data/Voorbeeld_Binnenhalen_OCM_API.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "e57257bd",
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "f5ae8cba",
   "metadata": {},
   "outputs": [],
   "source": [
    "###Inladen API - kijk naar country code en maxresults\n",
    "response = requests.get(\"https://api.openchargemap.io/v3/poi/?output=json&countrycode=NL&maxresults=100&compact=true&verbose=false&key=93b912b5-9d70-4b1f-960b-fb80a4c9c017\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "af87aa3d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2023-03-04T15:56:00Z',\n",
       "  'ID': 238390,\n",
       "  'UUID': '54DE6F07-8F83-4D6C-AC5C-F46C3CC5AF40',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 47,\n",
       "  'UsageTypeID': 4,\n",
       "  'AddressInfo': {'ID': 238774,\n",
       "   'Title': 'Mc Donalds Ijsselstein',\n",
       "   'AddressLine1': 'Lorentzlaan',\n",
       "   'Town': 'IJsselstein',\n",
       "   'StateOrProvince': 'Utrecht',\n",
       "   'Postcode': '3401 MX',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 52.014896340300794,\n",
       "   'Longitude': 5.06245760912293,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 392175,\n",
       "    'ConnectionTypeID': 33,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 3,\n",
       "    'PowerKW': 50.0,\n",
       "    'CurrentTypeID': 30,\n",
       "    'Quantity': 1},\n",
       "   {'ID': 392176,\n",
       "    'ConnectionTypeID': 2,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 3,\n",
       "    'PowerKW': 50.0,\n",
       "    'CurrentTypeID': 30,\n",
       "    'Quantity': 1}],\n",
       "  'NumberOfPoints': 1,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2023-03-04T15:56:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2023-03-04T15:56:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2023-03-04T15:52:00Z',\n",
       "  'ID': 238389,\n",
       "  'UUID': '2A59654E-C064-4234-AD9F-9E814387FE0B',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 47,\n",
       "  'UsageTypeID': 4,\n",
       "  'AddressInfo': {'ID': 238773,\n",
       "   'Title': 'Haje Allego Ultra E Nieuwegein Oost',\n",
       "   'AddressLine1': 'Waterliniedok',\n",
       "   'Town': 'Nieuwegein',\n",
       "   'StateOrProvince': 'Utrecht',\n",
       "   'Postcode': '3433 NV',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 52.01118158983823,\n",
       "   'Longitude': 5.1220471338107245,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 392173,\n",
       "    'ConnectionTypeID': 33,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 3,\n",
       "    'PowerKW': 175.0,\n",
       "    'CurrentTypeID': 30,\n",
       "    'Quantity': 6},\n",
       "   {'ID': 392174,\n",
       "    'ConnectionTypeID': 2,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 3,\n",
       "    'PowerKW': 50.0,\n",
       "    'CurrentTypeID': 30,\n",
       "    'Quantity': 1}],\n",
       "  'NumberOfPoints': 6,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2023-03-04T15:52:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2023-03-04T15:52:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2023-03-04T15:49:00Z',\n",
       "  'ID': 238388,\n",
       "  'UUID': '2C11156F-072A-416A-9489-B2D96889BD9F',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 47,\n",
       "  'UsageTypeID': 4,\n",
       "  'AddressInfo': {'ID': 238772,\n",
       "   'Title': 'Mc Donalds Nieuwegein ',\n",
       "   'AddressLine1': 'Ravenswade',\n",
       "   'Town': 'Nieuwegein',\n",
       "   'StateOrProvince': 'Utrecht',\n",
       "   'Postcode': '3439 LD',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 52.04920110246246,\n",
       "   'Longitude': 5.117388801827872,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 392171,\n",
       "    'ConnectionTypeID': 33,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 3,\n",
       "    'PowerKW': 50.0,\n",
       "    'CurrentTypeID': 30,\n",
       "    'Quantity': 1},\n",
       "   {'ID': 392172,\n",
       "    'ConnectionTypeID': 2,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 3,\n",
       "    'PowerKW': 50.0,\n",
       "    'CurrentTypeID': 30,\n",
       "    'Quantity': 1}],\n",
       "  'NumberOfPoints': 1,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2023-03-04T15:49:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2023-03-04T15:49:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2023-03-04T14:27:00Z',\n",
       "  'ID': 238387,\n",
       "  'UUID': '7CC524E9-1377-47C2-97A5-B616B76DD825',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 47,\n",
       "  'UsageTypeID': 4,\n",
       "  'AddressInfo': {'ID': 238771,\n",
       "   'Title': 'Divers Woerden',\n",
       "   'AddressLine1': 'Europabaan',\n",
       "   'Town': 'Woerden',\n",
       "   'StateOrProvince': 'Utrecht',\n",
       "   'Postcode': '3446 CE',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 52.075587540309186,\n",
       "   'Longitude': 4.901184234016853,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 392170,\n",
       "    'ConnectionTypeID': 33,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 3,\n",
       "    'PowerKW': 175.0,\n",
       "    'CurrentTypeID': 30,\n",
       "    'Quantity': 2}],\n",
       "  'NumberOfPoints': 2,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2023-03-04T14:27:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2023-03-04T14:27:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2023-03-04T14:16:00Z',\n",
       "  'ID': 238386,\n",
       "  'UUID': 'A543C1A2-9612-4492-B227-394A6A0143D1',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 47,\n",
       "  'UsageTypeID': 4,\n",
       "  'AddressInfo': {'ID': 238770,\n",
       "   'Title': 'Shell A12 Hellevliet',\n",
