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How can I retrieve the json data using Python and store it in a pandas dataframe?

asked 2023-06-24 01:57:42 +0000

devzero gravatar image

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answered 2023-06-24 02:04:02 +0000

scrum gravatar image

You can retrieve the JSON data using Python's requests module and store it in a pandas dataframe using the json module and pandas' DataFrame constructor.

Here's an example:

import requests
import json
import pandas as pd

# retrieve JSON data
response = requests.get('https://jsonplaceholder.typicode.com/posts')
data = json.loads(response.text)

# create pandas dataframe
df = pd.DataFrame(data)

# print dataframe
print(df)

In this example, we are using the requests.get()function to retrieve JSON data from 'https://jsonplaceholder.typicode.com/po…'. The data is then loaded into a Python dictionary using the json.loads() function.

We then create a pandas dataframe from the dictionary using the pd.DataFrame() constructor. Finally, we print the dataframe using the print() function.

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Asked: 2023-06-24 01:57:42 +0000

Seen: 7 times

Last updated: Jun 24 '23