{"uid":"cap_vg6P7I0rqlYACsxDuiHnN","slug":"company-record-completeness-base-100-series-iqr-outlier-flags-a4031828","name":"Company Record Completeness — Base-100 Series + IQR Outlier Flags","description":"Company record completeness — Base-100 series + IQR outlier flags: Base-100 series + 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-01-164?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"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"},"base_index":{"type":"integer","default":0,"maximum":199,"minimum":0}}},"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_I1B0hamxoLZuv1m7y_YTN","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 company record completeness data (populated_fields, required_fields) to produce Base-100 indexed time series and IQR-based outlier flags across up to 200 rows, delivering two independent analytical reports.","exampleAgentPrompt":"Run a Base-100 series and IQR outlier analysis on my company completeness data — I have rows for group-a and group-b with dates from 2026-10-01 to 2026-10-04, using populated_fields as the target field and row index 0 as the base.","exampleUseCases":[{"title":"Data quality audit across company groups","prompt":"I have completeness records for three company groups over the past quarter — each row has a date, group name, how many fields are populated, and how many are required. Can you index the populated_fields values to a base of 100 starting from the first row and flag any IQR outliers?"},{"title":"Spotting anomalous required fields counts","prompt":"Analyze my company record data for outliers in required_fields — I'll give you up to 150 rows with company_group, date, populated_fields, and required_fields, and I want to know which rows are statistically anomalous using IQR rules."},{"title":"Benchmarking completeness trends over time","prompt":"I want to benchmark my CRM completeness over time — take these 80 rows of company records with populated_fields and required_fields and give me a Base-100 series starting from row index 0 plus any IQR outlier flags for the populated_fields column."}],"resultDescription":"Returns two analytical reports: (1) a Base-100 indexed time series for the selected field (populated_fields or required_fields) relative to the specified base row, and (2) IQR-based outlier flags identifying statistically anomalous rows across the supplied dataset of up to 200 company completeness records.","failureModes":["More than 200 rows submitted — request rejected due to maxItems constraint","Missing required fields (row_id, company_group, date, populated_fields, required_fields) cause validation errors","Invalid date format (not YYYY-MM-DD) triggers pattern validation failure","base_index out of range (0–199) causes parameter rejection","All-null numeric values may produce degenerate IQR results with no meaningful outlier detection","Insufficient row variance may result in no outliers flagged"],"whenToPreferThis":"Choose this endpoint when you need offline statistical analysis of company record completeness data using both time-series normalization (Base-100 indexing) and IQR-based outlier detection in a single low-cost call. It is ideal when you already have the data locally and need two analytical views simultaneously without any live lookup or external enrichment. Prefer it over general-purpose analytics tools when the data volume is ≤200 rows, the domain is specifically company record field population quality, and cost efficiency ($0.01 USDC for two reports) is a priority.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:44:56.592Z","isFirstParty":false,"canonicalSlug":"company-record-completeness-base-100-series-iqr-outlier-flags-a4031828"}