       "   'AddressLine1': 'Rijksweg A12',\n",
       "   'Town': 'Woerden',\n",
       "   'StateOrProvince': 'Utrecht',\n",
       "   'Postcode': '3481 CV',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 52.08093975266934,\n",
       "   'Longitude': 4.983936303056225,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 392167,\n",
       "    'ConnectionTypeID': 33,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 3,\n",
       "    'PowerKW': 175.0,\n",
       "    'CurrentTypeID': 30,\n",
       "    'Quantity': 2},\n",
       "   {'ID': 392168,\n",
       "    'ConnectionTypeID': 2,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 3,\n",
       "    'PowerKW': 70.0,\n",
       "    'CurrentTypeID': 30,\n",
       "    'Quantity': 2}],\n",
       "  'NumberOfPoints': 2,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2023-03-04T14:16:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2023-03-04T14:16:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2023-03-04T14:11:00Z',\n",
       "  'ID': 238385,\n",
       "  'UUID': '929C3638-907E-4E94-AC57-21EA35065635',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 47,\n",
       "  'UsageTypeID': 4,\n",
       "  'AddressInfo': {'ID': 238769,\n",
       "   'Title': 'Shell Recharge Veldhuizen',\n",
       "   'AddressLine1': 'Veldhuizerweg',\n",
       "   'Town': 'Harmelen',\n",
       "   'StateOrProvince': 'Utrecht',\n",
       "   'Postcode': '3481 ZZ',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 52.0819105021566,\n",
       "   'Longitude': 5.003278715701072,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 392165,\n",
       "    'ConnectionTypeID': 33,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 3,\n",
       "    'PowerKW': 175.0,\n",
       "    'CurrentTypeID': 30,\n",
       "    'Quantity': 2},\n",
       "   {'ID': 392166,\n",
       "    'ConnectionTypeID': 2,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 3,\n",
       "    'PowerKW': 70.0,\n",
       "    'CurrentTypeID': 30,\n",
       "    'Quantity': 2}],\n",
       "  'NumberOfPoints': 2,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2023-03-04T14:11:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2023-03-04T14:07:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2023-02-23T20:59:00Z',\n",
       "  'ID': 235545,\n",
       "  'UUID': 'CF27F53F-B0FD-40E3-B0C6-BFC3350BB87B',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 3387,\n",
       "  'UsageTypeID': 4,\n",
       "  'AddressInfo': {'ID': 235929,\n",
       "   'Title': 'Rivierenlaan 164',\n",
       "   'AddressLine1': 'Rivierenlaan 164',\n",
       "   'Town': 'Pijnacker',\n",
       "   'StateOrProvince': 'Zuid-Holland',\n",
       "   'Postcode': '2641 RK',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 52.008437986141985,\n",
       "   'Longitude': 4.438623144085568,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 388570,\n",
       "    'ConnectionTypeID': 25,\n",
       "    'Reference': 'SGZH1-03906 SGZH',\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 2,\n",
       "    'Amps': 16,\n",
       "    'Voltage': 400,\n",
       "    'PowerKW': 11.0,\n",
       "    'CurrentTypeID': 20,\n",
       "    'Quantity': 2}],\n",
       "  'NumberOfPoints': 2,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2023-02-23T20:59:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2023-02-23T20:42:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2023-02-21T13:18:00Z',\n",
       "  'ID': 235341,\n",
       "  'UUID': '760B6873-7F7A-4378-BB0B-2EC793085F0D',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 103,\n",
       "  'UsageTypeID': 1,\n",
       "  'AddressInfo': {'ID': 235725,\n",
       "   'Title': 'Rosendaalsestraat 318',\n",
       "   'AddressLine1': 'Rosendaalsestraat 318',\n",
       "   'Town': 'Arnhem',\n",
       "   'Postcode': '6824 CW',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 51.989283738948245,\n",
       "   'Longitude': 5.926502582741591,\n",
       "   'RelatedURL': 'https://www.allego.eu/',\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 388152,\n",
       "    'ConnectionTypeID': 25,\n",
       "    'Reference': 'NLALLEGO011946',\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 2,\n",
       "    'Amps': 16,\n",
       "    'Voltage': 400,\n",
       "    'PowerKW': 11.0,\n",
       "    'CurrentTypeID': 20,\n",
       "    'Quantity': 2}],\n",
       "  'NumberOfPoints': 2,\n",
       "  'GeneralComments': 'Allego NLALLEGO011946\\r\\nNL-ALL-NLALLEGO011946',\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2023-02-21T13:18:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2023-02-18T09:43:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2023-02-11T08:31:00Z',\n",
       "  'ID': 213619,\n",
       "  'UUID': '1DE21223-B9D5-446D-8B1C-4C29BF2329DA',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 45,\n",
       "  'UsageTypeID': 1,\n",
       "  'UsageCost': '€0.65 per kWh',\n",
       "  'AddressInfo': {'ID': 213999,\n",
       "   'Title': 'Avia Marees Den Oever',\n",
       "   'AddressLine1': 'Havenweg 2',\n",
       "   'Town': 'Den Oever',\n",
       "   'StateOrProvince': 'Noord Holland',\n",
       "   'Postcode': '1779 XT',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 52.92906820812402,\n",
       "   'Longitude': 5.028645395294689,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 355834,\n",
       "    'ConnectionTypeID': 33,\n",
       "    'Reference': 'NL*AVI*ENLAVIM0000027*1',\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 3,\n",
       "    'PowerKW': 138.0,\n",
       "    'CurrentTypeID': 30,\n",
       "    'Quantity': 1},\n",
       "   {'ID': 367061,\n",
       "    'ConnectionTypeID': 33,\n",
