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Cohort Commons.

Audit aggregate research counts for missingness, balance and inconsistent totals. Help community reviewers understand dataset coverage before funding analysis.

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INSIDE THE REPOSITORY

A complete place to start.

Aggregate count validation
Missingness and representation
Small-group disclosure flags
Exact token contract and pair inspection
Bounded ERC-20 transfer activity explorer
Local community funding scenario planner
Evidence export with SHA-256 verification
Nine automated checks and GitHub CI
MIT license, method, architecture and API docs

Node.js 22No runtime dependenciesVercel ready

Run locally

npm test
npm start

Open localhost:3000. The technology runs with no API key. Live chain and DNS reads use public providers.

Deploy in your account

Extract the archive and upload its contents to a GitHub repository you control. Import that repository into Vercel, or run npx vercel --prod in the extracted folder. The included configuration sets the output directory and tests.

Return to the Deploy studio to publish your project, token pair and repository on the public build board.

29 SOURCE FILES / V1.0.0

Inspect everything.

.env.example.github/workflows/check.yml.gitignoreLICENSEREADME.mdSECURITY.mdapi/activity.mjsapi/dns.mjsapi/health.mjsapi/token.mjsdev.mjsdocs/API.mddocs/ARCHITECTURE.mddocs/METHOD.mdexamples/inputs.jsonpackage.jsonpublic/app.mjspublic/config.mjspublic/core/engine.mjspublic/core/math.mjspublic/favicon.svgpublic/index.htmlpublic/styles.cssserver/api.mjsserver/handler.mjstests/api.test.mjstests/engine.test.mjstools/verify-evidence.mjsvercel.json

This download contains only this standalone project. It includes no account credentials.

METHOD

What it calculates.

Each row supplies a group count and missing-record count. Representation is group count/total count. Small groups are flagged using a configurable reporting threshold.

LIMITS

What the evidence means.

Aggregate, non-identifying research data only. This is not a de-identification guarantee, fairness certificate or clinical decision tool.

The funding planner does not transfer tokens or route rewards. Deploying this repository does not imply company endorsement or investment value.

Inputs you control.

Input	Type	Units
Disclosure review threshold	Bounded number	—
Aggregate groups	Editable data	—