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Job Listing Inventories — Duplicate Key Report + Category Frequencies
x402
Job Listing Inventories — Duplicate Key Report + Category Frequencies is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-23).
Analyzes uploaded job listing inventory records to produce a duplicate key report and category frequency breakdown for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Job listing inventories — Duplicate key report + Category frequencies: Duplicate key report + Category frequencies 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 rows with repeated key values across the submitted records, and (2) a category frequency table showing how often each company_group category appears in the dataset. Both reports are computed locally from the supplied data with no external lookups.
Example use cases
Audit job listing dataset for duplicates
“I have a batch of job listing records with row IDs, company groups, dates, listing counts, and duplicate listing counts. Can you check this data for duplicate keys and tell me which row IDs appear more than once?”
Category frequency breakdown by company group
“I've got job listing inventory data across two company groups for the past week. Can you give me a frequency breakdown showing how often each company group appears across my 50 rows?”
Data quality check before reporting
“Before I send this job listing report to my manager, can you run a duplicate key check and category frequency summary on my 120 rows of listing_count and duplicate_listings data to make sure there are no data quality issues?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-13-057?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a quick, low-cost ($0.01 USDC) batch analysis of job listing inventory records for duplicate keys and category frequency distributions, with no need for external data lookup, prediction, or real-time enrichment. Ideal for pre-reporting data quality audits on datasets up to 200 rows.
Side effects
- Fewer than 1 row submitted — minimum of 1 row required
- More than 200 rows submitted — maximum limit exceeded, request rejected
- Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) cause validation errors
- Invalid date format (must match YYYY-MM-DD pattern) causes schema rejection
- Null numeric values may affect frequency and duplicate calculations
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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