python – For loop for JSON data from API

I’m trying to pull out the Average, Min and Max Temperature as well as UV index for each ‘date’ (06/16 – 06/18) from Weather API data. The idea is to run the loop for the three days of data from the API call and get data for 06/16/2022, 06/17/2022,and 06/18/2022. I can’t get the loop to work and I think I’m having a hard time deciphering the structure of the JSON file. There are dicts in there.

I’d also like to pull the hourly data from the ‘hour’ object of the JSON response. For a Data science project I’d like to pull the hourly data and save to a database that can be used in Python or exported to Excel for basic cleanup or visualization.

Here is my code:

response = requests.get(url).json()
#for loop 
for days in response:
   date = response['forecast']['forecastday'][0]['date']
   avgtemp = response['forecast']['forecastday'][0]['day']['avgtemp_f']
   mintemp = response['forecast']['forecastday'][0]['day']['mintemp_f']
   maxtemp = response['forecast']['forecastday'][0]['day']['maxtemp_f']
   uv = response['forecast']['forecastday'][0]['day']['uv']

print(date)
print(avgtemp)
print(mintemp)
print(maxtemp)
print(uv)

without specifying [0] This error appears:

TypeError                                 Traceback (most recent call last)
<ipython-input-9-2ac82a55a57b> in <module>()
      6 for days in response:
      7   date = response['forecast']['forecastday'][0]['date']
----> 8   avgtemp = response['forecast']['forecastday']['day']['avgtemp_f']
      9   mintemp = response['forecast']['forecastday'][0]['day']['mintemp_f']
     10   maxtemp = response['forecast']['forecastday'][0]['day']['maxtemp_f']

TypeError: list indices must be integers or slices, not str

Here is the JSON response from the API call:

{'astro': {'moon_illumination': '78',
  'moon_phase': 'Waxing Gibbous',
  'moonrise': '10:21 PM',
  'moonset': '07:27 AM',
  'sunrise': '05:18 AM',
  'sunset': '07:33 PM'},
  'date': '2022-06-16',
  'date_epoch': 1655337600,
  'day': {'avghumidity': 8.0,
   'avgtemp_c': 34.3,
   'avgtemp_f': 93.8,
   'avgvis_km': 10.0,


'avgvis_miles': 6.0,
  'condition': {'code': 1000,
   'icon': '//cdn.weatherapi.com/weather/64x64/day/113.png',
   'text': 'Sunny'},
  'daily_chance_of_rain': 0,
  'daily_chance_of_snow': 0,
  'daily_will_it_rain': 0,
  'daily_will_it_snow': 0,
  'maxtemp_c': 43.2,


