality-red.csv | shuf > data.shuffled
-
-head -n 266 data.shuffled > wine.data.test
-head -n 532 data.shuffled | tail -n 266 > wine.data.dev
-tail -n +333 data.shuffled > wine.data.train
-
-cat header.csv wine.data.test > test.csv
-cat header.csv wine.data.dev > dev.csv
-cat header.csv wine.data.train > train.csv
-
-# 7. Parametry zadania [1 pkt]
-head -n $1 data.shuffled > zadanie7.data
-cat header.csv zadanie7.data > Final_file.csv
\ No newline at end of file
+#Uruchomienie skryptu i wyświetlenie 10 pierwszych wierszy wyjściowej tabeli
+python3 Python_file.py
\ No newline at end of file
diff --git a/Zajęcia4/winequality-red.csv b/Zajęcia4/winequality-red.csv
deleted file mode 100644
index 62e674c..0000000
--- a/Zajęcia4/winequality-red.csv
+++ /dev/null
@@ -1,1600 +0,0 @@
-fixed acidity,volatile acidity,citric acid,residual sugar,chlorides,free sulfur dioxide,total sulfur dioxide,density,pH,sulphates,alcohol,quality
-7.4,0.7,0.0,1.9,0.076,11.0,34.0,0.9978,3.51,0.56,9.4,5
-7.8,0.88,0.0,2.6,0.098,25.0,67.0,0.9968,3.2,0.68,9.8,5
-7.8,0.76,0.04,2.3,0.092,15.0,54.0,0.997,3.26,0.65,9.8,5
-11.2,0.28,0.56,1.9,0.075,17.0,60.0,0.998,3.16,0.58,9.8,6
-7.4,0.7,0.0,1.9,0.076,11.0,34.0,0.9978,3.51,0.56,9.4,5
-7.4,0.66,0.0,1.8,0.075,13.0,40.0,0.9978,3.51,0.56,9.4,5
-7.9,0.6,0.06,1.6,0.069,15.0,59.0,0.9964,3.3,0.46,9.4,5
-7.3,0.65,0.0,1.2,0.065,15.0,21.0,0.9946,3.39,0.47,10.0,7
-7.8,0.58,0.02,2.0,0.073,9.0,18.0,0.9968,3.36,0.57,9.5,7
-7.5,0.5,0.36,6.1,0.071,17.0,102.0,0.9978,3.35,0.8,10.5,5
-6.7,0.58,0.08,1.8,0.09699999999999999,15.0,65.0,0.9959,3.28,0.54,9.2,5
-7.5,0.5,0.36,6.1,0.071,17.0,102.0,0.9978,3.35,0.8,10.5,5
-5.6,0.615,0.0,1.6,0.08900000000000001,16.0,59.0,0.9943,3.58,0.52,9.9,5
-7.8,0.61,0.29,1.6,0.114,9.0,29.0,0.9974,3.26,1.56,9.1,5
-8.9,0.62,0.18,3.8,0.17600000000000002,52.0,145.0,0.9986,3.16,0.88,9.2,5
-8.9,0.62,0.19,3.9,0.17,51.0,148.0,0.9986,3.17,0.93,9.2,5
-8.5,0.28,0.56,1.8,0.092,35.0,103.0,0.9969,3.3,0.75,10.5,7
-8.1,0.56,0.28,1.7,0.368,16.0,56.0,0.9968,3.11,1.28,9.3,5
-7.4,0.59,0.08,4.4,0.086,6.0,29.0,0.9974,3.38,0.5,9.0,4
-7.9,0.32,0.51,1.8,0.341,17.0,56.0,0.9969,3.04,1.08,9.2,6
-8.9,0.22,0.48,1.8,0.077,29.0,60.0,0.9968,3.39,0.53,9.4,6
-7.6,0.39,0.31,2.3,0.08199999999999999,23.0,71.0,0.9982,3.52,0.65,9.7,5
-7.9,0.43,0.21,1.6,0.106,10.0,37.0,0.9966,3.17,0.91,9.5,5
-8.5,0.49,0.11,2.3,0.084,9.0,67.0,0.9968,3.17,0.53,9.4,5
-6.9,0.4,0.14,2.4,0.085,21.0,40.0,0.9968,3.43,0.63,9.7,6
-6.3,0.39,0.16,1.4,0.08,11.0,23.0,0.9955,3.34,0.56,9.3,5
-7.6,0.41,0.24,1.8,0.08,4.0,11.0,0.9962,3.28,0.59,9.5,5
-7.9,0.43,0.21,1.6,0.106,10.0,37.0,0.9966,3.17,0.91,9.5,5
-7.1,0.71,0.0,1.9,0.08,14.0,35.0,0.9972,3.47,0.55,9.4,5
-7.8,0.645,0.0,2.0,0.08199999999999999,8.0,16.0,0.9964,3.38,0.59,9.8,6
-6.7,0.675,0.07,2.4,0.08900000000000001,17.0,82.0,0.9958,3.35,0.54,10.1,5
-6.9,0.685,0.0,2.5,0.105,22.0,37.0,0.9966,3.46,0.57,10.6,6
-8.3,0.655,0.12,2.3,0.083,15.0,113.0,0.9966,3.17,0.66,9.8,5
-6.9,0.605,0.12,10.7,0.073,40.0,83.0,0.9993,3.45,0.52,9.4,6
-5.2,0.32,0.25,1.8,0.10300000000000001,13.0,50.0,0.9957,3.38,0.55,9.2,5
-7.8,0.645,0.0,5.5,0.086,5.0,18.0,0.9986,3.4,0.55,9.6,6
-7.8,0.6,0.14,2.4,0.086,3.0,15.0,0.9975,3.42,0.6,10.8,6
-8.1,0.38,0.28,2.1,0.066,13.0,30.0,0.9968,3.23,0.73,9.7,7
-5.7,1.13,0.09,1.5,0.172,7.0,19.0,0.9940000000000001,3.5,0.48,9.8,4
-7.3,0.45,0.36,5.9,0.07400000000000001,12.0,87.0,0.9978,3.33,0.83,10.5,5
-7.3,0.45,0.36,5.9,0.07400000000000001,12.0,87.0,0.9978,3.33,0.83,10.5,5
-8.8,0.61,0.3,2.8,0.08800000000000001,17.0,46.0,0.9976,3.26,0.51,9.3,4
-7.5,0.49,0.2,2.6,0.332,8.0,14.0,0.9968,3.21,0.9,10.5,6
-8.1,0.66,0.22,2.2,0.069,9.0,23.0,0.9968,3.3,1.2,10.3,5
-6.8,0.67,0.02,1.8,0.05,5.0,11.0,0.9962,3.48,0.52,9.5,5
-4.6,0.52,0.15,2.1,0.054000000000000006,8.0,65.0,0.9934,3.9,0.56,13.1,4
-7.7,0.935,0.43,2.2,0.114,22.0,114.0,0.997,3.25,0.73,9.2,5
-8.7,0.29,0.52,1.6,0.113,12.0,37.0,0.9969,3.25,0.58,9.5,5
-6.4,0.4,0.23,1.6,0.066,5.0,12.0,0.9958,3.34,0.56,9.2,5
-5.6,0.31,0.37,1.4,0.07400000000000001,12.0,96.0,0.9954,3.32,0.58,9.2,5
-8.8,0.66,0.26,1.7,0.07400000000000001,4.0,23.0,0.9971,3.15,0.74,9.2,5
-6.6,0.52,0.04,2.2,0.069,8.0,15.0,0.9956,3.4,0.63,9.4,6
-6.6,0.5,0.04,2.1,0.068,6.0,14.0,0.9955,3.39,0.64,9.4,6
-8.6,0.38,0.36,3.0,0.081,30.0,119.0,0.997,3.2,0.56,9.4,5
-7.6,0.51,0.15,2.8,0.11,33.0,73.0,0.9955,3.17,0.63,10.2,6
-7.7,0.62,0.04,3.8,0.084,25.0,45.0,0.9978,3.34,0.53,9.5,5
-10.2,0.42,0.57,3.4,0.07,4.0,10.0,0.9971,3.04,0.63,9.6,5
-7.5,0.63,0.12,5.1,0.111,50.0,110.0,0.9983,3.26,0.77,9.4,5
-7.8,0.59,0.18,2.3,0.076,17.0,54.0,0.9975,3.43,0.59,10.0,5
-7.3,0.39,0.31,2.4,0.07400000000000001,9.0,46.0,0.9962,3.41,0.54,9.4,6
-8.8,0.4,0.4,2.2,0.079,19.0,52.0,0.998,3.44,0.64,9.2,5
-7.7,0.69,0.49,1.8,0.115,20.0,112.0,0.9968,3.21,0.71,9.3,5
-7.5,0.52,0.16,1.9,0.085,12.0,35.0,0.9968,3.38,0.62,9.5,7
-7.0,0.735,0.05,2.0,0.081,13.0,54.0,0.9966,3.39,0.57,9.8,5
-7.2,0.725,0.05,4.65,0.086,4.0,11.0,0.9962,3.41,0.39,10.9,5
-7.2,0.725,0.05,4.65,0.086,4.0,11.0,0.9962,3.41,0.39,10.9,5
-7.5,0.52,0.11,1.5,0.079,11.0,39.0,0.9968,3.42,0.58,9.6,5
-6.6,0.705,0.07,1.6,0.076,6.0,15.0,0.9962,3.44,0.58,10.7,5
-9.3,0.32,0.57,2.0,0.07400000000000001,27.0,65.0,0.9969,3.28,0.79,10.7,5
-8.0,0.705,0.05,1.9,0.07400000000000001,8.0,19.0,0.9962,3.34,0.95,10.5,6
-7.7,0.63,0.08,1.9,0.076,15.0,27.0,0.9967,3.32,0.54,9.5,6
-7.7,0.67,0.23,2.1,0.08800000000000001,17.0,96.0,0.9962,3.32,0.48,9.5,5
-7.7,0.69,0.22,1.9,0.084,18.0,94.0,0.9961,3.31,0.48,9.5,5
-8.3,0.675,0.26,2.1,0.084,11.0,43.0,0.9976,3.31,0.53,9.2,4
-9.7,0.32,0.54,2.5,0.094,28.0,83.0,0.9984,3.28,0.82,9.6,5
-8.8,0.41,0.64,2.2,0.09300000000000001,9.0,42.0,0.9986,3.54,0.66,10.5,5
-8.8,0.41,0.64,2.2,0.09300000000000001,9.0,42.0,0.9986,3.54,0.66,10.5,5
-6.8,0.785,0.0,2.4,0.10400000000000001,14.0,30.0,0.9966,3.52,0.55,10.7,6
-6.7,0.75,0.12,2.0,0.086,12.0,80.0,0.9958,3.38,0.52,10.1,5
-8.3,0.625,0.2,1.5,0.08,27.0,119.0,0.9972,3.16,1.12,9.1,4
-6.2,0.45,0.2,1.6,0.069,3.0,15.0,0.9958,3.41,0.56,9.2,5
-7.8,0.43,0.7,1.9,0.46399999999999997,22.0,67.0,0.9974,3.13,1.28,9.4,5
-7.4,0.5,0.47,2.0,0.086,21.0,73.0,0.997,3.36,0.57,9.1,5
-7.3,0.67,0.26,1.8,0.401,16.0,51.0,0.9969,3.16,1.14,9.4,5
-6.3,0.3,0.48,1.8,0.069,18.0,61.0,0.9959,3.44,0.78,10.3,6
-6.9,0.55,0.15,2.2,0.076,19.0,40.0,0.9961,3.41,0.59,10.1,5
-8.6,0.49,0.28,1.9,0.11,20.0,136.0,0.9972,2.93,1.95,9.9,6
-7.7,0.49,0.26,1.9,0.062,9.0,31.0,0.9966,3.39,0.64,9.6,5
-9.3,0.39,0.44,2.1,0.107,34.0,125.0,0.9978,3.14,1.22,9.5,5
-7.0,0.62,0.08,1.8,0.076,8.0,24.0,0.9978,3.48,0.53,9.0,5
-7.9,0.52,0.26,1.9,0.079,42.0,140.0,0.9964,3.23,0.54,9.5,5
-8.6,0.49,0.28,1.9,0.11,20.0,136.0,0.9972,2.93,1.95,9.9,6
-8.6,0.49,0.29,2.0,0.11,19.0,133.0,0.9972,2.93,1.98,9.8,5
-7.7,0.49,0.26,1.9,0.062,9.0,31.0,0.9966,3.39,0.64,9.6,5
-5.0,1.02,0.04,1.4,0.045,41.0,85.0,0.9938,3.75,0.48,10.5,4
-4.7,0.6,0.17,2.3,0.057999999999999996,17.0,106.0,0.9932,3.85,0.6,12.9,6
-6.8,0.775,0.0,3.0,0.102,8.0,23.0,0.9965,3.45,0.56,10.7,5
-7.0,0.5,0.25,2.0,0.07,3.0,22.0,0.9963,3.25,0.63,9.2,5
-7.6,0.9,0.06,2.5,0.079,5.0,10.0,0.9967,3.39,0.56,9.8,5
-8.1,0.545,0.18,1.9,0.08,13.0,35.0,0.9972,3.3,0.59,9.0,6
-8.3,0.61,0.3,2.1,0.084,11.0,50.0,0.9972,3.4,0.61,10.2,6
-7.8,0.5,0.3,1.9,0.075,8.0,22.0,0.9959,3.31,0.56,10.4,6
-8.1,0.545,0.18,1.9,0.08,13.0,35.0,0.9972,3.3,0.59,9.0,6
-8.1,0.575,0.22,2.1,0.077,12.0,65.0,0.9967,3.29,0.51,9.2,5
-7.2,0.49,0.24,2.2,0.07,5.0,36.0,0.996,3.33,0.48,9.4,5
-8.1,0.575,0.22,2.1,0.077,12.0,65.0,0.9967,3.29,0.51,9.2,5
-7.8,0.41,0.68,1.7,0.467,18.0,69.0,0.9973,3.08,1.31,9.3,5
-6.2,0.63,0.31,1.7,0.08800000000000001,15.0,64.0,0.9969,3.46,0.79,9.3,5
-8.0,0.33,0.53,2.5,0.091,18.0,80.0,0.9976,3.37,0.8,9.6,6
-8.1,0.785,0.52,2.0,0.122,37.0,153.0,0.9969,3.21,0.69,9.3,5
-7.8,0.56,0.19,1.8,0.10400000000000001,12.0,47.0,0.9964,3.19,0.93,9.5,5
-8.4,0.62,0.09,2.2,0.084,11.0,108.0,0.9964,3.15,0.66,9.8,5
-8.4,0.6,0.1,2.2,0.085,14.0,111.0,0.9964,3.15,0.66,9.8,5
-10.1,0.31,0.44,2.3,0.08,22.0,46.0,0.9988,3.32,0.67,9.7,6
-7.8,0.56,0.19,1.8,0.10400000000000001,12.0,47.0,0.9964,3.19,0.93,9.5,5
-9.4,0.4,0.31,2.2,0.09,13.0,62.0,0.9966,3.07,0.63,10.5,6
-8.3,0.54,0.28,1.9,0.077,11.0,40.0,0.9978,3.39,0.61,10.0,6
-7.8,0.56,0.12,2.0,0.08199999999999999,7.0,28.0,0.997,3.37,0.5,9.4,6
-8.8,0.55,0.04,2.2,0.11900000000000001,14.0,56.0,0.9962,3.21,0.6,10.9,6
-7.0,0.69,0.08,1.8,0.09699999999999999,22.0,89.0,0.9959,3.34,0.54,9.2,6
-7.3,1.07,0.09,1.7,0.17800000000000002,10.0,89.0,0.9962,3.3,0.57,9.0,5
-8.8,0.55,0.04,2.2,0.11900000000000001,14.0,56.0,0.9962,3.21,0.6,10.9,6
-7.3,0.695,0.0,2.5,0.075,3.0,13.0,0.998,3.49,0.52,9.2,5
-8.0,0.71,0.0,2.6,0.08,11.0,34.0,0.9976,3.44,0.53,9.5,5
-7.8,0.5,0.17,1.6,0.08199999999999999,21.0,102.0,0.996,3.39,0.48,9.5,5
-9.0,0.62,0.04,1.9,0.146,27.0,90.0,0.9984,3.16,0.7,9.4,5
-8.2,1.33,0.0,1.7,0.081,3.0,12.0,0.9964,3.53,0.49,10.9,5
-8.1,1.33,0.0,1.8,0.08199999999999999,3.0,12.0,0.9964,3.54,0.48,10.9,5
-8.0,0.59,0.16,1.8,0.065,3.0,16.0,0.9962,3.42,0.92,10.5,7
-6.1,0.38,0.15,1.8,0.07200000000000001,6.0,19.0,0.9955,3.42,0.57,9.4,5
-8.0,0.745,0.56,2.0,0.11800000000000001,30.0,134.0,0.9968,3.24,0.66,9.4,5
-5.6,0.5,0.09,2.3,0.049,17.0,99.0,0.9937,3.63,0.63,13.0,5
-5.6,0.5,0.09,2.3,0.049,17.0,99.0,0.9937,3.63,0.63,13.0,5
-6.6,0.5,0.01,1.5,0.06,17.0,26.0,0.9952,3.4,0.58,9.8,6
-7.9,1.04,0.05,2.2,0.084,13.0,29.0,0.9959,3.22,0.55,9.9,6
-8.4,0.745,0.11,1.9,0.09,16.0,63.0,0.9965,3.19,0.82,9.6,5
-8.3,0.715,0.15,1.8,0.08900000000000001,10.0,52.0,0.9968,3.23,0.77,9.5,5
-7.2,0.415,0.36,2.0,0.081,13.0,45.0,0.9972,3.48,0.64,9.2,5
-7.8,0.56,0.19,2.1,0.081,15.0,105.0,0.9962,3.33,0.54,9.5,5
-7.8,0.56,0.19,2.0,0.081,17.0,108.0,0.9962,3.32,0.54,9.5,5
-8.4,0.745,0.11,1.9,0.09,16.0,63.0,0.9965,3.19,0.82,9.6,5
-8.3,0.715,0.15,1.8,0.08900000000000001,10.0,52.0,0.9968,3.23,0.77,9.5,5
-5.2,0.34,0.0,1.8,0.05,27.0,63.0,0.9916,3.68,0.79,14.0,6
-6.3,0.39,0.08,1.7,0.066,3.0,20.0,0.9954,3.34,0.58,9.4,5
-5.2,0.34,0.0,1.8,0.05,27.0,63.0,0.9916,3.68,0.79,14.0,6
-8.1,0.67,0.55,1.8,0.11699999999999999,32.0,141.0,0.9968,3.17,0.62,9.4,5
-5.8,0.68,0.02,1.8,0.087,21.0,94.0,0.9944,3.54,0.52,10.0,5
-7.6,0.49,0.26,1.6,0.23600000000000002,10.0,88.0,0.9968,3.11,0.8,9.3,5
-6.9,0.49,0.1,2.3,0.07400000000000001,12.0,30.0,0.9959,3.42,0.58,10.2,6
-8.2,0.4,0.44,2.8,0.08900000000000001,11.0,43.0,0.9975,3.53,0.61,10.5,6
-7.3,0.33,0.47,2.1,0.077,5.0,11.0,0.9958,3.33,0.53,10.3,6
-9.2,0.52,1.0,3.4,0.61,32.0,69.0,0.9996,2.74,2.0,9.4,4
-7.5,0.6,0.03,1.8,0.095,25.0,99.0,0.995,3.35,0.54,10.1,5
-7.5,0.6,0.03,1.8,0.095,25.0,99.0,0.995,3.35,0.54,10.1,5
-7.1,0.43,0.42,5.5,0.07,29.0,129.0,0.9973,3.42,0.72,10.5,5
-7.1,0.43,0.42,5.5,0.071,28.0,128.0,0.9973,3.42,0.71,10.5,5
-7.1,0.43,0.42,5.5,0.07,29.0,129.0,0.9973,3.42,0.72,10.5,5
-7.1,0.43,0.42,5.5,0.071,28.0,128.0,0.9973,3.42,0.71,10.5,5
-7.1,0.68,0.0,2.2,0.073,12.0,22.0,0.9969,3.48,0.5,9.3,5
-6.8,0.6,0.18,1.9,0.079,18.0,86.0,0.9968,3.59,0.57,9.3,6
-7.6,0.95,0.03,2.0,0.09,7.0,20.0,0.9959,3.2,0.56,9.6,5
-7.6,0.68,0.02,1.3,0.07200000000000001,9.0,20.0,0.9965,3.17,1.08,9.2,4
-7.8,0.53,0.04,1.7,0.076,17.0,31.0,0.9964,3.33,0.56,10.0,6
-7.4,0.6,0.26,7.3,0.07,36.0,121.0,0.9982,3.37,0.49,9.4,5
-7.3,0.59,0.26,7.2,0.07,35.0,121.0,0.9981,3.37,0.49,9.4,5
-7.8,0.63,0.48,1.7,0.1,14.0,96.0,0.9961,3.19,0.62,9.5,5
-6.8,0.64,0.1,2.1,0.085,18.0,101.0,0.9956,3.34,0.52,10.2,5
-7.3,0.55,0.03,1.6,0.07200000000000001,17.0,42.0,0.9956,3.37,0.48,9.0,4
-6.8,0.63,0.07,2.1,0.08900000000000001,11.0,44.0,0.9953,3.47,0.55,10.4,6
-7.5,0.705,0.24,1.8,0.36,15.0,63.0,0.9964,3.0,1.59,9.5,5
-7.9,0.885,0.03,1.8,0.057999999999999996,4.0,8.0,0.9972,3.36,0.33,9.1,4
-8.0,0.42,0.17,2.0,0.073,6.0,18.0,0.9972,3.29,0.61,9.2,6
-8.0,0.42,0.17,2.0,0.073,6.0,18.0,0.9972,3.29,0.61,9.2,6
-7.4,0.62,0.05,1.9,0.068,24.0,42.0,0.9961,3.42,0.57,11.5,6
-7.3,0.38,0.21,2.0,0.08,7.0,35.0,0.9961,3.33,0.47,9.5,5
-6.9,0.5,0.04,1.5,0.085,19.0,49.0,0.9958,3.35,0.78,9.5,5
-7.3,0.38,0.21,2.0,0.08,7.0,35.0,0.9961,3.33,0.47,9.5,5
-7.5,0.52,0.42,2.3,0.087,8.0,38.0,0.9972,3.58,0.61,10.5,6
-7.0,0.805,0.0,2.5,0.068,7.0,20.0,0.9969,3.48,0.56,9.6,5
-8.8,0.61,0.14,2.4,0.067,10.0,42.0,0.9969,3.19,0.59,9.5,5
-8.8,0.61,0.14,2.4,0.067,10.0,42.0,0.9969,3.19,0.59,9.5,5
-8.9,0.61,0.49,2.0,0.27,23.0,110.0,0.9972,3.12,1.02,9.3,5
-7.2,0.73,0.02,2.5,0.076,16.0,42.0,0.9972,3.44,0.52,9.3,5
-6.8,0.61,0.2,1.8,0.077,11.0,65.0,0.9971,3.54,0.58,9.3,5
-6.7,0.62,0.21,1.9,0.079,8.0,62.0,0.997,3.52,0.58,9.3,6
-8.9,0.31,0.57,2.0,0.111,26.0,85.0,0.9971,3.26,0.53,9.7,5
-7.4,0.39,0.48,2.0,0.08199999999999999,14.0,67.0,0.9972,3.34,0.55,9.2,5
-7.7,0.705,0.1,2.6,0.084,9.0,26.0,0.9976,3.39,0.49,9.7,5
-7.9,0.5,0.33,2.0,0.084,15.0,143.0,0.9968,3.2,0.55,9.5,5
-7.9,0.49,0.32,1.9,0.08199999999999999,17.0,144.0,0.9968,3.2,0.55,9.5,5
-8.2,0.5,0.35,2.9,0.077,21.0,127.0,0.9976,3.23,0.62,9.4,5
-6.4,0.37,0.25,1.9,0.07400000000000001,21.0,49.0,0.9974,3.57,0.62,9.8,6
-6.8,0.63,0.12,3.8,0.099,16.0,126.0,0.9969,3.28,0.61,9.5,5
-7.6,0.55,0.21,2.2,0.071,7.0,28.0,0.9964,3.28,0.55,9.7,5
-7.6,0.55,0.21,2.2,0.071,7.0,28.0,0.9964,3.28,0.55,9.7,5
-7.8,0.59,0.33,2.0,0.07400000000000001,24.0,120.0,0.9968,3.25,0.54,9.4,5
