{"uid":"cap_jLLlQdq7Dso2n3tZK0nZq","slug":"commercial-proposal-comparisons-adjacent-row-changes-explicit-missing-218ca67f","name":"Commercial Proposal Comparisons — Adjacent Row Changes + Explicit Missing-Value Fill","description":"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.","url":"https://market.datapackvibe.com/x402/assistant-ib26-company-24-162?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","quoted_amount","delivery_days"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"company_group":{"type":"string","default":"","maxLength":80},"delivery_days":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"quoted_amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","delivery_days":1,"quoted_amount":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","delivery_days":2,"quoted_amount":20},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","delivery_days":3,"quoted_amount":15},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","delivery_days":4,"quoted_amount":30}],"maxItems":200,"minItems":1},"field":{"enum":["quoted_amount","delivery_days"],"type":"string","default":"quoted_amount"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_AhwFbY1k6Nx9C1MdfxFVk","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"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.","exampleAgentPrompt":"I have a table of commercial proposals with quoted_amount and delivery_days — can you run adjacent row change detection and fill any missing quoted_amount values using median imputation across these 12 rows grouped by company?","exampleUseCases":[{"title":"Vendor bid price shift audit","prompt":"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?"},{"title":"Procurement delivery days gap fill","prompt":"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?"},{"title":"Side-by-side proposal change report","prompt":"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."}],"resultDescription":"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.","failureModes":["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"],"whenToPreferThis":"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.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T12:43:19.753Z","isFirstParty":false,"canonicalSlug":"commercial-proposal-comparisons-adjacent-row-changes-explicit-missing-218ca67f"}