'maxtemp_f': 109.8,
  'maxwind_kph': 33.8,
  'maxwind_mph': 21.0,
  'mintemp_c': 26.1,
  'mintemp_f': 79.0,
  'totalprecip_in': 0.0,
  'totalprecip_mm': 0.0,
  'uv': 11.0},
 'hour': [{'chance_of_rain': 0,
   'chance_of_snow': 0,
   'cloud': 0,
   'condition': {'code': 1000,
    'icon': '//cdn.weatherapi.com/weather/64x64/night/113.png',
    'text': 'Clear'},
   'dewpoint_c': -9.1,
   'dewpoint_f': 15.6,
   'feelslike_c': 27.1,
   'feelslike_f': 80.8,
   'gust_kph': 11.2,
   'gust_mph': 6.9,
   'heatindex_c': 27.1,
   'heatindex_f': 80.8,
   'humidity': 8,
   'is_day': 0,
   'precip_in': 0.0,
   'precip_mm': 0.0,
   'pressure_in': 29.77,
   'pressure_mb': 1008.0,
   'temp_c': 29.3,
   'temp_f': 84.7,
   'time': '2022-06-16 00:00',
   'time_epoch': 1655362800,
   'uv': 1.0,
   'vis_km': 10.0,
   'vis_miles': 6.0,
   'will_it_rain': 0,
   'will_it_snow': 0,
   'wind_degree': 280,
   'wind_dir': 'W',
   'wind_kph': 5.4,
   'wind_mph': 3.4,
   'windchill_c': 29.3,
   'windchill_f': 84.7},
  {'chance_of_rain': 0,
   'chance_of_snow': 0,
   'cloud': 0,
   'condition': {'code': 1000,
    'icon': '//cdn.weatherapi.com/weather/64x64/night/113.png',
    'text': 'Clear'},
   'dewpoint_c': -8.4,
   'dewpoint_f': 16.9,
   'feelslike_c': 26.5,
   'feelslike_f': 79.7,
   'gust_kph': 9.0,
   'gust_mph': 5.6,
   'heatindex_c': 26.5,
   'heatindex_f': 79.7,
   'humidity': 8,
   'is_day': 0,
   'precip_in': 0.0,
   'precip_mm': 0.0,
   'pressure_in': 29.78,
   'pressure_mb': 1009.0,
   'temp_c': 28.6,
   'temp_f': 83.5,
   'time': '2022-06-16 01:00',
   'time_epoch': 1655366400,
   'uv': 1.0,
   'vis_km': 10.0,
   'vis_miles': 6.0,
   'will_it_rain': 0,
   'will_it_snow': 0,
   'wind_degree': 243,
   'wind_dir': 'WSW',
   'wind_kph': 4.3,
   'wind_mph': 2.7,
   'windchill_c': 28.6,
   'windchill_f': 83.5},
  {'chance_of_rain': 0,
   'chance_of_snow': 0,
   'cloud': 0,
   'condition': {'code': 1000,
    'icon': '//cdn.weatherapi.com/weather/64x64/night/113.png',
    'text': 'Clear'},
   'dewpoint_c': -8.0,
   'dewpoint_f': 17.6,
   'feelslike_c': 25.9,
   'feelslike_f': 78.6,
   'gust_kph': 9.0,
   'gust_mph': 5.6,
   'heatindex_c': 25.9,
   'heatindex_f': 78.6,
   'humidity': 9,
   'is_day': 0,
   'precip_in': 0.0,
   'precip_mm': 0.0,
   'pressure_in': 29.79,
   'pressure_mb': 1009.0,
   'temp_c': 27.9,
   'temp_f': 82.2,
   'time': '2022-06-16 02:00',
   'time_epoch': 1655370000,
   'uv': 1.0,
   'vis_km': 10.0,
   'vis_miles': 6.0,
   'will_it_rain': 0,
   'will_it_snow': 0,
   'wind_degree': 219,
   'wind_dir': 'SW',
   'wind_kph': 4.3,
   'wind_mph': 2.7,
   'windchill_c': 27.9,
   'windchill_f': 82.2},
  {'chance_of_rain': 0,
   'chance_of_snow': 0,
   'cloud': 0,
   'condition': {'code': 1000,
    'icon': '//cdn.weatherapi.com/weather/64x64/night/113.png',
    'text': 'Clear'},
   'dewpoint_c': -8.0,
   'dewpoint_f': 17.6,
   'feelslike_c': 25.8,
   'feelslike_f': 78.4,
   'gust_kph': 11.2,
   'gust_mph': 6.9,
   'heatindex_c': 25.8,
   'heatindex_f': 78.4,
   'humidity': 9,
   'is_day': 0,
   'precip_in': 0.0,
   'precip_mm': 0.0,
   'pressure_in': 29.77,
   'pressure_mb': 1008.0,
   'temp_c': 27.7,
   'temp_f': 81.9,
   'time': '2022-06-16 03:00',
   'time_epoch': 1655373600,
   'uv': 1.0,
   'vis_km': 10.0,
   'vis_miles': 6.0,
   'will_it_rain': 0,
   'will_it_snow': 0,
