SaaS churn dataset (labeled)

A SaaS ledger with labeled churn — including flagged suspicious/involuntary churn — for building and evaluating churn-prediction models on data with real structure.

SaaS / MRRSeeded - reproducibleCSV + Excel100% in-browser

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Good for

Churn prediction modelingFeature engineering practiceClassification tutorialsRetention analysis

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.