{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "17ca2acb", "metadata": { "collapsed": true, "jupyter": { "outputs_hidden": true }, "tags": [], "ExecuteTime": { "end_time": "2023-11-16T16:20:49.426349Z", "start_time": "2023-11-16T16:20:16.117316Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data for year 2012:\n", " MSID MSName ZSID ZSName Achse \\\n", "0 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "1 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "2 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "3 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "4 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "\n", " HNr Hoehe EKoord NKoord Richtung Knummer \\\n", "0 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "1 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "2 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "3 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "4 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "\n", " Kname AnzDetektoren D1ID D2ID D3ID \\\n", "0 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "1 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "2 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "3 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "4 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "\n", " D4ID MessungDatZeit LieferDat AnzFahrzeuge AnzFahrzeugeStatus \n", "0 Unbekannt 2012-01-01T00:00:00 2021-02-03 NaN Fehlend \n", "1 Unbekannt 2012-01-01T01:00:00 2021-02-03 256.0 Gemessen \n", "2 Unbekannt 2012-01-01T02:00:00 2021-02-03 186.0 Gemessen \n", "3 Unbekannt 2012-01-01T03:00:00 2021-02-03 142.0 Gemessen \n", "4 Unbekannt 2012-01-01T04:00:00 2021-02-03 116.0 Gemessen \n", "Data for year 2013:\n", " MSID MSName ZSID ZSName Achse \\\n", "0 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "1 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "2 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "3 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "4 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "\n", " HNr Hoehe EKoord NKoord Richtung Knummer \\\n", "0 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "1 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "2 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "3 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "4 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "\n", " Kname AnzDetektoren D1ID D2ID D3ID \\\n", "0 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "1 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "2 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "3 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "4 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "\n", " D4ID MessungDatZeit LieferDat AnzFahrzeuge AnzFahrzeugeStatus \n", "0 Unbekannt 2013-01-01T00:00:00 2021-02-03 224.0 Gemessen \n", "1 Unbekannt 2013-01-01T01:00:00 2021-02-03 547.0 Gemessen \n", "2 Unbekannt 2013-01-01T02:00:00 2021-02-03 249.0 Gemessen \n", "3 Unbekannt 2013-01-01T03:00:00 2021-02-03 123.0 Gemessen \n", "4 Unbekannt 2013-01-01T04:00:00 2021-02-03 95.0 Gemessen \n", "Data for year 2014:\n", " MSID MSName ZSID ZSName Achse \\\n", "0 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "1 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "2 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "3 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "4 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "\n", " HNr Hoehe EKoord NKoord Richtung Knummer \\\n", "0 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "1 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "2 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "3 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "4 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "\n", " Kname AnzDetektoren D1ID D2ID D3ID \\\n", "0 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "1 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "2 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "3 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "4 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "\n", " D4ID MessungDatZeit LieferDat AnzFahrzeuge