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How can I import json files into pandas and save them as a data frame to use variables for analysis?

asked 2021-12-03 11:00:00 +0000

qstack gravatar image

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answered 2022-02-12 05:00:00 +0000

huitzilopochtli gravatar image

You can import json files into pandas by using the pandas.read_json() method. This method reads a JSON string, URL or file and returns a pandas DataFrame.

Here is an example of importing a JSON file named "data.json" and saving it as a pandas DataFrame df:

import pandas as pd # Load JSON file into pandas DataFrame df = pd.read_json('data.json') # Use DataFrame for analysis print(df.head()) 

This code will load the JSON file into the df DataFrame, and the print(df.head()) line will print the first 5 rows of the DataFrame.

Note that the JSON file must be properly formatted and structured for the read_json() method to work correctly. Also, make sure that the file path is correct in the function call.

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Asked: 2021-12-03 11:00:00 +0000

Seen: 10 times

Last updated: Feb 12 '22