DataForge Pro - Python Data Processing Templates

DataForge Pro is a comprehensive collection of 10 ready-to-use Python data processing templates. Whether you're a beginner learning Python or a developer looking to automate data tasks, these templates provide clean, well-documented code that you can use immediately or customize for your needs.

Each template is a standalone Python script with complete documentation, example data, and clear usage instructions. No complex setup required - just install the dependencies and run!

What's Included:

1. Quick Start - Load, preview, and save data files (CSV, Excel, JSON)2. Data Cleaning - Remove duplicates, empty rows, whitespace; case conversion3. Format Conversion - Convert between CSV, Excel, and JSON formats4. VLOOKUP - Excel-like data matching and merging5. Pivot Tables - Group and aggregate data with multiple functions6. File Comparison - Find differences between two datasets7. Batch Processing - Process multiple files automatically8. Multi-Sheet Excel - Work with multiple Excel sheets9. CLI Mode - Command-line usage examples10. Extension Guide - Learn how to extend the functionality

Key Features:- Chainable API for clean, readable code- Supports CSV, Excel (.xlsx/.xls), JSON- Well documented with clear docstrings- Example data included for testing- Error handling and validation included- Easy to customize and extend

Usage Example:

from core import DataForge

df = (DataForge().load('data.csv').remove_duplicates().vlookup('lookup.csv', 'ID', ['Name', 'City']).save('output.xlsx'))

Requirements:- Python 3.8+- pandas- openpyxl- xlrd