744 lines
37 KiB
Plaintext
Executable File
744 lines
37 KiB
Plaintext
Executable File
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"id": "17ca2acb",
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"metadata": {
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"collapsed": true,
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"jupyter": {
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"outputs_hidden": true
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},
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"tags": [],
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"ExecuteTime": {
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"end_time": "2023-11-16T16:20:49.426349Z",
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"start_time": "2023-11-16T16:20:16.117316Z"
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}
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Data for year 2012:\n",
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" MSID MSName ZSID ZSName Achse \\\n",
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"0 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"1 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"2 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"3 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"4 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"\n",
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" HNr Hoehe EKoord NKoord Richtung Knummer \\\n",
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"0 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"1 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"2 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"3 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"4 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"\n",
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" Kname AnzDetektoren D1ID D2ID D3ID \\\n",
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"0 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"1 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"2 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"3 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"4 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"\n",
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" D4ID MessungDatZeit LieferDat AnzFahrzeuge AnzFahrzeugeStatus \n",
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"0 Unbekannt 2012-01-01T00:00:00 2021-02-03 NaN Fehlend \n",
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"1 Unbekannt 2012-01-01T01:00:00 2021-02-03 256.0 Gemessen \n",
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"2 Unbekannt 2012-01-01T02:00:00 2021-02-03 186.0 Gemessen \n",
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"3 Unbekannt 2012-01-01T03:00:00 2021-02-03 142.0 Gemessen \n",
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"4 Unbekannt 2012-01-01T04:00:00 2021-02-03 116.0 Gemessen \n",
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"Data for year 2013:\n",
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" MSID MSName ZSID ZSName Achse \\\n",
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"0 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"1 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"2 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"3 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"4 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"\n",
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" HNr Hoehe EKoord NKoord Richtung Knummer \\\n",
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"0 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"1 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"2 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"3 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"4 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"\n",
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" Kname AnzDetektoren D1ID D2ID D3ID \\\n",
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"0 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"1 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"2 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"3 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"4 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"\n",
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" D4ID MessungDatZeit LieferDat AnzFahrzeuge AnzFahrzeugeStatus \n",
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"0 Unbekannt 2013-01-01T00:00:00 2021-02-03 224.0 Gemessen \n",
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"1 Unbekannt 2013-01-01T01:00:00 2021-02-03 547.0 Gemessen \n",
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"2 Unbekannt 2013-01-01T02:00:00 2021-02-03 249.0 Gemessen \n",
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"3 Unbekannt 2013-01-01T03:00:00 2021-02-03 123.0 Gemessen \n",
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"4 Unbekannt 2013-01-01T04:00:00 2021-02-03 95.0 Gemessen \n",
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"Data for year 2014:\n",
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" MSID MSName ZSID ZSName Achse \\\n",
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"0 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"1 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"2 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"3 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"4 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"\n",
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" HNr Hoehe EKoord NKoord Richtung Knummer \\\n",