AnzFahrzeugeStatus \n", "0 Unbekannt 2014-01-01T00:00:00 2021-02-03 229.0 Gemessen \n", "1 Unbekannt 2014-01-01T01:00:00 2021-02-03 441.0 Gemessen \n", "2 Unbekannt 2014-01-01T02:00:00 2021-02-03 195.0 Gemessen \n", "3 Unbekannt 2014-01-01T03:00:00 2021-02-03 142.0 Gemessen \n", "4 Unbekannt 2014-01-01T04:00:00 2021-02-03 98.0 Gemessen \n", "Data for year 2015:\n", " MSID MSName ZSID ZSName Achse \\\n", "0 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "1 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "2 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "3 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "4 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "\n", " HNr Hoehe EKoord NKoord Richtung Knummer \\\n", "0 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "1 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "2 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "3 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "4 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "\n", " Kname AnzDetektoren D1ID D2ID D3ID \\\n", "0 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "1 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "2 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "3 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "4 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "\n", " D4ID MessungDatZeit LieferDat AnzFahrzeuge AnzFahrzeugeStatus \n", "0 Unbekannt 2015-01-01T00:00:00 2021-02-03 228.0 Gemessen \n", "1 Unbekannt 2015-01-01T01:00:00 2021-02-03 338.0 Gemessen \n", "2 Unbekannt 2015-01-01T02:00:00 2021-02-03 170.0 Gemessen \n", "3 Unbekannt 2015-01-01T03:00:00 2021-02-03 120.0 Gemessen \n", "4 Unbekannt 2015-01-01T04:00:00 2021-02-03 84.0 Gemessen \n", "Data for year 2016:\n", " MSID MSName ZSID ZSName Achse \\\n", "0 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "1 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "2 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "3 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "4 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "\n", " HNr Hoehe EKoord NKoord Richtung Knummer \\\n", "0 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "1 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "2 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "3 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "4 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "\n", " Kname AnzDetektoren D1ID D2ID D3ID \\\n", "0 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "1 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "2 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "3 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "4 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "\n", " D4ID MessungDatZeit LieferDat AnzFahrzeuge AnzFahrzeugeStatus \n", "0 Unbekannt 2016-01-01T00:00:00 2021-02-03 236.0 Gemessen \n", "1 Unbekannt 2016-01-01T01:00:00 2021-02-03 335.0 Gemessen \n", "2 Unbekannt 2016-01-01T02:00:00 2021-02-03 213.0 Gemessen \n", "3 Unbekannt 2016-01-01T03:00:00 2021-02-03 112.0 Gemessen \n", "4 Unbekannt 2016-01-01T04:00:00 2021-02-03 80.0 Gemessen \n", "File not found for year 2017: datasets/sid_dav_verkehrszaehlung_miv_OD2031_2017.csv\n", "File not found for year 2018: datasets/sid_dav_verkehrszaehlung_miv_OD2031_2018.csv\n", "File not found for year 2019: datasets/sid_dav_verkehrszaehlung_miv_OD2031_2019.csv\n", "File not found for year 2020: datasets/sid_dav_verkehrszaehlung_miv_OD2031_2020.csv\n", "Data for year 2021:\n", " MSID MSName ZSID ZSName Achse \\\n", "0 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "1 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "2 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "3 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "4 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "\n", " HNr Hoehe EKoord NKoord Richtung Knummer \\\n", "0 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "1 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "2 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "3 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "4 