-7.3,0.58,0.3,2.4,0.07400000000000001,15.0,55.0,0.9968,3.46,0.59,10.2,5
-11.5,0.3,0.6,2.0,0.067,12.0,27.0,0.9981,3.11,0.97,10.1,6
-5.4,0.835,0.08,1.2,0.046,13.0,93.0,0.9924,3.57,0.85,13.0,7
-6.9,1.09,0.06,2.1,0.061,12.0,31.0,0.9948,3.51,0.43,11.4,4
-9.6,0.32,0.47,1.4,0.055999999999999994,9.0,24.0,0.99695,3.22,0.82,10.3,7
-8.8,0.37,0.48,2.1,0.09699999999999999,39.0,145.0,0.9975,3.04,1.03,9.3,5
-6.8,0.5,0.11,1.5,0.075,16.0,49.0,0.99545,3.36,0.79,9.5,5
-7.0,0.42,0.35,1.6,0.08800000000000001,16.0,39.0,0.9961,3.34,0.55,9.2,5
-7.0,0.43,0.36,1.6,0.08900000000000001,14.0,37.0,0.99615,3.34,0.56,9.2,6
-12.8,0.3,0.74,2.6,0.095,9.0,28.0,0.9994,3.2,0.77,10.8,7
-12.8,0.3,0.74,2.6,0.095,9.0,28.0,0.9994,3.2,0.77,10.8,7
-7.8,0.57,0.31,1.8,0.069,26.0,120.0,0.99625,3.29,0.53,9.3,5
-7.8,0.44,0.28,2.7,0.1,18.0,95.0,0.9966,3.22,0.67,9.4,5
-11.0,0.3,0.58,2.1,0.054000000000000006,7.0,19.0,0.998,3.31,0.88,10.5,7
-9.7,0.53,0.6,2.0,0.039,5.0,19.0,0.99585,3.3,0.86,12.4,6
-8.0,0.725,0.24,2.8,0.083,10.0,62.0,0.99685,3.35,0.56,10.0,6
-11.6,0.44,0.64,2.1,0.059000000000000004,5.0,15.0,0.998,3.21,0.67,10.2,6
-8.2,0.57,0.26,2.2,0.06,28.0,65.0,0.9959,3.3,0.43,10.1,5
-7.8,0.735,0.08,2.4,0.092,10.0,41.0,0.9974,3.24,0.71,9.8,6
-7.0,0.49,0.49,5.6,0.06,26.0,121.0,0.9974,3.34,0.76,10.5,5
-8.7,0.625,0.16,2.0,0.10099999999999999,13.0,49.0,0.9962,3.14,0.57,11.0,5
-8.1,0.725,0.22,2.2,0.07200000000000001,11.0,41.0,0.9967,3.36,0.55,9.1,5
-7.5,0.49,0.19,1.9,0.076,10.0,44.0,0.9957,3.39,0.54,9.7,5
-7.8,0.53,0.33,2.4,0.08,24.0,144.0,0.99655,3.3,0.6,9.5,5
-7.8,0.34,0.37,2.0,0.08199999999999999,24.0,58.0,0.9964,3.34,0.59,9.4,6
-7.4,0.53,0.26,2.0,0.10099999999999999,16.0,72.0,0.9957,3.15,0.57,9.4,5
-6.8,0.61,0.04,1.5,0.057,5.0,10.0,0.99525,3.42,0.6,9.5,5
-8.6,0.645,0.25,2.0,0.083,8.0,28.0,0.99815,3.28,0.6,10.0,6
-8.4,0.635,0.36,2.0,0.08900000000000001,15.0,55.0,0.99745,3.31,0.57,10.4,4
-7.7,0.43,0.25,2.6,0.073,29.0,63.0,0.99615,3.37,0.58,10.5,6
-8.9,0.59,0.5,2.0,0.337,27.0,81.0,0.9964,3.04,1.61,9.5,6
-9.0,0.82,0.14,2.6,0.08900000000000001,9.0,23.0,0.9984,3.39,0.63,9.8,5
-7.7,0.43,0.25,2.6,0.073,29.0,63.0,0.99615,3.37,0.58,10.5,6
-6.9,0.52,0.25,2.6,0.081,10.0,37.0,0.99685,3.46,0.5,11.0,5
-5.2,0.48,0.04,1.6,0.054000000000000006,19.0,106.0,0.9927,3.54,0.62,12.2,7
-8.0,0.38,0.06,1.8,0.078,12.0,49.0,0.99625,3.37,0.52,9.9,6
-8.5,0.37,0.2,2.8,0.09,18.0,58.0,0.998,3.34,0.7,9.6,6
-6.9,0.52,0.25,2.6,0.081,10.0,37.0,0.99685,3.46,0.5,11.0,5
-8.2,1.0,0.09,2.3,0.065,7.0,37.0,0.99685,3.32,0.55,9.0,6
-7.2,0.63,0.0,1.9,0.09699999999999999,14.0,38.0,0.99675,3.37,0.58,9.0,6
-7.2,0.63,0.0,1.9,0.09699999999999999,14.0,38.0,0.99675,3.37,0.58,9.0,6
-7.2,0.645,0.0,1.9,0.09699999999999999,15.0,39.0,0.99675,3.37,0.58,9.2,6
-7.2,0.63,0.0,1.9,0.09699999999999999,14.0,38.0,0.99675,3.37,0.58,9.0,6
-8.2,1.0,0.09,2.3,0.065,7.0,37.0,0.99685,3.32,0.55,9.0,6
-8.9,0.635,0.37,1.7,0.263,5.0,62.0,0.9971,3.0,1.09,9.3,5
-12.0,0.38,0.56,2.1,0.09300000000000001,6.0,24.0,0.99925,3.14,0.71,10.9,6
-7.7,0.58,0.1,1.8,0.102,28.0,109.0,0.99565,3.08,0.49,9.8,6
-15.0,0.21,0.44,2.2,0.075,10.0,24.0,1.00005,3.07,0.84,9.2,7
-15.0,0.21,0.44,2.2,0.075,10.0,24.0,1.00005,3.07,0.84,9.2,7
-7.3,0.66,0.0,2.0,0.084,6.0,23.0,0.9983,3.61,0.96,9.9,6
-7.1,0.68,0.07,1.9,0.075,16.0,51.0,0.99685,3.38,0.52,9.5,5
-8.2,0.6,0.17,2.3,0.07200000000000001,11.0,73.0,0.9963,3.2,0.45,9.3,5
-7.7,0.53,0.06,1.7,0.07400000000000001,9.0,39.0,0.99615,3.35,0.48,9.8,6
-7.3,0.66,0.0,2.0,0.084,6.0,23.0,0.9983,3.61,0.96,9.9,6
-10.8,0.32,0.44,1.6,0.063,16.0,37.0,0.9985,3.22,0.78,10.0,6
-7.1,0.6,0.0,1.8,0.07400000000000001,16.0,34.0,0.9972,3.47,0.7,9.9,6
-11.1,0.35,0.48,3.1,0.09,5.0,21.0,0.9986,3.17,0.53,10.5,5
-7.7,0.775,0.42,1.9,0.092,8.0,86.0,0.9959,3.23,0.59,9.5,5
-7.1,0.6,0.0,1.8,0.07400000000000001,16.0,34.0,0.9972,3.47,0.7,9.9,6
-8.0,0.57,0.23,3.2,0.073,17.0,119.0,0.99675,3.26,0.57,9.3,5
-9.4,0.34,0.37,2.2,0.075,5.0,13.0,0.998,3.22,0.62,9.2,5
-6.6,0.695,0.0,2.1,0.075,12.0,56.0,0.9968,3.49,0.67,9.2,5
-7.7,0.41,0.76,1.8,0.611,8.0,45.0,0.9968,3.06,1.26,9.4,5
-10.0,0.31,0.47,2.6,0.085,14.0,33.0,0.99965,3.36,0.8,10.5,7
-7.9,0.33,0.23,1.7,0.077,18.0,45.0,0.99625,3.29,0.65,9.3,5
-7.0,0.975,0.04,2.0,0.087,12.0,67.0,0.99565,3.35,0.6,9.4,4
-8.0,0.52,0.03,1.7,0.07,10.0,35.0,0.99575,3.34,0.57,10.0,5
-7.9,0.37,0.23,1.8,0.077,23.0,49.0,0.9963,3.28,0.67,9.3,5
-12.5,0.56,0.49,2.4,0.064,5.0,27.0,0.9999,3.08,0.87,10.9,5
-11.8,0.26,0.52,1.8,0.071,6.0,10.0,0.9968,3.2,0.72,10.2,7
-8.1,0.87,0.0,3.3,0.096,26.0,61.0,1.00025,3.6,0.72,9.8,4
-7.9,0.35,0.46,3.6,0.078,15.0,37.0,0.9973,3.35,0.86,12.8,8
-6.9,0.54,0.04,3.0,0.077,7.0,27.0,0.9987,3.69,0.91,9.4,6
-11.5,0.18,0.51,4.0,0.10400000000000001,4.0,23.0,0.9996,3.28,0.97,10.1,6
-7.9,0.545,0.06,4.0,0.087,27.0,61.0,0.9965,3.36,0.67,10.7,6
-11.5,0.18,0.51,4.0,0.10400000000000001,4.0,23.0,0.9996,3.28,0.97,10.1,6
-10.9,0.37,0.58,4.0,0.071,17.0,65.0,0.99935,3.22,0.78,10.1,5
-8.4,0.715,0.2,2.4,0.076,10.0,38.0,0.99735,3.31,0.64,9.4,5
-7.5,0.65,0.18,7.0,0.08800000000000001,27.0,94.0,0.99915,3.38,0.77,9.4,5
-7.9,0.545,0.06,4.0,0.087,27.0,61.0,0.9965,3.36,0.67,10.7,6
-6.9,0.54,0.04,3.0,0.077,7.0,27.0,0.9987,3.69,0.91,9.4,6
-11.5,0.18,0.51,4.0,0.10400000000000001,4.0,23.0,0.9996,3.28,0.97,10.1,6
-10.3,0.32,0.45,6.4,0.073,5.0,13.0,0.9976,3.23,0.82,12.6,8
-8.9,0.4,0.32,5.6,0.087,10.0,47.0,0.9991,3.38,0.77,10.5,7
-11.4,0.26,0.44,3.6,0.071,6.0,19.0,0.9986,3.12,0.82,9.3,6
-7.7,0.27,0.68,3.5,0.358,5.0,10.0,0.9972,3.25,1.08,9.9,7
-7.6,0.52,0.12,3.0,0.067,12.0,53.0,0.9971,3.36,0.57,9.1,5
-8.9,0.4,0.32,5.6,0.087,10.0,47.0,0.9991,3.38,0.77,10.5,7
-9.9,0.59,0.07,3.4,0.102,32.0,71.0,1.00015,3.31,0.71,9.8,5
-9.9,0.59,0.07,3.4,0.102,32.0,71.0,1.00015,3.31,0.71,9.8,5
-12.0,0.45,0.55,2.0,0.073,25.0,49.0,0.9997,3.1,0.76,10.3,6
-7.5,0.4,0.12,3.0,0.092,29.0,53.0,0.9967,3.37,0.7,10.3,6
-8.7,0.52,0.09,2.5,0.091,20.0,49.0,0.9976,3.34,0.86,10.6,7
-11.6,0.42,0.53,3.3,0.105,33.0,98.0,1.001,3.2,0.95,9.2,5
-8.7,0.52,0.09,2.5,0.091,20.0,49.0,0.9976,3.34,0.86,10.6,7
-11.0,0.2,0.48,2.0,0.34299999999999997,6.0,18.0,0.9979,3.3,0.71,10.5,5
-10.4,0.55,0.23,2.7,0.091,18.0,48.0,0.9994,3.22,0.64,10.3,6
-6.9,0.36,0.25,2.4,0.098,5.0,16.0,0.9964,3.41,0.6,10.1,6
-13.3,0.34,0.52,3.2,0.094,17.0,53.0,1.0014,3.05,0.81,9.5,6
-10.8,0.5,0.46,2.5,0.073,5.0,27.0,1.0001,3.05,0.64,9.5,5
-10.6,0.83,0.37,2.6,0.086,26.0,70.0,0.9981,3.16,0.52,9.9,5
-7.1,0.63,0.06,2.0,0.083,8.0,29.0,0.99855,3.67,0.73,9.6,5
-7.2,0.65,0.02,2.3,0.094,5.0,31.0,0.9993,3.67,0.8,9.7,5
-6.9,0.67,0.06,2.1,0.08,8.0,33.0,0.99845,3.68,0.71,9.6,5
-7.5,0.53,0.06,2.6,0.086,20.0,44.0,0.9965,3.38,0.59,10.7,6
-11.1,0.18,0.48,1.5,0.068,7.0,15.0,0.9973,3.22,0.64,10.1,6
-8.3,0.705,0.12,2.6,0.092,12.0,28.0,0.9994,3.51,0.72,10.0,5
-7.4,0.67,0.12,1.6,0.18600000000000003,5.0,21.0,0.996,3.39,0.54,9.5,5
-8.4,0.65,0.6,2.1,0.11199999999999999,12.0,90.0,0.9973,3.2,0.52,9.2,5
-10.3,0.53,0.48,2.5,0.063,6.0,25.0,0.9998,3.12,0.59,9.3,6
-7.6,0.62,0.32,2.2,0.08199999999999999,7.0,54.0,0.9966,3.36,0.52,9.4,5
-10.3,0.41,0.42,2.4,0.213,6.0,14.0,0.9994,3.19,0.62,9.5,6
-10.3,0.43,0.44,2.4,0.214,5.0,12.0,0.9994,3.19,0.63,9.5,6
-7.4,0.29,0.38,1.7,0.062,9.0,30.0,0.9968,3.41,0.53,9.5,6
-10.3,0.53,0.48,2.5,0.063,6.0,25.0,0.9998,3.12,0.59,9.3,6
-7.9,0.53,0.24,2.0,0.07200000000000001,15.0,105.0,0.996,3.27,0.54,9.4,6
-9.0,0.46,0.31,2.8,0.09300000000000001,19.0,98.0,0.99815,3.32,0.63,9.5,6
-8.6,0.47,0.3,3.0,0.076,30.0,135.0,0.9976,3.3,0.53,9.4,5
-7.4,0.36,0.29,2.6,0.087,26.0,72.0,0.99645,3.39,0.68,11.0,5
-7.1,0.35,0.29,2.5,0.096,20.0,53.0,0.9962,3.42,0.65,11.0,6
-9.6,0.56,0.23,3.4,0.102,37.0,92.0,0.9996,3.3,0.65,10.1,5
-9.6,0.77,0.12,2.9,0.08199999999999999,30.0,74.0,0.99865,3.3,0.64,10.4,6
-9.8,0.66,0.39,3.2,0.083,21.0,59.0,0.9989,3.37,0.71,11.5,7
-9.6,0.77,0.12,2.9,0.08199999999999999,30.0,74.0,0.99865,3.3,0.64,10.4,6
-9.8,0.66,0.39,3.2,0.083,21.0,59.0,0.9989,3.37,0.71,11.5,7
-9.3,0.61,0.26,3.4,0.09,25.0,87.0,0.99975,3.24,0.62,9.7,5
-7.8,0.62,0.05,2.3,0.079,6.0,18.0,0.99735,3.29,0.63,9.3,5
-10.3,0.59,0.42,2.8,0.09,35.0,73.0,0.9990000000000001,3.28,0.7,9.5,6
-10.0,0.49,0.2,11.0,0.071,13.0,50.0,1.0015,3.16,0.69,9.2,6
-10.0,0.49,0.2,11.0,0.071,13.0,50.0,1.0015,3.16,0.69,9.2,6
-11.6,0.53,0.66,3.65,0.121,6.0,14.0,0.9978,3.05,0.74,11.5,7
-10.3,0.44,0.5,4.5,0.107,5.0,13.0,0.998,3.28,0.83,11.5,5
-13.4,0.27,0.62,2.6,0.08199999999999999,6.0,21.0,1.0002,3.16,0.67,9.7,6
-10.7,0.46,0.39,2.0,0.061,7.0,15.0,0.9981,3.18,0.62,9.5,5
-10.2,0.36,0.64,2.9,0.122,10.0,41.0,0.998,3.23,0.66,12.5,6
-10.2,0.36,0.64,2.9,0.122,10.0,41.0,0.998,3.23,0.66,12.5,6
-8.0,0.58,0.28,3.2,0.066,21.0,114.0,0.9973,3.22,0.54,9.4,6
-8.4,0.56,0.08,2.1,0.105,16.0,44.0,0.9958,3.13,0.52,11.0,5
-7.9,0.65,0.01,2.5,0.078,17.0,38.0,0.9963,3.34,0.74,11.7,7
-11.9,0.695,0.53,3.4,0.128,7.0,21.0,0.9992,3.17,0.84,12.2,7
-8.9,0.43,0.45,1.9,0.052000000000000005,6.0,16.0,0.9948,3.35,0.7,12.5,6
-7.8,0.43,0.32,2.8,0.08,29.0,58.0,0.9974,3.31,0.64,10.3,5
-12.4,0.49,0.58,3.0,0.10300000000000001,28.0,99.0,1.0008,3.16,1.0,11.5,6
-12.5,0.28,0.54,2.3,0.08199999999999999,12.0,29.0,0.9997,3.11,1.36,9.8,7
-12.2,0.34,0.5,2.4,0.066,10.0,21.0,1.0,3.12,1.18,9.2,6
-10.6,0.42,0.48,2.7,0.065,5.0,18.0,0.9972,3.21,0.87,11.3,6
-10.9,0.39,0.47,1.8,0.11800000000000001,6.0,14.0,0.9982,3.3,0.75,9.8,6
-10.9,0.39,0.47,1.8,0.11800000000000001,6.0,14.0,0.9982,3.3,0.75,9.8,6
-11.9,0.57,0.5,2.6,0.08199999999999999,6.0,32.0,1.0006,3.12,0.78,10.7,6
-7.0,0.685,0.0,1.9,0.067,40.0,63.0,0.9979,3.6,0.81,9.9,5
-6.6,0.815,0.02,2.7,0.07200000000000001,17.0,34.0,0.9955,3.58,0.89,12.3,7
-13.8,0.49,0.67,3.0,0.09300000000000001,6.0,15.0,0.9986,3.02,0.93,12.0,6
-9.6,0.56,0.31,2.8,0.08900000000000001,15.0,46.0,0.9979,3.11,0.92,10.0,6
-9.1,0.785,0.0,2.6,0.09300000000000001,11.0,28.0,0.9994,3.36,0.86,9.4,6
-10.7,0.67,0.22,2.7,0.107,17.0,34.0,1.0004,3.28,0.98,9.9,6
-9.1,0.795,0.0,2.6,0.096,11.0,26.0,0.9994,3.35,0.83,9.4,6
-7.7,0.665,0.0,2.4,0.09,8.0,19.0,0.9974,3.27,0.73,9.3,5
-13.5,0.53,0.79,4.8,0.12,23.0,77.0,1.0018,3.18,0.77,13.0,5
-6.1,0.21,0.4,1.4,0.066,40.5,165.0,0.9912,3.25,0.59,11.9,6
-6.7,0.75,0.01,2.4,0.078,17.0,32.0,0.9955,3.55,0.61,12.8,6
-11.5,0.41,0.52,3.0,0.08,29.0,55.0,1.0001,3.26,0.88,11.0,5
-10.5,0.42,0.66,2.95,0.11599999999999999,12.0,29.0,0.997,3.24,0.75,11.7,7
-11.9,0.43,0.66,3.1,0.109,10.0,23.0,1.0,3.15,0.85,10.4,7
-12.6,0.38,0.66,2.6,0.08800000000000001,10.0,41.0,1.001,3.17,0.68,9.8,6
-8.2,0.7,0.23,2.0,0.099,14.0,81.0,0.9973,3.19,0.7,9.4,5
-8.6,0.45,0.31,2.6,0.086,21.0,50.0,0.9982,3.37,0.91,9.9,6
-11.9,0.58,0.66,2.5,0.07200000000000001,6.0,37.0,0.9992,3.05,0.56,10.0,5
-12.5,0.46,0.63,2.0,0.071,6.0,15.0,0.9988,2.99,0.87,10.2,5
-12.8,0.615,0.66,5.8,0.083,7.0,42.0,1.0022,3.07,0.73,10.0,7
-10.0,0.42,0.5,3.4,0.107,7.0,21.0,0.9979,3.26,0.93,11.8,6
-12.8,0.615,0.66,5.8,0.083,7.0,42.0,1.0022,3.07,0.73,10.0,7
-10.4,0.575,0.61,2.6,0.076,11.0,24.0,1.0,3.16,0.69,9.0,5
-10.3,0.34,0.52,2.8,0.159,15.0,75.0,0.9998,3.18,0.64,9.4,5
-9.4,0.27,0.53,2.4,0.07400000000000001,6.0,18.0,0.9962,3.2,1.13,12.0,7
-6.9,0.765,0.02,2.3,0.063,35.0,63.0,0.9975,3.57,0.78,9.9,5
-7.9,0.24,0.4,1.6,0.055999999999999994,11.0,25.0,0.9967,3.32,0.87,8.7,6
-9.1,0.28,0.48,1.8,0.067,26.0,46.0,0.9967,3.32,1.04,10.6,6
-7.4,0.55,0.22,2.2,0.106,12.0,72.0,0.9959,3.05,0.63,9.2,5
-14.0,0.41,0.63,3.8,0.08900000000000001,6.0,47.0,1.0014,3.01,0.81,10.8,6
-11.5,0.54,0.71,4.4,0.124,6.0,15.0,0.9984,3.01,0.83,11.8,7
-11.5,0.45,0.5,3.0,0.078,19.0,47.0,1.0003,3.26,1.11,11.0,6
-9.4,0.27,0.53,2.4,0.07400000000000001,6.0,18.0,0.9962,3.2,1.13,12.0,7
-11.4,0.625,0.66,6.2,0.08800000000000001,6.0,24.0,0.9988,3.11,0.99,13.3,6
-8.3,0.42,0.38,2.5,0.094,24.0,60.0,0.9979,3.31,0.7,10.8,6
-8.3,0.26,0.42,2.0,0.08,11.0,27.0,0.9974,3.21,0.8,9.4,6
-13.7,0.415,0.68,2.9,0.085,17.0,43.0,1.0014,3.06,0.8,10.0,6
-8.3,0.26,0.42,2.0,0.08,11.0,27.0,0.9974,3.21,0.8,9.4,6
-8.3,0.26,0.42,2.0,0.08,11.0,27.0,0.9974,3.21,0.8,9.4,6
-7.7,0.51,0.28,2.1,0.087,23.0,54.0,0.998,3.42,0.74,9.2,5
-7.4,0.63,0.07,2.4,0.09,11.0,37.0,0.9979,3.43,0.76,9.7,6
-7.8,0.54,0.26,2.0,0.08800000000000001,23.0,48.0,0.9981,3.41,0.74,9.2,6
-8.3,0.66,0.15,1.9,0.079,17.0,42.0,0.9972,3.31,0.54,9.6,6
-7.8,0.46,0.26,1.9,0.08800000000000001,23.0,53.0,0.9981,3.43,0.74,9.2,6
-9.6,0.38,0.31,2.5,0.096,16.0,49.0,0.9982,3.19,0.7,10.0,7
-5.6,0.85,0.05,1.4,0.045,12.0,88.0,0.9924,3.56,0.82,12.9,8
-13.7,0.415,0.68,2.9,0.085,17.0,43.0,1.0014,3.06,0.8,10.0,6
-9.5,0.37,0.52,2.0,0.08199999999999999,6.0,26.0,0.998,3.18,0.51,9.5,5
-8.4,0.665,0.61,2.0,0.11199999999999999,13.0,95.0,0.997,3.16,0.54,9.1,5
-12.7,0.6,0.65,2.3,0.063,6.0,25.0,0.9997,3.03,0.57,9.9,5
-12.0,0.37,0.76,4.2,0.066,7.0,38.0,1.0004,3.22,0.6,13.0,7
-6.6,0.735,0.02,7.9,0.122,68.0,124.0,0.9994,3.47,0.53,9.9,5
-11.5,0.59,0.59,2.6,0.087,13.0,49.0,0.9988,3.18,0.65,11.0,6
-11.5,0.59,0.59,2.6,0.087,13.0,49.0,0.9988,3.18,0.65,11.0,6
-8.7,0.765,0.22,2.3,0.064,9.0,42.0,0.9963,3.1,0.55,9.4,5
-6.6,0.735,0.02,7.9,0.122,68.0,124.0,0.9994,3.47,0.53,9.9,5
-7.7,0.26,0.3,1.7,0.059000000000000004,20.0,38.0,0.9949,3.29,0.47,10.8,6
-12.2,0.48,0.54,2.6,0.085,19.0,64.0,1.0,3.1,0.61,10.5,6
