{
	"id": "tokuhn/tsmpd-us-public-v1.0",
	"title": "TSMPD-US-Public v1.0",
	"description": "The Tokuhn Small Merchant Product Dataset (U.S. Edition, Public v1.0) is the largest structured dataset of product listings from verified small U.S.-based Shopify merchants. It includes over 3.2 million products from 355,722 stores, designed to support product discovery, grounding, RAG agents, and commerce-related LLM research.",
	"licenses": [
	  {
		"name": "Open Data Commons Attribution License (ODC-By)",
		"url": "https://opendatacommons.org/licenses/by/1-0/"
	  }
	],
	"source": "https://tokuhn.com",
	"dataset_type": "structured",
	"language": ["en"],
	"size": {
	  "total_products": 3248575,
	  "total_merchants": 355722,
	  "files": 33,
	  "compressed_size_mb": 2800,
	  "uncompressed_size_mb": 3400
	},
	"format": ["json"],
	"structure": {
	  "record_type": "array of JSON objects",
	  "fields": [
		{"name": "vendor", "type": "string"},
		{"name": "title", "type": "string"},
		{"name": "description", "type": "string"},
		{"name": "tags", "type": "string"},
		{"name": "category", "type": "string"},
		{"name": "last_updated", "type": "string (ISO 8601)"}
	  ]
	},
	"splits": [
	  {"name": "public_products_part1.json", "size_mb": 91.4},
	  {"name": "public_products_part2.json", "size_mb": 85.6},
	  {"name": "public_products_part3.json", "size_mb": 85.9},
	  {"name": "public_products_part4.json", "size_mb": 86.8},
	  {"name": "public_products_part5.json", "size_mb": 85.6},
	  {"name": "public_products_part6.json", "size_mb": 87.2},
	  {"name": "public_products_part7.json", "size_mb": 84.5},
	  {"name": "public_products_part8.json", "size_mb": 85.8},
	  {"name": "public_products_part9.json", "size_mb": 86.0},
	  {"name": "public_products_part10.json", "size_mb": 85.4},
	  {"name": "public_products_part11.json", "size_mb": 89.1},
	  {"name": "public_products_part12.json", "size_mb": 85.3},
	  {"name": "public_products_part13.json", "size_mb": 88.3},
	  {"name": "public_products_part14.json", "size_mb": 90.0},
	  {"name": "public_products_part15.json", "size_mb": 85.0},
	  {"name": "public_products_part16.json", "size_mb": 87.6},
	  {"name": "public_products_part17.json", "size_mb": 86.5},
	  {"name": "public_products_part18.json", "size_mb": 89.6},
	  {"name": "public_products_part19.json", "size_mb": 94.4},
	  {"name": "public_products_part20.json", "size_mb": 83.0},
	  {"name": "public_products_part21.json", "size_mb": 84.1},
	  {"name": "public_products_part22.json", "size_mb": 81.4},
	  {"name": "public_products_part23.json", "size_mb": 83.5},
	  {"name": "public_products_part24.json", "size_mb": 83.5},
	  {"name": "public_products_part25.json", "size_mb": 80.2},
	  {"name": "public_products_part26.json", "size_mb": 83.9},
	  {"name": "public_products_part27.json", "size_mb": 81.2},
	  {"name": "public_products_part28.json", "size_mb": 87.5},
	  {"name": "public_products_part29.json", "size_mb": 85.1},
	  {"name": "public_products_part30.json", "size_mb": 84.7},
	  {"name": "public_products_part31.json", "size_mb": 87.2},
	  {"name": "public_products_part32.json", "size_mb": 85.1},
	  {"name": "public_products_part33.json", "size_mb": 43.9}
	],
	"version": "1.0",
	"update_frequency": "quarterly",
	"curation": {
	  "method": "public Shopify product API aggregation from verified small merchants",
	  "exclusions": [
		"Large brands (e.g., Tecovas, American Giant)",
		"Non-U.S. stores",
		"Empty or inactive domains"
	  ]
	},
	"intended_use": {
	  "llm_grounding": true,
	  "semantic_search": true,
	  "ecommerce_agents": true,
	  "research": true,
	  "product_generation": true
	},
	"created_by": {
	  "name": "James Wyatt",
	  "organization": "Tokuhn",
	  "contact": "support@tokuhn.com"
	},
	"release_date": "2025-04-05",
	"keywords": [
	  "ecommerce",
	  "shopify",
	  "small business",
	  "retail",
	  "structured data",
	  "llm training",
	  "product metadata",
	  "rAG",
	  "semantic grounding"
	]
  }