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Zmiana numaracji materiałów do laboratoriów

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Paweł Skórzewski 2022-11-03 15:43:18 +01:00
parent 9e4320bba7
commit f5a3c13824
1 changed files with 111 additions and 24 deletions
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lab/03_Reprezentacja_danych.ipynb → lab/04_Reprezentacja_danych.ipynb
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@ -9,7 +9,7 @@
},
"source": [
"### Uczenie maszynowe — laboratoria\n",
"# 3. Reprezentacja danych"
"# 4. Reprezentacja danych"
]
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@ -28,7 +28,7 @@
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@ -530,7 +530,7 @@
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@ -598,18 +598,105 @@
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{
"ename": "NameError",
"evalue": "name 'pandas' is not defined",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
"Cell \u001b[0;32mIn [14], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m alldata_2 \u001b[39m=\u001b[39m pandas\u001b[39m.\u001b[39mget_dummies(alldata_2, columns\u001b[39m=\u001b[39m[\u001b[39m\"\u001b[39m\u001b[39mTyp zabudowy\u001b[39m\u001b[39m\"\u001b[39m, \u001b[39m\"\u001b[39m\u001b[39mMateriał budynku\u001b[39m\u001b[39m\"\u001b[39m])\n\u001b[1;32m 3\u001b[0m \u001b[39mprint\u001b[39m(alldata_2)\n",
"\u001b[0;31mNameError\u001b[0m: name 'pandas' is not defined"
"name": "stdout",
"output_type": "stream",
"text": [
" cena Powierzchnia w m2 Liczba pokoi Garaż Liczba pięter w budynku \\\n",
"0 290386 46 2 0 5.0 \n",
"1 450000 59 2 0 3.0 \n",
"2 375000 79 3 0 16.0 \n",
"3 400000 63 3 1 2.0 \n",
"13 450000 64 3 0 4.0 \n",
"... ... ... ... ... ... \n",
"4909 141300 46 2 0 1.0 \n",
"4917 710000 120 4 1 1.0 \n",
"4918 858000 120 5 0 3.0 \n",
"4920 399000 69 3 0 2.0 \n",
"4937 127900 36 2 0 2.0 \n",
"\n",
" Piętro Rok budowy opis \\\n",
"0 0.0 2017.0 Polecam mieszkanie 2 pokojowe o metrażu 46,68 ... \n",
"1 2.0 1902.0 Ekskluzywna oferta - tylko u nas! Projekt arch... \n",
"2 5.0 1990.0 Polecam do kupna przestronne mieszkanie trzypo... \n",
"3 2.0 2009.0 Dla rodziny albo pod wynajem. Świetna lokaliza... \n",
"13 2.0 1992.0 Witam,Mam na imię Jędrzej i w biurze Platan po... \n",
"... ... ... ... \n",
"4909 0.0 2014.0 !!! Apartamenty w Lusówku oddawane w stanie de... \n",
"4917 0.0 2013.0 Sprzedam lokal mieszkalny odrębna własność w b... \n",
"4918 3.0 1993.0 Polecam do kupna mieszkanie 5 pokojowe o pow. ... \n",
"4920 1.0 2008.0 Przestronne mieszkanie z pięknym widokiem!Dwup... \n",
"4937 2.0 2018.0 Sprzedaż nowego mieszkania w FAŁKOWIE - Osiedl... \n",
"\n",
" Typ zabudowy_apartamentowiec Typ zabudowy_blok \\\n",
"0 1 0 \n",
"1 0 0 \n",
"2 0 1 \n",
"3 0 1 \n",
"13 0 1 \n",
"... ... ... \n",
"4909 1 0 \n",
"4917 0 0 \n",
"4918 0 1 \n",
"4920 0 0 \n",
"4937 0 0 \n",
"\n",
" Typ zabudowy_dom wielorodzinny/szeregowiec Typ zabudowy_kamienica \\\n",
"0 0 0 \n",
"1 0 1 \n",
"2 0 0 \n",
"3 0 0 \n",
"13 0 0 \n",
"... ... ... \n",
"4909 0 0 \n",
"4917 1 0 \n",
"4918 0 0 \n",
"4920 1 0 \n",
"4937 1 0 \n",
"\n",
" Typ zabudowy_plomba Materiał budynku_beton Materiał budynku_cegła \\\n",
"0 0 0 1 \n",
"1 0 0 1 \n",
"2 0 0 0 \n",
"3 0 0 1 \n",
"13 0 0 1 \n",
"... ... ... ... \n",
"4909 0 0 1 \n",
"4917 0 0 1 \n",
"4918 0 0 1 \n",
"4920 0 0 1 \n",
"4937 0 0 1 \n",
"\n",
" Materiał budynku_inne Materiał budynku_pustak Materiał budynku_płyta \\\n",
"0 0 0 0 \n",
"1 0 0 0 \n",
"2 0 0 1 \n",
"3 0 0 0 \n",
"13 0 0 0 \n",
"... ... ... ... \n",
"4909 0 0 0 \n",
"4917 0 0 0 \n",
"4918 0 0 0 \n",
"4920 0 0 0 \n",
"4937 0 0 0 \n",
"\n",
" Materiał budynku_silikat \n",
"0 0 \n",
"1 0 \n",
"2 0 \n",
"3 0 \n",
"13 0 \n",
"... ... \n",
"4909 0 \n",
"4917 0 \n",
"4918 0 \n",
"4920 0 \n",
"4937 0 \n",
"\n",
"[888 rows x 19 columns]\n"
]
}
],
@ -665,7 +752,7 @@
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{