{"uid":"cap_pDpArg2u9XDPZxBjYHUrj","slug":"company-headcount-observations-iqr-outlier-flags-two-measure-135939dc","name":"Company Headcount Observations — IQR Outlier Flags + Two-Measure Correlation","description":"Company headcount observations — IQR outlier flags + Two-measure correlation: IQR outlier flags + Two-measure correlation for supplied company headcount observations records (headcount, open_roles). 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-12-176?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","headcount","open_roles"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"headcount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"open_roles":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"company_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","headcount":10,"open_roles":1,"company_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","headcount":20,"open_roles":2,"company_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","headcount":15,"open_roles":3,"company_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","headcount":30,"open_roles":4,"company_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["headcount","open_roles"],"type":"string","default":"headcount"}}},"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_Q2CXyBolxQI5j784tERR0","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":"Runs IQR-based outlier detection and correlation analysis between headcount and open_roles across up to 200 supplied company headcount observation rows.","exampleAgentPrompt":"Can you run IQR outlier detection and a headcount-vs-open_roles correlation on these company workforce records? I have up to 200 rows each with a row_id, company_group, date, headcount count, and open_roles count — flag any outliers and tell me how the two measures correlate.","exampleUseCases":[{"title":"Flagging headcount anomalies across business units","prompt":"I have monthly headcount observations for our different business units — can you run IQR outlier detection on the headcount field and also show me how headcount correlates with open roles across all 150 rows?"},{"title":"Auditing recruitment data for data quality issues","prompt":"Before we report to leadership, can you check these 80 rows of company headcount and open_roles data for outlier values using IQR and tell me if there's a meaningful correlation between the two measures?"},{"title":"Comparing staffing trends across portfolio companies","prompt":"We track headcount and open_roles monthly across 12 portfolio companies — can you flag any IQR outliers and compute the correlation between headcount and open roles for me across all the records?"}],"resultDescription":"Two analytical reports: (1) IQR outlier flags identifying which rows have headcount or open_roles values outside the interquartile range, including row identifiers and group context; (2) a correlation report quantifying the statistical relationship between the headcount and open_roles measures across the supplied dataset.","failureModes":["Input array exceeds 200 rows — request will be rejected","Missing required fields (row_id, company_group, date, headcount, open_roles) cause validation failure","Null values in both headcount and open_roles across all rows may prevent meaningful correlation computation","Malformed date strings not matching YYYY-MM-DD pattern will fail schema validation","Too few rows (fewer than ~4) may produce unreliable IQR statistics"],"whenToPreferThis":"Choose this endpoint when you have pre-collected company headcount observation records and need two specific local statistical analyses — IQR-based outlier detection and two-measure correlation — performed together in a single call at low cost. Ideal for offline or batch analytics on HR/workforce datasets of up to 200 rows where no external data lookup or live prediction is needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:44.558Z","isFirstParty":false,"canonicalSlug":"company-headcount-observations-iqr-outlier-flags-two-measure-135939dc"}