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Job Listing Inventories — Duplicate Key Report + Numeric Distribution
x402
Job Listing Inventories — Duplicate Key Report + 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 2026-10-19).
Analyzes up to 200 rows of job listing inventory data to produce a duplicate key report and a numeric distribution report for listing_count or duplicate_listings fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Job listing inventories — Duplicate key report + Numeric distribution: Duplicate key report + Numeric distribution for supplied job listing inventories records (listing_count, duplicate_listings). 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 repeated or conflicting row identifiers across the supplied records, and (2) a numeric distribution report summarizing the statistical spread of the selected numeric field (listing_count or duplicate_listings) across up to 200 rows. Both reports are computed locally from supplied data with no external lookups.
Example use cases
Audit duplicate job listings by company
“I have a batch of 50 job listing inventory records with company groups and dates — can you run a duplicate key report to find any repeated row IDs and show me the numeric distribution of listing_count across them?”
Distribution analysis for QA pipeline
“Before we import this job listing dataset into our system, can you check these 120 rows for duplicate keys and give me a numeric distribution of the duplicate_listings field so I can spot anomalies?”
Weekly job inventory data health check
“Here are this week's job listing inventory records — 80 rows with company_group, date, listing_count, and duplicate_listings — please run both the duplicate key report and the distribution report on listing_count.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-13-055?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 rows of job listing inventory data and need both a duplicate key detection report and a numeric distribution summary in a single low-cost call ($0.01 USDC). It is ideal for data quality checks, pre-import validation, or periodic audits of job listing datasets. It does not perform live lookups, predictions, or external data enrichment — it is purely analytical on your supplied data.
Side effects
- More than 200 rows submitted — exceeds max item limit
- Missing required fields (row_id, company_group, date, listing_count, or duplicate_listings) on any row
- Invalid date format (must match YYYY-MM-DD pattern)
- Field selector not one of the allowed enum values: listing_count or duplicate_listings
- Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000)
- Payment failure via x402 protocol — endpoint requires 0.01 USDC per call
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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