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Job Listing Inventories — Record Quality Audit + Exact Row Deduplication + Numeric Distribution
x402
Job Listing Inventories — Record Quality Audit + 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 2026-10-25).
Runs three analytical reports on job listing inventory data: a record quality audit, exact row deduplication, and numeric distribution analysis for listing_count or duplicate_listings fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Job listing inventories — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution for supplied job listing inventories records (listing_count, duplicate_listings). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.
Output
Three independent analytical reports returned together: (1) a record quality audit highlighting nulls, malformed values, and completeness per field; (2) an exact row deduplication report identifying and flagging identical rows; and (3) a numeric distribution summary (e.g. min, max, mean, percentiles, histogram) for the selected numeric field (listing_count or duplicate_listings). All computed locally with no external lookups.
Example use cases
Pre-pipeline data quality check
“Before I load this batch of job listing records into the warehouse, can you run a record quality audit and deduplication check on these 150 rows and also give me the numeric distribution for the listing_count field?”
Duplicate listing investigation
“I suspect some of our job board data has duplicate entries — can you run exact row deduplication and a quality audit on these company group records across dates, and show me the distribution of duplicate_listings values?”
Weekly listing inventory profiling
“Every Monday I need a profile of our listing inventory data — run the quality audit, deduplication, and numeric distribution on the listing_count field for these 80 rows grouped by company and date.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-13-210?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need three co-located analytical reports — quality audit, deduplication, and numeric distribution — on a small-to-medium job listing dataset (up to 200 rows) in a single low-cost call ($0.01 USDC). Prefer it over general-purpose analytics when you specifically have job listing inventory data with listing_count and duplicate_listings fields and want all three reports bundled without making separate API calls or setting up a local pipeline.
Side effects
- Exceeding 200 rows returns a validation error
- Rows missing required fields (row_id, date, listing_count, duplicate_listings) cause schema rejection
- Invalid date format (non-YYYY-MM-DD) triggers pattern validation failure
- Numeric values outside the allowed range cause input rejection
- Empty rows array returns a minItems constraint error
- Invalid field selector value (not listing_count or duplicate_listings) causes enum validation failure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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