Native · Mac & Windows · Statistics & data visualization

Serious statistics,
at the speed of a native app.

Stratum brings descriptive statistics, 30+ publication-quality charts, full inferential testing, nine SPC control charts with process capability, and machine learning into one fast, native app — and it opens your .sav and .dta files directly. No notebooks, no scripting, no cloud.

Free 10-day trial · no credit card. Buy once — no subscription.

Requires macOS 14 (Sonoma) or later, or Windows 10/11 (64-bit) · Built to handle datasets up to ~5 million rows. · All platforms & install help →

A gallery of sixteen Stratum charts: density, hexbin, treemap, scatter, pie, parallel coordinates, histogram, violin, control chart, regression tree, biplot, box plot and line
30+
Chart & analysis types
114
Formula functions
~5M
Rows, smoothly
100%
Native & offline

Professional statistics, without the enterprise baggage

The power of a JMP or Minitab, without the subscription, the cloud, or the learning curve.

💳

Pay once, own it

A one-time purchase — no subscription, ever. Start with a free 10-day trial.

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Private by default

100% offline. Your files, datasets, and results never leave your computer.

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Genuinely native

Swift on Mac, a native build on Windows — not Electron. Instant launch, up to ~5M rows.

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Risk-free to try

Try every feature free for 10 days — no credit card, and no account to create.

Everything an analyst needs, in one window

From first import to final PDF, Stratum keeps you in flow — point, click, and read the result. No glue code between tools.

📥

Import in seconds

Drop in CSV, TSV, Excel, fixed-width ASCII, SPSS .sav or Stata .dta files. Stratum auto-detects delimiters, infers numeric vs. categorical columns and keeps variable and value labels, then opens straight into a fast, native data grid.

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Wrangle without code

Re-editable formula columns with 114 functions, a dockable filter inspector, and join / stack / aggregate / dedup / sample — all without leaving the app.

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Charts that explain

Histograms, box & violin plots, scatter, treemaps, contour, dumbbell, Pareto, mosaic and more — each with live controls, zoom on every continuous axis, linked selection across every chart, and one-click PNG / PDF export.

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Real inferential stats

ANOVA with Type I/II/III sums of squares and effect sizes, MANOVA, Pearson / Spearman / Kendall correlation, two-sample and contingency tests, plus regression with full diagnostics, prediction intervals and best-subsets selection — parametric and nonparametric throughout.

⚙️

SPC control charts

I-MR, X-bar R/S, p/np, c/u, CUSUM and EWMA charts with all eight Nelson rules and Phase I/II staging, plus process capability — Cp, Cpk, Cpm, Pp, Ppk, PPM and Z-bench with confidence intervals.

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Machine learning, built in

PCA with KMO and Bartlett’s test, k-means & hierarchical clustering, cross-validated decision trees, random forests with out-of-bag error and boosted trees with early stopping — with partial-dependence plots and held-out validation.

Built for scale and clarity

The things that matter when your data — and your audience — grow.

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Millions of rows

A virtualized grid and lazy filtering keep Stratum responsive on datasets up to ~5 million rows.

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Accessible by design

Scale the entire interface text size for readability, with independent controls for the data grid and reports.

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Your work, preserved

The native .stratum format saves data, analyses, filters and styling together — reopen exactly where you left off.

See Stratum in action

From a fast data grid to publication-ready charts, reports, control charts and models — here's what the work looks like.

A housing-market dataset in the Stratum data grid: listing ID, city, neighborhood, property type, condition, bedrooms, bathrooms, square footage, age, list price and days on market
A fast, native data grid
A Stratum report page: list price by condition as box plots with jittered points, faceted into four city panels and colored by property type, with mean, standard deviation, count and range printed beneath each panel
Publication-quality charts
A One-Way ANOVA report in Stratum with sub-groups ranked by p-value, each row carrying its F statistic, p-value and effect size
Clean statistical reports
An EWMA control chart of conductivity with control limits and out-of-control points flagged
SPC control charts

Learn Stratum, one feature at a time

The Stratum Tutorial walks through every major capability with a real dataset, the exact clicks to reproduce it, and the statistics behind the result. The blog adds fresh how-tos, worked examples, and statistics explainers — new posts every week.

Start the tutorial → Read the blog →

Free resources

Open to everyone — no download required. Look something up, run a quick calculation, or grab a dataset to practice on.

Reference

Statistics glossary

Plain-language definitions, formulas, and how-to-read guidance for the terms you actually use.

Free tools

Calculators

P-value, sample size, and effect size — exact answers, right in your browser.

Downloads

Sample datasets

Clean, documented, openly-licensed CSVs to learn and demo with.