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python-excel-to-json's Introduction

Excel to JSON Converter

This Python script reads data from an Excel file, processes it, and converts it into JSON format.

Features

  • Determine Sheet Name: Automatically detects and uses the first sheet name from the Excel file.
  • Identify Tables: Identifies tables within the sheet, even if there are multiple tables.
  • Clean Data: Cleans the data by removing empty rows and ensuring column names are properly formatted.
  • Convert Date to Words: Converts date strings to a more readable format.
  • Evaluate Formulas: Evaluates formulas within the sheet and retrieves their computed values.
  • Serialize to JSON: Serializes the tables into a JSON file.

Requirements

  • Python 3.6+
  • openpyxl library

Installation

  1. Clone the repository or download the script file.

  2. Navigate to the project directory.

  3. Create a virtual environment (optional but recommended):

    python3 -m venv .venv
    source .venv/bin/activate
  4. Install the required dependencies:

    pip install openpyxl

Usage

  1. Place your Excel file (e.g., example_0.xlsx) in the project directory.

  2. Modify the script if needed to change the input file name, sheet name, and output file name:

    if __name__ == "__main__":
        input_excel_file = Path("example_0.xlsx")
        sheet_name = 'Analysis Output'
        output_json_file = 'output.json'
        
        main(input_excel_file, sheet_name, output_json_file)
  3. Run the script:

    python3 main_script.py
  4. The 'output.json' file will be created in the project directory.

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