       "    'Reference': 'NL*AVI*ENLAVIM0000027*2',\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 3,\n",
       "    'PowerKW': 120.0,\n",
       "    'CurrentTypeID': 30}],\n",
       "  'NumberOfPoints': 2,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2023-02-11T08:31:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2023-02-08T14:38:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2023-01-17T22:53:00Z',\n",
       "  'ID': 212424,\n",
       "  'UUID': 'DC6664F5-EAE1-4838-81B6-D6E2BB3B7202',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 3504,\n",
       "  'UsageTypeID': 1,\n",
       "  'UsageCost': '€0.71/kWh',\n",
       "  'AddressInfo': {'ID': 212804,\n",
       "   'Title': 'Meester Cramerweg',\n",
       "   'AddressLine1': 'Meester Cramerweg',\n",
       "   'Town': 'Hoogeveen',\n",
       "   'StateOrProvince': 'Drenthe',\n",
       "   'Postcode': '7913 WB',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 52.710549409171165,\n",
       "   'Longitude': 6.517221954540901,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 353652,\n",
       "    'ConnectionTypeID': 33,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 3,\n",
       "    'Amps': 250,\n",
       "    'PowerKW': 120.0,\n",
       "    'CurrentTypeID': 30,\n",
       "    'Quantity': 4}],\n",
       "  'NumberOfPoints': 4,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2023-01-17T22:53:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2023-01-17T14:01:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2023-01-17T22:53:00Z',\n",
       "  'ID': 212423,\n",
       "  'UUID': 'C70CDFC4-7983-4EBB-B5B2-BDED2CF8AE57',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 3504,\n",
       "  'UsageTypeID': 1,\n",
       "  'UsageCost': '€0.71/kWh',\n",
       "  'AddressInfo': {'ID': 212803,\n",
       "   'Title': 'Zeemansstraat',\n",
       "   'AddressLine1': 'Zeemansstraat 21',\n",
       "   'Town': 'Zaandam',\n",
       "   'StateOrProvince': 'Noord-Holland',\n",
       "   'Postcode': '1506 CS',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 52.440784547014516,\n",
       "   'Longitude': 4.821080344094412,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 353651,\n",
       "    'ConnectionTypeID': 33,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 3,\n",
       "    'Amps': 250,\n",
       "    'PowerKW': 60.0,\n",
       "    'CurrentTypeID': 30,\n",
       "    'Quantity': 2}],\n",
       "  'NumberOfPoints': 2,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2023-01-17T22:53:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2023-01-17T14:00:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2023-01-17T22:53:00Z',\n",
       "  'ID': 212422,\n",
       "  'UUID': 'D5563442-3D8D-4026-8414-0ABA137DA984',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 3504,\n",
       "  'UsageTypeID': 1,\n",
       "  'UsageCost': '€0.71/kWh incl. VAT',\n",
       "  'AddressInfo': {'ID': 212802,\n",
       "   'Title': 'Oude Groenewoudseweg',\n",
       "   'AddressLine1': 'Oude Groenewoudseweg 365',\n",
       "   'AddressLine2': 'Nijmegen-Oost',\n",
       "   'StateOrProvince': 'Gelderland',\n",
       "   'Postcode': '6524 WZ',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 51.83215405018595,\n",
       "   'Longitude': 5.859914320165842,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 353650,\n",
       "    'ConnectionTypeID': 33,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 3,\n",
       "    'Amps': 250,\n",
       "    'Voltage': 1000,\n",
       "    'PowerKW': 120.0,\n",
       "    'CurrentTypeID': 30,\n",
       "    'Quantity': 8}],\n",
       "  'NumberOfPoints': 8,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2023-01-17T22:53:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2023-01-17T13:57:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2023-01-05T09:06:00Z',\n",
       "  'ID': 211127,\n",
       "  'UUID': '824F3540-68D8-4929-84A9-B4E5DBEF4B97',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 69,\n",
       "  'UsageTypeID': 4,\n",
       "  'AddressInfo': {'ID': 211507,\n",
       "   'Title': 'Parking Hoogvliet',\n",
       "   'AddressLine1': 'De Halte 269',\n",
       "   'Town': 'Ede',\n",
       "   'StateOrProvince': 'Gelderland',\n",
       "   'Postcode': '6711 NZ',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 52.04184477866,\n",
       "   'Longitude': 5.666623285234095,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 351964,\n",
       "    'ConnectionTypeID': 25,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 2,\n",
       "    'PowerKW': 22.0,\n",
       "    'CurrentTypeID': 20,\n",
       "    'Quantity': 2}],\n",
       "  'NumberOfPoints': 2,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2023-01-05T09:06:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2023-01-05T09:04:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2022-12-30T16:27:00Z',\n",
       "  'ID': 211037,\n",
       "  'UUID': '5262217F-0A62-45EE-98E5-3FF601A11B46',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 3571,\n",
       "  'UsageTypeID': 1,\n",
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       "   'Title': 'Frederik Hendrikstraat',\n",
       "   'AddressLine1': 'Frederik Hendrikstraat',\n",
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       "   'Title': '22 Johan Willem Frisostraat',\n",
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       "  'ID': 190722,\n",
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       " {'IsRecentlyVerified': False,\n",
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       "  'ID': 190721,\n",
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       "  'AddressInfo': {'ID': 191080,\n",
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       "   'Longitude': 5.135704882230243,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 309315,\n",
