{"uid":"cap_E2aWCrHGjMqlrC6pHpvvd","slug":"ownership-record-completeness-iqr-outlier-flags-date-by-category-pivot-bc648f38","name":"Ownership Record Completeness — IQR Outlier Flags + Date by Category Pivot","description":"Ownership record completeness — IQR outlier flags + Date by category pivot: IQR outlier flags + Date by category pivot for supplied ownership record completeness records (documented_links, required_links). 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-21-178?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","documented_links","required_links"],"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_links":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"documented_links":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","required_links":1,"documented_links":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","required_links":2,"documented_links":20},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","required_links":3,"documented_links":15},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","required_links":4,"documented_links":30}],"maxItems":200,"minItems":1},"field":{"enum":["documented_links","required_links"],"type":"string","default":"documented_links"}}},"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_cGiBjxU3mCDHviSwXjfps","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 supplied ownership record completeness data (documented_links, required_links) to produce IQR-based outlier flags and a date-by-category pivot report for up to 200 rows.","exampleAgentPrompt":"I have a spreadsheet of ownership records with documented_links and required_links columns for various company groups across dates — can you flag any IQR outliers in the documented_links field and also give me a pivot of those values by date and company group? Here are up to 200 rows.","exampleUseCases":[{"title":"Ownership audit anomaly detection","prompt":"We track how many links are documented versus required for each company group every day. Can you run IQR outlier detection on the documented_links field across these 150 rows and tell me which entries are statistical anomalies, plus pivot the data by date and group?"},{"title":"Compliance completeness trend review","prompt":"I need to review our ownership documentation completeness for Q4 — here are records with row_id, company_group, date, required_links, and documented_links for about 80 entries. Flag any required_links outliers using IQR and give me a date-by-category breakdown."},{"title":"Data quality check before reporting","prompt":"Before we submit our ownership report, can you check these 200 rows of link completeness data for IQR-based outliers in documented_links and generate a pivot table grouping the values by date and company_group?"}],"resultDescription":"Returns two independent analytical reports: (1) IQR outlier flags identifying which rows have documented_links or required_links values that fall outside the interquartile range, and (2) a date-by-category pivot table summarizing the selected field across company groups and dates. Both reports are computed locally on the supplied data with no external lookups.","failureModes":["Missing required fields (row_id, date, company_group) cause validation errors","Date strings not matching YYYY-MM-DD pattern are rejected","Exceeding 200 rows returns an error or truncation","Null values in documented_links or required_links may affect IQR computation","Invalid field enum value (anything other than documented_links or required_links) causes rejection","Empty rows array is rejected (minItems: 1)"],"whenToPreferThis":"Choose this endpoint when you have tabular ownership record completeness data with documented and required link counts per company group and date, and need both outlier detection and a pivot summary in a single paid call. It is well-suited for batch data quality checks, compliance audits, and pre-reporting validation where you want statistical flagging (IQR method) and categorical aggregation together, without relying on external data sources or ML predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T12:44:58.861Z","isFirstParty":false,"canonicalSlug":"ownership-record-completeness-iqr-outlier-flags-date-by-category-pivot-bc648f38"}