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Schema Conformity Duplicate Key Report + Numeric Distribution Analyzer
x402
Schema Conformity Duplicate Key Report + Numeric Distribution Analyzer is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-17).
Runs two local analytical reports — a duplicate key report and a numeric distribution — on supplied schema conformity records (valid_records, checked_records) for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Schema conformity — Duplicate key report + Numeric distribution: Duplicate key report + Numeric distribution for supplied schema conformity records (valid_records, checked_records). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.
Output
Returns two independent analytical reports: (1) a duplicate key report identifying any repeated row_id values across the supplied rows, and (2) a numeric distribution report (e.g. min, max, mean, percentiles, frequency buckets) for the selected field (valid_records or checked_records). Both reports are computed locally with no external lookups.
Example use cases
Data quality audit for pipeline records
“I have 150 rows of schema conformity logs with row IDs, dataset groups, dates, valid_records, and checked_records — can you run a duplicate key check and a numeric distribution on valid_records so I can spot data quality issues?”
Detecting duplicate entries in validation exports
“My team exported a validation run with about 80 rows including row_id, date, dataset_group, valid_records, and checked_records — please run a duplicate key report and show me the numeric distribution of checked_records.”
Summarizing conformity metrics across dataset groups
“I've got conformity data across two dataset groups, around 50 rows, with valid_records and checked_records per day — give me a duplicate key report and a numeric distribution of valid_records so I can see how values are spread.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-02-055?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 schema conformity records and need both a duplicate key check and a numeric distribution report in a single call for a flat fee of $0.01 USDC. Ideal for data quality workflows where you want to audit row uniqueness and understand the statistical spread of valid_records or checked_records without needing live lookups, predictions, or external data sources.
Side effects
- Fewer than 1 row supplied — minimum row count not met
- More than 200 rows supplied — exceeds maximum row count
- Missing required fields (row_id, dataset_group, date, valid_records, checked_records) in any row
- Date field does not match YYYY-MM-DD pattern — validation error
- Field enum value not one of valid_records or checked_records
- Numeric values out of allowed range (±1,000,000,000,000)
- row_id exceeds 80 character maxLength
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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