Find hidden patterns in your data — no coding required
Connect your spreadsheet to discover groups, visualize high‑dimensional data in 2D, and see which features explain differences. Online, fast, and researcher‑friendly.
What you can do in minutes
Common questions researchers ask — answered without writing code.
Find groups and patterns
Uncover hidden clusters and similarities in your dataset automatically.
Visualize high‑dimensional data
Get interactive 2D/3D projections you can explore and share.
Explain what separates groups
See which features make clusters different, ranked by contribution.
One workspace for data, runs, and comparisons
Keep datasets, analyses, and comparisons organized. Come back anytime — your work stays.
Projects & datasets
Separate projects for each dataset. See everything at a glance.
Run lineage
Every run tracked end‑to‑end so you always know how results were produced.
Fresh data, one click
Re‑run analyses when Sheets update and keep results in sync.
Projections
- Interactive 2D & 3D plots
- Side‑by‑side comparisons
- Drag‑and‑drop panels
Clustering & compare
- K‑Means, HDBSCAN, GMM, and more
- Cluster comparison & filtering
- Metrics at a glance
Explanations (SHAP)
- Feature contributions ranked
- Prune to essentials
- Explain model behavior
How it works
Upload or connect
Drag‑and‑drop a CSV/XLSX or connect Google Sheets. Categorical data supported.
Explore quickly
Project to 2D/3D and try multiple clustering methods in seconds.
Compare & explain
See differences between groups and which features drive them with SHAP.
Share & export
Export figures, tables, or share runs with full context.
Fits your workflow
Keep using the tools you know — we connect the dots.
Connect & update
Live Google Sheets links so results stay in sync with your data.
Export anywhere
One-click export to Drive, and soon, to R, notebooks, and SPSS.
Trust & privacy
Minimal permissions
Just enough permissions for Sheets/Drive. Your raw data isn’t shared.
Your work persists
Datasets, runs, and comparisons saved in your workspace so you can pick up later.
Transparent methods
Every figure lists the algorithm and parameters used — no black boxes.
Plans
Choose what fits. Upgrade anytime.
Free
Ad‑supported. Essential features.
- Projects & datasets
- Interactive projections
- Core clustering options
Pro
Full feature set for power users.
- All projections & clustering
- SHAP & pruning tools
- Bootstrap stability & compare
One‑Time Battery
Local compute, pay once.
- Offline‑friendly workflow
- 2 years of updates
- Share via exported runs
FAQ
Is it free?
Yes — the free version is ad‑supported. Pro adds advanced methods, explanations, and comparison tools.
Can I use this with clinical or sensitive data?
Yes. We request minimal permissions and do not share your raw data. You control what’s imported and exported.
Do I need to know clustering or SHAP?
No. The app is phrased around outcomes (“find groups”, “explain differences”). Method names are shown for transparency.
Can I export results?
Yes. You can export figures and tables to Drive, and we’re adding exports for R, notebooks, and SPSS.