Sample e-commerce order data

Online-store order lines with customers, RFM segments, products, discounts, returns and 12 months of seasonality — a realistic orders file for dashboards and analysis.

E-commerceSeeded - reproducibleCSV + Excel100% in-browser

Generate & download

Save / load scenario (stored only in this browser)

Good for

Sales & revenue dashboardsRFM segmentationSeasonality / time-seriesSQL & pandas practice

Why this dataset is realistic

Shoppers carry RFM-style segments that set purchase frequency and behavior, and demand flows through a seasonality curve with weekend lifts and a Q4 holiday peak — so RFM, cohort, attribution, and seasonality analysis all return meaningful results.

Need to change the size, seed, or columns? Open the full E-commerce 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.

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FAQ

Is the data real?

No - it's 100% synthetic and generated in your browser. It contains no real people or companies and is free to use commercially.

Will I get the same file each time?

Yes. This page fixes the seed, so the dataset is reproducible. Clear the seed in the generator above for fresh random data.