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Job Listing Inventories — Duplicate Key Report + Equal-Width Histogram
x402
Job Listing Inventories — Duplicate Key Report + 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).
Analyzes up to 200 job listing inventory rows to produce a duplicate key report and an equal-width histogram for either listing_count or duplicate_listings fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Job listing inventories — Duplicate key report + Equal-width histogram: Duplicate key report + 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 independent analytical reports: (1) a duplicate key report identifying any rows sharing the same key fields within the supplied data, and (2) an equal-width histogram showing the frequency distribution of the chosen numeric field (listing_count or duplicate_listings) across the specified number of bins — all computed locally on the supplied rows with no external lookups.
Example use cases
Detect duplicates in listing export
“I exported our job listing inventory for October and I think some rows are duplicated — can you run a duplicate key report on these 50 rows across group-a and group-b and tell me which row IDs appear more than once?”
Histogram of listing counts by bin
“I have 120 job listing inventory records and want to see how listing_count is distributed — please build an equal-width histogram with 10 bins so I can spot any unusual spikes or gaps.”
Audit duplicate listings field distribution
“Can you analyze the duplicate_listings column across my job listing inventory data (about 80 rows) with a 5-bin equal-width histogram, and also flag any rows that share the same key so I can clean up the dataset?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-13-064?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a duplicate key audit and a histogram distribution summary on job listing inventory data in a single low-cost call. It is best suited for offline batch quality checks on structured tabular data (up to 200 rows) where no live data lookups, predictions, or external integrations are required. Prefer it over general analytics tools when your data is already in the required row format with listing_count and duplicate_listings fields.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) causes rejection
- Invalid date format (non-YYYY-MM-DD) triggers a pattern validation error
- bins value outside 1–30 range causes schema validation failure
- Null values in the target numeric field may be excluded from histogram computation
- Payment failure via x402 protocol blocks request processing
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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