Sample data for churn prediction

Account histories with plan, seat and movement features plus churn labels — a ready training set for building and evaluating churn-prediction models.

SaaS / MRRSeeded - reproducibleCSV + Excel100% in-browser

Generate & download

Save / load scenario (stored only in this browser)

Good for

Churn predictionFeature engineeringClassification tutorialsModel evaluation

Why this dataset is realistic

Accounts sign up across the last two years on weighted plan tiers, then face a plan-dependent churn hazard with chances of expansion and contraction each month — reproducing the real shape of a SaaS book (leaky low end, sticky enterprise) so retention math has signal.

Need to change the size, seed, or columns? Open the full SaaS / MRR 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.

Related sample datasets

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.