   'wind_degree': 200,
   'wind_dir': 'SSW',
   'wind_kph': 5.4,
   'wind_mph': 3.4,
   'windchill_c': 27.7,
   'windchill_f': 81.9},
  {'chance_of_rain': 0,
   'chance_of_snow': 0,
   'cloud': 0,
   'condition': {'code': 1000,
    'icon': '//cdn.weatherapi.com/weather/64x64/night/113.png',
    'text': 'Clear'},
   'dewpoint_c': -7.7,
   'dewpoint_f': 18.1,
   'feelslike_c': 25.4,
   'feelslike_f': 77.7,
   'gust_kph': 10.4,
   'gust_mph': 6.5,
   'heatindex_c': 25.4,
   'heatindex_f': 77.7,
   'humidity': 10,
   'is_day': 0,
   'precip_in': 0.0,
   'precip_mm': 0.0,
   'pressure_in': 29.77,
   'pressure_mb': 1008.0,
   'temp_c': 27.2,
   'temp_f': 81.0,
   'time': '2022-06-16 04:00',
   'time_epoch': 1655377200,
   'uv': 1.0,
   'vis_km': 10.0,
   'vis_miles': 6.0,
   'will_it_rain': 0,
   'will_it_snow': 0,
   'wind_degree': 187,
   'wind_dir': 'S',
   'wind_kph': 5.0,
   'wind_mph': 3.1,
   'windchill_c': 27.2,
   'windchill_f': 81.0},
  {'chance_of_rain': 0,
   'chance_of_snow': 0,
   'cloud': 0,
   'condition': {'code': 1000,
    'icon': '//cdn.weatherapi.com/weather/64x64/night/113.png',
    'text': 'Clear'},
   'dewpoint_c': -7.1,
   'dewpoint_f': 19.2,
   'feelslike_c': 24.9,
   'feelslike_f': 76.8,
   'gust_kph': 9.7,
   'gust_mph': 6.0,
   'heatindex_c': 24.9,
   'heatindex_f': 76.8,
   'humidity': 10,
   'is_day': 0,
   'precip_in': 0.0,
   'precip_mm': 0.0,
   'pressure_in': 29.77,
   'pressure_mb': 1008.0,
   'temp_c': 26.6,
   'temp_f': 79.9,
   'time': '2022-06-16 05:00',
   'time_epoch': 1655380800,
   'uv': 1.0,
   'vis_km': 10.0,
   'vis_miles': 6.0,
   'will_it_rain': 0,
   'will_it_snow': 0,
   'wind_degree': 164,
   'wind_dir': 'SSE',
   'wind_kph': 4.7,
   'wind_mph': 2.9,
   'windchill_c': 26.6,
   'windchill_f': 79.9},
  {'chance_of_rain': 0,
   'chance_of_snow': 0,
   'cloud': 0,
   'condition': {'code': 1000,
    'icon': '//cdn.weatherapi.com/weather/64x64/day/113.png',
    'text': 'Sunny'},
   'dewpoint_c': -6.9,
   'dewpoint_f': 19.6,
   'feelslike_c': 24.5,
   'feelslike_f': 76.1,
   'gust_kph': 6.8,
   'gust_mph': 4.3,
   'heatindex_c': 24.5,
   'heatindex_f': 76.1,
   'humidity': 11,
   'is_day': 1,
   'precip_in': 0.0,
   'precip_mm': 0.0,
   'pressure_in': 29.77,
   'pressure_mb': 1008.0,
   'temp_c': 26.1,
   'temp_f': 79.0,
   'time': '2022-06-16 06:00',
   'time_epoch': 1655384400,
   'uv': 7.0,
   'vis_km': 10.0,
   'vis_miles': 6.0,
   'will_it_rain': 0,
   'will_it_snow': 0,
   'wind_degree': 128,
   'wind_dir': 'SE',
   'wind_kph': 3.2,
   'wind_mph': 2.0,
   'windchill_c': 26.1,
   'windchill_f': 79.0},
  {'chance_of_rain': 0,
   'chance_of_snow': 0,
   'cloud': 0,
   'condition': {'code': 1000,
    'icon': '//cdn.weatherapi.com/weather/64x64/day/113.png',
    'text': 'Sunny'},
   'dewpoint_c': -5.7,
   'dewpoint_f': 21.7,
   'feelslike_c': 25.4,
   'feelslike_f': 77.7,
   'gust_kph': 7.6,
   'gust_mph': 4.7,
   'heatindex_c': 25.4,
   'heatindex_f': 77.7,
   'humidity': 11,
   'is_day': 1,
   'precip_in': 0.0,
   'precip_mm': 0.0,
   'pressure_in': 29.79,
   'pressure_mb': 1009.0,
   'temp_c': 27.3,
   'temp_f': 81.1,
   'time': '2022-06-16 07:00',
   'time_epoch': 1655388000,
   'uv': 7.0,
   'vis_km': 10.0,
   'vis_miles': 6.0,
   'will_it_rain': 0,
   'will_it_snow': 0,
   'wind_degree': 146,
   'wind_dir': 'SSE',
