Commercial Proposal Comparisons — Category Frequencies + Explicit Missing-Value Fill

API ↗

Commercial Proposal Comparisons — Category Frequencies + 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 amounts and delivery days) by computing category frequencies and filling missing values using zero, mean, or median imputation — two analytical reports for up to 200 rows.

How this service works

Commercial proposal comparisons — Category frequencies + Explicit missing-value fill: Category frequencies + 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 category frequency breakdown showing how often each company_group value appears in the submitted rows, and (2) an explicit missing-value fill report for the selected numeric field (quoted_amount or delivery_days) using the chosen imputation strategy (zero, mean, or median). Both reports are computed locally with no external lookups.