-11.4,0.6,0.49,2.7,0.085,10.0,41.0,0.9994,3.15,0.63,10.5,6
-7.7,0.69,0.05,2.7,0.075,15.0,27.0,0.9974,3.26,0.61,9.1,5
-8.7,0.31,0.46,1.4,0.059000000000000004,11.0,25.0,0.9966,3.36,0.76,10.1,6
-9.8,0.44,0.47,2.5,0.063,9.0,28.0,0.9981,3.24,0.65,10.8,6
-12.0,0.39,0.66,3.0,0.09300000000000001,12.0,30.0,0.9996,3.18,0.63,10.8,7
-10.4,0.34,0.58,3.7,0.174,6.0,16.0,0.997,3.19,0.7,11.3,6
-12.5,0.46,0.49,4.5,0.07,26.0,49.0,0.9981,3.05,0.57,9.6,4
-9.0,0.43,0.34,2.5,0.08,26.0,86.0,0.9987,3.38,0.62,9.5,6
-9.1,0.45,0.35,2.4,0.08,23.0,78.0,0.9987,3.38,0.62,9.5,5
-7.1,0.735,0.16,1.9,0.1,15.0,77.0,0.9966,3.27,0.64,9.3,5
-9.9,0.4,0.53,6.7,0.09699999999999999,6.0,19.0,0.9986,3.27,0.82,11.7,7
-8.8,0.52,0.34,2.7,0.087,24.0,122.0,0.9982,3.26,0.61,9.5,5
-8.6,0.725,0.24,6.6,0.11699999999999999,31.0,134.0,1.0014,3.32,1.07,9.3,5
-10.6,0.48,0.64,2.2,0.111,6.0,20.0,0.997,3.26,0.66,11.7,6
-7.0,0.58,0.12,1.9,0.091,34.0,124.0,0.9956,3.44,0.48,10.5,5
-11.9,0.38,0.51,2.0,0.121,7.0,20.0,0.9996,3.24,0.76,10.4,6
-6.8,0.77,0.0,1.8,0.066,34.0,52.0,0.9976,3.62,0.68,9.9,5
-9.5,0.56,0.33,2.4,0.08900000000000001,35.0,67.0,0.9972,3.28,0.73,11.8,7
-6.6,0.84,0.03,2.3,0.059000000000000004,32.0,48.0,0.9952,3.52,0.56,12.3,7
-7.7,0.96,0.2,2.0,0.047,15.0,60.0,0.9955,3.36,0.44,10.9,5
-10.5,0.24,0.47,2.1,0.066,6.0,24.0,0.9978,3.15,0.9,11.0,7
-7.7,0.96,0.2,2.0,0.047,15.0,60.0,0.9955,3.36,0.44,10.9,5
-6.6,0.84,0.03,2.3,0.059000000000000004,32.0,48.0,0.9952,3.52,0.56,12.3,7
-6.4,0.67,0.08,2.1,0.045,19.0,48.0,0.9949,3.49,0.49,11.4,6
-9.5,0.78,0.22,1.9,0.077,6.0,32.0,0.9988,3.26,0.56,10.6,6
-9.1,0.52,0.33,1.3,0.07,9.0,30.0,0.9978,3.24,0.6,9.3,5
-12.8,0.84,0.63,2.4,0.08800000000000001,13.0,35.0,0.9997,3.1,0.6,10.4,6
-10.5,0.24,0.47,2.1,0.066,6.0,24.0,0.9978,3.15,0.9,11.0,7
-7.8,0.55,0.35,2.2,0.07400000000000001,21.0,66.0,0.9974,3.25,0.56,9.2,5
-11.9,0.37,0.69,2.3,0.078,12.0,24.0,0.9958,3.0,0.65,12.8,6
-12.3,0.39,0.63,2.3,0.091,6.0,18.0,1.0004,3.16,0.49,9.5,5
-10.4,0.41,0.55,3.2,0.076,22.0,54.0,0.9996,3.15,0.89,9.9,6
-12.3,0.39,0.63,2.3,0.091,6.0,18.0,1.0004,3.16,0.49,9.5,5
-8.0,0.67,0.3,2.0,0.06,38.0,62.0,0.9958,3.26,0.56,10.2,6
-11.1,0.45,0.73,3.2,0.066,6.0,22.0,0.9986,3.17,0.66,11.2,6
-10.4,0.41,0.55,3.2,0.076,22.0,54.0,0.9996,3.15,0.89,9.9,6
-7.0,0.62,0.18,1.5,0.062,7.0,50.0,0.9951,3.08,0.6,9.3,5
-12.6,0.31,0.72,2.2,0.07200000000000001,6.0,29.0,0.9987,2.88,0.82,9.8,8
-11.9,0.4,0.65,2.15,0.068,7.0,27.0,0.9988,3.06,0.68,11.3,6
-15.6,0.685,0.76,3.7,0.1,6.0,43.0,1.0032,2.95,0.68,11.2,7
-10.0,0.44,0.49,2.7,0.077,11.0,19.0,0.9963,3.23,0.63,11.6,7
-5.3,0.57,0.01,1.7,0.054000000000000006,5.0,27.0,0.9934,3.57,0.84,12.5,7
-9.5,0.735,0.1,2.1,0.079,6.0,31.0,0.9986,3.23,0.56,10.1,6
-12.5,0.38,0.6,2.6,0.081,31.0,72.0,0.9996,3.1,0.73,10.5,5
-9.3,0.48,0.29,2.1,0.127,6.0,16.0,0.9968,3.22,0.72,11.2,5
-8.6,0.53,0.22,2.0,0.1,7.0,27.0,0.9967,3.2,0.56,10.2,6
-11.9,0.39,0.69,2.8,0.095,17.0,35.0,0.9994,3.1,0.61,10.8,6
-11.9,0.39,0.69,2.8,0.095,17.0,35.0,0.9994,3.1,0.61,10.8,6
-8.4,0.37,0.53,1.8,0.413,9.0,26.0,0.9979,3.06,1.06,9.1,6
-6.8,0.56,0.03,1.7,0.084,18.0,35.0,0.9968,3.44,0.63,10.0,6
-10.4,0.33,0.63,2.8,0.084,5.0,22.0,0.9998,3.26,0.74,11.2,7
-7.0,0.23,0.4,1.6,0.063,21.0,67.0,0.9952,3.5,0.63,11.1,5
-11.3,0.62,0.67,5.2,0.086,6.0,19.0,0.9988,3.22,0.69,13.4,8
-8.9,0.59,0.39,2.3,0.095,5.0,22.0,0.9986,3.37,0.58,10.3,5
-9.2,0.63,0.21,2.7,0.09699999999999999,29.0,65.0,0.9988,3.28,0.58,9.6,5
-10.4,0.33,0.63,2.8,0.084,5.0,22.0,0.9998,3.26,0.74,11.2,7
-11.6,0.58,0.66,2.2,0.07400000000000001,10.0,47.0,1.0008,3.25,0.57,9.0,3
-9.2,0.43,0.52,2.3,0.083,14.0,23.0,0.9976,3.35,0.61,11.3,6
-8.3,0.615,0.22,2.6,0.087,6.0,19.0,0.9982,3.26,0.61,9.3,5
-11.0,0.26,0.68,2.55,0.085,10.0,25.0,0.997,3.18,0.61,11.8,5
-8.1,0.66,0.7,2.2,0.098,25.0,129.0,0.9972,3.08,0.53,9.0,5
-11.5,0.315,0.54,2.1,0.084,5.0,15.0,0.9987,2.98,0.7,9.2,6
-10.0,0.29,0.4,2.9,0.098,10.0,26.0,1.0006,3.48,0.91,9.7,5
-10.3,0.5,0.42,2.0,0.069,21.0,51.0,0.9982,3.16,0.72,11.5,6
-8.8,0.46,0.45,2.6,0.065,7.0,18.0,0.9947,3.32,0.79,14.0,6
-11.4,0.36,0.69,2.1,0.09,6.0,21.0,1.0,3.17,0.62,9.2,6
-8.7,0.82,0.02,1.2,0.07,36.0,48.0,0.9952,3.2,0.58,9.8,5
-13.0,0.32,0.65,2.6,0.09300000000000001,15.0,47.0,0.9996,3.05,0.61,10.6,5
-9.6,0.54,0.42,2.4,0.081,25.0,52.0,0.997,3.2,0.71,11.4,6
-12.5,0.37,0.55,2.6,0.083,25.0,68.0,0.9995,3.15,0.82,10.4,6
-9.9,0.35,0.55,2.1,0.062,5.0,14.0,0.9971,3.26,0.79,10.6,5
-10.5,0.28,0.51,1.7,0.08,10.0,24.0,0.9982,3.2,0.89,9.4,6
-9.6,0.68,0.24,2.2,0.087,5.0,28.0,0.9988,3.14,0.6,10.2,5
-9.3,0.27,0.41,2.0,0.091,6.0,16.0,0.998,3.28,0.7,9.7,5
-10.4,0.24,0.49,1.8,0.075,6.0,20.0,0.9977,3.18,1.06,11.0,6
-9.6,0.68,0.24,2.2,0.087,5.0,28.0,0.9988,3.14,0.6,10.2,5
-9.4,0.685,0.11,2.7,0.077,6.0,31.0,0.9984,3.19,0.7,10.1,6
-10.6,0.28,0.39,15.5,0.069,6.0,23.0,1.0026,3.12,0.66,9.2,5
-9.4,0.3,0.56,2.8,0.08,6.0,17.0,0.9964,3.15,0.92,11.7,8
-10.6,0.36,0.59,2.2,0.152,6.0,18.0,0.9986,3.04,1.05,9.4,5
-10.6,0.36,0.6,2.2,0.152,7.0,18.0,0.9986,3.04,1.06,9.4,5
-10.6,0.44,0.68,4.1,0.114,6.0,24.0,0.997,3.06,0.66,13.4,6
-10.2,0.67,0.39,1.9,0.054000000000000006,6.0,17.0,0.9976,3.17,0.47,10.0,5
-10.2,0.67,0.39,1.9,0.054000000000000006,6.0,17.0,0.9976,3.17,0.47,10.0,5
-10.2,0.645,0.36,1.8,0.053,5.0,14.0,0.9982,3.17,0.42,10.0,6
-11.6,0.32,0.55,2.8,0.081,35.0,67.0,1.0002,3.32,0.92,10.8,7
-9.3,0.39,0.4,2.6,0.073,10.0,26.0,0.9984,3.34,0.75,10.2,6
-9.3,0.775,0.27,2.8,0.078,24.0,56.0,0.9984,3.31,0.67,10.6,6
-9.2,0.41,0.5,2.5,0.055,12.0,25.0,0.9952,3.34,0.79,13.3,7
-8.9,0.4,0.51,2.6,0.052000000000000005,13.0,27.0,0.995,3.32,0.9,13.4,7
-8.7,0.69,0.31,3.0,0.086,23.0,81.0,1.0002,3.48,0.74,11.6,6
-6.5,0.39,0.23,8.3,0.051,28.0,91.0,0.9952,3.44,0.55,12.1,6
-10.7,0.35,0.53,2.6,0.07,5.0,16.0,0.9972,3.15,0.65,11.0,8
-7.8,0.52,0.25,1.9,0.081,14.0,38.0,0.9984,3.43,0.65,9.0,6
-7.2,0.34,0.32,2.5,0.09,43.0,113.0,0.9966,3.32,0.79,11.1,5
-10.7,0.35,0.53,2.6,0.07,5.0,16.0,0.9972,3.15,0.65,11.0,8
-8.7,0.69,0.31,3.0,0.086,23.0,81.0,1.0002,3.48,0.74,11.6,6
-7.8,0.52,0.25,1.9,0.081,14.0,38.0,0.9984,3.43,0.65,9.0,6
-10.4,0.44,0.73,6.55,0.07400000000000001,38.0,76.0,0.9990000000000001,3.17,0.85,12.0,7
-10.4,0.44,0.73,6.55,0.07400000000000001,38.0,76.0,0.9990000000000001,3.17,0.85,12.0,7
-10.5,0.26,0.47,1.9,0.078,6.0,24.0,0.9976,3.18,1.04,10.9,7
-10.5,0.24,0.42,1.8,0.077,6.0,22.0,0.9976,3.21,1.05,10.8,7
-10.2,0.49,0.63,2.9,0.07200000000000001,10.0,26.0,0.9968,3.16,0.78,12.5,7
-10.4,0.24,0.46,1.8,0.075,6.0,21.0,0.9976,3.25,1.02,10.8,7
-11.2,0.67,0.55,2.3,0.084,6.0,13.0,1.0,3.17,0.71,9.5,6
-10.0,0.59,0.31,2.2,0.09,26.0,62.0,0.9994,3.18,0.63,10.2,6
-13.3,0.29,0.75,2.8,0.084,23.0,43.0,0.9986,3.04,0.68,11.4,7
-12.4,0.42,0.49,4.6,0.073,19.0,43.0,0.9978,3.02,0.61,9.5,5
-10.0,0.59,0.31,2.2,0.09,26.0,62.0,0.9994,3.18,0.63,10.2,6
-10.7,0.4,0.48,2.1,0.125,15.0,49.0,0.998,3.03,0.81,9.7,6
-10.5,0.51,0.64,2.4,0.107,6.0,15.0,0.9973,3.09,0.66,11.8,7
-10.5,0.51,0.64,2.4,0.107,6.0,15.0,0.9973,3.09,0.66,11.8,7
-8.5,0.655,0.49,6.1,0.122,34.0,151.0,1.001,3.31,1.14,9.3,5
-12.5,0.6,0.49,4.3,0.1,5.0,14.0,1.001,3.25,0.74,11.9,6
-10.4,0.61,0.49,2.1,0.2,5.0,16.0,0.9994,3.16,0.63,8.4,3
-10.9,0.21,0.49,2.8,0.08800000000000001,11.0,32.0,0.9972,3.22,0.68,11.7,6
-7.3,0.365,0.49,2.5,0.08800000000000001,39.0,106.0,0.9966,3.36,0.78,11.0,5
-9.8,0.25,0.49,2.7,0.08800000000000001,15.0,33.0,0.9982,3.42,0.9,10.0,6
-7.6,0.41,0.49,2.0,0.08800000000000001,16.0,43.0,0.998,3.48,0.64,9.1,5
-8.2,0.39,0.49,2.3,0.099,47.0,133.0,0.9979,3.38,0.99,9.8,5
-9.3,0.4,0.49,2.5,0.085,38.0,142.0,0.9978,3.22,0.55,9.4,5
-9.2,0.43,0.49,2.4,0.086,23.0,116.0,0.9976,3.23,0.64,9.5,5
-10.4,0.64,0.24,2.8,0.105,29.0,53.0,0.9998,3.24,0.67,9.9,5
-7.3,0.365,0.49,2.5,0.08800000000000001,39.0,106.0,0.9966,3.36,0.78,11.0,5
-7.0,0.38,0.49,2.5,0.09699999999999999,33.0,85.0,0.9962,3.39,0.77,11.4,6
-8.2,0.42,0.49,2.6,0.084,32.0,55.0,0.9988,3.34,0.75,8.7,6
-9.9,0.63,0.24,2.4,0.077,6.0,33.0,0.9974,3.09,0.57,9.4,5
-9.1,0.22,0.24,2.1,0.078,1.0,28.0,0.9990000000000001,3.41,0.87,10.3,6
-11.9,0.38,0.49,2.7,0.098,12.0,42.0,1.0004,3.16,0.61,10.3,5
-11.9,0.38,0.49,2.7,0.098,12.0,42.0,1.0004,3.16,0.61,10.3,5
-10.3,0.27,0.24,2.1,0.07200000000000001,15.0,33.0,0.9956,3.22,0.66,12.8,6
-10.0,0.48,0.24,2.7,0.102,13.0,32.0,1.0,3.28,0.56,10.0,6
-9.1,0.22,0.24,2.1,0.078,1.0,28.0,0.9990000000000001,3.41,0.87,10.3,6
-9.9,0.63,0.24,2.4,0.077,6.0,33.0,0.9974,3.09,0.57,9.4,5
-8.1,0.825,0.24,2.1,0.084,5.0,13.0,0.9972,3.37,0.77,10.7,6
-12.9,0.35,0.49,5.8,0.066,5.0,35.0,1.0014,3.2,0.66,12.0,7
-11.2,0.5,0.74,5.15,0.1,5.0,17.0,0.9996,3.22,0.62,11.2,5
-9.2,0.59,0.24,3.3,0.10099999999999999,20.0,47.0,0.9988,3.26,0.67,9.6,5
-9.5,0.46,0.49,6.3,0.064,5.0,17.0,0.9988,3.21,0.73,11.0,6
-9.3,0.715,0.24,2.1,0.07,5.0,20.0,0.9966,3.12,0.59,9.9,5
-11.2,0.66,0.24,2.5,0.085,16.0,53.0,0.9993,3.06,0.72,11.0,6
-14.3,0.31,0.74,1.8,0.075,6.0,15.0,1.0008,2.86,0.79,8.4,6
-9.1,0.47,0.49,2.6,0.094,38.0,106.0,0.9982,3.08,0.59,9.1,5
-7.5,0.55,0.24,2.0,0.078,10.0,28.0,0.9983,3.45,0.78,9.5,6
-10.6,0.31,0.49,2.5,0.067,6.0,21.0,0.9987,3.26,0.86,10.7,6
-12.4,0.35,0.49,2.6,0.079,27.0,69.0,0.9994,3.12,0.75,10.4,6
-9.0,0.53,0.49,1.9,0.171,6.0,25.0,0.9975,3.27,0.61,9.4,6
-6.8,0.51,0.01,2.1,0.07400000000000001,9.0,25.0,0.9958,3.33,0.56,9.5,6
-9.4,0.43,0.24,2.8,0.092,14.0,45.0,0.998,3.19,0.73,10.0,6
-9.5,0.46,0.24,2.7,0.092,14.0,44.0,0.998,3.12,0.74,10.0,6
-5.0,1.04,0.24,1.6,0.05,32.0,96.0,0.9934,3.74,0.62,11.5,5
-15.5,0.645,0.49,4.2,0.095,10.0,23.0,1.00315,2.92,0.74,11.1,5
-15.5,0.645,0.49,4.2,0.095,10.0,23.0,1.00315,2.92,0.74,11.1,5
-10.9,0.53,0.49,4.6,0.11800000000000001,10.0,17.0,1.0002,3.07,0.56,11.7,6
-15.6,0.645,0.49,4.2,0.095,10.0,23.0,1.00315,2.92,0.74,11.1,5
-10.9,0.53,0.49,4.6,0.11800000000000001,10.0,17.0,1.0002,3.07,0.56,11.7,6
-13.0,0.47,0.49,4.3,0.085,6.0,47.0,1.0021,3.3,0.68,12.7,6
-12.7,0.6,0.49,2.8,0.075,5.0,19.0,0.9994,3.14,0.57,11.4,5
-9.0,0.44,0.49,2.4,0.078,26.0,121.0,0.9978,3.23,0.58,9.2,5
-9.0,0.54,0.49,2.9,0.094,41.0,110.0,0.9982,3.08,0.61,9.2,5
-7.6,0.29,0.49,2.7,0.092,25.0,60.0,0.9971,3.31,0.61,10.1,6
-13.0,0.47,0.49,4.3,0.085,6.0,47.0,1.0021,3.3,0.68,12.7,6
-12.7,0.6,0.49,2.8,0.075,5.0,19.0,0.9994,3.14,0.57,11.4,5
-8.7,0.7,0.24,2.5,0.226,5.0,15.0,0.9991,3.32,0.6,9.0,6
-8.7,0.7,0.24,2.5,0.226,5.0,15.0,0.9991,3.32,0.6,9.0,6
-9.8,0.5,0.49,2.6,0.25,5.0,20.0,0.9990000000000001,3.31,0.79,10.7,6
-6.2,0.36,0.24,2.2,0.095,19.0,42.0,0.9946,3.57,0.57,11.7,6
-11.5,0.35,0.49,3.3,0.07,10.0,37.0,1.0003,3.32,0.91,11.0,6
-6.2,0.36,0.24,2.2,0.095,19.0,42.0,0.9946,3.57,0.57,11.7,6
-10.2,0.24,0.49,2.4,0.075,10.0,28.0,0.9978,3.14,0.61,10.4,5
-10.5,0.59,0.49,2.1,0.07,14.0,47.0,0.9991,3.3,0.56,9.6,4
-10.6,0.34,0.49,3.2,0.078,20.0,78.0,0.9992,3.19,0.7,10.0,6
-12.3,0.27,0.49,3.1,0.079,28.0,46.0,0.9993,3.2,0.8,10.2,6
-9.9,0.5,0.24,2.3,0.10300000000000001,6.0,14.0,0.9978,3.34,0.52,10.0,4
-8.8,0.44,0.49,2.8,0.083,18.0,111.0,0.9982,3.3,0.6,9.5,5
-8.8,0.47,0.49,2.9,0.085,17.0,110.0,0.9982,3.29,0.6,9.8,5
-10.6,0.31,0.49,2.2,0.063,18.0,40.0,0.9976,3.14,0.51,9.8,6
-12.3,0.5,0.49,2.2,0.08900000000000001,5.0,14.0,1.0002,3.19,0.44,9.6,5
-12.3,0.5,0.49,2.2,0.08900000000000001,5.0,14.0,1.0002,3.19,0.44,9.6,5
-11.7,0.49,0.49,2.2,0.083,5.0,15.0,1.0,3.19,0.43,9.2,5
-12.0,0.28,0.49,1.9,0.07400000000000001,10.0,21.0,0.9976,2.98,0.66,9.9,7
-11.8,0.33,0.49,3.4,0.09300000000000001,54.0,80.0,1.0002,3.3,0.76,10.7,7
-7.6,0.51,0.24,2.4,0.091,8.0,38.0,0.998,3.47,0.66,9.6,6
-11.1,0.31,0.49,2.7,0.094,16.0,47.0,0.9986,3.12,1.02,10.6,7
-7.3,0.73,0.24,1.9,0.10800000000000001,18.0,102.0,0.9967,3.26,0.59,9.3,5
-5.0,0.42,0.24,2.0,0.06,19.0,50.0,0.9917,3.72,0.74,14.0,8
-10.2,0.29,0.49,2.6,0.059000000000000004,5.0,13.0,0.9976,3.05,0.74,10.5,7
-9.0,0.45,0.49,2.6,0.084,21.0,75.0,0.9987,3.35,0.57,9.7,5
-6.6,0.39,0.49,1.7,0.07,23.0,149.0,0.9922,3.12,0.5,11.5,6
-9.0,0.45,0.49,2.6,0.084,21.0,75.0,0.9987,3.35,0.57,9.7,5
-9.9,0.49,0.58,3.5,0.094,9.0,43.0,1.0004,3.29,0.58,9.0,5
-7.9,0.72,0.17,2.6,0.096,20.0,38.0,0.9978,3.4,0.53,9.5,5
-8.9,0.595,0.41,7.9,0.086,30.0,109.0,0.9998,3.27,0.57,9.3,5
-12.4,0.4,0.51,2.0,0.059000000000000004,6.0,24.0,0.9994,3.04,0.6,9.3,6
-11.9,0.58,0.58,1.9,0.071,5.0,18.0,0.998,3.09,0.63,10.0,6
-8.5,0.585,0.18,2.1,0.078,5.0,30.0,0.9967,3.2,0.48,9.8,6
-12.7,0.59,0.45,2.3,0.08199999999999999,11.0,22.0,1.0,3.0,0.7,9.3,6
-8.2,0.915,0.27,2.1,0.08800000000000001,7.0,23.0,0.9962,3.26,0.47,10.0,4
-13.2,0.46,0.52,2.2,0.071,12.0,35.0,1.0006,3.1,0.56,9.0,6
-7.7,0.835,0.0,2.6,0.081,6.0,14.0,0.9975,3.3,0.52,9.3,5
-13.2,0.46,0.52,2.2,0.071,12.0,35.0,1.0006,3.1,0.56,9.0,6
-8.3,0.58,0.13,2.9,0.096,14.0,63.0,0.9984,3.17,0.62,9.1,6
-8.3,0.6,0.13,2.6,0.085,6.0,24.0,0.9984,3.31,0.59,9.2,6
-9.4,0.41,0.48,4.6,0.07200000000000001,10.0,20.0,0.9973,3.34,0.79,12.2,7
-8.8,0.48,0.41,3.3,0.092,26.0,52.0,0.9982,3.31,0.53,10.5,6
-10.1,0.65,0.37,5.1,0.11,11.0,65.0,1.0026,3.32,0.64,10.4,6
-6.3,0.36,0.19,3.2,0.075,15.0,39.0,0.9956,3.56,0.52,12.7,6
-8.8,0.24,0.54,2.5,0.083,25.0,57.0,0.9983,3.39,0.54,9.2,5
-13.2,0.38,0.55,2.7,0.081,5.0,16.0,1.0006,2.98,0.54,9.4,5
-7.5,0.64,0.0,2.4,0.077,18.0,29.0,0.9965,3.32,0.6,10.0,6
-8.2,0.39,0.38,1.5,0.057999999999999996,10.0,29.0,0.9962,3.26,0.74,9.8,5