       "    'ConnectionTypeID': 25,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 2,\n",
       "    'Amps': 16,\n",
       "    'Voltage': 230,\n",
       "    'PowerKW': 11.0,\n",
       "    'CurrentTypeID': 20,\n",
       "    'Quantity': 2}],\n",
       "  'NumberOfPoints': 1,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2021-12-19T21:26:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2021-12-19T12:30:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': False,\n",
       "  'DateLastVerified': '2021-12-19T21:26:00Z',\n",
       "  'ID': 190720,\n",
       "  'UUID': '43C7C227-2BA6-48BD-980D-00345CC6CB3A',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 1,\n",
       "  'UsageTypeID': 5,\n",
       "  'AddressInfo': {'ID': 191079,\n",
       "   'Title': 'Willem de Zwijgerstraat',\n",
       "   'AddressLine1': 'Willem de Zwijgerstraat',\n",
       "   'Town': 'Utrecht',\n",
       "   'StateOrProvince': 'Utrecht',\n",
       "   'Postcode': '3583HA',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 52.0872231173976,\n",
       "   'Longitude': 5.14253424432502,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 309314, 'ConnectionTypeID': 0, 'StatusTypeID': 50}],\n",
       "  'NumberOfPoints': 1,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2021-12-19T21:26:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2021-12-19T12:27:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': False,\n",
       "  'DateLastVerified': '2021-12-19T21:26:00Z',\n",
       "  'ID': 190719,\n",
       "  'UUID': '0596ACEF-1774-4185-B2EA-324F7B3CFED8',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 1,\n",
       "  'UsageTypeID': 5,\n",
       "  'UsageCost': '0,36 per kWh',\n",
       "  'AddressInfo': {'ID': 191078,\n",
       "   'Title': 'Dillenburgstraat',\n",
       "   'AddressLine1': 'Dillenburgstraat',\n",
       "   'Town': 'Utrecht',\n",
       "   'StateOrProvince': 'Utrecht',\n",
       "   'Postcode': '3583VA',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 52.08916478875773,\n",
       "   'Longitude': 5.142193386030044,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 309313, 'ConnectionTypeID': 0, 'StatusTypeID': 50}],\n",
       "  'NumberOfPoints': 1,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2021-12-19T21:26:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2021-12-19T12:23:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': False,\n",
       "  'DateLastVerified': '2021-12-19T21:27:00Z',\n",
       "  'ID': 190718,\n",
       "  'UUID': '1BEBBF07-62A2-4012-A391-0B4680D226FB',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 1,\n",
       "  'UsageTypeID': 5,\n",
       "  'UsageCost': '0,36 per kWh',\n",
       "  'AddressInfo': {'ID': 191077,\n",
       "   'Title': 'Van Alphenplein',\n",
       "   'AddressLine1': 'Van Alphenplein',\n",
       "   'Town': 'Utrecht',\n",
       "   'StateOrProvince': 'Utrecht',\n",
       "   'Postcode': '3581JE',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 52.091717725238425,\n",
       "   'Longitude': 5.138035548936045,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 309312, 'ConnectionTypeID': 0, 'StatusTypeID': 50}],\n",
       "  'NumberOfPoints': 1,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2021-12-19T21:27:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2021-12-19T12:22:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': False,\n",
       "  'DateLastVerified': '2021-12-19T21:27:00Z',\n",
       "  'ID': 190717,\n",
       "  'UUID': '4AAA04A5-D7D1-4C65-94B1-A2308FC480C2',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 1,\n",
       "  'UsageTypeID': 5,\n",
       "  'UsageCost': '0,36 per kWh',\n",
       "  'AddressInfo': {'ID': 191076,\n",
       "   'Title': 'Wolter Heukelslaan',\n",
       "   'AddressLine1': 'Wolter Heukelslaan',\n",
       "   'Town': 'Utrecht',\n",
       "   'StateOrProvince': 'Utrecht',\n",
       "   'Postcode': '3581SR',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 52.091365709776454,\n",
       "   'Longitude': 5.13593364135636,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [],\n",
       "  'NumberOfPoints': 1,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2021-12-19T21:27:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2021-12-19T12:20:00Z',\n",
       "  'SubmissionStatusTypeID': 200}]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "###Omzetten naar dictionary\n",
    "responsejson  = response.json()\n",
    "responsejson"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "9c2cdf5c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2022-04-06T22:19:00Z',\n",
       "  'ID': 192439,\n",
       "  'UUID': 'BC88010C-296D-48B1-A222-D959B847C318',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 103,\n",
       "  'UsageTypeID': 1,\n",
       "  'UsageCost': '€0,39 kW/h',\n",
       "  'AddressInfo': {'ID': 192798,\n",
       "   'Title': 'Allego Zwaluwstraat 15',\n",
       "   'AddressLine1': 'Zwaluwstraat 15',\n",
       "   'Town': 'Maassluis',\n",
       "   'StateOrProvince': 'Zuid-Holland',\n",
       "   'Postcode': '3145NG',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 51.93141936867795,\n",
       "   'Longitude': 4.238358198599883,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 312635,\n",
       "    'ConnectionTypeID': 25,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 2,\n",
       "    'Amps': 16,\n",
       "    'PowerKW': 11.0,\n",
       "    'CurrentTypeID': 20,\n",
       "    'Quantity': 2}],\n",
       "  'NumberOfPoints': 2,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2022-04-06T22:19:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2022-04-03T22:14:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2022-04-06T21:49:00Z',\n",