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"0 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"1 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"2 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"3 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"4 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"\n",
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" Kname AnzDetektoren D1ID D2ID D3ID \\\n",
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"0 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"1 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"2 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"3 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"4 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"\n",
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" D4ID MessungDatZeit LieferDat AnzFahrzeuge AnzFahrzeugeStatus \n",
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"0 Unbekannt 2014-01-01T00:00:00 2021-02-03 229.0 Gemessen \n",
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"1 Unbekannt 2014-01-01T01:00:00 2021-02-03 441.0 Gemessen \n",
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"2 Unbekannt 2014-01-01T02:00:00 2021-02-03 195.0 Gemessen \n",
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"3 Unbekannt 2014-01-01T03:00:00 2021-02-03 142.0 Gemessen \n",
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"4 Unbekannt 2014-01-01T04:00:00 2021-02-03 98.0 Gemessen \n",
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"Data for year 2015:\n",
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" MSID MSName ZSID ZSName Achse \\\n",
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"0 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"1 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"2 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"3 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"4 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"\n",
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" HNr Hoehe EKoord NKoord Richtung Knummer \\\n",
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"0 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"1 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"2 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"3 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"4 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"\n",
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" Kname AnzDetektoren D1ID D2ID D3ID \\\n",
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"0 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"1 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"2 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"3 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"4 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"\n",
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" D4ID MessungDatZeit LieferDat AnzFahrzeuge AnzFahrzeugeStatus \n",
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"0 Unbekannt 2015-01-01T00:00:00 2021-02-03 228.0 Gemessen \n",
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"1 Unbekannt 2015-01-01T01:00:00 2021-02-03 338.0 Gemessen \n",
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"2 Unbekannt 2015-01-01T02:00:00 2021-02-03 170.0 Gemessen \n",
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"3 Unbekannt 2015-01-01T03:00:00 2021-02-03 120.0 Gemessen \n",
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"4 Unbekannt 2015-01-01T04:00:00 2021-02-03 84.0 Gemessen \n",
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"Data for year 2016:\n",
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" MSID MSName ZSID ZSName Achse \\\n",
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"0 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"1 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"2 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"3 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"4 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"\n",
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" HNr Hoehe EKoord NKoord Richtung Knummer \\\n",
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"0 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"1 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"2 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"3 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"4 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"\n",
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" Kname AnzDetektoren D1ID D2ID D3ID \\\n",
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"0 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"1 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"2 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"3 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"4 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"\n",
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" D4ID MessungDatZeit LieferDat AnzFahrzeuge AnzFahrzeugeStatus \n",
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"0 Unbekannt 2016-01-01T00:00:00 2021-02-03 236.0 Gemessen \n",
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"1 Unbekannt 2016-01-01T01:00:00 2021-02-03 335.0 Gemessen \n",
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"2 Unbekannt 2016-01-01T02:00:00 2021-02-03 213.0 Gemessen \n",
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"3 Unbekannt 2016-01-01T03:00:00 2021-02-03 112.0 Gemessen \n",
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"4 Unbekannt 2016-01-01T04:00:00 2021-02-03 80.0 Gemessen \n",
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"File not found for year 2017: datasets/sid_dav_verkehrszaehlung_miv_OD2031_2017.csv\n",