-9.2,0.755,0.18,2.2,0.14800000000000002,10.0,103.0,0.9969,2.87,1.36,10.2,6
-9.6,0.6,0.5,2.3,0.079,28.0,71.0,0.9997,3.5,0.57,9.7,5
-9.6,0.6,0.5,2.3,0.079,28.0,71.0,0.9997,3.5,0.57,9.7,5
-11.5,0.31,0.51,2.2,0.079,14.0,28.0,0.9982,3.03,0.93,9.8,6
-11.4,0.46,0.5,2.7,0.122,4.0,17.0,1.0006,3.13,0.7,10.2,5
-11.3,0.37,0.41,2.3,0.08800000000000001,6.0,16.0,0.9988,3.09,0.8,9.3,5
-8.3,0.54,0.24,3.4,0.076,16.0,112.0,0.9976,3.27,0.61,9.4,5
-8.2,0.56,0.23,3.4,0.078,14.0,104.0,0.9976,3.28,0.62,9.4,5
-10.0,0.58,0.22,1.9,0.08,9.0,32.0,0.9974,3.13,0.55,9.5,5
-7.9,0.51,0.25,2.9,0.077,21.0,45.0,0.9974,3.49,0.96,12.1,6
-6.8,0.69,0.0,5.6,0.124,21.0,58.0,0.9997,3.46,0.72,10.2,5
-6.8,0.69,0.0,5.6,0.124,21.0,58.0,0.9997,3.46,0.72,10.2,5
-8.8,0.6,0.29,2.2,0.098,5.0,15.0,0.9988,3.36,0.49,9.1,5
-8.8,0.6,0.29,2.2,0.098,5.0,15.0,0.9988,3.36,0.49,9.1,5
-8.7,0.54,0.26,2.5,0.09699999999999999,7.0,31.0,0.9976,3.27,0.6,9.3,6
-7.6,0.685,0.23,2.3,0.111,20.0,84.0,0.9964,3.21,0.61,9.3,5
-8.7,0.54,0.26,2.5,0.09699999999999999,7.0,31.0,0.9976,3.27,0.6,9.3,6
-10.4,0.28,0.54,2.7,0.105,5.0,19.0,0.9988,3.25,0.63,9.5,5
-7.6,0.41,0.14,3.0,0.087,21.0,43.0,0.9964,3.32,0.57,10.5,6
-10.1,0.935,0.22,3.4,0.105,11.0,86.0,1.001,3.43,0.64,11.3,4
-7.9,0.35,0.21,1.9,0.073,46.0,102.0,0.9964,3.27,0.58,9.5,5
-8.7,0.84,0.0,1.4,0.065,24.0,33.0,0.9954,3.27,0.55,9.7,5
-9.6,0.88,0.28,2.4,0.086,30.0,147.0,0.9979,3.24,0.53,9.4,5
-9.5,0.885,0.27,2.3,0.084,31.0,145.0,0.9978,3.24,0.53,9.4,5
-7.7,0.915,0.12,2.2,0.14300000000000002,7.0,23.0,0.9964,3.35,0.65,10.2,7
-8.9,0.29,0.35,1.9,0.067,25.0,57.0,0.997,3.18,1.36,10.3,6
-9.9,0.54,0.45,2.3,0.071,16.0,40.0,0.9991,3.39,0.62,9.4,5
-9.5,0.59,0.44,2.3,0.071,21.0,68.0,0.9992,3.46,0.63,9.5,5
-9.9,0.54,0.45,2.3,0.071,16.0,40.0,0.9991,3.39,0.62,9.4,5
-9.5,0.59,0.44,2.3,0.071,21.0,68.0,0.9992,3.46,0.63,9.5,5
-9.9,0.54,0.45,2.3,0.071,16.0,40.0,0.9991,3.39,0.62,9.4,5
-7.8,0.64,0.1,6.0,0.115,5.0,11.0,0.9984,3.37,0.69,10.1,7
-7.3,0.67,0.05,3.6,0.107,6.0,20.0,0.9972,3.4,0.63,10.1,5
-8.3,0.845,0.01,2.2,0.07,5.0,14.0,0.9967,3.32,0.58,11.0,4
-8.7,0.48,0.3,2.8,0.066,10.0,28.0,0.9964,3.33,0.67,11.2,7
-6.7,0.42,0.27,8.6,0.068,24.0,148.0,0.9948,3.16,0.57,11.3,6
-10.7,0.43,0.39,2.2,0.106,8.0,32.0,0.9986,2.89,0.5,9.6,5
-9.8,0.88,0.25,2.5,0.10400000000000001,35.0,155.0,1.001,3.41,0.67,11.2,5
-15.9,0.36,0.65,7.5,0.096,22.0,71.0,0.9976,2.98,0.84,14.9,5
-9.4,0.33,0.59,2.8,0.079,9.0,30.0,0.9976,3.12,0.54,12.0,6
-8.6,0.47,0.47,2.4,0.07400000000000001,7.0,29.0,0.9979,3.08,0.46,9.5,5
-9.7,0.55,0.17,2.9,0.087,20.0,53.0,1.0004,3.14,0.61,9.4,5
-10.7,0.43,0.39,2.2,0.106,8.0,32.0,0.9986,2.89,0.5,9.6,5
-12.0,0.5,0.59,1.4,0.073,23.0,42.0,0.998,2.92,0.68,10.5,7
-7.2,0.52,0.07,1.4,0.07400000000000001,5.0,20.0,0.9973,3.32,0.81,9.6,6
-7.1,0.84,0.02,4.4,0.096,5.0,13.0,0.997,3.41,0.57,11.0,4
-7.2,0.52,0.07,1.4,0.07400000000000001,5.0,20.0,0.9973,3.32,0.81,9.6,6
-7.5,0.42,0.31,1.6,0.08,15.0,42.0,0.9978,3.31,0.64,9.0,5
-7.2,0.57,0.06,1.6,0.076,9.0,27.0,0.9972,3.36,0.7,9.6,6
-10.1,0.28,0.46,1.8,0.05,5.0,13.0,0.9974,3.04,0.79,10.2,6
-12.1,0.4,0.52,2.0,0.092,15.0,54.0,1.0,3.03,0.66,10.2,5
-9.4,0.59,0.14,2.0,0.084,25.0,48.0,0.9981,3.14,0.56,9.7,5
-8.3,0.49,0.36,1.8,0.222,6.0,16.0,0.998,3.18,0.6,9.5,6
-11.3,0.34,0.45,2.0,0.08199999999999999,6.0,15.0,0.9988,2.94,0.66,9.2,6
-10.0,0.73,0.43,2.3,0.059000000000000004,15.0,31.0,0.9966,3.15,0.57,11.0,5
-11.3,0.34,0.45,2.0,0.08199999999999999,6.0,15.0,0.9988,2.94,0.66,9.2,6
-6.9,0.4,0.24,2.5,0.083,30.0,45.0,0.9959,3.26,0.58,10.0,5
-8.2,0.73,0.21,1.7,0.07400000000000001,5.0,13.0,0.9968,3.2,0.52,9.5,5
-9.8,1.24,0.34,2.0,0.079,32.0,151.0,0.998,3.15,0.53,9.5,5
-8.2,0.73,0.21,1.7,0.07400000000000001,5.0,13.0,0.9968,3.2,0.52,9.5,5
-10.8,0.4,0.41,2.2,0.084,7.0,17.0,0.9984,3.08,0.67,9.3,6
-9.3,0.41,0.39,2.2,0.064,12.0,31.0,0.9984,3.26,0.65,10.2,5
-10.8,0.4,0.41,2.2,0.084,7.0,17.0,0.9984,3.08,0.67,9.3,6
-8.6,0.8,0.11,2.3,0.084,12.0,31.0,0.9979,3.4,0.48,9.9,5
-8.3,0.78,0.1,2.6,0.081,45.0,87.0,0.9983,3.48,0.53,10.0,5
-10.8,0.26,0.45,3.3,0.06,20.0,49.0,0.9972,3.13,0.54,9.6,5
-13.3,0.43,0.58,1.9,0.07,15.0,40.0,1.0004,3.06,0.49,9.0,5
-8.0,0.45,0.23,2.2,0.094,16.0,29.0,0.9962,3.21,0.49,10.2,6
-8.5,0.46,0.31,2.25,0.078,32.0,58.0,0.998,3.33,0.54,9.8,5
-8.1,0.78,0.23,2.6,0.059000000000000004,5.0,15.0,0.997,3.37,0.56,11.3,5
-9.8,0.98,0.32,2.3,0.078,35.0,152.0,0.998,3.25,0.48,9.4,5
-8.1,0.78,0.23,2.6,0.059000000000000004,5.0,15.0,0.997,3.37,0.56,11.3,5
-7.1,0.65,0.18,1.8,0.07,13.0,40.0,0.997,3.44,0.6,9.1,5
-9.1,0.64,0.23,3.1,0.095,13.0,38.0,0.9998,3.28,0.59,9.7,5
-7.7,0.66,0.04,1.6,0.039,4.0,9.0,0.9962,3.4,0.47,9.4,5
-8.1,0.38,0.48,1.8,0.157,5.0,17.0,0.9976,3.3,1.05,9.4,5
-7.4,1.185,0.0,4.25,0.09699999999999999,5.0,14.0,0.9966,3.63,0.54,10.7,3
-9.2,0.92,0.24,2.6,0.087,12.0,93.0,0.9998,3.48,0.54,9.8,5
-8.6,0.49,0.51,2.0,0.42200000000000004,16.0,62.0,0.9979,3.03,1.17,9.0,5
-9.0,0.48,0.32,2.8,0.084,21.0,122.0,0.9984,3.32,0.62,9.4,5
-9.0,0.47,0.31,2.7,0.084,24.0,125.0,0.9984,3.31,0.61,9.4,5
-5.1,0.47,0.02,1.3,0.034,18.0,44.0,0.9921,3.9,0.62,12.8,6
-7.0,0.65,0.02,2.1,0.066,8.0,25.0,0.9972,3.47,0.67,9.5,6
-7.0,0.65,0.02,2.1,0.066,8.0,25.0,0.9972,3.47,0.67,9.5,6
-9.4,0.615,0.28,3.2,0.087,18.0,72.0,1.0001,3.31,0.53,9.7,5
-11.8,0.38,0.55,2.1,0.071,5.0,19.0,0.9986,3.11,0.62,10.8,6
-10.6,1.02,0.43,2.9,0.076,26.0,88.0,0.9984,3.08,0.57,10.1,6
-7.0,0.65,0.02,2.1,0.066,8.0,25.0,0.9972,3.47,0.67,9.5,6
-7.0,0.64,0.02,2.1,0.067,9.0,23.0,0.997,3.47,0.67,9.4,6
-7.5,0.38,0.48,2.6,0.073,22.0,84.0,0.9972,3.32,0.7,9.6,4
-9.1,0.765,0.04,1.6,0.078,4.0,14.0,0.998,3.29,0.54,9.7,4
-8.4,1.035,0.15,6.0,0.073,11.0,54.0,0.9990000000000001,3.37,0.49,9.9,5
-7.0,0.78,0.08,2.0,0.09300000000000001,10.0,19.0,0.9956,3.4,0.47,10.0,5
-7.4,0.49,0.19,3.0,0.077,16.0,37.0,0.9966,3.37,0.51,10.5,5
-7.8,0.545,0.12,2.5,0.068,11.0,35.0,0.996,3.34,0.61,11.6,6
-9.7,0.31,0.47,1.6,0.062,13.0,33.0,0.9983,3.27,0.66,10.0,6
-10.6,1.025,0.43,2.8,0.08,21.0,84.0,0.9985,3.06,0.57,10.1,5
-8.9,0.565,0.34,3.0,0.09300000000000001,16.0,112.0,0.9998,3.38,0.61,9.5,5
-8.7,0.69,0.0,3.2,0.084,13.0,33.0,0.9992,3.36,0.45,9.4,5
-8.0,0.43,0.36,2.3,0.075,10.0,48.0,0.9976,3.34,0.46,9.4,5
-9.9,0.74,0.28,2.6,0.078,21.0,77.0,0.998,3.28,0.51,9.8,5
-7.2,0.49,0.18,2.7,0.069,13.0,34.0,0.9967,3.29,0.48,9.2,6
-8.0,0.43,0.36,2.3,0.075,10.0,48.0,0.9976,3.34,0.46,9.4,5
-7.6,0.46,0.11,2.6,0.079,12.0,49.0,0.9968,3.21,0.57,10.0,5
-8.4,0.56,0.04,2.0,0.08199999999999999,10.0,22.0,0.9976,3.22,0.44,9.6,5
-7.1,0.66,0.0,3.9,0.086,17.0,45.0,0.9976,3.46,0.54,9.5,5
-8.4,0.56,0.04,2.0,0.08199999999999999,10.0,22.0,0.9976,3.22,0.44,9.6,5
-8.9,0.48,0.24,2.85,0.094,35.0,106.0,0.9982,3.1,0.53,9.2,5
-7.6,0.42,0.08,2.7,0.084,15.0,48.0,0.9968,3.21,0.59,10.0,5
-7.1,0.31,0.3,2.2,0.053,36.0,127.0,0.9965,2.94,1.62,9.5,5
-7.5,1.115,0.1,3.1,0.086,5.0,12.0,0.9958,3.54,0.6,11.2,4
-9.0,0.66,0.17,3.0,0.077,5.0,13.0,0.9976,3.29,0.55,10.4,5
-8.1,0.72,0.09,2.8,0.084,18.0,49.0,0.9994,3.43,0.72,11.1,6
-6.4,0.57,0.02,1.8,0.067,4.0,11.0,0.997,3.46,0.68,9.5,5
-6.4,0.57,0.02,1.8,0.067,4.0,11.0,0.997,3.46,0.68,9.5,5
-6.4,0.865,0.03,3.2,0.071,27.0,58.0,0.995,3.61,0.49,12.7,6
-9.5,0.55,0.66,2.3,0.387,12.0,37.0,0.9982,3.17,0.67,9.6,5
-8.9,0.875,0.13,3.45,0.08800000000000001,4.0,14.0,0.9994,3.44,0.52,11.5,5
-7.3,0.835,0.03,2.1,0.092,10.0,19.0,0.9966,3.39,0.47,9.6,5
-7.0,0.45,0.34,2.7,0.08199999999999999,16.0,72.0,0.998,3.55,0.6,9.5,5
-7.7,0.56,0.2,2.0,0.075,9.0,39.0,0.9987,3.48,0.62,9.3,5
-7.7,0.965,0.1,2.1,0.11199999999999999,11.0,22.0,0.9963,3.26,0.5,9.5,5
-7.7,0.965,0.1,2.1,0.11199999999999999,11.0,22.0,0.9963,3.26,0.5,9.5,5
-8.2,0.59,0.0,2.5,0.09300000000000001,19.0,58.0,1.0002,3.5,0.65,9.3,6
-9.0,0.46,0.23,2.8,0.092,28.0,104.0,0.9983,3.1,0.56,9.2,5
-9.0,0.69,0.0,2.4,0.08800000000000001,19.0,38.0,0.9990000000000001,3.35,0.6,9.3,5
-8.3,0.76,0.29,4.2,0.075,12.0,16.0,0.9965,3.45,0.68,11.5,6
-9.2,0.53,0.24,2.6,0.078,28.0,139.0,0.9978799999999999,3.21,0.57,9.5,5
-6.5,0.615,0.0,1.9,0.065,9.0,18.0,0.9972,3.46,0.65,9.2,5
-11.6,0.41,0.58,2.8,0.096,25.0,101.0,1.00024,3.13,0.53,10.0,5
-11.1,0.39,0.54,2.7,0.095,21.0,101.0,1.0001,3.13,0.51,9.5,5
-7.3,0.51,0.18,2.1,0.07,12.0,28.0,0.9976799999999999,3.52,0.73,9.5,6
-8.2,0.34,0.38,2.5,0.08,12.0,57.0,0.9978,3.3,0.47,9.0,6
-8.6,0.33,0.4,2.6,0.083,16.0,68.0,0.99782,3.3,0.48,9.4,5
-7.2,0.5,0.18,2.1,0.071,12.0,31.0,0.99761,3.52,0.72,9.6,6
-7.3,0.51,0.18,2.1,0.07,12.0,28.0,0.9976799999999999,3.52,0.73,9.5,6
-8.3,0.65,0.1,2.9,0.08900000000000001,17.0,40.0,0.99803,3.29,0.55,9.5,5
-8.3,0.65,0.1,2.9,0.08900000000000001,17.0,40.0,0.99803,3.29,0.55,9.5,5
-7.6,0.54,0.13,2.5,0.09699999999999999,24.0,66.0,0.99785,3.39,0.61,9.4,5
-8.3,0.65,0.1,2.9,0.08900000000000001,17.0,40.0,0.99803,3.29,0.55,9.5,5
-7.8,0.48,0.68,1.7,0.415,14.0,32.0,0.99656,3.09,1.06,9.1,6
-7.8,0.91,0.07,1.9,0.057999999999999996,22.0,47.0,0.99525,3.51,0.43,10.7,6
-6.3,0.98,0.01,2.0,0.057,15.0,33.0,0.9948799999999999,3.6,0.46,11.2,6
-8.1,0.87,0.0,2.2,0.084,10.0,31.0,0.99656,3.25,0.5,9.8,5
-8.1,0.87,0.0,2.2,0.084,10.0,31.0,0.99656,3.25,0.5,9.8,5
-8.8,0.42,0.21,2.5,0.092,33.0,88.0,0.99823,3.19,0.52,9.2,5
-9.0,0.58,0.25,2.8,0.075,9.0,104.0,0.99779,3.23,0.57,9.7,5
-9.3,0.655,0.26,2.0,0.096,5.0,35.0,0.9973799999999999,3.25,0.42,9.6,5
-8.8,0.7,0.0,1.7,0.069,8.0,19.0,0.9970100000000001,3.31,0.53,10.0,6
-9.3,0.655,0.26,2.0,0.096,5.0,35.0,0.9973799999999999,3.25,0.42,9.6,5
-9.1,0.68,0.11,2.8,0.09300000000000001,11.0,44.0,0.9988799999999999,3.31,0.55,9.5,6
-9.2,0.67,0.1,3.0,0.091,12.0,48.0,0.9988799999999999,3.31,0.54,9.5,6
-8.8,0.59,0.18,2.9,0.08900000000000001,12.0,74.0,0.9973799999999999,3.14,0.54,9.4,5
-7.5,0.6,0.32,2.7,0.10300000000000001,13.0,98.0,0.9993799999999999,3.45,0.62,9.5,5
-7.1,0.59,0.02,2.3,0.08199999999999999,24.0,94.0,0.99744,3.55,0.53,9.7,6
-7.9,0.72,0.01,1.9,0.076,7.0,32.0,0.9966799999999999,3.39,0.54,9.6,5
-7.1,0.59,0.02,2.3,0.08199999999999999,24.0,94.0,0.99744,3.55,0.53,9.7,6
-9.4,0.685,0.26,2.4,0.08199999999999999,23.0,143.0,0.9978,3.28,0.55,9.4,5
-9.5,0.57,0.27,2.3,0.08199999999999999,23.0,144.0,0.99782,3.27,0.55,9.4,5
-7.9,0.4,0.29,1.8,0.157,1.0,44.0,0.9973,3.3,0.92,9.5,6
-7.9,0.4,0.3,1.8,0.157,2.0,45.0,0.9972700000000001,3.31,0.91,9.5,6
-7.2,1.0,0.0,3.0,0.102,7.0,16.0,0.9958600000000001,3.43,0.46,10.0,5
-6.9,0.765,0.18,2.4,0.243,5.5,48.0,0.9961200000000001,3.4,0.6,10.3,6
-6.9,0.635,0.17,2.4,0.24100000000000002,6.0,18.0,0.9961,3.4,0.59,10.3,6
-8.3,0.43,0.3,3.4,0.079,7.0,34.0,0.9978799999999999,3.36,0.61,10.5,5
-7.1,0.52,0.03,2.6,0.076,21.0,92.0,0.99745,3.5,0.6,9.8,5
-7.0,0.57,0.0,2.0,0.19,12.0,45.0,0.9967600000000001,3.31,0.6,9.4,6
-6.5,0.46,0.14,2.4,0.114,9.0,37.0,0.9973200000000001,3.66,0.65,9.8,5
-9.0,0.82,0.05,2.4,0.081,26.0,96.0,0.9981399999999999,3.36,0.53,10.0,5
-6.5,0.46,0.14,2.4,0.114,9.0,37.0,0.9973200000000001,3.66,0.65,9.8,5
-7.1,0.59,0.01,2.5,0.077,20.0,85.0,0.99746,3.55,0.59,9.8,5
-9.9,0.35,0.41,2.3,0.083,11.0,61.0,0.9982,3.21,0.5,9.5,5
-9.9,0.35,0.41,2.3,0.083,11.0,61.0,0.9982,3.21,0.5,9.5,5
-10.0,0.56,0.24,2.2,0.079,19.0,58.0,0.9991,3.18,0.56,10.1,6
-10.0,0.56,0.24,2.2,0.079,19.0,58.0,0.9991,3.18,0.56,10.1,6
-8.6,0.63,0.17,2.9,0.099,21.0,119.0,0.998,3.09,0.52,9.3,5
-7.4,0.37,0.43,2.6,0.08199999999999999,18.0,82.0,0.99708,3.33,0.68,9.7,6
-8.8,0.64,0.17,2.9,0.084,25.0,130.0,0.99818,3.23,0.54,9.6,5
-7.1,0.61,0.02,2.5,0.081,17.0,87.0,0.99745,3.48,0.6,9.7,6
-7.7,0.6,0.0,2.6,0.055,7.0,13.0,0.99639,3.38,0.56,10.8,5
-10.1,0.27,0.54,2.3,0.065,7.0,26.0,0.99531,3.17,0.53,12.5,6
-10.8,0.89,0.3,2.6,0.132,7.0,60.0,0.9978600000000001,2.99,1.18,10.2,5
-8.7,0.46,0.31,2.5,0.126,24.0,64.0,0.99746,3.1,0.74,9.6,5
-9.3,0.37,0.44,1.6,0.038,21.0,42.0,0.99526,3.24,0.81,10.8,7
-9.4,0.5,0.34,3.6,0.08199999999999999,5.0,14.0,0.9987,3.29,0.52,10.7,6
-9.4,0.5,0.34,3.6,0.08199999999999999,5.0,14.0,0.9987,3.29,0.52,10.7,6
-7.2,0.61,0.08,4.0,0.08199999999999999,26.0,108.0,0.99641,3.25,0.51,9.4,5
-8.6,0.55,0.09,3.3,0.068,8.0,17.0,0.99735,3.23,0.44,10.0,5
-5.1,0.585,0.0,1.7,0.044000000000000004,14.0,86.0,0.99264,3.56,0.94,12.9,7
-7.7,0.56,0.08,2.5,0.114,14.0,46.0,0.9971,3.24,0.66,9.6,6
-8.4,0.52,0.22,2.7,0.084,4.0,18.0,0.99682,3.26,0.57,9.9,6
-8.2,0.28,0.4,2.4,0.052000000000000005,4.0,10.0,0.99356,3.33,0.7,12.8,7
-8.4,0.25,0.39,2.0,0.040999999999999995,4.0,10.0,0.9938600000000001,3.27,0.71,12.5,7
-8.2,0.28,0.4,2.4,0.052000000000000005,4.0,10.0,0.99356,3.33,0.7,12.8,7
-7.4,0.53,0.12,1.9,0.165,4.0,12.0,0.99702,3.26,0.86,9.2,5
-7.6,0.48,0.31,2.8,0.07,4.0,15.0,0.9969299999999999,3.22,0.55,10.3,6
-7.3,0.49,0.1,2.6,0.068,4.0,14.0,0.9956200000000001,3.3,0.47,10.5,5
-12.9,0.5,0.55,2.8,0.07200000000000001,7.0,24.0,1.0001200000000001,3.09,0.68,10.9,6
-10.8,0.45,0.33,2.5,0.099,20.0,38.0,0.99818,3.24,0.71,10.8,5
-6.9,0.39,0.24,2.1,0.102,4.0,7.0,0.9946200000000001,3.44,0.58,11.4,4
-12.6,0.41,0.54,2.8,0.10300000000000001,19.0,41.0,0.99939,3.21,0.76,11.3,6
-10.8,0.45,0.33,2.5,0.099,20.0,38.0,0.99818,3.24,0.71,10.8,5
-9.8,0.51,0.19,3.2,0.081,8.0,30.0,0.9984,3.23,0.58,10.5,6
-10.8,0.29,0.42,1.6,0.084,19.0,27.0,0.99545,3.28,0.73,11.9,6
