convert .json file to .csv

Question

I have the following .json file:

data:   
    0:  
        area_code   "1A40"
        blacklist   0
        cost_center "Payments "
        country "Colombia"
        created_date    "Thu, 03 Jul 2014 12:57:02 GMT"
        .
        .
        .
    1:
        area_code   "1A42"
        blacklist   0
        cost_center "Payments "
        country "Colombia"
        created_date    "Thu, 03 Jul 2014 12:57:02 GMT"
        .
        .
        .
    2:{...}
    .
    .
    .
    1000:{...}

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I am using the following code to convert my .json file to csv :

import pandas as pd
df = pd.read_json('Data.json')['data']
df.to_csv('file.csv')

when I open the file from google sheet it brings me this way:

	data
0	{‘area_code’: ‘1A40’, ‘blacklist’: 0, ‘cost_center’: ‘Payments’, ‘country’: ‘Colombia’, ‘created_date’: ‘Thu, 03 Jul 2014 12:57:02 GMT’, ‘deleted_date’: None, ‘department’: ‘Core Enablers’, ‘display_name’: ‘Oscar’, ‘division’: ‘IT’, …’}
1	{‘area_code’: ‘1A41’, ‘blacklist’: 0, ‘cost_center’: ‘Payments’, ‘country’: ‘Colombia’, ‘created_date’: ‘Thu, 03 Jul 2014 12:57:02 GMT’, ‘deleted_date’: None, ‘department’: ‘Core Enablers’, ‘display_name’: ‘Oscar’, ‘division’: ‘IT’, …’}
…	{…}
999	{…}

What I’m needing is for the information to be listed in the sheet without repeating the headers for each cell

	area_code	blacklist	cost_center	country	created_date	…
0	1A40	0	Payments	Colombia	Thu, 03 Jul 2014 12:57:02 GMT	…
1	1A42	0	Payments	Colombia	Thu, 03 Jul 2014 12:57:02 GMT	…
…	…	….	…	…	….	…
999	…	….	…	…	…	…

Maybe you could tell me how I can list it like this?

Asked By: Luis Contreras

||

Source

Answer 1

You can try:

import json
import pandas as pd

with open('data.json', 'r') as f_in:
    df = pd.DataFrame(json.load(f_in)['data'])

print(df)

#to save to CSV:
#df.to_csv('file.csv')

Prints:

  area_code  blacklist cost_center   country                   created_date
0      1A40          0   Payments   Colombia  Thu, 03 Jul 2014 12:57:02 GMT
1      1A42          0   Payments   Colombia  Thu, 03 Jul 2014 12:57:02 GMT

Contents of data.json file:

{
    "data": [
        {
            "area_code": "1A40",
            "blacklist": 0,
            "cost_center": "Payments ",
            "country": "Colombia",
            "created_date": "Thu, 03 Jul 2014 12:57:02 GMT"
        },
        {
            "area_code": "1A42",
            "blacklist": 0,
            "cost_center": "Payments ",
            "country": "Colombia",
            "created_date": "Thu, 03 Jul 2014 12:57:02 GMT"
        }
    ]
}

Answered By: Andrej Kesely

Answer 2

You have to expand the dicts in the list. you can do this:

import pandas as pd
df = pd.read_json('Data.json')['data'].apply(pd.Series)
df.to_csv('file.csv')

Answered By: zaki98

convert .json file to .csv

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