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"File not found for year 2018: datasets/sid_dav_verkehrszaehlung_miv_OD2031_2018.csv\n",
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"File not found for year 2019: datasets/sid_dav_verkehrszaehlung_miv_OD2031_2019.csv\n",
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"File not found for year 2020: datasets/sid_dav_verkehrszaehlung_miv_OD2031_2020.csv\n",
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"Data for year 2021:\n",
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" MSID MSName ZSID ZSName Achse \\\n",
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"0 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"1 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"2 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"3 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"4 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"\n",
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" HNr Hoehe EKoord NKoord Richtung Knummer \\\n",
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"0 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"1 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"2 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"3 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"4 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"\n",
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" Kname AnzDetektoren D1ID D2ID D3ID \\\n",
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"0 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"1 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"2 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"3 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"4 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"\n",
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" D4ID MessungDatZeit LieferDat AnzFahrzeuge AnzFahrzeugeStatus \n",
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"0 Unbekannt 2021-01-01T00:00:00 2021-12-30 122.0 Gemessen \n",
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"1 Unbekannt 2021-01-01T01:00:00 2021-12-30 177.0 Gemessen \n",
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"2 Unbekannt 2021-01-01T02:00:00 2021-12-30 125.0 Gemessen \n",
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"3 Unbekannt 2021-01-01T03:00:00 2021-12-30 84.0 Gemessen \n",
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"4 Unbekannt 2021-01-01T04:00:00 2021-12-30 49.0 Gemessen \n",
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"Data for year 2022:\n",
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" MSID MSName ZSID ZSName Achse \\\n",
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"0 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"1 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"2 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"3 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"4 Z001M001 Unbekannt Z001 Seestrasse (Strandbad Wollishofen) Seestrasse \n",
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"\n",
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" HNr Hoehe EKoord NKoord Richtung Knummer \\\n",
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"0 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"1 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"2 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"3 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"4 451 Unbekannt 2683009.89 1243936.2 auswärts 789 \n",
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"\n",
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" Kname AnzDetektoren D1ID D2ID D3ID \\\n",
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"0 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"1 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"2 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"3 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"4 Badanstalt Wollishofen 1 2 Unbekannt Unbekannt \n",
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"\n",
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" D4ID MessungDatZeit LieferDat AnzFahrzeuge AnzFahrzeugeStatus \n",
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"0 Unbekannt 2022-01-01T00:00:00 2022-12-30 166.0 Gemessen \n",
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"1 Unbekannt 2022-01-01T01:00:00 2022-12-30 255.0 Gemessen \n",
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"2 Unbekannt 2022-01-01T02:00:00 2022-12-30 168.0 Gemessen \n",
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"3 Unbekannt 2022-01-01T03:00:00 2022-12-30 96.0 Gemessen \n",
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"4 Unbekannt 2022-01-01T04:00:00 2022-12-30 63.0 Gemessen \n"
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]
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}
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],
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"source": [
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"import pandas as pd\n",
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"import requests\n",
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"from io import StringIO\n",
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"import csv\n",
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"import os\n",
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"\n",
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"tables_dict = {}\n",
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"pd.set_option(\"display.max_columns\", None)\n",
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"data_dir = 'datasets/'\n",
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"\n",
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"for year in range(2012, 2023):\n",
