{"uid":"cap_PBvRV0mJBStciRzIPZIcW","slug":"research-task-completion-category-frequencies-iqr-outlier-flags-11cdcfb8","name":"Research Task Completion — Category Frequencies + IQR Outlier Flags","description":"Research task completion — Category frequencies + IQR outlier flags: Category frequencies + IQR outlier flags 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-22-107?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_z-kGwKXsxZtuOxWlPTTGg","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":"Computes category frequencies and IQR-based outlier flags for research task completion records (completed_tasks, assigned_tasks) across up to 200 rows, returning 2 independent analytical reports.","exampleAgentPrompt":"Analyze my research task completion records — I have rows with company_group, date, completed_tasks, and assigned_tasks for up to 200 entries — and give me category frequencies plus IQR outlier flags on the completed_tasks field.","exampleUseCases":[{"title":"Flagging anomalous team output","prompt":"I have 150 daily research task records across 5 company groups, each with completed_tasks and assigned_tasks counts — can you run IQR outlier detection on completed_tasks and also show me the frequency breakdown by company_group?"},{"title":"Quality check on assigned task distribution","prompt":"Run category frequencies and IQR outlier flags on assigned_tasks for my dataset of research records — I want to spot any groups with suspiciously high or low assignment counts."},{"title":"Comparing task completion across research groups","prompt":"I've got a table of research task completion data with row_id, date, company_group, completed_tasks, and assigned_tasks — give me a frequency report by category and flag any rows where completed_tasks is an IQR outlier."}],"resultDescription":"Returns 2 independent analytical reports: (1) category frequency counts grouped by company_group or date for the selected field, and (2) IQR-based outlier flags per row indicating which records fall outside the interquartile range for the chosen field (completed_tasks or assigned_tasks). No external data is used; analysis runs on supplied rows only.","failureModes":["Fewer than 1 row supplied — minimum 1 row required","More than 200 rows supplied — maxItems exceeded, request rejected","Invalid date format (not YYYY-MM-DD) causes schema validation failure","Missing required fields (row_id, company_group, date) causes rejection","Null values in both numeric fields may reduce outlier detection reliability","Invalid field enum value (not 'completed_tasks' or 'assigned_tasks') causes error"],"whenToPreferThis":"Choose this endpoint when you need lightweight, local statistical analysis on task completion datasets up to 200 rows — specifically IQR outlier detection and category frequency summaries — without needing live lookups, ML predictions, or external enrichment. Ideal for research operations teams doing quick data quality checks or distribution analysis on completed vs assigned task records at very low cost ($0.01 per call).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T18:57:38.641Z","isFirstParty":false,"canonicalSlug":"research-task-completion-category-frequencies-iqr-outlier-flags-11cdcfb8"}