       "  'ID': 192438,\n",
       "  'UUID': 'F87CAFB4-D029-4753-9707-E292ED9D6278',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 74,\n",
       "  'UsageTypeID': 1,\n",
       "  'AddressInfo': {'ID': 192797,\n",
       "   'Title': 'Fastned Peulwijk-Oost',\n",
       "   'AddressLine1': 'Rijksweg A4',\n",
       "   'Town': 'Den Hoorn',\n",
       "   'StateOrProvince': 'Zuid-Holland',\n",
       "   'Postcode': '2635BW',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 52.00917951726262,\n",
       "   'Longitude': 4.312016522762235,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 312634,\n",
       "    'ConnectionTypeID': 33,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 3,\n",
       "    'PowerKW': 300.0,\n",
       "    'CurrentTypeID': 30,\n",
       "    'Quantity': 4}],\n",
       "  'NumberOfPoints': 4,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2022-04-06T21:49:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2022-04-03T21:46:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2022-04-06T21:44:00Z',\n",
       "  'ID': 192437,\n",
       "  'UUID': '74191846-9132-4229-9F74-E5749C3F2D25',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 74,\n",
       "  'UsageTypeID': 1,\n",
       "  'AddressInfo': {'ID': 192796,\n",
       "   'Title': 'Fastned Hogenhoorn',\n",
       "   'AddressLine1': 'Hogenhoorn 3',\n",
       "   'Town': 'Den Hoorn',\n",
       "   'StateOrProvince': 'Zuid-Holland',\n",
       "   'Postcode': '2635 BZ',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 52.01195360295989,\n",
       "   'Longitude': 4.315466804741391,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 312632,\n",
       "    'ConnectionTypeID': 33,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 3,\n",
       "    'PowerKW': 300.0,\n",
       "    'CurrentTypeID': 30,\n",
       "    'Quantity': 10},\n",
       "   {'ID': 312633,\n",
       "    'ConnectionTypeID': 2,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 3,\n",
       "    'PowerKW': 50.0,\n",
       "    'CurrentTypeID': 30,\n",
       "    'Quantity': 2}],\n",
       "  'NumberOfPoints': 10,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2022-04-06T21:44:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2022-04-03T21:40:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2022-04-02T04:10:00Z',\n",
       "  'ID': 192339,\n",
       "  'UUID': '7BC34EE6-5499-4F51-A08A-BC3164D47B35',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 1,\n",
       "  'UsageTypeID': 1,\n",
       "  'AddressInfo': {'ID': 192698,\n",
       "   'Title': 'van Eerbeeklaan 2',\n",
       "   'AddressLine1': 'van Eerbeeklaan 2',\n",
       "   'Town': 'Uithoorn',\n",
       "   'StateOrProvince': 'Noord-Holland',\n",
       "   'Postcode': '1422GG',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 52.24550215072222,\n",
       "   'Longitude': 4.829777348453177,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 312483,\n",
       "    'ConnectionTypeID': 33,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 2,\n",
       "    'Amps': 16,\n",
       "    'Voltage': 230,\n",
       "    'PowerKW': 11.0,\n",
       "    'CurrentTypeID': 20,\n",
       "    'Quantity': 1,\n",
       "    'Comments': 'fixed cable'}],\n",
       "  'NumberOfPoints': 1,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2022-04-02T04:10:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2022-03-30T13:39:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2022-02-21T22:09:00Z',\n",
       "  'ID': 191685,\n",
       "  'UUID': '006EEA5F-8258-4179-AC33-4EB27C157A78',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 1,\n",
       "  'UsageTypeID': 4,\n",
       "  'AddressInfo': {'ID': 192044,\n",
       "   'Title': 'Platanenlaan 12',\n",
       "   'AddressLine1': 'Platanenlaan 12',\n",
       "   'Town': 'Nederhorst den Berg',\n",
       "   'StateOrProvince': 'Noord-Holland',\n",
       "   'Postcode': '1394 JR',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 52.25009579068714,\n",
       "   'Longitude': 5.046898739448807,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 311293,\n",
       "    'ConnectionTypeID': 25,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 2,\n",
       "    'Amps': 16,\n",
       "    'Voltage': 400,\n",
       "    'PowerKW': 11.0,\n",
       "    'CurrentTypeID': 20,\n",
       "    'Quantity': 2}],\n",
       "  'NumberOfPoints': 2,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2022-02-21T22:09:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2022-02-21T09:15:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2022-02-22T08:20:00Z',\n",
       "  'ID': 191683,\n",
       "  'UUID': 'F9A89AA7-6DF3-4206-9E8B-8C67AA1090AD',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 45,\n",
       "  'UsageTypeID': 6,\n",
       "  'AddressInfo': {'ID': 192042,\n",
       "   'Title': '5 Goeseelsstraat',\n",
       "   'AddressLine1': '5 Goeseelsstraat',\n",
       "   'Town': 'Breda',\n",
       "   'StateOrProvince': 'North Brabant',\n",
       "   'Postcode': '4817MV',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 51.59475608450231,\n",
       "   'Longitude': 4.797436275629025,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 311291,\n",
       "    'ConnectionTypeID': 25,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 2,\n",
       "    'Amps': 16,\n",
       "    'Voltage': 400,\n",
       "    'PowerKW': 11.0,\n",
       "    'CurrentTypeID': 20,\n",
       "    'Quantity': 5}],\n",
       "  'NumberOfPoints': 5,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2022-02-22T08:20:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2022-02-20T22:53:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2022-02-07T08:54:00Z',\n",