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" file_name = f'sid_dav_verkehrszaehlung_miv_OD2031_{year}.csv'\n",
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" file_path = os.path.join(data_dir, file_name)\n",
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"\n",
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" if os.path.exists(file_path):\n",
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" df = pd.read_csv(file_path, low_memory=False)\n",
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"\n",
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" table_key = f\"miv_{year}\"\n",
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" tables_dict[table_key] = df\n",
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"\n",
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" print(f\"Data for year {year}:\")\n",
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" print(df.head())\n",
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" else:\n",
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" print(f\"File not found for year {year}: {file_path}\")"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 17,
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"id": "8c86b235",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/html": [
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"<div>\n",
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"<style scoped>\n",
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" .dataframe tbody tr th:only-of-type {\n",
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" vertical-align: middle;\n",
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" }\n",
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" .dataframe tbody tr th {\n",
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" vertical-align: top;\n",
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" .dataframe thead th {\n",
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" }\n",
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"</style>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
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" <thead>\n",
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" <tr style=\"text-align: right;\">\n",
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" <th></th>\n",
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" <th>AccidentUID</th>\n",
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" <th>AccidentType</th>\n",
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" <th>AccidentType_de</th>\n",
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" <th>AccidentType_fr</th>\n",
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" <th>AccidentType_it</th>\n",
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" <th>AccidentType_en</th>\n",
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" <th>AccidentSeverityCategory</th>\n",
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" <th>AccidentSeverityCategory_de</th>\n",
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" <th>AccidentSeverityCategory_fr</th>\n",
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" <th>AccidentSeverityCategory_it</th>\n",
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" <th>AccidentSeverityCategory_en</th>\n",
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" <th>AccidentInvolvingPedestrian</th>\n",
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" <th>AccidentInvolvingBicycle</th>\n",
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" <th>AccidentInvolvingMotorcycle</th>\n",
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" <th>RoadType</th>\n",
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" <th>RoadType_de</th>\n",
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" <th>RoadType_fr</th>\n",
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" <th>RoadType_it</th>\n",
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" <th>RoadType_en</th>\n",
|
|
" <th>AccidentLocation_CHLV95_E</th>\n",
|
|
" <th>AccidentLocation_CHLV95_N</th>\n",
|
|
" <th>CantonCode</th>\n",
|
|
" <th>MunicipalityCode</th>\n",
|
|
" <th>AccidentYear</th>\n",
|
|
" <th>AccidentMonth</th>\n",
|
|
" <th>AccidentMonth_de</th>\n",
|
|
" <th>AccidentMonth_fr</th>\n",
|
|
" <th>AccidentMonth_it</th>\n",
|
|
" <th>AccidentMonth_en</th>\n",
|
|
" <th>AccidentWeekDay</th>\n",
|
|
" <th>AccidentWeekDay_de</th>\n",
|
|
" <th>AccidentWeekDay_fr</th>\n",
|
|
" <th>AccidentWeekDay_it</th>\n",
|
|
" <th>AccidentWeekDay_en</th>\n",
|
|
" <th>AccidentHour</th>\n",
|
|
" <th>AccidentHour_text</th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>0</th>\n",
|
|
" <td>A2D2677533867004E0430A865E337004</td>\n",
|
|
" <td>at0</td>\n",
|
|
" <td>Schleuder- oder Selbstunfall</td>\n",
|
|
" <td>dérapage ou perte de maîtrise</td>\n",
|
|
" <td>Incidente di sbandamento o per colpa propria</td>\n",
|
|
" <td>Accident with skidding or self-accident</td>\n",
|
|
" <td>as4</td>\n",
|
|
" <td>Unfall mit Sachschaden</td>\n",
|
|
" <td>accident avec dommages matériels</td>\n",
|
|
" <td>Incidente con danni materiali</td>\n",
|
|
" <td>Accident with property damage</td>\n",
|
|
" <td>False</td>\n",
|
|
" <td>False</td>\n",
|
|
" <td>False</td>\n",
|
|
" <td>rt433</td>\n",
|
|
" <td>Nebenstrasse</td>\n",
|
|
" <td>route secondaire</td>\n",
|
|
" <td>Strada secondaria</td>\n",
|
|
" <td>Minor road</td>\n",
|
|
" <td>2684605</td>\n",
|
|
" <td>1245194</td>\n",
|
|
" <td>ZH</td>\n",
|
|
" <td>261</td>\n",
|
|
" <td>2011</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>Januar</td>\n",
|
|
" <td>janvier</td>\n",
|
|
" <td>Gennaio</td>\n",
|
|
" <td>January</td>\n",
|
|
" <td>aw406</td>\n",
|
|
" <td>Samstag</td>\n",