   'wind_kph': 3.6,
   'wind_mph': 2.2,
   'windchill_c': 27.3,
   'windchill_f': 81.1},
  {'chance_of_rain': 0,
   'chance_of_snow': 0,
   'cloud': 0,
   'condition': {'code': 1000,
    'icon': '//cdn.weatherapi.com/weather/64x64/day/113.png',
    'text': 'Sunny'},
   'dewpoint_c': -7.7,
   'dewpoint_f': 18.1,
   'feelslike_c': 27.8,
   'feelslike_f': 82.0,
   'gust_kph': 6.5,
   'gust_mph': 4.0,
   'heatindex_c': 27.8,
   'heatindex_f': 82.0,
   'humidity': 8,
   'is_day': 1,
   'precip_in': 0.0,
   'precip_mm': 0.0,
   'pressure_in': 29.8,
   'pressure_mb': 1009.0,
   'temp_c': 30.0,
   'temp_f': 86.0,
   'time': '2022-06-16 08:00',
   'time_epoch': 1655391600,
   'uv': 8.0,
   'vis_km': 10.0,
   'vis_miles': 6.0,
   'will_it_rain': 0,
   'will_it_snow': 0,
   'wind_degree': 179,
   'wind_dir': 'S',
   'wind_kph': 4.7,
   'wind_mph': 2.9,
   'windchill_c': 30.0,
   'windchill_f': 86.0},
  {'chance_of_rain': 0,
   'chance_of_snow': 0,
   'cloud': 0,
   'condition': {'code': 1000,
    'icon': '//cdn.weatherapi.com/weather/64x64/day/113.png',
    'text': 'Sunny'},
   'dewpoint_c': -9.7,
   'dewpoint_f': 14.5,
   'feelslike_c': 29.6,
   'feelslike_f': 85.3,
   'gust_kph': 5.4,
   'gust_mph': 3.4,
   'heatindex_c': 29.6,
   'heatindex_f': 85.3,
   'humidity': 6,
   'is_day': 1,
   'precip_in': 0.0,
   'precip_mm': 0.0,
   'pressure_in': 29.8,
   'pressure_mb': 1009.0,
   'temp_c': 31.8,
   'temp_f': 89.2,
   'time': '2022-06-16 09:00',
   'time_epoch': 1655395200,
   'uv': 8.0,
   'vis_km': 10.0,
   'vis_miles': 6.0,
   'will_it_rain': 0,
   'will_it_snow': 0,
   'wind_degree': 168,
   'wind_dir': 'SSE',
   'wind_kph': 4.3,
   'wind_mph': 2.7,
   'windchill_c': 31.8,
   'windchill_f': 89.2},
  {'chance_of_rain': 0,
   'chance_of_snow': 0,
   'cloud': 0,
   'condition': {'code': 1000,
    'icon': '//cdn.weatherapi.com/weather/64x64/day/113.png',
    'text': 'Sunny'},
   'dewpoint_c': -9.4,
   'dewpoint_f': 15.1,
   'feelslike_c': 31.3,
   'feelslike_f': 88.3,
   'gust_kph': 2.9,
   'gust_mph': 1.8,
   'heatindex_c': 31.3,
   'heatindex_f': 88.3,
   'humidity': 6,
   'is_day': 1,
   'precip_in': 0.0,
   'precip_mm': 0.0,
   'pressure_in': 29.79,
   'pressure_mb': 1009.0,
   'temp_c': 33.4,
   'temp_f': 92.1,
   'time': '2022-06-16 10:00',
   'time_epoch': 1655398800,
   'uv': 8.0,
   'vis_km': 10.0,
   'vis_miles': 6.0,
   'will_it_rain': 0,
   'will_it_snow': 0,
   'wind_degree': 131,
   'wind_dir': 'SE',
   'wind_kph': 2.5,
   'wind_mph': 1.6,
   'windchill_c': 33.4,
   'windchill_f': 92.1},
  {'chance_of_rain': 0,
   'chance_of_snow': 0,
   'cloud': 0,
   'condition': {'code': 1000,
    'icon': '//cdn.weatherapi.com/weather/64x64/day/113.png',
    'text': 'Sunny'},
   'dewpoint_c': -7.3,
   'dewpoint_f': 18.9,
   'feelslike_c': 36.9,
   'feelslike_f': 98.4,
   'gust_kph': 2.2,
   'gust_mph': 1.3,
   'heatindex_c': 36.9,
   'heatindex_f': 98.4,
   'humidity': 5,
   'is_day': 1,
   'precip_in': 0.0,
   'precip_mm': 0.0,
   'pressure_in': 29.78,
   'pressure_mb': 1008.0,
   'temp_c': 37.9,
   'temp_f': 100.2,
   'time': '2022-06-16 11:00',
   'time_epoch': 1655402400,
   'uv': 9.0,
   'vis_km': 10.0,
   'vis_miles': 6.0,
   'will_it_rain': 0,
   'will_it_snow': 0,
   'wind_degree': 68,
   'wind_dir': 'ENE',
   'wind_kph': 1.8,
   'wind_mph': 1.1,
   'windchill_c': 37.9,
