My plan is to "clean" the json below (json n.1) in order to only keep the location value, the date and the PM25 value (json n.2). I would like to do this with Python language. Does anyone know how to do this? Many thanks for your support.
json n.1 (dict):
'level': 'hyper-local',
'date': '2020-12-14T15:00:00+00:00',
'pollutants': {'NO2': {'description': 'Nitrogen dioxide',
'concentration': {'mugm3': {'value': 22}},
'aqi': {'elichens': {'value': 11.0,
'category': 'Very Low Pollution',
'color': '#6cef00'}}},
'O3': {'description': 'Ozone',
'concentration': {'mugm3': {'value': 27}},
'aqi': {'elichens': {'value': 11.0,
'category': 'Very Low Pollution',
'color': '#6cef00'}}},
'PM25': {'description': 'Fine particulate matter (< 2.5 µm)',
'concentration': {'mugm3': {'value': 9}},
'aqi': {'elichens': {'value': 15.0,
'category': 'Very Low Pollution',
'color': '#93f400'}}},
'PM10': {'description': 'Fine particulate matter (< 10 µm)',
'concentration': {'mugm3': {'value': 15}},
'aqi': {'elichens': {'value': 15.0,
'category': 'Very Low Pollution',
'color': '#93f400'}}}},
'global_aqi': {'elichens': {'value': 15.0,
'dominant': 'PM25',
'info': 'eLichens Air Quality Index (eAQI)',
'category': 'Very Low Pollution',
'color': '#93f400'}}}
My goal is to get something like this:
json n.2 (dict):
'pollutants': {'PM25': {'concentration': {'mugm3': {'value': 9}}}}}}
I managed to extract the information I needed like this:
pprint(data)
data1=data['location']['latitude']
data2=data['location']['longitude']
data2=data['date']
data3=data['pollutants']['PM25']['aqi']
Output for data1: 5.7782350000000005 (float)
Output for data2: 45.204480000000004 (float)
Output for data3: '2020-12-14T15:00:00+00:00' (string)
Output for data4: 15.0 (float)
Now I am trying to merge data1, data2, data3 and data4 in a json file
I managed extracting the data I needed with this piece of code (d is my json n.1, which is a dict). I guess this is not the perfect solution, but it works:)
location,date,pm=d['location'],d['date'],d['pollutants']['PM25']['aqi']['elichens']['value']
dict1={'location':location}
dict2={'date':date}
dict3={'PM25':pm}
dict1.update(dict2)
dict1.update(dict3)
print(dict1)
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