-7.1,0.715,0.0,2.35,0.071,21.0,47.0,0.9963200000000001,3.29,0.45,9.4,5
-9.1,0.66,0.15,3.2,0.09699999999999999,9.0,59.0,0.99976,3.28,0.54,9.6,5
-7.0,0.685,0.0,1.9,0.099,9.0,22.0,0.9960600000000001,3.34,0.6,9.7,5
-4.9,0.42,0.0,2.1,0.048,16.0,42.0,0.99154,3.71,0.74,14.0,7
-6.7,0.54,0.13,2.0,0.076,15.0,36.0,0.9973,3.61,0.64,9.8,5
-6.7,0.54,0.13,2.0,0.076,15.0,36.0,0.9973,3.61,0.64,9.8,5
-7.1,0.48,0.28,2.8,0.068,6.0,16.0,0.99682,3.24,0.53,10.3,5
-7.1,0.46,0.14,2.8,0.076,15.0,37.0,0.99624,3.36,0.49,10.7,5
-7.5,0.27,0.34,2.3,0.05,4.0,8.0,0.9951,3.4,0.64,11.0,7
-7.1,0.46,0.14,2.8,0.076,15.0,37.0,0.99624,3.36,0.49,10.7,5
-7.8,0.57,0.09,2.3,0.065,34.0,45.0,0.9941700000000001,3.46,0.74,12.7,8
-5.9,0.61,0.08,2.1,0.071,16.0,24.0,0.9937600000000001,3.56,0.77,11.1,6
-7.5,0.685,0.07,2.5,0.057999999999999996,5.0,9.0,0.9963200000000001,3.38,0.55,10.9,4
-5.9,0.61,0.08,2.1,0.071,16.0,24.0,0.9937600000000001,3.56,0.77,11.1,6
-10.4,0.44,0.42,1.5,0.145,34.0,48.0,0.9983200000000001,3.38,0.86,9.9,3
-11.6,0.47,0.44,1.6,0.147,36.0,51.0,0.99836,3.38,0.86,9.9,4
-8.8,0.685,0.26,1.6,0.08800000000000001,16.0,23.0,0.9969399999999999,3.32,0.47,9.4,5
-7.6,0.665,0.1,1.5,0.066,27.0,55.0,0.99655,3.39,0.51,9.3,5
-6.7,0.28,0.28,2.4,0.012,36.0,100.0,0.99064,3.26,0.39,11.7,7
-6.7,0.28,0.28,2.4,0.012,36.0,100.0,0.99064,3.26,0.39,11.7,7
-10.1,0.31,0.35,1.6,0.075,9.0,28.0,0.99672,3.24,0.83,11.2,7
-6.0,0.5,0.04,2.2,0.092,13.0,26.0,0.9964700000000001,3.46,0.47,10.0,5
-11.1,0.42,0.47,2.65,0.085,9.0,34.0,0.99736,3.24,0.77,12.1,7
-6.6,0.66,0.0,3.0,0.115,21.0,31.0,0.99629,3.45,0.63,10.3,5
-10.6,0.5,0.45,2.6,0.11900000000000001,34.0,68.0,0.99708,3.23,0.72,10.9,6
-7.1,0.685,0.35,2.0,0.08800000000000001,9.0,92.0,0.9963,3.28,0.62,9.4,5
-9.9,0.25,0.46,1.7,0.062,26.0,42.0,0.9959,3.18,0.83,10.6,6
-6.4,0.64,0.21,1.8,0.081,14.0,31.0,0.9968899999999999,3.59,0.66,9.8,5
-6.4,0.64,0.21,1.8,0.081,14.0,31.0,0.9968899999999999,3.59,0.66,9.8,5
-7.4,0.68,0.16,1.8,0.078,12.0,39.0,0.9977,3.5,0.7,9.9,6
-6.4,0.64,0.21,1.8,0.081,14.0,31.0,0.9968899999999999,3.59,0.66,9.8,5
-6.4,0.63,0.21,1.6,0.08,12.0,32.0,0.9968899999999999,3.58,0.66,9.8,5
-9.3,0.43,0.44,1.9,0.085,9.0,22.0,0.99708,3.28,0.55,9.5,5
-9.3,0.43,0.44,1.9,0.085,9.0,22.0,0.99708,3.28,0.55,9.5,5
-8.0,0.42,0.32,2.5,0.08,26.0,122.0,0.9980100000000001,3.22,1.07,9.7,5
-9.3,0.36,0.39,1.5,0.08,41.0,55.0,0.9965200000000001,3.47,0.73,10.9,6
-9.3,0.36,0.39,1.5,0.08,41.0,55.0,0.9965200000000001,3.47,0.73,10.9,6
-7.6,0.735,0.02,2.5,0.071,10.0,14.0,0.9953799999999999,3.51,0.71,11.7,7
-9.3,0.36,0.39,1.5,0.08,41.0,55.0,0.9965200000000001,3.47,0.73,10.9,6
-8.2,0.26,0.34,2.5,0.073,16.0,47.0,0.9959399999999999,3.4,0.78,11.3,7
-11.7,0.28,0.47,1.7,0.054000000000000006,17.0,32.0,0.9968600000000001,3.15,0.67,10.6,7
-6.8,0.56,0.22,1.8,0.07400000000000001,15.0,24.0,0.9943799999999999,3.4,0.82,11.2,6
-7.2,0.62,0.06,2.7,0.077,15.0,85.0,0.99746,3.51,0.54,9.5,5
-5.8,1.01,0.66,2.0,0.039,15.0,88.0,0.9935700000000001,3.66,0.6,11.5,6
-7.5,0.42,0.32,2.7,0.067,7.0,25.0,0.9962799999999999,3.24,0.44,10.4,5
-7.2,0.62,0.06,2.5,0.078,17.0,84.0,0.99746,3.51,0.53,9.7,5
-7.2,0.62,0.06,2.7,0.077,15.0,85.0,0.99746,3.51,0.54,9.5,5
-7.2,0.635,0.07,2.6,0.077,16.0,86.0,0.9974799999999999,3.51,0.54,9.7,5
-6.8,0.49,0.22,2.3,0.071,13.0,24.0,0.9943799999999999,3.41,0.83,11.3,6
-6.9,0.51,0.23,2.0,0.07200000000000001,13.0,22.0,0.9943799999999999,3.4,0.84,11.2,6
-6.8,0.56,0.22,1.8,0.07400000000000001,15.0,24.0,0.9943799999999999,3.4,0.82,11.2,6
-7.6,0.63,0.03,2.0,0.08,27.0,43.0,0.9957799999999999,3.44,0.64,10.9,6
-7.7,0.715,0.01,2.1,0.064,31.0,43.0,0.99371,3.41,0.57,11.8,6
-6.9,0.56,0.03,1.5,0.086,36.0,46.0,0.9952200000000001,3.53,0.57,10.6,5
-7.3,0.35,0.24,2.0,0.067,28.0,48.0,0.9957600000000001,3.43,0.54,10.0,4
-9.1,0.21,0.37,1.6,0.067,6.0,10.0,0.9955200000000001,3.23,0.58,11.1,7
-10.4,0.38,0.46,2.1,0.10400000000000001,6.0,10.0,0.99664,3.12,0.65,11.8,7
-8.8,0.31,0.4,2.8,0.109,7.0,16.0,0.9961399999999999,3.31,0.79,11.8,7
-7.1,0.47,0.0,2.2,0.067,7.0,14.0,0.9951700000000001,3.4,0.58,10.9,4
-7.7,0.715,0.01,2.1,0.064,31.0,43.0,0.99371,3.41,0.57,11.8,6
-8.8,0.61,0.19,4.0,0.094,30.0,69.0,0.99787,3.22,0.5,10.0,6
-7.2,0.6,0.04,2.5,0.076,18.0,88.0,0.99745,3.53,0.55,9.5,5
-9.2,0.56,0.18,1.6,0.078,10.0,21.0,0.9957600000000001,3.15,0.49,9.9,5
-7.6,0.715,0.0,2.1,0.068,30.0,35.0,0.9953299999999999,3.48,0.65,11.4,6
-8.4,0.31,0.29,3.1,0.19399999999999998,14.0,26.0,0.99536,3.22,0.78,12.0,6
-7.2,0.6,0.04,2.5,0.076,18.0,88.0,0.99745,3.53,0.55,9.5,5
-8.8,0.61,0.19,4.0,0.094,30.0,69.0,0.99787,3.22,0.5,10.0,6
-8.9,0.75,0.14,2.5,0.086,9.0,30.0,0.99824,3.34,0.64,10.5,5
-9.0,0.8,0.12,2.4,0.083,8.0,28.0,0.99836,3.33,0.65,10.4,6
-10.7,0.52,0.38,2.6,0.066,29.0,56.0,0.99577,3.15,0.79,12.1,7
-6.8,0.57,0.0,2.5,0.07200000000000001,32.0,64.0,0.9949100000000001,3.43,0.56,11.2,6
-10.7,0.9,0.34,6.6,0.11199999999999999,23.0,99.0,1.00289,3.22,0.68,9.3,5
-7.2,0.34,0.24,2.0,0.071,30.0,52.0,0.9957600000000001,3.44,0.58,10.1,5
-7.2,0.66,0.03,2.3,0.078,16.0,86.0,0.9974299999999999,3.53,0.57,9.7,5
-10.1,0.45,0.23,1.9,0.08199999999999999,10.0,18.0,0.99774,3.22,0.65,9.3,6
-7.2,0.66,0.03,2.3,0.078,16.0,86.0,0.9974299999999999,3.53,0.57,9.7,5
-7.2,0.63,0.03,2.2,0.08,17.0,88.0,0.99745,3.53,0.58,9.8,6
-7.1,0.59,0.01,2.3,0.08,27.0,43.0,0.9955,3.42,0.58,10.7,6
-8.3,0.31,0.39,2.4,0.078,17.0,43.0,0.99444,3.31,0.77,12.5,7
-7.1,0.59,0.01,2.3,0.08,27.0,43.0,0.9955,3.42,0.58,10.7,6
-8.3,0.31,0.39,2.4,0.078,17.0,43.0,0.99444,3.31,0.77,12.5,7
-8.3,1.02,0.02,3.4,0.084,6.0,11.0,0.99892,3.48,0.49,11.0,3
-8.9,0.31,0.36,2.6,0.055999999999999994,10.0,39.0,0.9956200000000001,3.4,0.69,11.8,5
-7.4,0.635,0.1,2.4,0.08,16.0,33.0,0.99736,3.58,0.69,10.8,7
-7.4,0.635,0.1,2.4,0.08,16.0,33.0,0.99736,3.58,0.69,10.8,7
-6.8,0.59,0.06,6.0,0.06,11.0,18.0,0.9962,3.41,0.59,10.8,7
-6.8,0.59,0.06,6.0,0.06,11.0,18.0,0.9962,3.41,0.59,10.8,7
-9.2,0.58,0.2,3.0,0.081,15.0,115.0,0.998,3.23,0.59,9.5,5
-7.2,0.54,0.27,2.6,0.084,12.0,78.0,0.9964,3.39,0.71,11.0,5
-6.1,0.56,0.0,2.2,0.079,6.0,9.0,0.9948,3.59,0.54,11.5,6
-7.4,0.52,0.13,2.4,0.078,34.0,61.0,0.9952799999999999,3.43,0.59,10.8,6
-7.3,0.305,0.39,1.2,0.059000000000000004,7.0,11.0,0.99331,3.29,0.52,11.5,6
-9.3,0.38,0.48,3.8,0.132,3.0,11.0,0.99577,3.23,0.57,13.2,6
-9.1,0.28,0.46,9.0,0.114,3.0,9.0,0.9990100000000001,3.18,0.6,10.9,6
-10.0,0.46,0.44,2.9,0.065,4.0,8.0,0.99674,3.33,0.62,12.2,6
-9.4,0.395,0.46,4.6,0.094,3.0,10.0,0.99639,3.27,0.64,12.2,7
-7.3,0.305,0.39,1.2,0.059000000000000004,7.0,11.0,0.99331,3.29,0.52,11.5,6
-8.6,0.315,0.4,2.2,0.079,3.0,6.0,0.9951200000000001,3.27,0.67,11.9,6
-5.3,0.715,0.19,1.5,0.161,7.0,62.0,0.99395,3.62,0.61,11.0,5
-6.8,0.41,0.31,8.8,0.084,26.0,45.0,0.99824,3.38,0.64,10.1,6
-8.4,0.36,0.32,2.2,0.081,32.0,79.0,0.9964,3.3,0.72,11.0,6
-8.4,0.62,0.12,1.8,0.07200000000000001,38.0,46.0,0.9950399999999999,3.38,0.89,11.8,6
-9.6,0.41,0.37,2.3,0.091,10.0,23.0,0.9978600000000001,3.24,0.56,10.5,5
-8.4,0.36,0.32,2.2,0.081,32.0,79.0,0.9964,3.3,0.72,11.0,6
-8.4,0.62,0.12,1.8,0.07200000000000001,38.0,46.0,0.9950399999999999,3.38,0.89,11.8,6
-6.8,0.41,0.31,8.8,0.084,26.0,45.0,0.99824,3.38,0.64,10.1,6
-8.6,0.47,0.27,2.3,0.055,14.0,28.0,0.99516,3.18,0.8,11.2,5
-8.6,0.22,0.36,1.9,0.064,53.0,77.0,0.9960399999999999,3.47,0.87,11.0,7
-9.4,0.24,0.33,2.3,0.061,52.0,73.0,0.9978600000000001,3.47,0.9,10.2,6
-8.4,0.67,0.19,2.2,0.09300000000000001,11.0,75.0,0.99736,3.2,0.59,9.2,4
-8.6,0.47,0.27,2.3,0.055,14.0,28.0,0.99516,3.18,0.8,11.2,5
-8.7,0.33,0.38,3.3,0.063,10.0,19.0,0.9946799999999999,3.3,0.73,12.0,7
-6.6,0.61,0.01,1.9,0.08,8.0,25.0,0.99746,3.69,0.73,10.5,5
-7.4,0.61,0.01,2.0,0.07400000000000001,13.0,38.0,0.9974799999999999,3.48,0.65,9.8,5
-7.6,0.4,0.29,1.9,0.078,29.0,66.0,0.9971,3.45,0.59,9.5,6
-7.4,0.61,0.01,2.0,0.07400000000000001,13.0,38.0,0.9974799999999999,3.48,0.65,9.8,5
-6.6,0.61,0.01,1.9,0.08,8.0,25.0,0.99746,3.69,0.73,10.5,5
-8.8,0.3,0.38,2.3,0.06,19.0,72.0,0.9954299999999999,3.39,0.72,11.8,6
-8.8,0.3,0.38,2.3,0.06,19.0,72.0,0.9954299999999999,3.39,0.72,11.8,6
-12.0,0.63,0.5,1.4,0.071,6.0,26.0,0.9979100000000001,3.07,0.6,10.4,4
-7.2,0.38,0.38,2.8,0.068,23.0,42.0,0.99356,3.34,0.72,12.9,7
-6.2,0.46,0.17,1.6,0.073,7.0,11.0,0.99425,3.61,0.54,11.4,5
-9.6,0.33,0.52,2.2,0.07400000000000001,13.0,25.0,0.9950899999999999,3.36,0.76,12.4,7
-9.9,0.27,0.49,5.0,0.08199999999999999,9.0,17.0,0.99484,3.19,0.52,12.5,7
-10.1,0.43,0.4,2.6,0.092,13.0,52.0,0.99834,3.22,0.64,10.0,7
-9.8,0.5,0.34,2.3,0.094,10.0,45.0,0.99864,3.24,0.6,9.7,7
-8.3,0.3,0.49,3.8,0.09,11.0,24.0,0.99498,3.27,0.64,12.1,7
-10.2,0.44,0.42,2.0,0.071,7.0,20.0,0.99566,3.14,0.79,11.1,7
-10.2,0.44,0.58,4.1,0.092,11.0,24.0,0.99745,3.29,0.99,12.0,7
-8.3,0.28,0.48,2.1,0.09300000000000001,6.0,12.0,0.99408,3.26,0.62,12.4,7
-8.9,0.12,0.45,1.8,0.075,10.0,21.0,0.9955200000000001,3.41,0.76,11.9,7
-8.9,0.12,0.45,1.8,0.075,10.0,21.0,0.9955200000000001,3.41,0.76,11.9,7
-8.9,0.12,0.45,1.8,0.075,10.0,21.0,0.9955200000000001,3.41,0.76,11.9,7
-8.3,0.28,0.48,2.1,0.09300000000000001,6.0,12.0,0.99408,3.26,0.62,12.4,7
-8.2,0.31,0.4,2.2,0.057999999999999996,6.0,10.0,0.99536,3.31,0.68,11.2,7
-10.2,0.34,0.48,2.1,0.052000000000000005,5.0,9.0,0.9945799999999999,3.2,0.69,12.1,7
-7.6,0.43,0.4,2.7,0.08199999999999999,6.0,11.0,0.9953799999999999,3.44,0.54,12.2,6
-8.5,0.21,0.52,1.9,0.09,9.0,23.0,0.9964799999999999,3.36,0.67,10.4,5
-9.0,0.36,0.52,2.1,0.111,5.0,10.0,0.9956799999999999,3.31,0.62,11.3,6
-9.5,0.37,0.52,2.0,0.08800000000000001,12.0,51.0,0.99613,3.29,0.58,11.1,6
-6.4,0.57,0.12,2.3,0.12,25.0,36.0,0.99519,3.47,0.71,11.3,7
-8.0,0.59,0.05,2.0,0.08900000000000001,12.0,32.0,0.99735,3.36,0.61,10.0,5
-8.5,0.47,0.27,1.9,0.057999999999999996,18.0,38.0,0.99518,3.16,0.85,11.1,6
-7.1,0.56,0.14,1.6,0.078,7.0,18.0,0.99592,3.27,0.62,9.3,5
-6.6,0.57,0.02,2.1,0.115,6.0,16.0,0.99654,3.38,0.69,9.5,5
-8.8,0.27,0.39,2.0,0.1,20.0,27.0,0.99546,3.15,0.69,11.2,6
-8.5,0.47,0.27,1.9,0.057999999999999996,18.0,38.0,0.99518,3.16,0.85,11.1,6
-8.3,0.34,0.4,2.4,0.065,24.0,48.0,0.99554,3.34,0.86,11.0,6
-9.0,0.38,0.41,2.4,0.10300000000000001,6.0,10.0,0.9960399999999999,3.13,0.58,11.9,7
-8.5,0.66,0.2,2.1,0.09699999999999999,23.0,113.0,0.9973299999999999,3.13,0.48,9.2,5
-9.0,0.4,0.43,2.4,0.068,29.0,46.0,0.9943,3.2,0.6,12.2,6
-6.7,0.56,0.09,2.9,0.079,7.0,22.0,0.99669,3.46,0.61,10.2,5
-10.4,0.26,0.48,1.9,0.066,6.0,10.0,0.99724,3.33,0.87,10.9,6
-10.4,0.26,0.48,1.9,0.066,6.0,10.0,0.99724,3.33,0.87,10.9,6
-10.1,0.38,0.5,2.4,0.10400000000000001,6.0,13.0,0.9964299999999999,3.22,0.65,11.6,7
-8.5,0.34,0.44,1.7,0.079,6.0,12.0,0.99605,3.52,0.63,10.7,5
-8.8,0.33,0.41,5.9,0.073,7.0,13.0,0.9965799999999999,3.3,0.62,12.1,7
-7.2,0.41,0.3,2.1,0.083,35.0,72.0,0.997,3.44,0.52,9.4,5
-7.2,0.41,0.3,2.1,0.083,35.0,72.0,0.997,3.44,0.52,9.4,5
-8.4,0.59,0.29,2.6,0.109,31.0,119.0,0.9980100000000001,3.15,0.5,9.1,5
-7.0,0.4,0.32,3.6,0.061,9.0,29.0,0.99416,3.28,0.49,11.3,7
-12.2,0.45,0.49,1.4,0.075,3.0,6.0,0.9969,3.13,0.63,10.4,5
-9.1,0.5,0.3,1.9,0.065,8.0,17.0,0.99774,3.32,0.71,10.5,6
-9.5,0.86,0.26,1.9,0.079,13.0,28.0,0.9971200000000001,3.25,0.62,10.0,5
-7.3,0.52,0.32,2.1,0.07,51.0,70.0,0.99418,3.34,0.82,12.9,6
-9.1,0.5,0.3,1.9,0.065,8.0,17.0,0.99774,3.32,0.71,10.5,6
-12.2,0.45,0.49,1.4,0.075,3.0,6.0,0.9969,3.13,0.63,10.4,5
-7.4,0.58,0.0,2.0,0.064,7.0,11.0,0.9956200000000001,3.45,0.58,11.3,6
-9.8,0.34,0.39,1.4,0.066,3.0,7.0,0.9947,3.19,0.55,11.4,7
-7.1,0.36,0.3,1.6,0.08,35.0,70.0,0.9969299999999999,3.44,0.5,9.4,5
-7.7,0.39,0.12,1.7,0.09699999999999999,19.0,27.0,0.9959600000000001,3.16,0.49,9.4,5
-9.7,0.295,0.4,1.5,0.073,14.0,21.0,0.99556,3.14,0.51,10.9,6
-7.7,0.39,0.12,1.7,0.09699999999999999,19.0,27.0,0.9959600000000001,3.16,0.49,9.4,5
-7.1,0.34,0.28,2.0,0.08199999999999999,31.0,68.0,0.9969399999999999,3.45,0.48,9.4,5
-6.5,0.4,0.1,2.0,0.076,30.0,47.0,0.99554,3.36,0.48,9.4,6
-7.1,0.34,0.28,2.0,0.08199999999999999,31.0,68.0,0.9969399999999999,3.45,0.48,9.4,5
-10.0,0.35,0.45,2.5,0.092,20.0,88.0,0.99918,3.15,0.43,9.4,5
-7.7,0.6,0.06,2.0,0.079,19.0,41.0,0.99697,3.39,0.62,10.1,6
-5.6,0.66,0.0,2.2,0.087,3.0,11.0,0.9937799999999999,3.71,0.63,12.8,7
-5.6,0.66,0.0,2.2,0.087,3.0,11.0,0.9937799999999999,3.71,0.63,12.8,7
-8.9,0.84,0.34,1.4,0.05,4.0,10.0,0.99554,3.12,0.48,9.1,6
-6.4,0.69,0.0,1.65,0.055,7.0,12.0,0.9916200000000001,3.47,0.53,12.9,6
-7.5,0.43,0.3,2.2,0.062,6.0,12.0,0.99495,3.44,0.72,11.5,7
-9.9,0.35,0.38,1.5,0.057999999999999996,31.0,47.0,0.9967600000000001,3.26,0.82,10.6,7
-9.1,0.29,0.33,2.05,0.063,13.0,27.0,0.99516,3.26,0.84,11.7,7
-6.8,0.36,0.32,1.8,0.067,4.0,8.0,0.9928,3.36,0.55,12.8,7
-8.2,0.43,0.29,1.6,0.081,27.0,45.0,0.99603,3.25,0.54,10.3,5
-6.8,0.36,0.32,1.8,0.067,4.0,8.0,0.9928,3.36,0.55,12.8,7
-9.1,0.29,0.33,2.05,0.063,13.0,27.0,0.99516,3.26,0.84,11.7,7
-9.1,0.3,0.34,2.0,0.064,12.0,25.0,0.99516,3.26,0.84,11.7,7
-8.9,0.35,0.4,3.6,0.11,12.0,24.0,0.99549,3.23,0.7,12.0,7
-9.6,0.5,0.36,2.8,0.11599999999999999,26.0,55.0,0.9972200000000001,3.18,0.68,10.9,5
-8.9,0.28,0.45,1.7,0.067,7.0,12.0,0.99354,3.25,0.55,12.3,7
-8.9,0.32,0.31,2.0,0.08800000000000001,12.0,19.0,0.9957,3.17,0.55,10.4,6