|
|
" <td>samedi</td>\n",
|
|
" <td>Sabato</td>\n",
|
|
" <td>Saturday</td>\n",
|
|
" <td>0</td>\n",
|
|
" <td>00h-01h</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>1</th>\n",
|
|
" <td>9FD6441F802C20A6E0430A865E3320A6</td>\n",
|
|
" <td>at0</td>\n",
|
|
" <td>Schleuder- oder Selbstunfall</td>\n",
|
|
" <td>dérapage ou perte de maîtrise</td>\n",
|
|
" <td>Incidente di sbandamento o per colpa propria</td>\n",
|
|
" <td>Accident with skidding or self-accident</td>\n",
|
|
" <td>as3</td>\n",
|
|
" <td>Unfall mit Leichtverletzten</td>\n",
|
|
" <td>accident avec blessés légers</td>\n",
|
|
" <td>Incidente con feriti leggeri</td>\n",
|
|
" <td>Accident with light injuries</td>\n",
|
|
" <td>False</td>\n",
|
|
" <td>True</td>\n",
|
|
" <td>False</td>\n",
|
|
" <td>rt433</td>\n",
|
|
" <td>Nebenstrasse</td>\n",
|
|
" <td>route secondaire</td>\n",
|
|
" <td>Strada secondaria</td>\n",
|
|
" <td>Minor road</td>\n",
|
|
" <td>2682382</td>\n",
|
|
" <td>1246980</td>\n",
|
|
" <td>ZH</td>\n",
|
|
" <td>261</td>\n",
|
|
" <td>2011</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>Januar</td>\n",
|
|
" <td>janvier</td>\n",
|
|
" <td>Gennaio</td>\n",
|
|
" <td>January</td>\n",
|
|
" <td>aw406</td>\n",
|
|
" <td>Samstag</td>\n",
|
|
" <td>samedi</td>\n",
|
|
" <td>Sabato</td>\n",
|
|
" <td>Saturday</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>01h-02h</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>2</th>\n",
|
|
" <td>9FDA0DC4856A6094E0430A865E336094</td>\n",
|
|
" <td>at0</td>\n",
|
|
" <td>Schleuder- oder Selbstunfall</td>\n",
|
|
" <td>dérapage ou perte de maîtrise</td>\n",
|
|
" <td>Incidente di sbandamento o per colpa propria</td>\n",
|
|
" <td>Accident with skidding or self-accident</td>\n",
|
|
" <td>as4</td>\n",
|
|
" <td>Unfall mit Sachschaden</td>\n",
|
|
" <td>accident avec dommages matériels</td>\n",
|
|
" <td>Incidente con danni materiali</td>\n",
|
|
" <td>Accident with property damage</td>\n",
|
|
" <td>False</td>\n",
|
|
" <td>False</td>\n",
|
|
" <td>False</td>\n",
|
|
" <td>rt439</td>\n",
|
|
" <td>andere</td>\n",
|
|
" <td>autre</td>\n",
|
|
" <td>Altro</td>\n",
|
|
" <td>Other</td>\n",
|
|
" <td>2682791</td>\n",
|
|
" <td>1247749</td>\n",
|
|
" <td>ZH</td>\n",
|
|
" <td>261</td>\n",
|
|
" <td>2011</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>Januar</td>\n",
|
|
" <td>janvier</td>\n",
|
|
" <td>Gennaio</td>\n",
|
|
" <td>January</td>\n",
|
|
" <td>aw406</td>\n",
|
|
" <td>Samstag</td>\n",
|
|
" <td>samedi</td>\n",
|
|
" <td>Sabato</td>\n",
|
|
" <td>Saturday</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>02h-03h</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>3</th>\n",
|
|
" <td>A3B66E42396E6000E0430A865E336000</td>\n",
|
|
" <td>at5</td>\n",
|
|
" <td>Überqueren der Fahrbahn</td>\n",
|
|
" <td>accident en traversant une route</td>\n",
|
|
" <td>Incidente nell'attraversare la carreggiata</td>\n",
|
|
" <td>Accident when crossing the lane(s)</td>\n",
|
|
" <td>as3</td>\n",
|
|
" <td>Unfall mit Leichtverletzten</td>\n",
|
|
" <td>accident avec blessés légers</td>\n",
|
|
" <td>Incidente con feriti leggeri</td>\n",
|
|
" <td>Accident with light injuries</td>\n",
|
|
" <td>False</td>\n",
|
|
" <td>False</td>\n",
|
|
" <td>False</td>\n",
|
|
" <td>rt433</td>\n",
|
|
" <td>Nebenstrasse</td>\n",
|
|
" <td>route secondaire</td>\n",
|
|
" <td>Strada secondaria</td>\n",
|
|
" <td>Minor road</td>\n",
|
|
" <td>2681199</td>\n",
|
|
" <td>1247102</td>\n",
|
|
" <td>ZH</td>\n",
|
|
" <td>261</td>\n",
|
|
" <td>2011</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>Januar</td>\n",
|
|
" <td>janvier</td>\n",
|
|
" <td>Gennaio</td>\n",
|
|
" <td>January</td>\n",
|
|
" <td>aw406</td>\n",
|
|
" <td>Samstag</td>\n",
|
|
" <td>samedi</td>\n",
|
|
" <td>Sabato</td>\n",
|
|
" <td>Saturday</td>\n",
|
|
" <td>2</td>\n",
|
|
" <td>02h-03h</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>4</th>\n",
|
|
" <td>9FDA0DBE8CCE9096E0430A865E339096</td>\n",
|
|
" <td>at0</td>\n",
|
|
" <td>Schleuder- oder Selbstunfall</td>\n",
|
|
" <td>dérapage ou perte de maîtrise</td>\n",
|
|
" <td>Incidente di sbandamento o per colpa propria</td>\n",
|
|
" <td>Accident with skidding or self-accident</td>\n",
|
|
" <td>as4</td>\n",
|
|
" <td>Unfall mit Sachschaden</td>\n",
|
|
" <td>accident avec dommages matériels</td>\n",
|
|
" <td>Incidente con danni materiali</td>\n",
|
|
" <td>Accident with property damage</td>\n",
|
|
" <td>False</td>\n",
|
|
" <td>False</td>\n",
|
|
" <td>False</td>\n",
|
|
" <td>rt433</td>\n",
|
|
" <td>Nebenstrasse</td>\n",
|
|
" <td>route secondaire</td>\n",
|
|
" <td>Strada secondaria</td>\n",
|
|
" <td>Minor road</td>\n",
|
|
" <td>2682479</td>\n",
|
|
" <td>1250690</td>\n",
|
|
" <td>ZH</td>\n",
|
|
" <td>261</td>\n",
|
|
" <td>2011</td>\n",
|
|
" <td>1</td>\n",
|
|
" <td>Januar</td>\n",
|
|
" <td>janvier</td>\n",
|
|
" <td>Gennaio</td>\n",
|
|
" <td>January</td>\n",
|
|
" <td>aw406</td>\n",
|
|
" <td>Samstag</td>\n",
|
|
" <td>samedi</td>\n",
|
|
" <td>Sabato</td>\n",
|
|
" <td>Saturday</td>\n",
|
|
" <td>3</td>\n",
|
|
" <td>03h-04h</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"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 "
|
|
]
|
|
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|
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|
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" 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",
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|
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"alocs = pd.read_csv(file_path, low_memory=False)\n",
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|
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"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
|
|
}
|