{"uid":"cap_qmlkAMzYd4dWLA2NbZt0S","slug":"commercial-proposal-comparisons-iqr-outlier-flags-two-measure-0990b5f5","name":"Commercial Proposal Comparisons — IQR Outlier Flags + Two-Measure Correlation","description":"Commercial proposal comparisons — IQR outlier flags + Two-measure correlation: IQR outlier flags + Two-measure correlation 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-24-176?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"}}},"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_NROXb_fMJMBRi81eA5yzC","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":"Runs IQR-based outlier detection and two-measure correlation analysis on supplied commercial proposal data (quoted_amount, delivery_days) for up to 200 rows, returning two analytical reports.","exampleAgentPrompt":"I have a set of commercial proposals from multiple vendors — can you run IQR outlier detection and a two-measure correlation between quoted_amount and delivery_days on these rows? Here's the data: row-1, group-a, 2026-10-01, $10,000, 14 days; row-2, group-b, 2026-10-02, $95,000, 3 days; row-3, group-a, 2026-10-03, $12,000, 13 days.","exampleUseCases":[{"title":"Flagging suspicious vendor bids","prompt":"I'm reviewing 50 supplier bids for a contract and want to know which quoted_amounts are statistical outliers using IQR, and whether there's a meaningful correlation between price and delivery_days. Can you run both analyses on this dataset?"},{"title":"Procurement audit for unusual proposals","prompt":"We received 120 commercial proposals and need to audit them for anomalies — please flag any quoted_amount or delivery_days values that fall outside the IQR bounds, and also give me the correlation between the two measures."},{"title":"Comparing vendor groups for bias","prompt":"I have proposals from two company groups and want to see if quoted_amount and delivery_days are correlated, and whether either group has outlier proposals based on IQR — here are the rows grouped by group-a and group-b."}],"resultDescription":"Two analytical reports: (1) IQR outlier flags identifying which rows have quoted_amount or delivery_days values outside the interquartile range bounds, and (2) a two-measure correlation result showing the statistical relationship between quoted_amount and delivery_days across all supplied rows.","failureModes":["Fewer than 1 row supplied — request rejected","More than 200 rows supplied — exceeds limit, request rejected","Missing required fields (row_id, quoted_amount, delivery_days) — validation error","Date field not matching YYYY-MM-DD pattern — schema validation failure","All values null for a measure — correlation or IQR computation may be undefined","Payment not completed — endpoint returns 402 without processing"],"whenToPreferThis":"Choose this endpoint when you need both IQR-based outlier detection and two-measure correlation on commercial proposal data in a single call at low cost ($0.01 USDC for both reports). Ideal for procurement teams comparing vendor bids across quoted price and delivery time dimensions with up to 200 rows, without needing live external data or predictive modeling.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T12:43:28.842Z","isFirstParty":false,"canonicalSlug":"commercial-proposal-comparisons-iqr-outlier-flags-two-measure-0990b5f5"}