I've created three comprehensive scripts to help you organize product attributes for website use. Here's what each script does: Script Overview:
- Product Attributes Categorizer (Full Analysis)
Analyzes all 3,560 columns across different category combinations Creates detailed reports showing which attributes are relevant for each category Generates filtered datasets for each major product category Perfect for understanding your data structure
- Simple Product Attribute Organizer (Quick Setup)
Focuses on practical website needs Analyzes by Vendor, Primary Category, and Secondary Category Creates clean JSON mappings for frontend use Generates filtered CSV files for major vendors
- Website Attribute Templates Generator (Frontend Ready)
Creates structured templates organized by logical sections (General, Technical Specs, Display, Audio, etc.) Generates validation rules for data entry Creates priority-based attribute lists (essential vs optional) Perfect for building product pages
How to Use:
Save your CSV file and update the file path in the scripts Run the Simple Organizer first to get a quick overview:
pythonpython simple_attribute_organizer.py
Run the Website Templates Generator for frontend integration:
pythonpython website_attribute_generator.py What You'll Get: For Website Development:
JSON mappings showing which attributes to display for each vendor/category Filtered datasets with only relevant attributes for each product type Validation rules for data entry forms Organized attribute sections (Technical Specs, Display, Audio, etc.)
For Business Intelligence:
Analysis reports showing attribute usage patterns Category-specific datasets for easier management Priority rankings of attributes by importance
Example Output Structure: json{ "DELL": { "priority_attributes": [ "Processor family", "Memory type", "Storage capacity", "Operating system" ], "optional_attributes": [ "Graphics card", "Network features" ] } } This will help you:
Display relevant specs for each product type Create dynamic filtering on your website Reduce clutter by hiding irrelevant attributes Improve user experience with organized product information