   'windchill_f': 100.2},
  {'chance_of_rain': 0,
   'chance_of_snow': 0,
   'cloud': 2,
   'condition': {'code': 1000,
    'icon': '//cdn.weatherapi.com/weather/64x64/day/113.png',
    'text': 'Sunny'},
   'dewpoint_c': -7.3,
   'dewpoint_f': 18.9,
   'feelslike_c': 39.2,
   'feelslike_f': 102.6,
   'gust_kph': 3.2,
   'gust_mph': 2.0,
   'heatindex_c': 39.2,
   'heatindex_f': 102.6,
   'humidity': 5,
   'is_day': 1,
   'precip_in': 0.0,
   'precip_mm': 0.0,
   'pressure_in': 29.76,
   'pressure_mb': 1008.0,
   'temp_c': 39.5,
   'temp_f': 103.1,
   'time': '2022-06-16 12:00',
   'time_epoch': 1655406000,
   'uv': 9.0,
   'vis_km': 10.0,
   'vis_miles': 6.0,
   'will_it_rain': 0,
   'will_it_snow': 0,
   'wind_degree': 4,
   'wind_dir': 'N',
   'wind_kph': 2.9,
   'wind_mph': 1.8,
   'windchill_c': 39.5,
   'windchill_f': 103.1},
  {'chance_of_rain': 0,
   'chance_of_snow': 0,
   'cloud': 4,
   'condition': {'code': 1000,
    'icon': '//cdn.weatherapi.com/weather/64x64/day/113.png',
    'text': 'Sunny'},
   'dewpoint_c': -6.9,
   'dewpoint_f': 19.6,
   'feelslike_c': 41.4,
   'feelslike_f': 106.5,
   'gust_kph': 3.6,
   'gust_mph': 2.2,
   'heatindex_c': 41.4,
   'heatindex_f': 106.5,
   'humidity': 5,
   'is_day': 1,
   'precip_in': 0.0,
   'precip_mm': 0.0,
   'pressure_in': 29.74,
   'pressure_mb': 1007.0,
   'temp_c': 41.0,
   'temp_f': 105.8,
   'time': '2022-06-16 13:00',
   'time_epoch': 1655409600,
   'uv': 10.0,
   'vis_km': 10.0,
   'vis_miles': 6.0,
   'will_it_rain': 0,
   'will_it_snow': 0,
   'wind_degree': 338,
   'wind_dir': 'NNW',
   'wind_kph': 3.2,
   'wind_mph': 2.0,
   'windchill_c': 41.0,
   'windchill_f': 105.8},
  {'chance_of_rain': 0,
   'chance_of_snow': 0,
   'cloud': 7,
   'condition': {'code': 1000,
    'icon': '//cdn.weatherapi.com/weather/64x64/day/113.png',
    'text': 'Sunny'},
   'dewpoint_c': -6.1,
   'dewpoint_f': 21.0,
   'feelslike_c': 43.3,
   'feelslike_f': 109.9,
   'gust_kph': 5.0,
   'gust_mph': 3.1,
   'heatindex_c': 43.3,
   'heatindex_f': 109.9,
   'humidity': 5,
   'is_day': 1,
   'precip_in': 0.0,
   'precip_mm': 0.0,
   'pressure_in': 29.7,
   'pressure_mb': 1006.0,
   'temp_c': 42.2,
   'temp_f': 108.0,
   'time': '2022-06-16 14:00',
   'time_epoch': 1655413200,
   'uv': 10.0,
   'vis_km': 10.0,
   'vis_miles': 6.0,
   'will_it_rain': 0,
   'will_it_snow': 0,
   'wind_degree': 317,
   'wind_dir': 'NW',
   'wind_kph': 4.3,
   'wind_mph': 2.7,
   'windchill_c': 42.2,
   'windchill_f': 108.0},
  {'chance_of_rain': 0,
   'chance_of_snow': 0,
   'cloud': 11,
   'condition': {'code': 1000,
    'icon': '//cdn.weatherapi.com/weather/64x64/day/113.png',
    'text': 'Sunny'},
   'dewpoint_c': -4.9,
   'dewpoint_f': 23.2,
   'feelslike_c': 44.9,
   'feelslike_f': 112.8,
   'gust_kph': 9.4,
   'gust_mph': 5.8,
   'heatindex_c': 44.9,
   'heatindex_f': 112.8,
   'humidity': 5,
   'is_day': 1,
   'precip_in': 0.0,
   'precip_mm': 0.0,
   'pressure_in': 29.67,
   'pressure_mb': 1005.0,
   'temp_c': 43.2,
   'temp_f': 109.8,
   'time': '2022-06-16 15:00',
   'time_epoch': 1655416800,
   'uv': 10.0,
   'vis_km': 10.0,
   'vis_miles': 6.0,
   'will_it_rain': 0,
   'will_it_snow': 0,
   'wind_degree': 309,
   'wind_dir': 'NW',
   'wind_kph': 8.3,
   'wind_mph': 5.1,
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