POS transactions with a labeled anomaly column marking suspicious activity (odd-hour high-value bulk buys) — a starter for retail fraud and anomaly detection.
The catalog is organized into real affinity groups (e.g. chips + salsa + soda) that co-occur within baskets, so an association-rule miner actually surfaces lift — exactly what a market-basket exercise needs.
Need to change the size, seed, or columns? Open the full Retail POS generator to customize and re-export. Want the same data as everyone else? This page uses a fixed seed, so the download is identical every time.
No - it's 100% synthetic and generated in your browser. It contains no real people or companies and is free to use commercially.
Yes. This page fixes the seed, so the dataset is reproducible. Clear the seed in the generator above for fresh random data.