3 Services from www.aidatatools.dev

Analyzes a JSON dataset and returns a deterministic quality verdict (RELIABLE / USABLE_WITH_CLEANING / UNRELIABLE) with metrics on completeness, nulls, type consistency, duplicates, outliers, and cardinality.

Repairs scraped data deterministically (e.g. encoding, formatting issues) and returns a replayable, SHA-256-keyed audit ledger of every change made

Deterministically repairs and normalizes scraped data (JSON objects, arrays, CSV, or raw text) and returns the same data shape, cleaned.