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "\n", " Kname AnzDetektoren D1ID D2ID D3ID \\\n", "0 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "1 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "2 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "3 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "4 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "\n", " D4ID MessungDatZeit LieferDat AnzFahrzeuge AnzFahrzeugeStatus \n", "0 Unbekannt 2021-01-01T00:00:00 2021-12-30 122.0 Gemessen \n", "1 Unbekannt 2021-01-01T01:00:00 2021-12-30 177.0 Gemessen \n", "2 Unbekannt 2021-01-01T02:00:00 2021-12-30 125.0 Gemessen \n", "3 Unbekannt 2021-01-01T03:00:00 2021-12-30 84.0 Gemessen \n", "4 Unbekannt 2021-01-01T04:00:00 2021-12-30 49.0 Gemessen \n", "Data for year 2022:\n", " MSID MSName ZSID ZSName Achse \\\n", "0 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "1 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "2 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "3 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "4 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n", "\n", " HNr Hoehe EKoord NKoord Richtung Knummer \\\n", "0 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "1 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "2 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "3 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "4 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n", "\n", " Kname AnzDetektoren D1ID D2ID D3ID \\\n", "0 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "1 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "2 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "3 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "4 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n", "\n", " D4ID MessungDatZeit LieferDat AnzFahrzeuge AnzFahrzeugeStatus \n", "0 Unbekannt 2022-01-01T00:00:00 2022-12-30 166.0 Gemessen \n", "1 Unbekannt 2022-01-01T01:00:00 2022-12-30 255.0 Gemessen \n", "2 Unbekannt 2022-01-01T02:00:00 2022-12-30 168.0 Gemessen \n", "3 Unbekannt 2022-01-01T03:00:00 2022-12-30 96.0 Gemessen \n", "4 Unbekannt 2022-01-01T04:00:00 2022-12-30 63.0 Gemessen \n" ] } ], "source": [ "import pandas as pd\n", "import requests\n", "from io import StringIO\n", "import csv\n", "import os\n", "\n", "tables_dict = {}\n", "pd.set_option(\"display.max_columns\", None)\n", "data_dir = 'datasets/'\n", "\n", "for year in range(2012, 2023):\n", " file_name = f'sid_dav_verkehrszaehlung_miv_OD2031_{year}.csv'\n", " file_path = os.path.join(data_dir, file_name)\n", "\n", " if os.path.exists(file_path):\n", " df = pd.read_csv(file_path, low_memory=False)\n", "\n", " table_key = f\"miv_{year}\"\n", " tables_dict[table_key] = df\n", "\n", " print(f\"Data for year {year}:\")\n", " print(df.head())\n", " else:\n", " print(f\"File not found for year {year}: {file_path}\")" ] }, { "cell_type": "code", "execution_count": 17, "id": "8c86b235", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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AccidentUIDAccidentTypeAccidentType_deAccidentType_frAccidentType_itAccidentType_enAccidentSeverityCategoryAccidentSeverityCategory_deAccidentSeverityCategory_frAccidentSeverityCategory_itAccidentSeverityCategory_enAccidentInvolvingPedestrianAccidentInvolvingBicycleAccidentInvolvingMotorcycleRoadTypeRoadType_deRoadType_frRoadType_itRoadType_enAccidentLocation_CHLV95_EAccidentLocation_CHLV95_NCantonCodeMunicipalityCodeAccidentYearAccidentMonthAccidentMonth_deAccidentMonth_frAccidentMonth_itAccidentMonth_enAccidentWeekDayAccidentWeekDay_deAccidentWeekDay_frAccidentWeekDay_itAccidentWeekDay_enAccidentHourAccidentHour_text
0A2D2677533867004E0430A865E337004at0Schleuder- oder Selbstunfalldérapage ou perte de maîtriseIncidente di sbandamento o per colpa propriaAccident with skidding or self-accidentas4Unfall mit Sachschadenaccident avec dommages matérielsIncidente con danni materialiAccident with property damageFalseFalseFalsert433Nebenstrasseroute secondaireStrada secondariaMinor road26846051245194ZH26120111JanuarjanvierGennaioJanuaryaw406SamstagsamediSabatoSaturday000h-01h
