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Null Coverage Record Quality Audit & Numeric Distribution
x402
Null Coverage Record Quality Audit & 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 2026-10-14).
Runs two local analytical reports — a record quality audit and a numeric distribution analysis — on supplied null coverage data (missing_values, total_values) for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Null coverage — Record quality audit + Numeric distribution: Record quality audit + Numeric distribution for supplied null coverage records (missing_values, total_values). 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 computed locally: (1) a record quality audit summarizing null coverage patterns across the supplied rows, and (2) a numeric distribution report for the selected field (missing_values or total_values), both based purely on the submitted data with no external lookups.
Example use cases
Data completeness audit across dataset groups
“I have 50 rows of null coverage data split across two dataset groups — can you run a record quality audit and numeric distribution on the missing_values field so I can see which groups have the worst data completeness?”
Profiling total_values distribution over time
“Run a quality audit and numeric distribution report on my 120 null-coverage records using the total_values field — I want to understand how the total counts are distributed across dates from 2026-01-01 through 2026-04-30.”
Spot-checking small batch of records for null issues
“I've got 8 records tagged with dataset_group 'inventory-feed' and I want to audit them for null coverage quality and see the distribution of their missing_values counts — can you run both reports on them?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-03-004?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need quick, offline analytical reporting on null coverage records — specifically a combined record quality audit and numeric distribution — without any external data lookup, prediction, or live data feed. Ideal for data profiling workflows where you already have the missing_values and total_values data and want two structured analytical summaries in a single cheap call ($0.01 USDC).
Side effects
- Fewer than 1 row or more than 200 rows submitted — request rejected
- Row missing required fields (row_id, dataset_group, date, missing_values, total_values) — validation error
- Date field does not match YYYY-MM-DD pattern — schema validation failure
- Field selector not one of 'missing_values' or 'total_values' — enum validation error
- Payment not attached or insufficient — x402 payment required error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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