Python extract elements from Json string

Question

I have a Json string from which I\'m able to extract few components like formatted_address,lat,lng, but I\'m unable to extract feature(val

Answer 1

This is rather a pretty broad question...

To help you to start:

record_path = ['address_components']

meta= [
  'formatted_address',
  ['geometry','location','lat'],
  ['geometry','location','lng'],  
]

x = pd.io.json.json_normalize(d['results'], record_path, meta)

Result:

In [20]: pd.options.display.max_rows = 15

In [21]: x
Out[21]:
          long_name       short_name                                          types  \
0       Satya Niwas      Satya Niwas    [establishment, point_of_interest, premise]
1       Kanti Nagar      Kanti Nagar  [political, sublocality, sublocality_level_3]
2         J B Nagar        J B Nagar  [political, sublocality, sublocality_level_2]
3      Andheri East     Andheri East  [political, sublocality, sublocality_level_1]
4            Mumbai           Mumbai                          [locality, political]
5   Mumbai Suburban  Mumbai Suburban       [administrative_area_level_2, political]
6       Maharashtra               MH       [administrative_area_level_1, political]
..              ...              ...                                            ...
83            India               IN                           [country, political]
84           400047           400047                                  [postal_code]
85     Andheri East     Andheri East  [political, sublocality, sublocality_level_1]
86           Mumbai           Mumbai                          [locality, political]
87  Mumbai Suburban  Mumbai Suburban       [administrative_area_level_2, political]
88      Maharashtra               MH       [administrative_area_level_1, political]
89            India               IN                           [country, political]

                                    formatted_address  geometry.location.lat  geometry.location.lng
0   Satya Niwas, Kanti Nagar, J B Nagar, Andheri E...              19.109659              72.867471
1   Satya Niwas, Kanti Nagar, J B Nagar, Andheri E...              19.109659              72.867471
2   Satya Niwas, Kanti Nagar, J B Nagar, Andheri E...              19.109659              72.867471
3   Satya Niwas, Kanti Nagar, J B Nagar, Andheri E...              19.109659              72.867471
4   Satya Niwas, Kanti Nagar, J B Nagar, Andheri E...              19.109659              72.867471
5   Satya Niwas, Kanti Nagar, J B Nagar, Andheri E...              19.109659              72.867471
6   Satya Niwas, Kanti Nagar, J B Nagar, Andheri E...              19.109659              72.867471
..                                                ...                    ...                    ...
83  J B Nagar, Andheri East, Mumbai, Maharashtra 4...              19.111062              72.865592
84  J B Nagar, Andheri East, Mumbai, Maharashtra 4...              19.111062              72.865592
85           Andheri East, Mumbai, Maharashtra, India              19.115491              72.872695
86           Andheri East, Mumbai, Maharashtra, India              19.115491              72.872695
87           Andheri East, Mumbai, Maharashtra, India              19.115491              72.872695
88           Andheri East, Mumbai, Maharashtra, India              19.115491              72.872695
89           Andheri East, Mumbai, Maharashtra, India              19.115491              72.872695

[90 rows x 6 columns]