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Job Listing Inventories — Duplicate Key Report + Adjacent Row Changes
x402
Job Listing Inventories — Duplicate Key Report + Adjacent Row Changes 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 adjacent row change analysis for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Job listing inventories — Duplicate key report + Adjacent row changes: Duplicate key report + Adjacent row changes 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
Two independent analytical reports: (1) a duplicate key report identifying rows with repeated keys across the supplied job listing inventory records, and (2) an adjacent row changes report showing differences between consecutive rows for the selected field (listing_count or duplicate_listings). Both reports are derived purely from the supplied data with no external lookups.
Example use cases
Duplicate key audit for recruitment data
“I have a job listing inventory table with rows for multiple company groups and dates — can you run a duplicate key report on it to find any repeated row_id or company_group+date combinations? Here's the data: row-1, group-a, 2026-10-01, listing_count=10, duplicate_listings=1; row-2, group-b, 2026-10-02, listing_count=20, duplicate_listings=2.”
Spot adjacent listing count swings
“Can you analyze my job listing inventory records and tell me where listing_count changes significantly between adjacent rows? I want to flag sudden drops or spikes. My data covers group-a and group-b across October 2026, with listing counts ranging from 10 to 30.”
Data quality check before pipeline ingestion
“Before I load this job listing inventory dataset into our pipeline, can you run the duplicate key report and adjacent row changes analysis on it? I want to catch any data issues — here are 50 rows with company_group, date, listing_count, and duplicate_listings fields, and I'd like the analysis focused on the duplicate_listings field.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-13-062?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 report and an adjacent row change analysis in a single call. It is ideal for data quality checks before ingestion, auditing recruitment data pipelines, or spotting anomalies in listing counts across company groups. It operates entirely on supplied data with no external dependencies, making it reliable and deterministic.
Side effects
- Input array exceeds 200 rows — request will be rejected
- Missing required row fields (row_id, company_group, date, listing_count, duplicate_listings) cause validation failure
- Invalid date format (must match YYYY-MM-DD) results in schema error
- Empty rows array rejected (minItems: 1)
- Invalid field enum value (must be 'listing_count' or 'duplicate_listings') causes error
- Payment of 0.01 USDC not fulfilled — x402 payment required error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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