Excel to JSON script

2025-03-10 09:28 UTC gpt-4o Open in ChatGPT ↗

You

I want to export this excel file in json format. Can you give me a python script to do it? do i read the xlx file? do i convert to csv? Although spme cells have commas inside so i don’t see how csv can work easily

ChatGPT

It looks like you’ve uploaded an image of an Excel spreadsheet rather than the actual .xlsx file. To export the data from an Excel file to JSON, you would typically use the pandas library in Python.

Here’s a Python script that reads an .xlsx file and converts it to a JSON file:

Steps:

1. Read the .xlsx file directly using pandas.read_excel().
2. Convert the DataFrame to JSON using .to_json().
3. Save the JSON file.

Python Script:

import pandas as pd

# Load the Excel file
file_path = "your_file.xlsx"  # Update this with your actual file path
df = pd.read_excel(file_path, sheet_name=0)  # Reads the first sheet

# Convert DataFrame to JSON
json_output = df.to_json(orient="records", indent=4)  # Convert to a list of records

# Save to a file
json_file_path = "output.json"
with open(json_file_path, "w", encoding="utf-8") as json_file:
    json_file.write(json_output)

print(f"JSON file saved to {json_file_path}")

Explanation:

• pd.read_excel(file_path, sheet_name=0): Reads the first sheet of the Excel file.
• .to_json(orient="records", indent=4): Converts the data to JSON, formatting it as a list of dictionaries (good for structured data).
• Saves the JSON file as output.json.

Notes:

• You don’t need to convert to CSV since pandas can read Excel files directly.
• If your Excel file has multiple sheets, you can loop through them or specify a different sheet_name.

If you upload your actual Excel file, I can run this script for you and provide the JSON output. 🚀