-7.7,1.005,0.15,2.1,0.102,11.0,32.0,0.9960399999999999,3.23,0.48,10.0,5
-7.5,0.71,0.0,1.6,0.092,22.0,31.0,0.99635,3.38,0.58,10.0,6
-8.0,0.58,0.16,2.0,0.12,3.0,7.0,0.99454,3.22,0.58,11.2,6
-10.5,0.39,0.46,2.2,0.075,14.0,27.0,0.99598,3.06,0.84,11.4,6
-8.9,0.38,0.4,2.2,0.068,12.0,28.0,0.9948600000000001,3.27,0.75,12.6,7
-8.0,0.18,0.37,0.9,0.049,36.0,109.0,0.9900700000000001,2.89,0.44,12.7,6
-8.0,0.18,0.37,0.9,0.049,36.0,109.0,0.9900700000000001,2.89,0.44,12.7,6
-7.0,0.5,0.14,1.8,0.078,10.0,23.0,0.99636,3.53,0.61,10.4,5
-11.3,0.36,0.66,2.4,0.12300000000000001,3.0,8.0,0.9964200000000001,3.2,0.53,11.9,6
-11.3,0.36,0.66,2.4,0.12300000000000001,3.0,8.0,0.9964200000000001,3.2,0.53,11.9,6
-7.0,0.51,0.09,2.1,0.062,4.0,9.0,0.99584,3.35,0.54,10.5,5
-8.2,0.32,0.42,2.3,0.098,3.0,9.0,0.9950600000000001,3.27,0.55,12.3,6
-7.7,0.58,0.01,1.8,0.08800000000000001,12.0,18.0,0.9956799999999999,3.32,0.56,10.5,7
-8.6,0.83,0.0,2.8,0.095,17.0,43.0,0.9982200000000001,3.33,0.6,10.4,6
-7.9,0.31,0.32,1.9,0.066,14.0,36.0,0.99364,3.41,0.56,12.6,6
-6.4,0.795,0.0,2.2,0.065,28.0,52.0,0.9937799999999999,3.49,0.52,11.6,5
-7.2,0.34,0.21,2.5,0.075,41.0,68.0,0.9958600000000001,3.37,0.54,10.1,6
-7.7,0.58,0.01,1.8,0.08800000000000001,12.0,18.0,0.9956799999999999,3.32,0.56,10.5,7
-7.1,0.59,0.0,2.1,0.091,9.0,14.0,0.9948799999999999,3.42,0.55,11.5,7
-7.3,0.55,0.01,1.8,0.09300000000000001,9.0,15.0,0.9951399999999999,3.35,0.58,11.0,7
-8.1,0.82,0.0,4.1,0.095,5.0,14.0,0.99854,3.36,0.53,9.6,5
-7.5,0.57,0.08,2.6,0.08900000000000001,14.0,27.0,0.99592,3.3,0.59,10.4,6
-8.9,0.745,0.18,2.5,0.077,15.0,48.0,0.99739,3.2,0.47,9.7,6
-10.1,0.37,0.34,2.4,0.085,5.0,17.0,0.9968299999999999,3.17,0.65,10.6,7
-7.6,0.31,0.34,2.5,0.08199999999999999,26.0,35.0,0.99356,3.22,0.59,12.5,7
-7.3,0.91,0.1,1.8,0.07400000000000001,20.0,56.0,0.99672,3.35,0.56,9.2,5
-8.7,0.41,0.41,6.2,0.078,25.0,42.0,0.9953,3.24,0.77,12.6,7
-8.9,0.5,0.21,2.2,0.08800000000000001,21.0,39.0,0.99692,3.33,0.83,11.1,6
-7.4,0.965,0.0,2.2,0.08800000000000001,16.0,32.0,0.99756,3.58,0.67,10.2,5
-6.9,0.49,0.19,1.7,0.079,13.0,26.0,0.9954700000000001,3.38,0.64,9.8,6
-8.9,0.5,0.21,2.2,0.08800000000000001,21.0,39.0,0.99692,3.33,0.83,11.1,6
-9.5,0.39,0.41,8.9,0.069,18.0,39.0,0.99859,3.29,0.81,10.9,7
-6.4,0.39,0.33,3.3,0.046,12.0,53.0,0.9929399999999999,3.36,0.62,12.2,6
-6.9,0.44,0.0,1.4,0.07,32.0,38.0,0.9943799999999999,3.32,0.58,11.4,6
-7.6,0.78,0.0,1.7,0.076,33.0,45.0,0.9961200000000001,3.31,0.62,10.7,6
-7.1,0.43,0.17,1.8,0.08199999999999999,27.0,51.0,0.99634,3.49,0.64,10.4,5
-9.3,0.49,0.36,1.7,0.081,3.0,14.0,0.99702,3.27,0.78,10.9,6
-9.3,0.5,0.36,1.8,0.084,6.0,17.0,0.9970399999999999,3.27,0.77,10.8,6
-7.1,0.43,0.17,1.8,0.08199999999999999,27.0,51.0,0.99634,3.49,0.64,10.4,5
-8.5,0.46,0.59,1.4,0.414,16.0,45.0,0.99702,3.03,1.34,9.2,5
-5.6,0.605,0.05,2.4,0.073,19.0,25.0,0.9925799999999999,3.56,0.55,12.9,5
-8.3,0.33,0.42,2.3,0.07,9.0,20.0,0.99426,3.38,0.77,12.7,7
-8.2,0.64,0.27,2.0,0.095,5.0,77.0,0.9974700000000001,3.13,0.62,9.1,6
-8.2,0.64,0.27,2.0,0.095,5.0,77.0,0.9974700000000001,3.13,0.62,9.1,6
-8.9,0.48,0.53,4.0,0.10099999999999999,3.0,10.0,0.9958600000000001,3.21,0.59,12.1,7
-7.6,0.42,0.25,3.9,0.10400000000000001,28.0,90.0,0.99784,3.15,0.57,9.1,5
-9.9,0.53,0.57,2.4,0.09300000000000001,30.0,52.0,0.9971,3.19,0.76,11.6,7
-8.9,0.48,0.53,4.0,0.10099999999999999,3.0,10.0,0.9958600000000001,3.21,0.59,12.1,7
-11.6,0.23,0.57,1.8,0.07400000000000001,3.0,8.0,0.9981,3.14,0.7,9.9,6
-9.1,0.4,0.5,1.8,0.071,7.0,16.0,0.9946200000000001,3.21,0.69,12.5,8
-8.0,0.38,0.44,1.9,0.098,6.0,15.0,0.9956,3.3,0.64,11.4,6
-10.2,0.29,0.65,2.4,0.075,6.0,17.0,0.99565,3.22,0.63,11.8,6
-8.2,0.74,0.09,2.0,0.067,5.0,10.0,0.99418,3.28,0.57,11.8,6
-7.7,0.61,0.18,2.4,0.083,6.0,20.0,0.9963,3.29,0.6,10.2,6
-6.6,0.52,0.08,2.4,0.07,13.0,26.0,0.9935799999999999,3.4,0.72,12.5,7
-11.1,0.31,0.53,2.2,0.06,3.0,10.0,0.99572,3.02,0.83,10.9,7
-11.1,0.31,0.53,2.2,0.06,3.0,10.0,0.99572,3.02,0.83,10.9,7
-8.0,0.62,0.35,2.8,0.086,28.0,52.0,0.997,3.31,0.62,10.8,5
-9.3,0.33,0.45,1.5,0.057,19.0,37.0,0.99498,3.18,0.89,11.1,7
-7.5,0.77,0.2,8.1,0.098,30.0,92.0,0.99892,3.2,0.58,9.2,5
-7.2,0.35,0.26,1.8,0.083,33.0,75.0,0.9968,3.4,0.58,9.5,6
-8.0,0.62,0.33,2.7,0.08800000000000001,16.0,37.0,0.9972,3.31,0.58,10.7,6
-7.5,0.77,0.2,8.1,0.098,30.0,92.0,0.99892,3.2,0.58,9.2,5
-9.1,0.25,0.34,2.0,0.071,45.0,67.0,0.99769,3.44,0.86,10.2,7
-9.9,0.32,0.56,2.0,0.073,3.0,8.0,0.99534,3.15,0.73,11.4,6
-8.6,0.37,0.65,6.4,0.08,3.0,8.0,0.9981700000000001,3.27,0.58,11.0,5
-8.6,0.37,0.65,6.4,0.08,3.0,8.0,0.9981700000000001,3.27,0.58,11.0,5
-7.9,0.3,0.68,8.3,0.05,37.5,278.0,0.99316,3.01,0.51,12.3,7
-10.3,0.27,0.56,1.4,0.047,3.0,8.0,0.99471,3.16,0.51,11.8,6
-7.9,0.3,0.68,8.3,0.05,37.5,289.0,0.99316,3.01,0.51,12.3,7
-7.2,0.38,0.3,1.8,0.073,31.0,70.0,0.99685,3.42,0.59,9.5,6
-8.7,0.42,0.45,2.4,0.07200000000000001,32.0,59.0,0.9961700000000001,3.33,0.77,12.0,6
-7.2,0.38,0.3,1.8,0.073,31.0,70.0,0.99685,3.42,0.59,9.5,6
-6.8,0.48,0.08,1.8,0.07400000000000001,40.0,64.0,0.99529,3.12,0.49,9.6,5
-8.5,0.34,0.4,4.7,0.055,3.0,9.0,0.9973799999999999,3.38,0.66,11.6,7
-7.9,0.19,0.42,1.6,0.057,18.0,30.0,0.9940000000000001,3.29,0.69,11.2,6
-11.6,0.41,0.54,1.5,0.095,22.0,41.0,0.99735,3.02,0.76,9.9,7
-11.6,0.41,0.54,1.5,0.095,22.0,41.0,0.99735,3.02,0.76,9.9,7
-10.0,0.26,0.54,1.9,0.083,42.0,74.0,0.99451,2.98,0.63,11.8,8
-7.9,0.34,0.42,2.0,0.086,8.0,19.0,0.99546,3.35,0.6,11.4,6
-7.0,0.54,0.09,2.0,0.081,10.0,16.0,0.99479,3.43,0.59,11.5,6
-9.2,0.31,0.36,2.2,0.079,11.0,31.0,0.99615,3.33,0.86,12.0,7
-6.6,0.725,0.09,5.5,0.11699999999999999,9.0,17.0,0.99655,3.35,0.49,10.8,6
-9.4,0.4,0.47,2.5,0.087,6.0,20.0,0.99772,3.15,0.5,10.5,5
-6.6,0.725,0.09,5.5,0.11699999999999999,9.0,17.0,0.99655,3.35,0.49,10.8,6
-8.6,0.52,0.38,1.5,0.096,5.0,18.0,0.99666,3.2,0.52,9.4,5
-8.0,0.31,0.45,2.1,0.21600000000000003,5.0,16.0,0.9935799999999999,3.15,0.81,12.5,7
-8.6,0.52,0.38,1.5,0.096,5.0,18.0,0.99666,3.2,0.52,9.4,5
-8.4,0.34,0.42,2.1,0.07200000000000001,23.0,36.0,0.99392,3.11,0.78,12.4,6
-7.4,0.49,0.27,2.1,0.071,14.0,25.0,0.9938799999999999,3.35,0.63,12.0,6
-6.1,0.48,0.09,1.7,0.078,18.0,30.0,0.9940200000000001,3.45,0.54,11.2,6
-7.4,0.49,0.27,2.1,0.071,14.0,25.0,0.9938799999999999,3.35,0.63,12.0,6
-8.0,0.48,0.34,2.2,0.073,16.0,25.0,0.9936,3.28,0.66,12.4,6
-6.3,0.57,0.28,2.1,0.048,13.0,49.0,0.99374,3.41,0.6,12.8,5
-8.2,0.23,0.42,1.9,0.069,9.0,17.0,0.9937600000000001,3.21,0.54,12.3,6
-9.1,0.3,0.41,2.0,0.068,10.0,24.0,0.99523,3.27,0.85,11.7,7
-8.1,0.78,0.1,3.3,0.09,4.0,13.0,0.99855,3.36,0.49,9.5,5
-10.8,0.47,0.43,2.1,0.171,27.0,66.0,0.9982,3.17,0.76,10.8,6
-8.3,0.53,0.0,1.4,0.07,6.0,14.0,0.99593,3.25,0.64,10.0,6
-5.4,0.42,0.27,2.0,0.092,23.0,55.0,0.99471,3.78,0.64,12.3,7
-7.9,0.33,0.41,1.5,0.055999999999999994,6.0,35.0,0.9939600000000001,3.29,0.71,11.0,6
-8.9,0.24,0.39,1.6,0.07400000000000001,3.0,10.0,0.99698,3.12,0.59,9.5,6
-5.0,0.4,0.5,4.3,0.046,29.0,80.0,0.9902,3.49,0.66,13.6,6
-7.0,0.69,0.07,2.5,0.091,15.0,21.0,0.99572,3.38,0.6,11.3,6
-7.0,0.69,0.07,2.5,0.091,15.0,21.0,0.99572,3.38,0.6,11.3,6
-7.0,0.69,0.07,2.5,0.091,15.0,21.0,0.99572,3.38,0.6,11.3,6
-7.1,0.39,0.12,2.1,0.065,14.0,24.0,0.9925200000000001,3.3,0.53,13.3,6
-5.6,0.66,0.0,2.5,0.066,7.0,15.0,0.99256,3.52,0.58,12.9,5
-7.9,0.54,0.34,2.5,0.076,8.0,17.0,0.99235,3.2,0.72,13.1,8
-6.6,0.5,0.0,1.8,0.062,21.0,28.0,0.9935200000000001,3.44,0.55,12.3,6
-6.3,0.47,0.0,1.4,0.055,27.0,33.0,0.9922,3.45,0.48,12.3,6
-10.7,0.4,0.37,1.9,0.081,17.0,29.0,0.99674,3.12,0.65,11.2,6
-6.5,0.58,0.0,2.2,0.096,3.0,13.0,0.9955700000000001,3.62,0.62,11.5,4
-8.8,0.24,0.35,1.7,0.055,13.0,27.0,0.9939399999999999,3.14,0.59,11.3,7
-5.8,0.29,0.26,1.7,0.063,3.0,11.0,0.9915,3.39,0.54,13.5,6
-6.3,0.76,0.0,2.9,0.07200000000000001,26.0,52.0,0.99379,3.51,0.6,11.5,6
-10.0,0.43,0.33,2.7,0.095,28.0,89.0,0.9984,3.22,0.68,10.0,5
-10.5,0.43,0.35,3.3,0.092,24.0,70.0,0.99798,3.21,0.69,10.5,6
-9.1,0.6,0.0,1.9,0.057999999999999996,5.0,10.0,0.9977,3.18,0.63,10.4,6
-5.9,0.19,0.21,1.7,0.045,57.0,135.0,0.99341,3.32,0.44,9.5,5
-7.4,0.36,0.34,1.8,0.075,18.0,38.0,0.9933,3.38,0.88,13.6,7
-7.2,0.48,0.07,5.5,0.08900000000000001,10.0,18.0,0.99684,3.37,0.68,11.2,7
-8.5,0.28,0.35,1.7,0.061,6.0,15.0,0.99524,3.3,0.74,11.8,7
-8.0,0.25,0.43,1.7,0.067,22.0,50.0,0.9946,3.38,0.6,11.9,6
-10.4,0.52,0.45,2.0,0.08,6.0,13.0,0.99774,3.22,0.76,11.4,6
-10.4,0.52,0.45,2.0,0.08,6.0,13.0,0.99774,3.22,0.76,11.4,6
-7.5,0.41,0.15,3.7,0.10400000000000001,29.0,94.0,0.9978600000000001,3.14,0.58,9.1,5
-8.2,0.51,0.24,2.0,0.079,16.0,86.0,0.99764,3.34,0.64,9.5,6
-7.3,0.4,0.3,1.7,0.08,33.0,79.0,0.9969,3.41,0.65,9.5,6
-8.2,0.38,0.32,2.5,0.08,24.0,71.0,0.99624,3.27,0.85,11.0,6
-6.9,0.45,0.11,2.4,0.043,6.0,12.0,0.99354,3.3,0.65,11.4,6
-7.0,0.22,0.3,1.8,0.065,16.0,20.0,0.99672,3.61,0.82,10.0,6
-7.3,0.32,0.23,2.3,0.066,35.0,70.0,0.9958799999999999,3.43,0.62,10.1,5
-8.2,0.2,0.43,2.5,0.076,31.0,51.0,0.99672,3.53,0.81,10.4,6
-7.8,0.5,0.12,1.8,0.17800000000000002,6.0,21.0,0.996,3.28,0.87,9.8,6
-10.0,0.41,0.45,6.2,0.071,6.0,14.0,0.99702,3.21,0.49,11.8,7
-7.8,0.39,0.42,2.0,0.086,9.0,21.0,0.99526,3.39,0.66,11.6,6
-10.0,0.35,0.47,2.0,0.061,6.0,11.0,0.99585,3.23,0.52,12.0,6
-8.2,0.33,0.32,2.8,0.067,4.0,12.0,0.9947299999999999,3.3,0.76,12.8,7
-6.1,0.58,0.23,2.5,0.044000000000000004,16.0,70.0,0.9935200000000001,3.46,0.65,12.5,6
-8.3,0.6,0.25,2.2,0.11800000000000001,9.0,38.0,0.99616,3.15,0.53,9.8,5
-9.6,0.42,0.35,2.1,0.083,17.0,38.0,0.9962200000000001,3.23,0.66,11.1,6
-6.6,0.58,0.0,2.2,0.1,50.0,63.0,0.99544,3.59,0.68,11.4,6
-8.3,0.6,0.25,2.2,0.11800000000000001,9.0,38.0,0.99616,3.15,0.53,9.8,5
-8.5,0.18,0.51,1.75,0.071,45.0,88.0,0.99524,3.33,0.76,11.8,7
-5.1,0.51,0.18,2.1,0.042,16.0,101.0,0.9924,3.46,0.87,12.9,7
-6.7,0.41,0.43,2.8,0.076,22.0,54.0,0.99572,3.42,1.16,10.6,6
-10.2,0.41,0.43,2.2,0.11,11.0,37.0,0.9972799999999999,3.16,0.67,10.8,5
-10.6,0.36,0.57,2.3,0.087,6.0,20.0,0.9967600000000001,3.14,0.72,11.1,7
-8.8,0.45,0.43,1.4,0.076,12.0,21.0,0.99551,3.21,0.75,10.2,6
-8.5,0.32,0.42,2.3,0.075,12.0,19.0,0.99434,3.14,0.71,11.8,7
-9.0,0.785,0.24,1.7,0.078,10.0,21.0,0.99692,3.29,0.67,10.0,5
-9.0,0.785,0.24,1.7,0.078,10.0,21.0,0.99692,3.29,0.67,10.0,5
-8.5,0.44,0.5,1.9,0.369,15.0,38.0,0.99634,3.01,1.1,9.4,5
-9.9,0.54,0.26,2.0,0.111,7.0,60.0,0.9970899999999999,2.94,0.98,10.2,5
-8.2,0.33,0.39,2.5,0.07400000000000001,29.0,48.0,0.9952799999999999,3.32,0.88,12.4,7
-6.5,0.34,0.27,2.8,0.067,8.0,44.0,0.99384,3.21,0.56,12.0,6
-7.6,0.5,0.29,2.3,0.086,5.0,14.0,0.9950200000000001,3.32,0.62,11.5,6
-9.2,0.36,0.34,1.6,0.062,5.0,12.0,0.9966700000000001,3.2,0.67,10.5,6
-7.1,0.59,0.0,2.2,0.078,26.0,44.0,0.9952200000000001,3.42,0.68,10.8,6
-9.7,0.42,0.46,2.1,0.07400000000000001,5.0,16.0,0.99649,3.27,0.74,12.3,6
-7.6,0.36,0.31,1.7,0.079,26.0,65.0,0.99716,3.46,0.62,9.5,6
-7.6,0.36,0.31,1.7,0.079,26.0,65.0,0.99716,3.46,0.62,9.5,6
-6.5,0.61,0.0,2.2,0.095,48.0,59.0,0.99541,3.61,0.7,11.5,6
-6.5,0.88,0.03,5.6,0.079,23.0,47.0,0.99572,3.58,0.5,11.2,4
-7.1,0.66,0.0,2.4,0.052000000000000005,6.0,11.0,0.99318,3.35,0.66,12.7,7
-5.6,0.915,0.0,2.1,0.040999999999999995,17.0,78.0,0.99346,3.68,0.73,11.4,5
-8.2,0.35,0.33,2.4,0.076,11.0,47.0,0.9959899999999999,3.27,0.81,11.0,6
-8.2,0.35,0.33,2.4,0.076,11.0,47.0,0.9959899999999999,3.27,0.81,11.0,6
-9.8,0.39,0.43,1.65,0.068,5.0,11.0,0.9947799999999999,3.19,0.46,11.4,5
-10.2,0.4,0.4,2.5,0.068,41.0,54.0,0.99754,3.38,0.86,10.5,6
-6.8,0.66,0.07,1.6,0.07,16.0,61.0,0.99572,3.29,0.6,9.3,5
-6.7,0.64,0.23,2.1,0.08,11.0,119.0,0.9953799999999999,3.36,0.7,10.9,5
-7.0,0.43,0.3,2.0,0.085,6.0,39.0,0.99346,3.33,0.46,11.9,6
-6.6,0.8,0.03,7.8,0.079,6.0,12.0,0.9963,3.52,0.5,12.2,5
-7.0,0.43,0.3,2.0,0.085,6.0,39.0,0.99346,3.33,0.46,11.9,6
-6.7,0.64,0.23,2.1,0.08,11.0,119.0,0.9953799999999999,3.36,0.7,10.9,5
-8.8,0.955,0.05,1.8,0.075,5.0,19.0,0.99616,3.3,0.44,9.6,4
-9.1,0.4,0.57,4.6,0.08,6.0,20.0,0.9965200000000001,3.28,0.57,12.5,6
-6.5,0.885,0.0,2.3,0.166,6.0,12.0,0.99551,3.56,0.51,10.8,5
-7.2,0.25,0.37,2.5,0.063,11.0,41.0,0.99439,3.52,0.8,12.4,7
-6.4,0.885,0.0,2.3,0.166,6.0,12.0,0.99551,3.56,0.51,10.8,5
-7.0,0.745,0.12,1.8,0.114,15.0,64.0,0.9958799999999999,3.22,0.59,9.5,6
-6.2,0.43,0.22,1.8,0.078,21.0,56.0,0.9963299999999999,3.52,0.6,9.5,6
-7.9,0.58,0.23,2.3,0.076,23.0,94.0,0.9968600000000001,3.21,0.58,9.5,6
-7.7,0.57,0.21,1.5,0.069,4.0,9.0,0.9945799999999999,3.16,0.54,9.8,6
-7.7,0.26,0.26,2.0,0.052000000000000005,19.0,77.0,0.9951,3.15,0.79,10.9,6
-7.9,0.58,0.23,2.3,0.076,23.0,94.0,0.9968600000000001,3.21,0.58,9.5,6
-7.7,0.57,0.21,1.5,0.069,4.0,9.0,0.9945799999999999,3.16,0.54,9.8,6
-7.9,0.34,0.36,1.9,0.065,5.0,10.0,0.99419,3.27,0.54,11.2,7
-8.6,0.42,0.39,1.8,0.068,6.0,12.0,0.99516,3.35,0.69,11.7,8
-9.9,0.74,0.19,5.8,0.111,33.0,76.0,0.9987799999999999,3.14,0.55,9.4,5
-7.2,0.36,0.46,2.1,0.07400000000000001,24.0,44.0,0.99534,3.4,0.85,11.0,7
-7.2,0.36,0.46,2.1,0.07400000000000001,24.0,44.0,0.99534,3.4,0.85,11.0,7
-7.2,0.36,0.46,2.1,0.07400000000000001,24.0,44.0,0.99534,3.4,0.85,11.0,7
-9.9,0.72,0.55,1.7,0.136,24.0,52.0,0.9975200000000001,3.35,0.94,10.0,5
-7.2,0.36,0.46,2.1,0.07400000000000001,24.0,44.0,0.99534,3.4,0.85,11.0,7
