{"uid":"cap_-VuyTI0NlpueBYrupItTQ","slug":"research-task-completion-iqr-outlier-flags-two-measure-correlation-9b2c8fd1","name":"Research Task Completion — IQR Outlier Flags + Two-Measure Correlation","description":"Research task completion — IQR outlier flags + Two-measure correlation: IQR outlier flags + Two-measure correlation for supplied research task completion records (completed_tasks, assigned_tasks). 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-22-176?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","completed_tasks","assigned_tasks"],"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},"assigned_tasks":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"completed_tasks":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","assigned_tasks":1,"completed_tasks":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","assigned_tasks":2,"completed_tasks":20},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","assigned_tasks":3,"completed_tasks":15},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","assigned_tasks":4,"completed_tasks":30}],"maxItems":200,"minItems":1},"field":{"enum":["completed_tasks","assigned_tasks"],"type":"string","default":"completed_tasks"}}},"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_pmVbymsh-cYT6CGrN-xUi","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 two-measure correlation analysis on research task completion records (completed_tasks, assigned_tasks) for up to 200 rows, returning two independent analytical reports.","exampleAgentPrompt":"Can you run IQR outlier detection and correlation analysis on these task completion records — I have up to 50 rows with completed_tasks and assigned_tasks per company group and date, and I need both the outlier flags and the two-measure correlation report back.","exampleUseCases":[{"title":"Flagging anomalous research sites","prompt":"I have daily task completion records for 12 research sites — can you flag any rows where completed_tasks looks like an outlier using IQR, and also tell me how correlated completed_tasks and assigned_tasks are across all rows?"},{"title":"QA check on team productivity data","prompt":"Run an IQR outlier check and a correlation analysis on this batch of task records for my company groups — I want to know which dates or groups have suspiciously high or low completed_tasks values and whether assigned and completed tasks move together."},{"title":"Benchmarking task load vs output","prompt":"I've got assigned_tasks and completed_tasks logged per group over the past quarter, about 180 rows total — can you detect outliers with IQR and compute the correlation between those two measures so I can spot where workload and output are misaligned?"}],"resultDescription":"Returns two independent analytical reports: (1) IQR outlier flags identifying which rows have completed_tasks or assigned_tasks values outside the interquartile range bounds, and (2) a two-measure correlation report quantifying the statistical relationship between completed_tasks and assigned_tasks across all supplied rows. Up to 200 rows supported per call.","failureModes":["More than 200 rows submitted — request rejected or truncated","Missing required fields (row_id, date, company_group) — validation error","Invalid date format not matching YYYY-MM-DD pattern — schema rejection","All null values in the selected measure field — correlation or IQR computation fails","Fewer than minimum rows provided — insufficient data for meaningful IQR/correlation","Payment not included or insufficient — x402 payment required error"],"whenToPreferThis":"Choose this endpoint when you need both IQR-based outlier detection and Pearson/Spearman correlation analysis on research task completion data (completed_tasks, assigned_tasks) in a single call at low cost ($0.01 USDC for both reports). It is ideal for small-to-medium datasets up to 200 rows where no external data lookup, live prediction, or professional assessment is needed — purely local analytical computation on your supplied data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-27T06:54:15.381Z","isFirstParty":false,"canonicalSlug":"research-task-completion-iqr-outlier-flags-two-measure-correlation-9b2c8fd1"}