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Commercial Proposal Comparisons — Numeric Distribution + Explicit Missing-Value Fill
x402
Commercial Proposal Comparisons — Numeric Distribution + 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).
Computes numeric distribution statistics and fills missing values for commercial proposal data (quoted_amount, delivery_days) across up to 200 rows, producing 2 analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Commercial proposal comparisons — Numeric distribution + Explicit missing-value fill: Numeric distribution + 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: (1) a numeric distribution report showing statistical spread (e.g. min, max, mean, median, percentiles) for the selected field across the supplied rows, and (2) an explicit missing-value fill report showing how null/missing values in the target field (quoted_amount or delivery_days) were replaced using the chosen method (zero, mean, or median).
Example use cases
Procurement bid distribution analysis
“I've collected quotes from three supplier groups — can you analyze the numeric distribution of quoted_amount across these 50 proposal rows and fill any missing values using the mean?”
Delivery time gap imputation
“My vendor comparison spreadsheet has 80 rows but about 15 of the delivery_days entries are blank. Fill those missing delivery_days using the median and give me the distribution stats so I can see the spread.”
RFP response statistical summary
“Here are 120 rows from our RFP responses across two company groups. Run a distribution report on quoted_amount and use zero to fill any missing values so I can see the full numeric picture.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-24-085?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have structured commercial proposal or procurement comparison data (up to 200 rows) with quoted_amount and delivery_days fields, and you need both a numeric distribution summary and explicit imputation of missing numeric values in a single call for $0.01 USDC. It is ideal for offline batch analysis of vendor bids where no live data lookup, prediction, or external action is needed.
Side effects
- Rows array is empty or exceeds 200 items — validation error returned
- Invalid fill method supplied outside zero/mean/median enum — rejected
- Invalid field name outside quoted_amount/delivery_days enum — rejected
- Date strings not matching YYYY-MM-DD pattern — schema validation failure
- row_id missing or empty — required field error
- All values in target field are null — mean/median fill may return zero or error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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