       "  'ID': 191365,\n",
       "  'UUID': 'E7FF6AE2-F8C2-4F06-9676-810854CA488F',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 38,\n",
       "  'UsageTypeID': 1,\n",
       "  'UsageCost': '0',\n",
       "  'AddressInfo': {'ID': 191724,\n",
       "   'Title': 'Lidl - Woerden',\n",
       "   'AddressLine1': 'Lepellaan 1',\n",
       "   'Town': 'Woerden',\n",
       "   'StateOrProvince': 'UTRECHT',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 52.0815342436093,\n",
       "   'Longitude': 4.8763468008691575,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 310649,\n",
       "    'ConnectionTypeID': 2,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 3,\n",
       "    'Amps': 120,\n",
       "    'Voltage': 400,\n",
       "    'PowerKW': 50.0,\n",
       "    'CurrentTypeID': 30,\n",
       "    'Quantity': 1},\n",
       "   {'ID': 310650,\n",
       "    'ConnectionTypeID': 33,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 3,\n",
       "    'Amps': 120,\n",
       "    'Voltage': 400,\n",
       "    'PowerKW': 50.0,\n",
       "    'CurrentTypeID': 30,\n",
       "    'Quantity': 1},\n",
       "   {'ID': 310651,\n",
       "    'ConnectionTypeID': 1036,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 3,\n",
       "    'PowerKW': 43.0,\n",
       "    'CurrentTypeID': 20,\n",
       "    'Quantity': 1,\n",
       "    'Comments': ''}],\n",
       "  'NumberOfPoints': 2,\n",
       "  'GeneralComments': 'FREE for Shoppers, 30 minutes. ',\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2022-02-07T08:54:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2022-02-07T08:54:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2021-12-29T14:57:00Z',\n",
       "  'ID': 190860,\n",
       "  'UUID': '29C2D400-F957-4E36-8069-B4416ABDBA3F',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 103,\n",
       "  'UsageTypeID': 4,\n",
       "  'AddressInfo': {'ID': 191219,\n",
       "   'Title': 'Martinetsingel',\n",
       "   'AddressLine1': 'Martinetsingel',\n",
       "   'Town': 'Zutphen',\n",
       "   'StateOrProvince': 'Gelderland',\n",
       "   'Postcode': '7201DZ',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 52.139127107971944,\n",
       "   'Longitude': 6.198663242153316,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 309557,\n",
       "    'ConnectionTypeID': 0,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 2,\n",
       "    'Amps': 16,\n",
       "    'Voltage': 400,\n",
       "    'PowerKW': 11.0,\n",
       "    'CurrentTypeID': 20,\n",
       "    'Quantity': 2}],\n",
       "  'NumberOfPoints': 2,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2021-12-29T14:57:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2021-12-28T19:07:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2021-12-29T14:58:00Z',\n",
       "  'ID': 190859,\n",
       "  'UUID': 'CF7FA27E-7D98-42F0-A4E6-B870D890109A',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 3387,\n",
       "  'UsageTypeID': 4,\n",
       "  'AddressInfo': {'ID': 191218,\n",
       "   'Title': '45 Zijlvest',\n",
       "   'AddressLine1': 'Zijlvest 45',\n",
       "   'Town': 'Haarlem',\n",
       "   'StateOrProvince': 'North Holland',\n",
       "   'Postcode': '2011VB',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 52.38162773568132,\n",
       "   'Longitude': 4.629299343716525,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 309556,\n",
       "    'ConnectionTypeID': 25,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 2,\n",
       "    'Amps': 32,\n",
       "    'Voltage': 400,\n",
       "    'PowerKW': 22.0,\n",
       "    'CurrentTypeID': 20,\n",
       "    'Quantity': 12}],\n",
       "  'NumberOfPoints': 12,\n",
       "  'GeneralComments': 'Inside parking garage',\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2021-12-29T14:58:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2021-12-28T19:05:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2021-12-29T15:01:00Z',\n",
       "  'ID': 190858,\n",
       "  'UUID': '0691509F-69E8-4F0B-B6DD-E2B81CAC1E6A',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 73,\n",
       "  'UsageTypeID': 4,\n",
       "  'AddressInfo': {'ID': 191217,\n",
       "   'Title': 'Johan de Wittstraat 3',\n",
       "   'AddressLine1': 'Johan de Wittstraat 3',\n",
       "   'Town': 'Wassenaar',\n",
       "   'StateOrProvince': 'South Holland',\n",
       "   'Postcode': '2242LB',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 52.142832881845806,\n",
       "   'Longitude': 4.396562071018252,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 309555,\n",
       "    'ConnectionTypeID': 25,\n",
       "    'Reference': 'EVB-P2004138',\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 2,\n",
       "    'Amps': 16,\n",
       "    'Voltage': 400,\n",
       "    'PowerKW': 11.0,\n",
       "    'CurrentTypeID': 20,\n",
       "    'Quantity': 1}],\n",
       "  'NumberOfPoints': 1,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2021-12-29T15:01:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2021-12-28T19:00:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': True,\n",
       "  'DateLastVerified': '2021-12-29T15:03:00Z',\n",
       "  'ID': 190857,\n",
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       "   'Title': 'Frederik Hendrikstraat',\n",
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       "  'ID': 190721,\n",
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       " {'IsRecentlyVerified': False,\n",
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       "   'Title': 'Marktplein',\n",
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       "   'ContactTelephone1': '+31 85 1054135',\n",
