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Schema Conformity — Exact Row Deduplication + Numeric Distribution
x402
Schema Conformity — Exact Row Deduplication + Numeric Distribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).
Runs two analytical reports on schema conformity data (valid_records, checked_records): exact row deduplication and numeric distribution, processing up to 200 rows locally with no external lookups.
Price / call$0.01
Success—
StatusUnknown
How this service works
Schema conformity — Exact row deduplication + Numeric distribution: Exact row deduplication + 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
Two independent analytical reports: (1) an exact row deduplication report identifying and removing duplicate rows from the submitted dataset, and (2) a numeric distribution report summarizing the statistical distribution (counts, ranges, frequencies) of the selected field (valid_records or checked_records) across all supplied rows. Both reports are computed locally from the provided data with no external lookups.
Example use cases
Deduplication check on daily conformity logs
“I have 50 daily schema conformity records with row_id, dataset_group, date, valid_records, and checked_records — can you deduplicate them and show me the numeric distribution of the valid_records field?”
Numeric distribution of checked records
“Run both the deduplication and numeric distribution reports on my conformity dataset — here are 120 rows with group names like 'prod-pipeline' and 'staging-pipeline', and I want the distribution focused on the checked_records field.”
Data quality audit across dataset groups
“I need to audit my schema conformity data for duplicate rows and also see how valid_records values are distributed across my dataset groups — I have about 80 rows spanning from 2025-01-01 to 2025-03-31.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-02-039?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 schema conformity records (with valid_records and checked_records fields) and need both exact duplicate detection and numeric distribution analytics in a single low-cost call ($0.01 USDC). Prefer it over general-purpose analytics tools when you specifically want combined deduplication + distribution on conformity-style data without any external lookups or live data access.
Side effects
- Input array is empty (minItems:1 violated) — request rejected
- More than 200 rows submitted (maxItems:200 violated) — request rejected
- Invalid date format (must match YYYY-MM-DD pattern) — validation error
- row_id missing or empty (minLength:1 violated) — validation error
- Field selector not one of 'valid_records' or 'checked_records' — enum validation error
- numeric values outside ±1,000,000,000,000 range — validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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