-6.2,0.39,0.43,2.0,0.071,14.0,24.0,0.9942799999999999,3.45,0.87,11.2,7
-6.8,0.65,0.02,2.1,0.078,8.0,15.0,0.99498,3.35,0.62,10.4,6
-6.6,0.44,0.15,2.1,0.076,22.0,53.0,0.9957,3.32,0.62,9.3,5
-6.8,0.65,0.02,2.1,0.078,8.0,15.0,0.99498,3.35,0.62,10.4,6
-9.6,0.38,0.42,1.9,0.071,5.0,13.0,0.99659,3.15,0.75,10.5,6
-10.2,0.33,0.46,1.9,0.081,6.0,9.0,0.9962799999999999,3.1,0.48,10.4,6
-8.8,0.27,0.46,2.1,0.095,20.0,29.0,0.9948799999999999,3.26,0.56,11.3,6
-7.9,0.57,0.31,2.0,0.079,10.0,79.0,0.99677,3.29,0.69,9.5,6
-8.2,0.34,0.37,1.9,0.057,43.0,74.0,0.99408,3.23,0.81,12.0,6
-8.2,0.4,0.31,1.9,0.08199999999999999,8.0,24.0,0.996,3.24,0.69,10.6,6
-9.0,0.39,0.4,1.3,0.044000000000000004,25.0,50.0,0.9947799999999999,3.2,0.83,10.9,6
-10.9,0.32,0.52,1.8,0.132,17.0,44.0,0.99734,3.28,0.77,11.5,6
-10.9,0.32,0.52,1.8,0.132,17.0,44.0,0.99734,3.28,0.77,11.5,6
-8.1,0.53,0.22,2.2,0.078,33.0,89.0,0.9967799999999999,3.26,0.46,9.6,6
-10.5,0.36,0.47,2.2,0.07400000000000001,9.0,23.0,0.9963799999999999,3.23,0.76,12.0,6
-12.6,0.39,0.49,2.5,0.08,8.0,20.0,0.9992,3.07,0.82,10.3,6
-9.2,0.46,0.23,2.6,0.091,18.0,77.0,0.9992200000000001,3.15,0.51,9.4,5
-7.5,0.58,0.03,4.1,0.08,27.0,46.0,0.99592,3.02,0.47,9.2,5
-9.0,0.58,0.25,2.0,0.10400000000000001,8.0,21.0,0.99769,3.27,0.72,9.6,5
-5.1,0.42,0.0,1.8,0.044000000000000004,18.0,88.0,0.9915700000000001,3.68,0.73,13.6,7
-7.6,0.43,0.29,2.1,0.075,19.0,66.0,0.99718,3.4,0.64,9.5,5
-7.7,0.18,0.34,2.7,0.066,15.0,58.0,0.9947,3.37,0.78,11.8,6
-7.8,0.815,0.01,2.6,0.07400000000000001,48.0,90.0,0.99621,3.38,0.62,10.8,5
-7.6,0.43,0.29,2.1,0.075,19.0,66.0,0.99718,3.4,0.64,9.5,5
-10.2,0.23,0.37,2.2,0.057,14.0,36.0,0.9961399999999999,3.23,0.49,9.3,4
-7.1,0.75,0.01,2.2,0.059000000000000004,11.0,18.0,0.9924200000000001,3.39,0.4,12.8,6
-6.0,0.33,0.32,12.9,0.054000000000000006,6.0,113.0,0.99572,3.3,0.56,11.5,4
-7.8,0.55,0.0,1.7,0.07,7.0,17.0,0.99659,3.26,0.64,9.4,6
-7.1,0.75,0.01,2.2,0.059000000000000004,11.0,18.0,0.9924200000000001,3.39,0.4,12.8,6
-8.1,0.73,0.0,2.5,0.081,12.0,24.0,0.99798,3.38,0.46,9.6,4
-6.5,0.67,0.0,4.3,0.057,11.0,20.0,0.9948799999999999,3.45,0.56,11.8,4
-7.5,0.61,0.2,1.7,0.076,36.0,60.0,0.9949399999999999,3.1,0.4,9.3,5
-9.8,0.37,0.39,2.5,0.079,28.0,65.0,0.99729,3.16,0.59,9.8,5
-9.0,0.4,0.41,2.0,0.057999999999999996,15.0,40.0,0.9941399999999999,3.22,0.6,12.2,6
-8.3,0.56,0.22,2.4,0.08199999999999999,10.0,86.0,0.9983,3.37,0.62,9.5,5
-5.9,0.29,0.25,13.4,0.067,72.0,160.0,0.99721,3.33,0.54,10.3,6
-7.4,0.55,0.19,1.8,0.08199999999999999,15.0,34.0,0.99655,3.49,0.68,10.5,5
-7.4,0.74,0.07,1.7,0.086,15.0,48.0,0.9950200000000001,3.12,0.48,10.0,5
-7.4,0.55,0.19,1.8,0.08199999999999999,15.0,34.0,0.99655,3.49,0.68,10.5,5
-6.9,0.41,0.33,2.2,0.081,22.0,36.0,0.9949,3.41,0.75,11.1,6
-7.1,0.6,0.01,2.3,0.079,24.0,37.0,0.9951399999999999,3.4,0.61,10.9,6
-7.1,0.6,0.01,2.3,0.079,24.0,37.0,0.9951399999999999,3.4,0.61,10.9,6
-7.5,0.58,0.14,2.2,0.077,27.0,60.0,0.9963,3.28,0.59,9.8,5
-7.1,0.72,0.0,1.8,0.12300000000000001,6.0,14.0,0.9962700000000001,3.45,0.58,9.8,5
-7.9,0.66,0.0,1.4,0.096,6.0,13.0,0.99569,3.43,0.58,9.5,5
-7.8,0.7,0.06,1.9,0.079,20.0,35.0,0.9962799999999999,3.4,0.69,10.9,5
-6.1,0.64,0.02,2.4,0.069,26.0,46.0,0.9935799999999999,3.47,0.45,11.0,5
-7.5,0.59,0.22,1.8,0.08199999999999999,43.0,60.0,0.9949899999999999,3.1,0.42,9.2,5
-7.0,0.58,0.28,4.8,0.085,12.0,69.0,0.9963299999999999,3.32,0.7,11.0,6
-6.8,0.64,0.0,2.7,0.12300000000000001,15.0,33.0,0.9953799999999999,3.44,0.63,11.3,6
-6.8,0.64,0.0,2.7,0.12300000000000001,15.0,33.0,0.9953799999999999,3.44,0.63,11.3,6
-8.6,0.635,0.68,1.8,0.40299999999999997,19.0,56.0,0.9963200000000001,3.02,1.15,9.3,5
-6.3,1.02,0.0,2.0,0.083,17.0,24.0,0.9943700000000001,3.59,0.55,11.2,4
-9.8,0.45,0.38,2.5,0.081,34.0,66.0,0.99726,3.15,0.58,9.8,5
-8.2,0.78,0.0,2.2,0.08900000000000001,13.0,26.0,0.9978,3.37,0.46,9.6,4
-8.5,0.37,0.32,1.8,0.066,26.0,51.0,0.99456,3.38,0.72,11.8,6
-7.2,0.57,0.05,2.3,0.081,16.0,36.0,0.99564,3.38,0.6,10.3,6
-7.2,0.57,0.05,2.3,0.081,16.0,36.0,0.99564,3.38,0.6,10.3,6
-10.4,0.43,0.5,2.3,0.068,13.0,19.0,0.996,3.1,0.87,11.4,6
-6.9,0.41,0.31,2.0,0.079,21.0,51.0,0.9966799999999999,3.47,0.55,9.5,6
-5.5,0.49,0.03,1.8,0.044000000000000004,28.0,87.0,0.9908,3.5,0.82,14.0,8
-5.0,0.38,0.01,1.6,0.048,26.0,60.0,0.9908399999999999,3.7,0.75,14.0,6
-7.3,0.44,0.2,1.6,0.049,24.0,64.0,0.9935,3.38,0.57,11.7,6
-5.9,0.46,0.0,1.9,0.077,25.0,44.0,0.99385,3.5,0.53,11.2,5
-7.5,0.58,0.2,2.0,0.073,34.0,44.0,0.9949399999999999,3.1,0.43,9.3,5
-7.8,0.58,0.13,2.1,0.102,17.0,36.0,0.9944,3.24,0.53,11.2,6
-8.0,0.715,0.22,2.3,0.075,13.0,81.0,0.9968799999999999,3.24,0.54,9.5,6
-8.5,0.4,0.4,6.3,0.05,3.0,10.0,0.99566,3.28,0.56,12.0,4
-7.0,0.69,0.0,1.9,0.114,3.0,10.0,0.99636,3.35,0.6,9.7,6
-8.0,0.715,0.22,2.3,0.075,13.0,81.0,0.9968799999999999,3.24,0.54,9.5,6
-9.8,0.3,0.39,1.7,0.062,3.0,9.0,0.9948,3.14,0.57,11.5,7
-7.1,0.46,0.2,1.9,0.077,28.0,54.0,0.9956,3.37,0.64,10.4,6
-7.1,0.46,0.2,1.9,0.077,28.0,54.0,0.9956,3.37,0.64,10.4,6
-7.9,0.765,0.0,2.0,0.084,9.0,22.0,0.9961899999999999,3.33,0.68,10.9,6
-8.7,0.63,0.28,2.7,0.096,17.0,69.0,0.99734,3.26,0.63,10.2,6
-7.0,0.42,0.19,2.3,0.071,18.0,36.0,0.9947600000000001,3.39,0.56,10.9,5
-11.3,0.37,0.5,1.8,0.09,20.0,47.0,0.99734,3.15,0.57,10.5,5
-7.1,0.16,0.44,2.5,0.068,17.0,31.0,0.9932799999999999,3.35,0.54,12.4,6
-8.0,0.6,0.08,2.6,0.055999999999999994,3.0,7.0,0.9928600000000001,3.22,0.37,13.0,5
-7.0,0.6,0.3,4.5,0.068,20.0,110.0,0.9991399999999999,3.3,1.17,10.2,5
-7.0,0.6,0.3,4.5,0.068,20.0,110.0,0.9991399999999999,3.3,1.17,10.2,5
-7.6,0.74,0.0,1.9,0.1,6.0,12.0,0.99521,3.36,0.59,11.0,5
-8.2,0.635,0.1,2.1,0.073,25.0,60.0,0.9963799999999999,3.29,0.75,10.9,6
-5.9,0.395,0.13,2.4,0.055999999999999994,14.0,28.0,0.9936200000000001,3.62,0.67,12.4,6
-7.5,0.755,0.0,1.9,0.084,6.0,12.0,0.99672,3.34,0.49,9.7,4
-8.2,0.635,0.1,2.1,0.073,25.0,60.0,0.9963799999999999,3.29,0.75,10.9,6
-6.6,0.63,0.0,4.3,0.09300000000000001,51.0,77.5,0.9955799999999999,3.2,0.45,9.5,5
-6.6,0.63,0.0,4.3,0.09300000000000001,51.0,77.5,0.9955799999999999,3.2,0.45,9.5,5
-7.2,0.53,0.14,2.1,0.064,15.0,29.0,0.99323,3.35,0.61,12.1,6
-5.7,0.6,0.0,1.4,0.063,11.0,18.0,0.9919100000000001,3.45,0.56,12.2,6
-7.6,1.58,0.0,2.1,0.13699999999999998,5.0,9.0,0.9947600000000001,3.5,0.4,10.9,3
-5.2,0.645,0.0,2.15,0.08,15.0,28.0,0.99444,3.78,0.61,12.5,6
-6.7,0.86,0.07,2.0,0.1,20.0,57.0,0.99598,3.6,0.74,11.7,6
-9.1,0.37,0.32,2.1,0.064,4.0,15.0,0.9957600000000001,3.3,0.8,11.2,6
-8.0,0.28,0.44,1.8,0.081,28.0,68.0,0.9950100000000001,3.36,0.66,11.2,5
-7.6,0.79,0.21,2.3,0.087,21.0,68.0,0.9955,3.12,0.44,9.2,5
-7.5,0.61,0.26,1.9,0.073,24.0,88.0,0.9961200000000001,3.3,0.53,9.8,5
-9.7,0.69,0.32,2.5,0.08800000000000001,22.0,91.0,0.9979,3.29,0.62,10.1,5
-6.8,0.68,0.09,3.9,0.068,15.0,29.0,0.99524,3.41,0.52,11.1,4
-9.7,0.69,0.32,2.5,0.08800000000000001,22.0,91.0,0.9979,3.29,0.62,10.1,5
-7.0,0.62,0.1,1.4,0.071,27.0,63.0,0.996,3.28,0.61,9.2,5
-7.5,0.61,0.26,1.9,0.073,24.0,88.0,0.9961200000000001,3.3,0.53,9.8,5
-6.5,0.51,0.15,3.0,0.064,12.0,27.0,0.9929,3.33,0.59,12.8,6
-8.0,1.18,0.21,1.9,0.083,14.0,41.0,0.9953200000000001,3.34,0.47,10.5,5
-7.0,0.36,0.21,2.3,0.086,20.0,65.0,0.9955799999999999,3.4,0.54,10.1,6
-7.0,0.36,0.21,2.4,0.086,24.0,69.0,0.99556,3.4,0.53,10.1,6
-7.5,0.63,0.27,2.0,0.083,17.0,91.0,0.99616,3.26,0.58,9.8,6
-5.4,0.74,0.0,1.2,0.040999999999999995,16.0,46.0,0.9925799999999999,4.01,0.59,12.5,6
-9.9,0.44,0.46,2.2,0.091,10.0,41.0,0.9963799999999999,3.18,0.69,11.9,6
-7.5,0.63,0.27,2.0,0.083,17.0,91.0,0.99616,3.26,0.58,9.8,6
-9.1,0.76,0.68,1.7,0.414,18.0,64.0,0.9965200000000001,2.9,1.33,9.1,6
-9.7,0.66,0.34,2.6,0.094,12.0,88.0,0.9979600000000001,3.26,0.66,10.1,5
-5.0,0.74,0.0,1.2,0.040999999999999995,16.0,46.0,0.9925799999999999,4.01,0.59,12.5,6
-9.1,0.34,0.42,1.8,0.057999999999999996,9.0,18.0,0.99392,3.18,0.55,11.4,5
-9.1,0.36,0.39,1.8,0.06,21.0,55.0,0.99495,3.18,0.82,11.0,7
-6.7,0.46,0.24,1.7,0.077,18.0,34.0,0.9948,3.39,0.6,10.6,6
-6.7,0.46,0.24,1.7,0.077,18.0,34.0,0.9948,3.39,0.6,10.6,6
-6.7,0.46,0.24,1.7,0.077,18.0,34.0,0.9948,3.39,0.6,10.6,6
-6.7,0.46,0.24,1.7,0.077,18.0,34.0,0.9948,3.39,0.6,10.6,6
-6.5,0.52,0.11,1.8,0.073,13.0,38.0,0.9955,3.34,0.52,9.3,5
-7.4,0.6,0.26,2.1,0.083,17.0,91.0,0.99616,3.29,0.56,9.8,6
-7.4,0.6,0.26,2.1,0.083,17.0,91.0,0.99616,3.29,0.56,9.8,6
-7.8,0.87,0.26,3.8,0.107,31.0,67.0,0.9966799999999999,3.26,0.46,9.2,5
-8.4,0.39,0.1,1.7,0.075,6.0,25.0,0.9958100000000001,3.09,0.43,9.7,6
-9.1,0.775,0.22,2.2,0.079,12.0,48.0,0.9976,3.18,0.51,9.6,5
-7.2,0.835,0.0,2.0,0.166,4.0,11.0,0.99608,3.39,0.52,10.0,5
-6.6,0.58,0.02,2.4,0.069,19.0,40.0,0.99387,3.38,0.66,12.6,6
-6.0,0.5,0.0,1.4,0.057,15.0,26.0,0.9944799999999999,3.36,0.45,9.5,5
-6.0,0.5,0.0,1.4,0.057,15.0,26.0,0.9944799999999999,3.36,0.45,9.5,5
-6.0,0.5,0.0,1.4,0.057,15.0,26.0,0.9944799999999999,3.36,0.45,9.5,5
-7.5,0.51,0.02,1.7,0.084,13.0,31.0,0.9953799999999999,3.36,0.54,10.5,6
-7.5,0.51,0.02,1.7,0.084,13.0,31.0,0.9953799999999999,3.36,0.54,10.5,6
-7.5,0.51,0.02,1.7,0.084,13.0,31.0,0.9953799999999999,3.36,0.54,10.5,6
-7.6,0.54,0.02,1.7,0.085,17.0,31.0,0.9958899999999999,3.37,0.51,10.4,6
-7.5,0.51,0.02,1.7,0.084,13.0,31.0,0.9953799999999999,3.36,0.54,10.5,6
-11.5,0.42,0.48,2.6,0.077,8.0,20.0,0.9985200000000001,3.09,0.53,11.0,5
-8.2,0.44,0.24,2.3,0.063,10.0,28.0,0.99613,3.25,0.53,10.2,6
-6.1,0.59,0.01,2.1,0.055999999999999994,5.0,13.0,0.99472,3.52,0.56,11.4,5
-7.2,0.655,0.03,1.8,0.078,7.0,12.0,0.99587,3.34,0.39,9.5,5
-7.2,0.655,0.03,1.8,0.078,7.0,12.0,0.99587,3.34,0.39,9.5,5
-6.9,0.57,0.0,2.8,0.081,21.0,41.0,0.99518,3.41,0.52,10.8,5
-9.0,0.6,0.29,2.0,0.069,32.0,73.0,0.99654,3.34,0.57,10.0,5
-7.2,0.62,0.01,2.3,0.065,8.0,46.0,0.9933200000000001,3.32,0.51,11.8,6
-7.6,0.645,0.03,1.9,0.086,14.0,57.0,0.9969,3.37,0.46,10.3,5
-7.6,0.645,0.03,1.9,0.086,14.0,57.0,0.9969,3.37,0.46,10.3,5
-7.2,0.58,0.03,2.3,0.077,7.0,28.0,0.9956799999999999,3.35,0.52,10.0,5
-6.1,0.32,0.25,1.8,0.086,5.0,32.0,0.99464,3.36,0.44,10.1,5
-6.1,0.34,0.25,1.8,0.084,4.0,28.0,0.99464,3.36,0.44,10.1,5
-7.3,0.43,0.24,2.5,0.078,27.0,67.0,0.9964799999999999,3.6,0.59,11.1,6
-7.4,0.64,0.17,5.4,0.168,52.0,98.0,0.99736,3.28,0.5,9.5,5
-11.6,0.475,0.4,1.4,0.091,6.0,28.0,0.9970399999999999,3.07,0.65,10.0333333333333,6
-9.2,0.54,0.31,2.3,0.11199999999999999,11.0,38.0,0.9969899999999999,3.24,0.56,10.9,5
-8.3,0.85,0.14,2.5,0.09300000000000001,13.0,54.0,0.99724,3.36,0.54,10.1,5
-11.6,0.475,0.4,1.4,0.091,6.0,28.0,0.9970399999999999,3.07,0.65,10.0333333333333,6
-8.0,0.83,0.27,2.0,0.08,11.0,63.0,0.9965200000000001,3.29,0.48,9.8,4
-7.2,0.605,0.02,1.9,0.096,10.0,31.0,0.995,3.46,0.53,11.8,6
-7.8,0.5,0.09,2.2,0.115,10.0,42.0,0.9971,3.18,0.62,9.5,5
-7.3,0.74,0.08,1.7,0.094,10.0,45.0,0.9957600000000001,3.24,0.5,9.8,5
-6.9,0.54,0.3,2.2,0.08800000000000001,9.0,105.0,0.99725,3.25,1.18,10.5,6
-8.0,0.77,0.32,2.1,0.079,16.0,74.0,0.99656,3.27,0.5,9.8,6
-6.6,0.61,0.0,1.6,0.069,4.0,8.0,0.9939600000000001,3.33,0.37,10.4,4
-8.7,0.78,0.51,1.7,0.415,12.0,66.0,0.99623,3.0,1.17,9.2,5
-7.5,0.58,0.56,3.1,0.153,5.0,14.0,0.9947600000000001,3.21,1.03,11.6,6
-8.7,0.78,0.51,1.7,0.415,12.0,66.0,0.99623,3.0,1.17,9.2,5
-7.7,0.75,0.27,3.8,0.11,34.0,89.0,0.99664,3.24,0.45,9.3,5
-6.8,0.815,0.0,1.2,0.267,16.0,29.0,0.99471,3.32,0.51,9.8,3
-7.2,0.56,0.26,2.0,0.083,13.0,100.0,0.9958600000000001,3.26,0.52,9.9,5
-8.2,0.885,0.2,1.4,0.086,7.0,31.0,0.9946,3.11,0.46,10.0,5
-5.2,0.49,0.26,2.3,0.09,23.0,74.0,0.9953,3.71,0.62,12.2,6
-7.2,0.45,0.15,2.0,0.078,10.0,28.0,0.9960899999999999,3.29,0.51,9.9,6
-7.5,0.57,0.02,2.6,0.077,11.0,35.0,0.9955700000000001,3.36,0.62,10.8,6
-7.5,0.57,0.02,2.6,0.077,11.0,35.0,0.9955700000000001,3.36,0.62,10.8,6
-6.8,0.83,0.09,1.8,0.07400000000000001,4.0,25.0,0.99534,3.38,0.45,9.6,5
-8.0,0.6,0.22,2.1,0.08,25.0,105.0,0.99613,3.3,0.49,9.9,5
-8.0,0.6,0.22,2.1,0.08,25.0,105.0,0.99613,3.3,0.49,9.9,5
-7.1,0.755,0.15,1.8,0.107,20.0,84.0,0.99593,3.19,0.5,9.5,5
-8.0,0.81,0.25,3.4,0.076,34.0,85.0,0.9966799999999999,3.19,0.42,9.2,5
-7.4,0.64,0.07,1.8,0.1,8.0,23.0,0.9961,3.3,0.58,9.6,5
-7.4,0.64,0.07,1.8,0.1,8.0,23.0,0.9961,3.3,0.58,9.6,5
-6.6,0.64,0.31,6.1,0.083,7.0,49.0,0.99718,3.35,0.68,10.3,5
-6.7,0.48,0.02,2.2,0.08,36.0,111.0,0.99524,3.1,0.53,9.7,5
-6.0,0.49,0.0,2.3,0.068,15.0,33.0,0.99292,3.58,0.59,12.5,6
-8.0,0.64,0.22,2.4,0.094,5.0,33.0,0.9961200000000001,3.37,0.58,11.0,5
-7.1,0.62,0.06,1.3,0.07,5.0,12.0,0.9942,3.17,0.48,9.8,5
-8.0,0.52,0.25,2.0,0.078,19.0,59.0,0.9961200000000001,3.3,0.48,10.2,5
-6.4,0.57,0.14,3.9,0.07,27.0,73.0,0.99669,3.32,0.48,9.2,5
-8.6,0.685,0.1,1.6,0.092,3.0,12.0,0.99745,3.31,0.65,9.55,6
-8.7,0.675,0.1,1.6,0.09,4.0,11.0,0.99745,3.31,0.65,9.55,5
-7.3,0.59,0.26,2.0,0.08,17.0,104.0,0.99584,3.28,0.52,9.9,5
-7.0,0.6,0.12,2.2,0.083,13.0,28.0,0.9966,3.52,0.62,10.2,7
-7.2,0.67,0.0,2.2,0.068,10.0,24.0,0.9956,3.42,0.72,11.1,6
-7.9,0.69,0.21,2.1,0.08,33.0,141.0,0.9962,3.25,0.51,9.9,5
-7.9,0.69,0.21,2.1,0.08,33.0,141.0,0.9962,3.25,0.51,9.9,5
-7.6,0.3,0.42,2.0,0.052000000000000005,6.0,24.0,0.9963,3.44,0.82,11.9,6
-7.2,0.33,0.33,1.7,0.061,3.0,13.0,0.996,3.23,1.1,10.0,8
