US Retail Product & Barcode Dataset (Walmart & Target Verified 1P)

A clean, normalized, 1P-verified retail product catalog covering major US retailers (Walmart and Target). Designed for data scientists, machine learning engineers, retail arbitrageurs, and e-commerce developers.

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🚀 Why This Dataset?

Most scraped retail catalogs online are messy:

• Barcode leading zeros are truncated (078742... becomes 78742...).
• 404 dead links and spam 3P marketplace vendors.
• Cluttered with tracking tokens and session IDs.

This dataset provides institutional-grade clean data:

1. 100% 1P Verified: Only authentic first-party retail items sold directly by Walmart and Target.
2. Preserved UPC/GTIN Barcodes: Formatted as strict strings with UTF-8 BOM to prevent Excel truncation.
3. Clean Canonical URLs: Direct storefront links with zero tracking tokens.
4. Normalized Schema: Cleaned brands, categories, prices, and stock indicators.

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📊 Free 100-Row Sample Preview

A free 100-row preview sample is included in this repository: free_sample_preview_100_rows.csv.

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⚡ Get the Full 50,000+ Master Catalog

Looking for the complete production database for your application or business?

👉 Download the Master Catalog on Gumroad (Early-Bird Launch Deal: $24)

What's inside the full package:

• Complete 50k+ unified cross-referenced table in CSV (UTF-8 BOM).
• Streaming JSONL file for big-data pipelines (BigQuery, Pandas, Elasticsearch).
• Pre-indexed SQLite 3 database with B-Tree indexes on upc_gtin, brand, and category.
• Full commercial use license.

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🛠️ Quickstart (Python & SQLite)

Run the included quickstart.py to inspect the sample data:

import csv

with open("free_sample_preview_100_rows.csv", mode="r", encoding="utf-8-sig") as f:
    reader = csv.DictReader(f)
    for row in list(reader)[:5]:
        print(f"[{row['retailer']}] {row['brand']} - {row['title']} (UPC: {row['upc_gtin']})")

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📜 License

• The free sample dataset in this repository is licensed under the MIT License.
• The full master catalog on Gumroad includes a Perpetual Commercial Use License.