Convert JSON file to Pandas dataframe

Question

I would like to convert a JSON to Pandas dataframe.

My JSON looks like: like:

{ 
   \"country1\":{ 
      \"AdUnit1\":{ 
         \"floor_price1\":{ 
            


        

Answer 1

You can try this approach:

 from google.cloud import storage
 import pandas as pd

 storage_client = storage.Client()
 bucket = storage_client.get_bucket('test-mvladoi')
 blob = bucket.blob('file')
 read_output = blob.download_as_string()
 data = json.loads(read_output)

 data_norm = json_normalize(data, max_level=5)
 df = pd.DataFrame(columns=['col1', 'col2', 'col3', 'col4', 'col5'])
 i = 0

 for col in b.columns:
     a,c,d,e = col.split('.')
     df.loc[i]  = [a,c,d,e,b[col][0]]
     i = i + 1

 print(df)