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Job Listing Inventories — Exact Row Deduplication + Equal-Width Histogram
x402
Job Listing Inventories — Exact Row Deduplication + Equal-Width Histogram 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).
Performs exact row deduplication and equal-width histogram analysis on job listing inventory records (listing_count, duplicate_listings) for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Job listing inventories — Exact row deduplication + Equal-width histogram: Exact row deduplication + Equal-width histogram 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 and removing fully identical rows from the supplied job listing inventory records, and (2) an equal-width histogram report dividing the chosen numeric field (listing_count or duplicate_listings) into the specified number of bins and counting row frequencies per bin. Both reports are computed locally against the supplied data with no external lookups.
Example use cases
Audit duplicate job postings by company
“I have a dataset of 150 job listing records across several company groups and I want to find any exact duplicate rows and also see a histogram of the listing_count field with 5 bins — can you run both reports on it?”
Distribution analysis of duplicate listings
“Can you take my job inventory records and generate an equal-width histogram with 8 bins for the duplicate_listings field, along with deduplication, so I can see how duplicate postings are distributed across our companies?”
Clean and profile daily job listing data
“Every day we collect job listing counts per company group — can you deduplicate today's 80 rows and show me a 10-bin histogram of listing_count so I can spot any anomalies before we load it into our warehouse?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-13-048?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 job listing inventory records and need both exact row deduplication and a frequency histogram in a single call for a flat per-call fee. It is ideal for data quality checks on job listing pipelines, auditing duplicate postings, and quick distributional profiling of listing_count or duplicate_listings fields without setting up a local analytics stack or calling a general-purpose data processing service.
Side effects
- More than 200 rows submitted — request rejected
- Missing required fields (row_id, company_group, date, listing_count, or duplicate_listings) — validation error
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- bins value outside 1–30 range — rejected
- All rows are duplicates — deduplication report returns empty set
- Numeric fields out of allowed range — validation error
- field enum value not one of listing_count or duplicate_listings — error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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