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Commercial Proposal Comparisons — Adjacent Row Changes + Explicit Missing-Value Fill
x402
Commercial Proposal Comparisons — Adjacent Row Changes + 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 2026-10-17).
Analyzes commercial proposal data (quoted_amount, delivery_days) to detect adjacent row changes and fill missing values using zero, mean, or median imputation, producing two reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Commercial proposal comparisons — Adjacent row changes + Explicit missing-value fill: Adjacent row changes + Explicit missing-value fill for supplied commercial proposal comparisons records (quoted_amount, delivery_days). 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: one identifying adjacent row-to-row changes in the selected field (quoted_amount or delivery_days), and one with explicitly filled missing values using the chosen method (zero, mean, or median), covering up to 200 input rows processed locally without external lookups.
Example use cases
Vendor bid price shift audit
“I've got 50 rows of supplier bids with quoted_amount and delivery_days by company group and date — can you detect where prices shifted between adjacent rows and fill any missing quoted_amount values using the median?”
Procurement delivery days gap fill
“My proposal comparison sheet has some null delivery_days entries — can you run the adjacent row change analysis and fill those gaps using mean imputation across all 80 rows?”
Side-by-side proposal change report
“I need two reports on this set of 30 commercial proposal rows: one showing adjacent row changes in quoted_amount, and one with explicit missing-value fill using zero — grouped by company_group.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-24-162?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need deterministic, local computation on commercial proposal records to both detect adjacent row-level changes and fill missing numeric values in a single call, without requiring live data lookups, external ML predictions, or professional assessments. Ideal for procurement analytics pipelines processing up to 200 rows per call.
Side effects
- More than 200 rows submitted — request exceeds row limit
- Missing required fields (row_id, company_group, date) — validation error
- Invalid date format not matching YYYY-MM-DD pattern — schema rejection
- Field or method enum value not recognized — input validation failure
- Numeric values outside allowed range (-1T to 1T) — schema rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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