19FD6441F802C20A6E0430A865E3320A6at0Schleuder- oder Selbstunfalldérapage ou perte de maîtriseIncidente di sbandamento o per colpa propriaAccident with skidding or self-accidentas3Unfall mit Leichtverletztenaccident avec blessés légersIncidente con feriti leggeriAccident with light injuriesFalseTrueFalsert433Nebenstrasseroute secondaireStrada secondariaMinor road26823821246980ZH26120111JanuarjanvierGennaioJanuaryaw406SamstagsamediSabatoSaturday101h-02h
29FDA0DC4856A6094E0430A865E336094at0Schleuder- oder Selbstunfalldérapage ou perte de maîtriseIncidente di sbandamento o per colpa propriaAccident with skidding or self-accidentas4Unfall mit Sachschadenaccident avec dommages matérielsIncidente con danni materialiAccident with property damageFalseFalseFalsert439andereautreAltroOther26827911247749ZH26120111JanuarjanvierGennaioJanuaryaw406SamstagsamediSabatoSaturday202h-03h
3A3B66E42396E6000E0430A865E336000at5Überqueren der Fahrbahnaccident en traversant une routeIncidente nell'attraversare la carreggiataAccident when crossing the lane(s)as3Unfall mit Leichtverletztenaccident avec blessés légersIncidente con feriti leggeriAccident with light injuriesFalseFalseFalsert433Nebenstrasseroute secondaireStrada secondariaMinor road26811991247102ZH26120111JanuarjanvierGennaioJanuaryaw406SamstagsamediSabatoSaturday202h-03h
49FDA0DBE8CCE9096E0430A865E339096at0Schleuder- oder Selbstunfalldérapage ou perte de maîtriseIncidente di sbandamento o per colpa propriaAccident with skidding or self-accidentas4Unfall mit Sachschadenaccident avec dommages matérielsIncidente con danni materialiAccident with property damageFalseFalseFalsert433Nebenstrasseroute secondaireStrada secondariaMinor road26824791250690ZH26120111JanuarjanvierGennaioJanuaryaw406SamstagsamediSabatoSaturday303h-04h
\n", "
" ], "text/plain": [ " AccidentUID AccidentType \\\n", "0 A2D2677533867004E0430A865E337004 at0 \n", "1 9FD6441F802C20A6E0430A865E3320A6 at0 \n", "2 9FDA0DC4856A6094E0430A865E336094 at0 \n", "3 A3B66E42396E6000E0430A865E336000 at5 \n", "4 9FDA0DBE8CCE9096E0430A865E339096 at0 \n", "\n", " AccidentType_de AccidentType_fr \\\n", "0 Schleuder- oder Selbstunfall dérapage ou perte de maîtrise \n", "1 Schleuder- oder Selbstunfall dérapage ou perte de maîtrise \n", "2 Schleuder- oder Selbstunfall dérapage ou perte de maîtrise \n", "3 Überqueren der Fahrbahn accident en traversant une route \n", "4 Schleuder- oder Selbstunfall dérapage ou perte de maîtrise \n", "\n", " AccidentType_it \\\n", "0 Incidente di sbandamento o per colpa propria \n", "1 Incidente di sbandamento o per colpa propria \n", "2 Incidente di sbandamento o per colpa propria \n", "3 Incidente nell'attraversare la carreggiata \n", "4 Incidente di sbandamento o per colpa propria \n", "\n", " AccidentType_en AccidentSeverityCategory \\\n", "0 Accident with skidding or self-accident as4 \n", "1 Accident with skidding or self-accident as3 \n", "2 Accident with skidding or self-accident as4 \n", "3 Accident when crossing the lane(s) as3 \n", "4 Accident with skidding or self-accident as4 \n", "\n", " AccidentSeverityCategory_de AccidentSeverityCategory_fr \\\n", "0 Unfall mit Sachschaden accident avec dommages matériels \n", "1 Unfall mit Leichtverletzten accident avec blessés légers \n", "2 Unfall mit Sachschaden accident avec dommages matériels \n", "3 Unfall mit Leichtverletzten accident avec blessés légers \n", "4 Unfall mit Sachschaden accident avec dommages matériels \n", "\n", " AccidentSeverityCategory_it AccidentSeverityCategory_en \\\n", "0 Incidente con danni materiali Accident with property damage \n", "1 Incidente con feriti leggeri Accident with light injuries \n", "2 Incidente con danni materiali Accident with property damage \n", "3 Incidente con feriti leggeri Accident with light injuries \n", "4 Incidente con danni materiali Accident with property damage \n", "\n", " AccidentInvolvingPedestrian AccidentInvolvingBicycle \\\n", "0 False False \n", "1 False True \n", "2 False False \n", "3 False False \n", "4 False False \n", "\n", " AccidentInvolvingMotorcycle RoadType RoadType_de RoadType_fr \\\n", "0 False rt433 Nebenstrasse route secondaire \n", "1 False rt433 Nebenstrasse route secondaire \n", "2 False