-8.0,0.5,0.39,2.6,0.08199999999999999,12.0,46.0,0.9985,3.43,0.62,10.7,6
-7.7,0.28,0.3,2.0,0.062,18.0,34.0,0.9952,3.28,0.9,11.3,7
-8.2,0.24,0.34,5.1,0.062,8.0,22.0,0.9974,3.22,0.94,10.9,6
-6.0,0.51,0.0,2.1,0.064,40.0,54.0,0.995,3.54,0.93,10.7,6
-8.1,0.29,0.36,2.2,0.048,35.0,53.0,0.995,3.27,1.01,12.4,7
-6.0,0.51,0.0,2.1,0.064,40.0,54.0,0.995,3.54,0.93,10.7,6
-6.6,0.96,0.0,1.8,0.08199999999999999,5.0,16.0,0.9936,3.5,0.44,11.9,6
-6.4,0.47,0.4,2.4,0.071,8.0,19.0,0.9963,3.56,0.73,10.6,6
-8.2,0.24,0.34,5.1,0.062,8.0,22.0,0.9974,3.22,0.94,10.9,6
-9.9,0.57,0.25,2.0,0.10400000000000001,12.0,89.0,0.9963,3.04,0.9,10.1,5
-10.0,0.32,0.59,2.2,0.077,3.0,15.0,0.9994,3.2,0.78,9.6,5
-6.2,0.58,0.0,1.6,0.065,8.0,18.0,0.9966,3.56,0.84,9.4,5
-10.0,0.32,0.59,2.2,0.077,3.0,15.0,0.9994,3.2,0.78,9.6,5
-7.3,0.34,0.33,2.5,0.064,21.0,37.0,0.9952,3.35,0.77,12.1,7
-7.8,0.53,0.01,1.6,0.077,3.0,19.0,0.995,3.16,0.46,9.8,5
-7.7,0.64,0.21,2.2,0.077,32.0,133.0,0.9956,3.27,0.45,9.9,5
-7.8,0.53,0.01,1.6,0.077,3.0,19.0,0.995,3.16,0.46,9.8,5
-7.5,0.4,0.18,1.6,0.079,24.0,58.0,0.9965,3.34,0.58,9.4,5
-7.0,0.54,0.0,2.1,0.079,39.0,55.0,0.9956,3.39,0.84,11.4,6
-6.4,0.53,0.09,3.9,0.12300000000000001,14.0,31.0,0.9968,3.5,0.67,11.0,4
-8.3,0.26,0.37,1.4,0.076,8.0,23.0,0.9974,3.26,0.7,9.6,6
-8.3,0.26,0.37,1.4,0.076,8.0,23.0,0.9974,3.26,0.7,9.6,6
-7.7,0.23,0.37,1.8,0.046,23.0,60.0,0.9971,3.41,0.71,12.1,6
-7.6,0.41,0.33,2.5,0.078,6.0,23.0,0.9957,3.3,0.58,11.2,5
-7.8,0.64,0.0,1.9,0.07200000000000001,27.0,55.0,0.9962,3.31,0.63,11.0,5
-7.9,0.18,0.4,2.2,0.049,38.0,67.0,0.996,3.33,0.93,11.3,5
-7.4,0.41,0.24,1.8,0.066,18.0,47.0,0.9956,3.37,0.62,10.4,5
-7.6,0.43,0.31,2.1,0.069,13.0,74.0,0.9958,3.26,0.54,9.9,6
-5.9,0.44,0.0,1.6,0.042,3.0,11.0,0.9944,3.48,0.85,11.7,6
-6.1,0.4,0.16,1.8,0.069,11.0,25.0,0.9955,3.42,0.74,10.1,7
-10.2,0.54,0.37,15.4,0.214,55.0,95.0,1.00369,3.18,0.77,9.0,6
-10.2,0.54,0.37,15.4,0.214,55.0,95.0,1.00369,3.18,0.77,9.0,6
-10.0,0.38,0.38,1.6,0.16899999999999998,27.0,90.0,0.9991399999999999,3.15,0.65,8.5,5
-6.8,0.915,0.29,4.8,0.07,15.0,39.0,0.99577,3.53,0.54,11.1,5
-7.0,0.59,0.0,1.7,0.052000000000000005,3.0,8.0,0.996,3.41,0.47,10.3,5
-7.3,0.67,0.02,2.2,0.07200000000000001,31.0,92.0,0.99566,3.32,0.68,11.066666666666698,6
-7.2,0.37,0.32,2.0,0.062,15.0,28.0,0.9947,3.23,0.73,11.3,7
-7.4,0.785,0.19,5.2,0.094,19.0,98.0,0.99713,3.16,0.52,9.56666666666667,6
-6.9,0.63,0.02,1.9,0.078,18.0,30.0,0.9971200000000001,3.4,0.75,9.8,5
-6.9,0.58,0.2,1.75,0.057999999999999996,8.0,22.0,0.9932200000000001,3.38,0.49,11.7,5
-7.3,0.67,0.02,2.2,0.07200000000000001,31.0,92.0,0.99566,3.32,0.68,11.1,6
-7.4,0.785,0.19,5.2,0.094,19.0,98.0,0.99713,3.16,0.52,9.6,6
-6.9,0.63,0.02,1.9,0.078,18.0,30.0,0.9971200000000001,3.4,0.75,9.8,5
-6.8,0.67,0.0,1.9,0.08,22.0,39.0,0.9970100000000001,3.4,0.74,9.7,5
-6.9,0.58,0.01,1.9,0.08,40.0,54.0,0.9968299999999999,3.4,0.73,9.7,5
-7.2,0.38,0.31,2.0,0.055999999999999994,15.0,29.0,0.99472,3.23,0.76,11.3,8
-7.2,0.37,0.32,2.0,0.062,15.0,28.0,0.9947,3.23,0.73,11.3,7
-7.8,0.32,0.44,2.7,0.10400000000000001,8.0,17.0,0.9973200000000001,3.33,0.78,11.0,7
-6.6,0.58,0.02,2.0,0.062,37.0,53.0,0.99374,3.35,0.76,11.6,7
-7.6,0.49,0.33,1.9,0.07400000000000001,27.0,85.0,0.9970600000000001,3.41,0.58,9.0,5
-11.7,0.45,0.63,2.2,0.073,7.0,23.0,0.99974,3.21,0.69,10.9,6
-6.5,0.9,0.0,1.6,0.052000000000000005,9.0,17.0,0.99467,3.5,0.63,10.9,6
-6.0,0.54,0.06,1.8,0.05,38.0,89.0,0.99236,3.3,0.5,10.55,6
-7.6,0.49,0.33,1.9,0.07400000000000001,27.0,85.0,0.9970600000000001,3.41,0.58,9.0,5
-8.4,0.29,0.4,1.7,0.067,8.0,20.0,0.99603,3.39,0.6,10.5,5
-7.9,0.2,0.35,1.7,0.054000000000000006,7.0,15.0,0.9945799999999999,3.32,0.8,11.9,7
-6.4,0.42,0.09,2.3,0.054000000000000006,34.0,64.0,0.99724,3.41,0.68,10.4,6
-6.2,0.785,0.0,2.1,0.06,6.0,13.0,0.99664,3.59,0.61,10.0,4
-6.8,0.64,0.03,2.3,0.075,14.0,31.0,0.99545,3.36,0.58,10.4,6
-6.9,0.63,0.01,2.4,0.076,14.0,39.0,0.9952200000000001,3.34,0.53,10.8,6
-6.8,0.59,0.1,1.7,0.063,34.0,53.0,0.9958,3.41,0.67,9.7,5
-6.8,0.59,0.1,1.7,0.063,34.0,53.0,0.9958,3.41,0.67,9.7,5
-7.3,0.48,0.32,2.1,0.062,31.0,54.0,0.9972799999999999,3.3,0.65,10.0,7
-6.7,1.04,0.08,2.3,0.067,19.0,32.0,0.9964799999999999,3.52,0.57,11.0,4
-7.3,0.48,0.32,2.1,0.062,31.0,54.0,0.9972799999999999,3.3,0.65,10.0,7
-7.3,0.98,0.05,2.1,0.061,20.0,49.0,0.99705,3.31,0.55,9.7,3
-10.0,0.69,0.11,1.4,0.084,8.0,24.0,0.9957799999999999,2.88,0.47,9.7,5
-6.7,0.7,0.08,3.75,0.067,8.0,16.0,0.99334,3.43,0.52,12.6,5
-7.6,0.35,0.6,2.6,0.073,23.0,44.0,0.99656,3.38,0.79,11.1,6
-6.1,0.6,0.08,1.8,0.071,14.0,45.0,0.99336,3.38,0.54,11.0,5
-9.9,0.5,0.5,13.8,0.205,48.0,82.0,1.00242,3.16,0.75,8.8,5
-5.3,0.47,0.11,2.2,0.048,16.0,89.0,0.99182,3.54,0.88,13.566666666666698,7
-9.9,0.5,0.5,13.8,0.205,48.0,82.0,1.00242,3.16,0.75,8.8,5
-5.3,0.47,0.11,2.2,0.048,16.0,89.0,0.99182,3.54,0.88,13.6,7
-7.1,0.875,0.05,5.7,0.08199999999999999,3.0,14.0,0.99808,3.4,0.52,10.2,3
-8.2,0.28,0.6,3.0,0.10400000000000001,10.0,22.0,0.99828,3.39,0.68,10.6,5
-5.6,0.62,0.03,1.5,0.08,6.0,13.0,0.99498,3.66,0.62,10.1,4
-8.2,0.28,0.6,3.0,0.10400000000000001,10.0,22.0,0.99828,3.39,0.68,10.6,5
-7.2,0.58,0.54,2.1,0.114,3.0,9.0,0.9971899999999999,3.33,0.57,10.3,4
-8.1,0.33,0.44,1.5,0.042,6.0,12.0,0.9954200000000001,3.35,0.61,10.7,5
-6.8,0.91,0.06,2.0,0.06,4.0,11.0,0.99592,3.53,0.64,10.9,4
-7.0,0.655,0.16,2.1,0.07400000000000001,8.0,25.0,0.9960600000000001,3.37,0.55,9.7,5
-6.8,0.68,0.21,2.1,0.07,9.0,23.0,0.99546,3.38,0.6,10.3,5
-6.0,0.64,0.05,1.9,0.066,9.0,17.0,0.9949600000000001,3.52,0.78,10.6,5
-5.6,0.54,0.04,1.7,0.049,5.0,13.0,0.9942,3.72,0.58,11.4,5
-6.2,0.57,0.1,2.1,0.048,4.0,11.0,0.9944799999999999,3.44,0.76,10.8,6
-7.1,0.22,0.49,1.8,0.039,8.0,18.0,0.99344,3.39,0.56,12.4,6
-5.6,0.54,0.04,1.7,0.049,5.0,13.0,0.9942,3.72,0.58,11.4,5
-6.2,0.65,0.06,1.6,0.05,6.0,18.0,0.9934799999999999,3.57,0.54,11.95,5
-7.7,0.54,0.26,1.9,0.08900000000000001,23.0,147.0,0.99636,3.26,0.59,9.7,5
-6.4,0.31,0.09,1.4,0.066,15.0,28.0,0.99459,3.42,0.7,10.0,7
-7.0,0.43,0.02,1.9,0.08,15.0,28.0,0.99492,3.35,0.81,10.6,6
-7.7,0.54,0.26,1.9,0.08900000000000001,23.0,147.0,0.99636,3.26,0.59,9.7,5
-6.9,0.74,0.03,2.3,0.054000000000000006,7.0,16.0,0.99508,3.45,0.63,11.5,6
-6.6,0.895,0.04,2.3,0.068,7.0,13.0,0.99582,3.53,0.58,10.8,6
-6.9,0.74,0.03,2.3,0.054000000000000006,7.0,16.0,0.99508,3.45,0.63,11.5,6
-7.5,0.725,0.04,1.5,0.076,8.0,15.0,0.99508,3.26,0.53,9.6,5
-7.8,0.82,0.29,4.3,0.083,21.0,64.0,0.9964200000000001,3.16,0.53,9.4,5
-7.3,0.585,0.18,2.4,0.078,15.0,60.0,0.9963799999999999,3.31,0.54,9.8,5
-6.2,0.44,0.39,2.5,0.077,6.0,14.0,0.99555,3.51,0.69,11.0,6
-7.5,0.38,0.57,2.3,0.106,5.0,12.0,0.99605,3.36,0.55,11.4,6
-6.7,0.76,0.02,1.8,0.078,6.0,12.0,0.996,3.55,0.63,9.95,3
-6.8,0.81,0.05,2.0,0.07,6.0,14.0,0.9956200000000001,3.51,0.66,10.8,6
-7.5,0.38,0.57,2.3,0.106,5.0,12.0,0.99605,3.36,0.55,11.4,6
-7.1,0.27,0.6,2.1,0.07400000000000001,17.0,25.0,0.9981399999999999,3.38,0.72,10.6,6
-7.9,0.18,0.4,1.8,0.062,7.0,20.0,0.9941,3.28,0.7,11.1,5
-6.4,0.36,0.21,2.2,0.047,26.0,48.0,0.99661,3.47,0.77,9.7,6
-7.1,0.69,0.04,2.1,0.068,19.0,27.0,0.9971200000000001,3.44,0.67,9.8,5
-6.4,0.79,0.04,2.2,0.061,11.0,17.0,0.9958799999999999,3.53,0.65,10.4,6
-6.4,0.56,0.15,1.8,0.078,17.0,65.0,0.9929399999999999,3.33,0.6,10.5,6
-6.9,0.84,0.21,4.1,0.07400000000000001,16.0,65.0,0.9984200000000001,3.53,0.72,9.23333333333333,6
-6.9,0.84,0.21,4.1,0.07400000000000001,16.0,65.0,0.9984200000000001,3.53,0.72,9.25,6
-6.1,0.32,0.25,2.3,0.071,23.0,58.0,0.9963299999999999,3.42,0.97,10.6,5
-6.5,0.53,0.06,2.0,0.063,29.0,44.0,0.9948899999999999,3.38,0.83,10.3,6
-7.4,0.47,0.46,2.2,0.114,7.0,20.0,0.9964700000000001,3.32,0.63,10.5,5
-6.6,0.7,0.08,2.6,0.106,14.0,27.0,0.99665,3.44,0.58,10.2,5
-6.5,0.53,0.06,2.0,0.063,29.0,44.0,0.9948899999999999,3.38,0.83,10.3,6
-6.9,0.48,0.2,1.9,0.08199999999999999,9.0,23.0,0.99585,3.39,0.43,9.05,4
-6.1,0.32,0.25,2.3,0.071,23.0,58.0,0.9963299999999999,3.42,0.97,10.6,5
-6.8,0.48,0.25,2.0,0.076,29.0,61.0,0.9953,3.34,0.6,10.4,5
-6.0,0.42,0.19,2.0,0.075,22.0,47.0,0.9952200000000001,3.39,0.78,10.0,6
-6.7,0.48,0.08,2.1,0.064,18.0,34.0,0.9955200000000001,3.33,0.64,9.7,5
-6.8,0.47,0.08,2.2,0.064,18.0,38.0,0.9955299999999999,3.3,0.65,9.6,6
-7.1,0.53,0.07,1.7,0.071,15.0,24.0,0.9951,3.29,0.66,10.8,6
-7.9,0.29,0.49,2.2,0.096,21.0,59.0,0.9971399999999999,3.31,0.67,10.1,6
-7.1,0.69,0.08,2.1,0.063,42.0,52.0,0.99608,3.42,0.6,10.2,6
-6.6,0.44,0.09,2.2,0.063,9.0,18.0,0.99444,3.42,0.69,11.3,6
-6.1,0.705,0.1,2.8,0.081,13.0,28.0,0.99631,3.6,0.66,10.2,5
-7.2,0.53,0.13,2.0,0.057999999999999996,18.0,22.0,0.9957299999999999,3.21,0.68,9.9,6
-8.0,0.39,0.3,1.9,0.07400000000000001,32.0,84.0,0.9971700000000001,3.39,0.61,9.0,5
-6.6,0.56,0.14,2.4,0.064,13.0,29.0,0.99397,3.42,0.62,11.7,7
-7.0,0.55,0.13,2.2,0.075,15.0,35.0,0.9959,3.36,0.59,9.7,6
-6.1,0.53,0.08,1.9,0.077,24.0,45.0,0.9952799999999999,3.6,0.68,10.3,6
-5.4,0.58,0.08,1.9,0.059000000000000004,20.0,31.0,0.99484,3.5,0.64,10.2,6
-6.2,0.64,0.09,2.5,0.081,15.0,26.0,0.9953799999999999,3.57,0.63,12.0,5
-7.2,0.39,0.32,1.8,0.065,34.0,60.0,0.9971399999999999,3.46,0.78,9.9,5
-6.2,0.52,0.08,4.4,0.071,11.0,32.0,0.99646,3.56,0.63,11.6,6
-7.4,0.25,0.29,2.2,0.054000000000000006,19.0,49.0,0.99666,3.4,0.76,10.9,7
-6.7,0.855,0.02,1.9,0.064,29.0,38.0,0.99472,3.3,0.56,10.75,6
-11.1,0.44,0.42,2.2,0.064,14.0,19.0,0.9975799999999999,3.25,0.57,10.4,6
-8.4,0.37,0.43,2.3,0.063,12.0,19.0,0.9955,3.17,0.81,11.2,7
-6.5,0.63,0.33,1.8,0.059000000000000004,16.0,28.0,0.99531,3.36,0.64,10.1,6
-7.0,0.57,0.02,2.0,0.07200000000000001,17.0,26.0,0.99575,3.36,0.61,10.2,5
-6.3,0.6,0.1,1.6,0.048,12.0,26.0,0.99306,3.55,0.51,12.1,5
-11.2,0.4,0.5,2.0,0.099,19.0,50.0,0.9978299999999999,3.1,0.58,10.4,5
-7.4,0.36,0.3,1.8,0.07400000000000001,17.0,24.0,0.99419,3.24,0.7,11.4,8
-7.1,0.68,0.0,2.3,0.087,17.0,26.0,0.9978299999999999,3.45,0.53,9.5,5
-7.1,0.67,0.0,2.3,0.083,18.0,27.0,0.9976799999999999,3.44,0.54,9.4,5
-6.3,0.68,0.01,3.7,0.10300000000000001,32.0,54.0,0.9958600000000001,3.51,0.66,11.3,6
-7.3,0.735,0.0,2.2,0.08,18.0,28.0,0.99765,3.41,0.6,9.4,5
-6.6,0.855,0.02,2.4,0.062,15.0,23.0,0.9962700000000001,3.54,0.6,11.0,6
-7.0,0.56,0.17,1.7,0.065,15.0,24.0,0.9951399999999999,3.44,0.68,10.55,7
-6.6,0.88,0.04,2.2,0.066,12.0,20.0,0.99636,3.53,0.56,9.9,5
-6.6,0.855,0.02,2.4,0.062,15.0,23.0,0.9962700000000001,3.54,0.6,11.0,6
-6.9,0.63,0.33,6.7,0.235,66.0,115.0,0.99787,3.22,0.56,9.5,5
-7.8,0.6,0.26,2.0,0.08,31.0,131.0,0.9962200000000001,3.21,0.52,9.9,5
-7.8,0.6,0.26,2.0,0.08,31.0,131.0,0.9962200000000001,3.21,0.52,9.9,5
-7.8,0.6,0.26,2.0,0.08,31.0,131.0,0.9962200000000001,3.21,0.52,9.9,5
-7.2,0.695,0.13,2.0,0.076,12.0,20.0,0.99546,3.29,0.54,10.1,5
-7.2,0.695,0.13,2.0,0.076,12.0,20.0,0.99546,3.29,0.54,10.1,5
-7.2,0.695,0.13,2.0,0.076,12.0,20.0,0.99546,3.29,0.54,10.1,5
-6.7,0.67,0.02,1.9,0.061,26.0,42.0,0.9948899999999999,3.39,0.82,10.9,6
-6.7,0.16,0.64,2.1,0.059000000000000004,24.0,52.0,0.9949399999999999,3.34,0.71,11.2,6
-7.2,0.695,0.13,2.0,0.076,12.0,20.0,0.99546,3.29,0.54,10.1,5
-7.0,0.56,0.13,1.6,0.077,25.0,42.0,0.99629,3.34,0.59,9.2,5
-6.2,0.51,0.14,1.9,0.055999999999999994,15.0,34.0,0.9939600000000001,3.48,0.57,11.5,6
-6.4,0.36,0.53,2.2,0.23,19.0,35.0,0.9934,3.37,0.93,12.4,6
-6.4,0.38,0.14,2.2,0.038,15.0,25.0,0.9951399999999999,3.44,0.65,11.1,6
-7.3,0.69,0.32,2.2,0.069,35.0,104.0,0.9963200000000001,3.33,0.51,9.5,5
-6.0,0.58,0.2,2.4,0.075,15.0,50.0,0.99467,3.58,0.67,12.5,6
-5.6,0.31,0.78,13.9,0.07400000000000001,23.0,92.0,0.99677,3.39,0.48,10.5,6
-7.5,0.52,0.4,2.2,0.06,12.0,20.0,0.99474,3.26,0.64,11.8,6
-8.0,0.3,0.63,1.6,0.081,16.0,29.0,0.9958799999999999,3.3,0.78,10.8,6
-6.2,0.7,0.15,5.1,0.076,13.0,27.0,0.9962200000000001,3.54,0.6,11.9,6
-6.8,0.67,0.15,1.8,0.11800000000000001,13.0,20.0,0.9954,3.42,0.67,11.3,6
-6.2,0.56,0.09,1.7,0.053,24.0,32.0,0.9940200000000001,3.54,0.6,11.3,5
-7.4,0.35,0.33,2.4,0.068,9.0,26.0,0.9947,3.36,0.6,11.9,6
-6.2,0.56,0.09,1.7,0.053,24.0,32.0,0.9940200000000001,3.54,0.6,11.3,5
-6.1,0.715,0.1,2.6,0.053,13.0,27.0,0.9936200000000001,3.57,0.5,11.9,5
-6.2,0.46,0.29,2.1,0.07400000000000001,32.0,98.0,0.9957799999999999,3.33,0.62,9.8,5
-6.7,0.32,0.44,2.4,0.061,24.0,34.0,0.99484,3.29,0.8,11.6,7
-7.2,0.39,0.44,2.6,0.066,22.0,48.0,0.9949399999999999,3.3,0.84,11.5,6
-7.5,0.31,0.41,2.4,0.065,34.0,60.0,0.99492,3.34,0.85,11.4,6
-5.8,0.61,0.11,1.8,0.066,18.0,28.0,0.9948299999999999,3.55,0.66,10.9,6
-7.2,0.66,0.33,2.5,0.068,34.0,102.0,0.9941399999999999,3.27,0.78,12.8,6
-6.6,0.725,0.2,7.8,0.073,29.0,79.0,0.9977,3.29,0.54,9.2,5
-6.3,0.55,0.15,1.8,0.077,26.0,35.0,0.9931399999999999,3.32,0.82,11.6,6
-5.4,0.74,0.09,1.7,0.08900000000000001,16.0,26.0,0.9940200000000001,3.67,0.56,11.6,6
-6.3,0.51,0.13,2.3,0.076,29.0,40.0,0.99574,3.42,0.75,11.0,6
-6.8,0.62,0.08,1.9,0.068,28.0,38.0,0.99651,3.42,0.82,9.5,6
-6.2,0.6,0.08,2.0,0.09,32.0,44.0,0.9949,3.45,0.58,10.5,5
-5.9,0.55,0.1,2.2,0.062,39.0,51.0,0.9951200000000001,3.52,0.76,11.2,6
-6.3,0.51,0.13,2.3,0.076,29.0,40.0,0.99574,3.42,0.75,11.0,6
-5.9,0.645,0.12,2.0,0.075,32.0,44.0,0.9954700000000001,3.57,0.71,10.2,5
-6.0,0.31,0.47,3.6,0.067,18.0,42.0,0.99549,3.39,0.66,11.0,6