{"uid":"cap_FEIWamO8ZsxCY_WarVBaa","slug":"supplier-qualification-equal-width-histogram-iqr-outlier-flags-13ab4dd8","name":"Supplier Qualification — Equal-Width Histogram + IQR Outlier Flags","description":"Supplier qualification — Equal-width histogram + IQR outlier flags: Equal-width histogram + IQR outlier flags for supplied supplier qualification records (checked_criteria, met_criteria). 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-02-170?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","checked_criteria","met_criteria"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"met_criteria":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"company_group":{"type":"string","default":"","maxLength":80},"checked_criteria":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","met_criteria":1,"company_group":"group-a","checked_criteria":10},{"date":"2026-10-02","row_id":"row-2","met_criteria":2,"company_group":"group-b","checked_criteria":20},{"date":"2026-10-03","row_id":"row-3","met_criteria":3,"company_group":"group-a","checked_criteria":15},{"date":"2026-10-04","row_id":"row-4","met_criteria":4,"company_group":"group-b","checked_criteria":30}],"maxItems":200,"minItems":1},"field":{"enum":["checked_criteria","met_criteria"],"type":"string","default":"checked_criteria"}}},"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_Dem8rUxBTdvgtEpeuH79f","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":"Generates equal-width histogram distributions and IQR-based outlier flags for supplier qualification numeric fields (checked_criteria or met_criteria) across up to 200 supplied rows.","exampleAgentPrompt":"Analyze the distribution of our supplier qualification records — here are 150 rows with checked_criteria and met_criteria values — use 10 bins and flag IQR outliers on the checked_criteria field.","exampleUseCases":[{"title":"Detecting outlier suppliers in qualification audit","prompt":"I have 80 supplier qualification records from last quarter with checked_criteria and met_criteria scores. Can you run an equal-width histogram with 8 bins and flag any IQR outliers on the met_criteria field so I can spot which suppliers are unusually far from the norm?"},{"title":"Procurement team distribution review","prompt":"Our procurement team wants to see how evenly spread supplier qualification checks are across our vendor base. Please generate a histogram with 5 bins for the checked_criteria field across these 200 supplier rows and flag any outliers using IQR."},{"title":"Supplier scoring anomaly investigation","prompt":"I'm investigating anomalies in our supplier scoring data — here are 60 rows with row_id, company_group, date, checked_criteria, and met_criteria. Run an equal-width histogram with 6 bins and IQR outlier detection on the met_criteria field and tell me which records look suspicious."}],"resultDescription":"Returns two analytical reports sharing local engines: (1) an equal-width histogram showing bin boundaries and row counts for the selected numeric field (checked_criteria or met_criteria), and (2) an IQR-based outlier flagging report identifying which rows fall outside the interquartile range bounds — covering up to 200 input rows per call.","failureModes":["Input rows array is empty or missing required fields (row_id, date, checked_criteria, met_criteria) — validation error","More than 200 rows supplied — exceeds maximum row limit","bins parameter outside allowed range of 1–30 — rejected","date field does not match YYYY-MM-DD pattern — schema validation failure","All numeric values are null — cannot compute histogram or IQR","Payment not completed — x402 payment required error"],"whenToPreferThis":"Choose this endpoint when you have supplier qualification records with numeric checked_criteria or met_criteria fields and need both a histogram distribution view and IQR outlier detection in a single low-cost call. Ideal for offline batch analytics on up to 200 rows where no live data lookup or external enrichment is needed. Prefer over general-purpose analytics tools when working within a procurement or supplier management context and cost per call matters at $0.01 USDC.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:40:45.491Z","isFirstParty":false,"canonicalSlug":"supplier-qualification-equal-width-histogram-iqr-outlier-flags-13ab4dd8"}