How to use (3 steps)
- Choose a distribution and set parameters.
- Generate samples and inspect the histogram + stats.
- Copy a settings URL or download CSV/JSON.
Sampler
Pick a distribution, generate samples, compare with the theoretical curve, then copy or download.
Summary stats
Samples (first 100)
FAQ
Is this secure?
Secure mode uses browser CSPRNG. Seeded mode is for reproducibility, not secrecy.
Can I share my samples?
Share URLs include settings only. Use CSV/JSON download to share data.
Why does Poisson/Binomial look different?
They are discrete distributions, so the histogram is drawn as bars at integer outcomes.
What is the theoretical curve?
It plots the selected PDF/PMF (scaled to expected counts) over the histogram for comparison.