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{
"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)"}
]
},
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{"name": "public_products_part21.json", "size_mb": 84.1},
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],
"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": "[email protected]"
},
"release_date": "2025-04-05",
"keywords": [
"ecommerce",
"shopify",
"small business",
"retail",
"structured data",
"llm training",
"product metadata",
"rAG",
"semantic grounding"
]
}
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