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Job Listing Inventories — Exact Row Deduplication + Explicit Missing-Value Fill
x402
Job Listing Inventories — Exact Row Deduplication + Explicit 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).
Deduplicates exact rows and fills missing values (zero, mean, or median) in job listing inventory records containing listing_count and duplicate_listings fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Job listing inventories — Exact row deduplication + Explicit missing-value fill: Exact row deduplication + 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 2 independent analytical reports covering: (1) exact row deduplication results identifying and removing fully duplicate records, and (2) explicit missing-value fill results replacing null listing_count or duplicate_listings values with zero, mean, or median — all computed locally on the supplied data without external lookups.
Example use cases
Clean recruiter job board data
“I have a CSV of job listing counts by company group and date, some rows are exact duplicates and some listing_count values are null — can you deduplicate the rows and fill missing listing_count values using median? Here are up to 200 rows with row_id, company_group, date, listing_count, and duplicate_listings.”
Fill missing duplicate listing counts
“My job listing inventory dataset has some null duplicate_listings values scattered across different company groups and dates — please fill those missing values using zero and also remove any exact duplicate rows, then give me the cleaned reports.”
Prep job inventory data for analysis
“Before I run my hiring trend analysis, I need my job listing inventory records cleaned up — deduplicate any identical rows and use mean imputation to fill any missing listing_count fields across these 150 company group records.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-13-054?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have tabular job listing inventory data (up to 200 rows) with listing_count and duplicate_listings fields and need both exact row deduplication and missing-value imputation in a single call. Ideal for pre-processing job board or recruiter datasets before downstream analytics. Prefer this over general-purpose data cleaning tools when your data fits the specific job listing inventory schema and you need two combined reports at low cost ($0.01 USDC).
Side effects
- Input array exceeds 200 rows — request rejected
- Missing required fields (row_id, date, company_group) on any row — validation error
- Invalid date format (not YYYY-MM-DD) — pattern validation failure
- Invalid method enum value (not zero/mean/median) — schema error
- Invalid field enum value (not listing_count/duplicate_listings) — schema error
- Empty rows array — minItems violation
- Numeric values outside allowed range — validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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