If the JSON file has a different structure, you may need to adjust the code accordingly. import pandas as pd from itertools import groupby import json df pd.readcsv ('SampleCsvFile.csv') names df. () data df. In the example I provided, the JSON file is an array of objects, with each object having the same keys. It is essential to mention that the structure of the JSON file should match the structure that is expected by the code.
The file can be generated from different sources, such as an API or data scraping, or it could be a file that you have created on your own. It could be any file that has a valid JSON format, such as a file containing information about products, customers, or weather data. The data.json file in the previous example is a file that contains data in JSON format. If the JSON file has a different structure, you may need to adjust the code accordingly. Refine Input Options (optional) Separator: Header: Yes No Reprocess Step 3. Please note that this code assumes that the JSON file is an array of objects, each having the same keys. Enter Data If you want some sample data to play with, we recommend trying the random CSV generator at ExtendsClass. The fieldnames for the writer are set to the keys of the first element of the data. Then, it creates a new CSV file and uses the CSV module’s DictWriter() class to write the data to the file. In this example, the code first opens the JSON file using the open() function and the JSON module’s load() function, which reads the file’s contents and converts it to a Python object.
# Create a new CSV file and write the data with open( 'data.csv', 'w', newline = '') as csv_file: The following steps convert a JSON string to a CSV file using Python: Import Pandas Import Pandas using import pandas as pd Load the JSON string as a Pandas DataFrame Load the DataFrame using pd. Here is the expected json file (ExpectedJsonFile.Import csv import json # Open the JSON file with open( 'data.json') as json_file: Read the lines of CSV file using csv.DictReader() function. Here is my csv file (SampleCsvFile.csv): zipcode,date,state,val1,val2,val3,val4,val5 To convert CSV to JSON in Python, follow these steps: Initialize a Python List. Also, I would like to know if there is any simplified version than mine. Down below is the python code I tried but it is not giving me expected result. I would like to convert a csv file into a json file using python 2.7.
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