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Job Listing Inventories — Duplicate Key Report + Missing-Value Fill
x402
Job Listing Inventories — Duplicate Key Report + Missing-Value Fill 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 fill missing values (listing_count or duplicate_listings) using zero, mean, or median imputation.
Price / call$0.01
Success—
StatusUnknown
How this service works
Job listing inventories — Duplicate key report + Explicit missing-value fill: Duplicate key report + Explicit missing-value fill 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 reports: (1) a duplicate key report identifying rows that share the same key combination, and (2) a missing-value fill report showing the original and imputed values for the specified field (listing_count or duplicate_listings), using the chosen method (zero, mean, or median). Up to 200 rows are processed per call.
Example use cases
Pre-load data quality check for job listings
“Before I load this month's job listing inventory into our warehouse, can you check these 120 rows for duplicate row_id and date combinations and flag any that appear more than once?”
Impute missing listing counts for reporting
“I have job listing inventory records from three company groups but some listing_count values are null — can you fill those gaps using the column mean so my weekly report doesn't have blanks?”
Audit recruitment data export integrity
“We just exported job listing data for groups alpha and beta across October — here are 80 rows. Can you run both a duplicate key check and fill any missing duplicate_listings values with zero?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-13-070?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need lightweight, offline data quality analysis on job listing inventory records specifically — no external lookups or live data sources are needed. Ideal for pre-ingestion data cleaning pipelines where you want both duplicate detection and missing-value imputation in a single $0.01 call covering up to 200 rows.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Invalid date format (not YYYY-MM-DD) causes row-level validation failure
- Unknown imputation method value causes a bad request error
- Empty rows array returns an error
- Numeric values outside allowed range (±1,000,000,000,000) rejected
- Missing required fields (row_id, company_group, date) cause row-level errors
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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