       "   'AccessComments': '12 bays with dynamic parking; green = parking for all cars, blue = only charging allowed',\n",
       "   'RelatedURL': 'https://haarlemmermeergemeente.nl/nieuws/hoofddorp-heeft-een-slim-laadplein',\n",
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       "    'Comments': \"slim laadplein met dynamische parkeerindicator: groen = parkeren alle auto's, blauw = alleen elektrisch laden, minimaal 2 laadplekken altijd beschikbaar.\"}],\n",
       "  'NumberOfPoints': 12,\n",
       "  'GeneralComments': 'Provider: e-voltt, www.e-voltt.nl',\n",
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       " {'IsRecentlyVerified': False,\n",
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       "   'Title': 'EVBox fastcharger',\n",
       "   'AddressLine1': 'Kallenbroekerweg',\n",
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       "   'Title': ' AVIA de Poel - Goes',\n",
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       "   'AccessComments': 'At Avia gas station and on the side of the wash box. Two 220v connectors',\n",
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       "   'Title': 'Ab en van de Schelde Nissan dealer',\n",
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       "   'Title': 'Ab en van de Schelde Nissan dealer',\n",
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       " {'IsRecentlyVerified': False,\n",
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       "   'Title': 'Van Musschenbroekstraat',\n",
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       "  'UsageCost': \"€0.25/kWh; andere tarieven voor oudere auto's\",\n",
       "  'AddressInfo': {'ID': 171453,\n",
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       "  'GeneralComments': 'Charging16 Superchargers, available 24/7, up to 250kW',\n",
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       " {'IsRecentlyVerified': False,\n",
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       "   'Title': 'Carlton President Hotel',\n",
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       "  'GeneralComments': '4 Tesla Connectors, up to 11kW.Available for customers. Please call ahead.',\n",
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       " {'IsRecentlyVerified': False,\n",
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       "  'AddressInfo': {'ID': 171305,\n",
       "   'Title': 'Rosariumstraat',\n",
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       " {'IsRecentlyVerified': False,\n",
       "  'DateLastVerified': '2020-12-08T18:30:00Z',\n",
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       "  'AddressInfo': {'ID': 171116,\n",
       "   'Title': 'Willibrordus Business Center',\n",
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       "   'StateOrProvince': 'NH',\n",
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       " {'IsRecentlyVerified': False,\n",
       "  'DateLastVerified': '2020-12-06T17:40:00Z',\n",
       "  'ID': 170696,\n",
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       "  'AddressInfo': {'ID': 171055,\n",
       "   'Title': 'Dcb energy hub Schiphol',\n",
       "   'AddressLine1': 'Changing Lane 10',\n",
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       "    'Voltage': 400,\n",
       "    'PowerKW': 11.0,\n",
       "    'CurrentTypeID': 20,\n",
       "    'Quantity': 2}],\n",
       "  'NumberOfPoints': 2,\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2020-08-04T18:17:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2020-08-01T10:57:00Z',\n",
       "  'SubmissionStatusTypeID': 200},\n",
       " {'IsRecentlyVerified': False,\n",
       "  'DateLastVerified': '2021-01-07T06:55:00Z',\n",
       "  'ID': 161875,\n",
       "  'UUID': '4F9A83B2-B1D8-4734-82D3-FBD75D0FCAE8',\n",
       "  'DataProviderID': 1,\n",
       "  'OperatorID': 23,\n",
       "  'OperatorsReference': '54156',\n",
       "  'UsageTypeID': 4,\n",
       "  'UsageCost': \"€0.25/kWh; andere tarieven voor oudere auto's\",\n",
       "  'AddressInfo': {'ID': 162232,\n",
       "   'Title': 'Middelburg Supercharger',\n",
       "   'AddressLine1': 'Paukenweg 3',\n",
       "   'Town': 'Middelburg',\n",
       "   'Postcode': '4337 WH',\n",
       "   'CountryID': 159,\n",
       "   'Latitude': 51.480275,\n",
       "   'Longitude': 3.636485,\n",
       "   'DistanceUnit': 0},\n",
       "  'Connections': [{'ID': 232972,\n",
       "    'ConnectionTypeID': 27,\n",
       "    'StatusTypeID': 50,\n",
       "    'LevelID': 3,\n",
       "    'PowerKW': 120.0,\n",
       "    'CurrentTypeID': 30,\n",
       "    'Quantity': 2}],\n",
       "  'NumberOfPoints': 8,\n",
       "  'GeneralComments': 'Charging8 Superchargers, available 24/7, up to 250kW',\n",
       "  'StatusTypeID': 50,\n",
       "  'DateLastStatusUpdate': '2021-01-07T06:55:00Z',\n",
       "  'DataQualityLevel': 1,\n",
       "  'DateCreated': '2020-07-27T14:47:00Z',\n",
       "  'SubmissionStatusTypeID': 200}]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "7f7b497a",
   "metadata": {},
   "outputs": [
    {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>IsRecentlyVerified</th>\n",
       "      <th>DateLastVerified</th>\n",
       "      <th>ID</th>\n",
       "      <th>UUID</th>\n",
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       "      <th>Amps</th>\n",
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       "      <th>PowerKW</th>\n",
       "      <th>CurrentTypeID</th>\n",
       "      <th>Quantity</th>\n",
       "      <th>Reference</th>\n",
       "      <th>Comments</th>\n",
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       "      <td>2.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>400.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>20.0</td>\n",
