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Job Listing Inventories — Exact Row Deduplication + Category Frequencies
x402
Job Listing Inventories — Exact Row Deduplication + 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 2026-10-19).
Deduplicates job listing inventory rows and computes category-level frequencies for listing_count and duplicate_listings fields across up to 200 supplied records.
Price / call$0.01
Success—
StatusUnknown
How this service works
Job listing inventories — Exact row deduplication + Category frequencies: Exact row deduplication + 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 analytical reports: (1) an exact row deduplication report identifying which of the up to 200 submitted rows are exact duplicates, and (2) a category frequency report showing how often each company_group (and related category values) appears across the dataset, with aggregated listing_count and duplicate_listings metrics.
Example use cases
Weekly job board dedup audit
“I pulled 150 rows of job listing inventory from our job board for January 2025, each with a company_group, listing_count, and duplicate_listings — can you find all the exact duplicate rows and give me category frequencies so I know which company groups appear most?”
Recruiter data quality check
“Our recruiter platform exported job listing records for three company groups over the past month. I need two reports: one showing exactly which rows are duplicated and one showing the listing count frequencies per company group. Here are 80 rows to analyze.”
Job listing category frequency summary
“I have 60 rows of job listing inventory data across different company groups and dates, each with listing_count and duplicate_listings values — can you deduplicate them and tell me the frequency breakdown by category so I can spot which groups dominate our listings?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-13-041?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have tabular job listing inventory data (up to 200 rows) and need both exact-duplicate detection and per-category frequency analysis in a single cheap call ($0.01 USDC). Prefer it over general-purpose data tools when you specifically have listing_count and duplicate_listings fields organized by company_group and date, and want two structured reports without any live data lookup or external API calls.
Side effects
- More than 200 rows submitted — endpoint rejects or truncates input beyond maxItems limit
- Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) cause validation errors
- Malformed date strings not matching YYYY-MM-DD pattern cause schema rejection
- Empty rows array (minItems:1 violated) returns error
- Null numeric values may affect frequency aggregation if not handled gracefully
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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