rt439 andere autre \n", "3 False rt433 Nebenstrasse route secondaire \n", "4 False rt433 Nebenstrasse route secondaire \n", "\n", " RoadType_it RoadType_en AccidentLocation_CHLV95_E \\\n", "0 Strada secondaria Minor road 2684605 \n", "1 Strada secondaria Minor road 2682382 \n", "2 Altro Other 2682791 \n", "3 Strada secondaria Minor road 2681199 \n", "4 Strada secondaria Minor road 2682479 \n", "\n", " AccidentLocation_CHLV95_N CantonCode MunicipalityCode AccidentYear \\\n", "0 1245194 ZH 261 2011 \n", "1 1246980 ZH 261 2011 \n", "2 1247749 ZH 261 2011 \n", "3 1247102 ZH 261 2011 \n", "4 1250690 ZH 261 2011 \n", "\n", " AccidentMonth AccidentMonth_de AccidentMonth_fr AccidentMonth_it \\\n", "0 1 Januar janvier Gennaio \n", "1 1 Januar janvier Gennaio \n", "2 1 Januar janvier Gennaio \n", "3 1 Januar janvier Gennaio \n", "4 1 Januar janvier Gennaio \n", "\n", " AccidentMonth_en AccidentWeekDay AccidentWeekDay_de AccidentWeekDay_fr \\\n", "0 January aw406 Samstag samedi \n", "1 January aw406 Samstag samedi \n", "2 January aw406 Samstag samedi \n", "3 January aw406 Samstag samedi \n", "4 January aw406 Samstag samedi \n", "\n", " AccidentWeekDay_it AccidentWeekDay_en AccidentHour AccidentHour_text \n", "0 Sabato Saturday 0 00h-01h \n", "1 Sabato Saturday 1 01h-02h \n", "2 Sabato Saturday 2 02h-03h \n", "3 Sabato Saturday 2 02h-03h \n", "4 Sabato Saturday 3 03h-04h " ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "application/javascript": [ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 17;\n", " var nbb_unformatted_code = \"\\n\\naloc_file_path = \\\"/home/slnopriv/projects/db23-data-exploration/data/RoadTrafficAccidentLocations.csv\\\"\\nalocs = pd.read_csv(file_path, low_memory=False)\\n\\nalocs.head()\";\n", " var nbb_formatted_code = \"aloc_file_path = \\\"/home/slnopriv/projects/db23-data-exploration/data/RoadTrafficAccidentLocations.csv\\\"\\nalocs = pd.read_csv(file_path, low_memory=False)\\n\\nalocs.head()\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", " nbb_cells[i].set_text(nbb_formatted_code);\n", " }\n", " break;\n", " }\n", " }\n", " }, 500);\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "aloc_file_path = \"/home/slnopriv/projects/db23-data-exploration/data/RoadTrafficAccidentLocations.csv\"\n", "alocs = pd.read_csv(file_path, low_memory=False)\n", "\n", "alocs.head()" ] }, { "cell_type": "code", "execution_count": 11, "id": "f6941bd7", "metadata": {}, "outputs": [ { "data": { "application/javascript": [ "\n", " setTimeout(function() {\n", " var nbb_cell_id = 11;\n", " var nbb_unformatted_code = \"%load_ext nb_black\";\n", " var nbb_formatted_code = \"%load_ext nb_black\";\n", " var nbb_cells = Jupyter.notebook.get_cells();\n", " for (var i = 0; i < nbb_cells.length; ++i) {\n", " if (nbb_cells[i].input_prompt_number == nbb_cell_id) {\n", " if (nbb_cells[i].get_text() == nbb_unformatted_code) {\n", " nbb_cells[i].set_text(nbb_formatted_code);\n", " }\n", " break;\n", " }\n", " }\n", " }, 500);\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%load_ext nb_black" ] }, { "cell_type": "code", "execution_count": 25, "id": "808aa85f-fc18-4fca-8268-40f2ecc777e8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CSV file downloaded successfully.\n" ] } ], "source": [ "# Specify the URL of the CSV file\n", "csv_file_url = 'https://data.stadt-zuerich.ch/dataset/sid_dav_verkehrszaehlung_miv_od2031/download/sid_dav_verkehrszaehlung_miv_OD2031_2020.csv'\n", "csv_rtal = 'https://data.stadt-zuerich.ch/dataset/sid_dav_strassenverkehrsunfallorte/download/RoadTrafficAccidentLocations.csv'\n", "# Send an HTTP GET request\n", "response = requests.get(csv_rtal)\n", "\n", "# Check the response status\n", "if response.status_code == 200:\n", " # Save the CSV content to a local file\n", " with open('local_file2.csv', 'wb') as local_file:\n", " local_file.write(response.content)\n", " print(\"CSV file downloaded successfully.\")\n", "else:\n", " print(f\"Failed to download data. Status code: {response.status_code}\")\n", "\n", "accidents_file_path = os.path.join(data_dir)\n" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.13" } }, "nbformat": 4, "nbformat_minor": 5 }