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       "      <td>191683</td>\n",
       "      <td>F9A89AA7-6DF3-4206-9E8B-8C67AA1090AD</td>\n",
       "      <td>1</td>\n",
       "      <td>45.0</td>\n",
       "      <td>6</td>\n",
       "      <td>[{'ID': 311291, 'ConnectionTypeID': 25, 'Statu...</td>\n",
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       "      <td>16.0</td>\n",
       "      <td>400.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>True</td>\n",
       "      <td>2022-02-07T08:54:00Z</td>\n",
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       "      <td>E7FF6AE2-F8C2-4F06-9676-810854CA488F</td>\n",
       "      <td>1</td>\n",
       "      <td>38.0</td>\n",
       "      <td>1</td>\n",
       "      <td>[{'ID': 310649, 'ConnectionTypeID': 2, 'Status...</td>\n",
       "      <td>2</td>\n",
       "      <td>50</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>3.0</td>\n",
       "      <td>120.0</td>\n",
       "      <td>400.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>30.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>True</td>\n",
       "      <td>2021-12-29T14:57:00Z</td>\n",
       "      <td>190860</td>\n",
       "      <td>29C2D400-F957-4E36-8069-B4416ABDBA3F</td>\n",
       "      <td>1</td>\n",
       "      <td>103.0</td>\n",
       "      <td>4</td>\n",
       "      <td>[{'ID': 309557, 'ConnectionTypeID': 0, 'Status...</td>\n",
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       "      <td>50</td>\n",
       "      <td>...</td>\n",
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       "      <td>50.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>16.0</td>\n",
       "      <td>400.0</td>\n",
       "      <td>11.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>True</td>\n",
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       "      <td>190859</td>\n",
       "      <td>CF7FA27E-7D98-42F0-A4E6-B870D890109A</td>\n",
       "      <td>1</td>\n",
       "      <td>3387.0</td>\n",
       "      <td>4</td>\n",
       "      <td>[{'ID': 309556, 'ConnectionTypeID': 25, 'Statu...</td>\n",
       "      <td>12</td>\n",
       "      <td>50</td>\n",
       "      <td>...</td>\n",
       "      <td>25.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>32.0</td>\n",
       "      <td>400.0</td>\n",
       "      <td>22.0</td>\n",
       "      <td>20.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>NaN</td>\n",
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       "<p>5 rows × 43 columns</p>\n",
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      ],
      "text/plain": [
       "   IsRecentlyVerified      DateLastVerified      ID  \\\n",
       "0                True  2022-02-21T22:09:00Z  191685   \n",
       "1                True  2022-02-22T08:20:00Z  191683   \n",
       "2                True  2022-02-07T08:54:00Z  191365   \n",
       "3                True  2021-12-29T14:57:00Z  190860   \n",
       "4                True  2021-12-29T14:58:00Z  190859   \n",
       "\n",
       "                                   UUID  DataProviderID  OperatorID  \\\n",
       "0  006EEA5F-8258-4179-AC33-4EB27C157A78               1         1.0   \n",
       "1  F9A89AA7-6DF3-4206-9E8B-8C67AA1090AD               1        45.0   \n",
       "2  E7FF6AE2-F8C2-4F06-9676-810854CA488F               1        38.0   \n",
       "3  29C2D400-F957-4E36-8069-B4416ABDBA3F               1       103.0   \n",
       "4  CF7FA27E-7D98-42F0-A4E6-B870D890109A               1      3387.0   \n",
       "\n",
       "   UsageTypeID                                        Connections  \\\n",
       "0            4  [{'ID': 311293, 'ConnectionTypeID': 25, 'Statu...   \n",
       "1            6  [{'ID': 311291, 'ConnectionTypeID': 25, 'Statu...   \n",
       "2            1  [{'ID': 310649, 'ConnectionTypeID': 2, 'Status...   \n",
       "3            4  [{'ID': 309557, 'ConnectionTypeID': 0, 'Status...   \n",
       "4            4  [{'ID': 309556, 'ConnectionTypeID': 25, 'Statu...   \n",
       "\n",
       "   NumberOfPoints  StatusTypeID  ... ConnectionTypeID  StatusTypeID LevelID  \\\n",
       "0               2            50  ...             25.0          50.0     2.0   \n",
       "1               5            50  ...             25.0          50.0     2.0   \n",
       "2               2            50  ...              2.0          50.0     3.0   \n",
       "3               2            50  ...              0.0          50.0     2.0   \n",
       "4              12            50  ...             25.0          50.0     2.0   \n",
       "\n",
       "    Amps  Voltage PowerKW CurrentTypeID Quantity Reference Comments  \n",
       "0   16.0    400.0    11.0          20.0      2.0       NaN      NaN  \n",
       "1   16.0    400.0    11.0          20.0      5.0       NaN      NaN  \n",
       "2  120.0    400.0    50.0          30.0      1.0       NaN      NaN  \n",
       "3   16.0    400.0    11.0          20.0      2.0       NaN      NaN  \n",
       "4   32.0    400.0    22.0          20.0     12.0       NaN      NaN  \n",
       "\n",
       "[5 rows x 43 columns]"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "###Dataframe bevat kolom die een list zijn. \n",
    "#Met json_normalize zet je de eerste kolom om naar losse kolommen\n",
    "Laadpalen = pd.json_normalize(repsonsejson)\n",
    "#Daarna nog handmatig kijken welke kolommen over zijn in dit geval Connections\n",
    "#Kijken naar eerst laadpaal op de locatie\n",
    "#Kan je uitpakken middels:\n",
    "df4 = pd.json_normalize(Laadpalen.Connections)\n",
    "df5 = pd.json_normalize(df4[0])\n",
    "df5.head()\n",
    "###Bestanden samenvoegen\n",
    "Laadpalen = pd.concat([Laadpalen, df5], axis=1)\n",
    "Laadpalen.head()"
   ]
  }
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