{"uid":"cap_Ug9Gi9l35R2uZd6DNbKHq","slug":"company-record-completeness-equal-width-histogram-iqr-outlier-flags-717b3bbd","name":"Company Record Completeness — Equal-Width Histogram + IQR Outlier Flags","description":"Company record completeness — Equal-width histogram + IQR outlier flags: Equal-width histogram + IQR outlier flags for supplied company record completeness records (populated_fields, required_fields). 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-01-170?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","populated_fields","required_fields"],"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},"required_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"populated_fields":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","required_fields":1,"populated_fields":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","required_fields":2,"populated_fields":20},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","required_fields":3,"populated_fields":15},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","required_fields":4,"populated_fields":30}],"maxItems":200,"minItems":1},"field":{"enum":["populated_fields","required_fields"],"type":"string","default":"populated_fields"}}},"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_n4vXgHbPKeXu6qgF-k994","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 and IQR-based outlier flag reports for company record completeness data (populated_fields or required_fields) across up to 200 rows.","exampleAgentPrompt":"I have 150 company records with populated_fields and required_fields counts — can you run a histogram with 10 bins and flag IQR outliers on the populated_fields column so I can see which records are anomalies?","exampleUseCases":[{"title":"CRM data quality audit","prompt":"We have 180 company records from our CRM with populated_fields and required_fields counts per company group. Run an equal-width histogram with 8 bins on the populated_fields column and flag any IQR outliers so I know which companies have unusually sparse or dense field completion."},{"title":"Required fields completeness review","prompt":"I've got a batch of 95 company records dated across Q3 — analyze the required_fields column using a 5-bin histogram and IQR outlier detection so I can identify which records are way out of range before we do our quarterly data review."},{"title":"Multi-group record completeness comparison","prompt":"We're comparing two company groups, group-alpha and group-beta, across 60 records. Can you run a histogram and IQR outlier report on the populated_fields values using 6 bins so I can see the distribution shape and spot any outliers in either group?"}],"resultDescription":"Returns two analytical reports: (1) an equal-width histogram dividing the selected field's values into the specified number of bins with frequency counts and bin boundaries, and (2) IQR-based outlier flags identifying which rows fall outside the interquartile range thresholds — all computed locally from the supplied data with no external lookups.","failureModes":["More than 200 rows submitted — request rejected due to maxItems constraint","Missing required row fields (row_id, company_group, date, populated_fields, required_fields) — validation error","Invalid date format (non-YYYY-MM-DD) — schema validation failure","bins value outside 1–30 range — rejected","All values null in selected field — histogram and IQR cannot be computed","Payment not included or insufficient — x402 payment required error"],"whenToPreferThis":"Choose this endpoint when you have up to 200 company records with numeric completeness metrics and need both a distributional view (histogram) and outlier identification (IQR flags) in a single call for a fixed $0.01 USDC cost. It is ideal for offline/batch data quality analysis where no live data lookup or external enrichment is needed — pure local statistical computation on your supplied records.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:19.908Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-equal-width-histogram-iqr-outlier-flags-717b3bbd"}