raman0925/indian-manufacturers-directory

Indian Manufacturers Directory

A structured dataset of Indian manufacturers and suppliers scraped from B2B portals (IndiaMart, TradeIndia).

Dataset Description

This dataset contains verified supplier profiles from major Indian B2B marketplaces, useful for:

• Supply chain research and vendor discovery
• Market analysis of Indian manufacturing sectors
• Business intelligence and lead generation research
• Training NLP models on B2B business descriptions

Data Fields

Column	Type	Description
id	int	Unique row ID
company_name	str	Name of the company
business_type	str	Type: Manufacturer, Exporter, Supplier, etc.
category	str	Main product category
subcategory	str	Product subcategory
city	str	City of operation
state	str	Indian state
gst_number	str	GST registration number (if available)
website	str	Company website URL
member_since	str	Year joined the B2B platform
verified	int	1 if platform-verified, 0 otherwise
products_count	int	Number of listed products
phone	str	Contact phone number (if available)
email	str	Contact email (if available)
source_url	str	Original listing URL
source_site	str	Source platform (indiamart / tradeindia)
scraped_at	str	ISO timestamp of when data was collected

Source

• IndiaMart
• TradeIndia

License

CC BY 4.0 — free to use with attribution.

Citation

@dataset{indian_manufacturers_directory,
  title={Indian Manufacturers Directory},
  author={ramankumarkannaujiya},
  year={2026},
  url={https://huggingface.co/datasets/ramankumarkannaujiya/indian-manufacturers-directory}
}