{"uid":"cap_2NBS0hoh9O0KA7ThZyBwq","slug":"vendor-evaluation-grouped-numeric-summary-iqr-outlier-flags-99d6f0d6","name":"Vendor Evaluation — Grouped Numeric Summary + IQR Outlier Flags","description":"Vendor evaluation — Grouped numeric summary + IQR outlier flags: Grouped numeric summary + IQR outlier flags for supplied vendor evaluation records (supplied_score, maximum_score). 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-10-094?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","supplied_score","maximum_score"],"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},"maximum_score":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"supplied_score":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","maximum_score":1,"supplied_score":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","maximum_score":2,"supplied_score":20},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","maximum_score":3,"supplied_score":15},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","maximum_score":4,"supplied_score":30}],"maxItems":200,"minItems":1},"field":{"enum":["supplied_score","maximum_score"],"type":"string","default":"supplied_score"}}},"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_7lPP162rK2wQ4_x21xn24","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":"Computes grouped descriptive statistics and IQR-based outlier flags for vendor evaluation score records (supplied_score or maximum_score), returning two analytical reports for up to 200 rows.","exampleAgentPrompt":"Can you run a grouped numeric summary and IQR outlier detection on my vendor evaluation records — I have scores for group-a and group-b across about 50 rows with supplied_score and maximum_score fields, and I want to analyze supplied_score?","exampleUseCases":[{"title":"Procurement outlier detection across suppliers","prompt":"I have 120 vendor evaluation rows with supplied_score and maximum_score, grouped by supplier company — can you compute the grouped summary stats and flag any IQR outliers in the supplied_score field so I can spot which vendors are anomalous?"},{"title":"Quarterly vendor scorecard analysis","prompt":"Here are our Q3 vendor evaluation records for 80 rows across three company groups. Can you summarize the maximum_score by group and flag any outlier entries using IQR so we know which scores fall outside the normal range?"},{"title":"Audit vendor scoring consistency by region","prompt":"I need to check whether any vendor scores look unusual across our regional groups — I've got 150 rows with row_id, company_group, date, supplied_score and maximum_score. Can you do a grouped numeric summary and IQR outlier check on the supplied_score?"}],"resultDescription":"Returns two analytical reports: (1) a grouped numeric summary with descriptive statistics (e.g. count, mean, median, min, max, std) broken down by company_group for the selected field, and (2) IQR-based outlier flags identifying which individual rows fall outside the interquartile range fence. No external data is fetched; all analysis is performed on the supplied rows.","failureModes":["Fewer than 1 row supplied — request rejected by minItems constraint","More than 200 rows supplied — request rejected by maxItems constraint","Invalid date format (not YYYY-MM-DD) — schema validation failure","Missing required fields (row_id, company_group, date, supplied_score, maximum_score) — validation error","Null numeric values in the selected field may reduce group sample sizes or cause NaN in statistics","Invalid field enum value (not 'supplied_score' or 'maximum_score') — schema error","Payment not completed — x402 payment required response"],"whenToPreferThis":"Choose this endpoint when you have tabular vendor evaluation data with group labels and want both descriptive group-level statistics and IQR-based outlier detection in a single call without needing external lookups or predictions. Ideal for procurement or supplier analytics workflows processing up to 200 rows offline. Prefer this over general-purpose analytics if you want two pre-packaged reports (grouped summary + outlier flags) in one low-cost micro-payment call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T18:53:24.305Z","isFirstParty":false,"canonicalSlug":"vendor-evaluation-grouped-numeric-summary-iqr-outlier-flags-99d6f0d6"}