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Job Listing Inventories — Record Quality Audit + Exact Row Deduplication + Equal-Width Histogram
x402
Job Listing Inventories — Record Quality Audit + Exact Row Deduplication + Equal-Width Histogram is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-16).
Runs three local analytical reports on job listing inventory data: a record quality audit, exact row deduplication check, and equal-width histogram for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Job listing inventories — Record quality audit + Exact row deduplication + Equal-width histogram: Record quality audit + Exact row deduplication + Equal-width histogram 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
Returns three independent analytical reports: (1) a record quality audit flagging missing, null, or out-of-range values in listing_count and duplicate_listings fields; (2) an exact row deduplication report identifying fully identical rows; and (3) an equal-width histogram with configurable bin count (1–30, default 5) over the selected numeric field (listing_count or duplicate_listings).
Example use cases
Pre-import data quality check
“Before I load this batch of job listing records into our database, can you run a quality audit and deduplication check on these 50 rows — I want to know if there are missing values, bad dates, or exact duplicates across company_group and listing_count?”
Histogram of duplicate listing distribution
“I have 150 job listing inventory rows with duplicate_listings counts and I want to see how they're distributed — can you build an equal-width histogram with 8 bins on the duplicate_listings field for me?”
Monthly inventory reconciliation audit
“Run all three reports — quality audit, exact row deduplication, and a 5-bin histogram on listing_count — on this month's job inventory data for our 4 company groups so I can spot any data problems before the monthly report.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-13-219?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need three bundled local analytical reports — quality audit, deduplication, and histogram — on job listing inventory data (listing_count, duplicate_listings) in a single $0.01 USDC call, with no external lookups or predictions. Prefer this over general-purpose analytics when your dataset is under 200 rows and specifically structured around job listing inventory fields.
Side effects
- Exceeding 200 rows returns a validation error
- Invalid date format (not YYYY-MM-DD) causes row rejection
- Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) cause schema validation failure
- bins value outside 1–30 range returns a parameter error
- Empty rows array returns an error
- Payment failure (insufficient USDC) prevents processing
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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