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Job Listing Inventories — Duplicate Key Report + Two-Measure Correlation
x402
Job Listing Inventories — Duplicate Key Report + Two-Measure Correlation 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 supplied job listing inventory records to produce a duplicate key report and a two-measure correlation analysis between listing_count and duplicate_listings for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Job listing inventories — Duplicate key report + Two-measure correlation: Duplicate key report + Two-measure correlation 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 analytical reports: (1) a duplicate key report identifying any rows with repeated row_id values within the supplied dataset, and (2) a two-measure Pearson or equivalent correlation result between listing_count and duplicate_listings across all supplied rows. Both reports are computed locally on the submitted data without external lookups.
Example use cases
Audit job board data for duplicate postings
“I've got a CSV of job listing inventory records with company groups and dates — can you check it for any duplicate row IDs and also tell me how strongly the total listing count correlates with the number of duplicate listings? There are about 50 rows covering different company groups in Q4 2025.”
Validate recruitment inventory data quality
“Before I merge these job listing records into our database, can you run a duplicate key report on them and also compute the correlation between listing_count and duplicate_listings? The dataset has 120 rows with company groups and dates in 2026.”
Measure duplication rate vs listing volume correlation
“We're seeing a lot of repeated job postings across company groups — can you analyze these 80 rows of inventory data to find any duplicate row IDs and tell me whether there's a statistical correlation between how many listings a group posts and how many are duplicates?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-13-066?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have structured job listing inventory records and need two specific analytical outputs — duplicate key detection and two-measure correlation — in a single low-cost call. It is ideal for data quality audits of job board or recruitment datasets prior to ingestion, merging, or reporting. Prefer this over general-purpose analytics tools when you want a cheap, deterministic, offline computation on up to 200 rows without any external API dependencies or live data enrichment.
Side effects
- Fewer than 1 row submitted — minimum row count not met
- More than 200 rows submitted — exceeds maximum row limit
- Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) — validation error
- Invalid date format (must match YYYY-MM-DD pattern) — schema rejection
- Numeric fields out of allowed range (±1,000,000,000,000) — validation failure
- Insufficient variance in measures — correlation may return undefined or NaN
- Payment not completed — x402 payment required before response is returned
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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