{"uid":"cap_kv0SLJvVtqOxYT4O-psvM","slug":"research-task-completion-grouped-numeric-summary-iqr-outlier-flags-38990488","name":"Research Task Completion — Grouped Numeric Summary + IQR Outlier Flags","description":"Research task completion — Grouped numeric summary + IQR outlier flags: Grouped numeric summary + 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-22-094?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_EMuayC8oUjqjOtD37IWjT","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 grouped descriptive statistics and IQR-based outlier flags for research task completion records (completed_tasks or assigned_tasks), covering up to 200 rows in 2 bundled reports.","exampleAgentPrompt":"Can you run a grouped numeric summary and IQR outlier analysis on my research task completion data — I have records with company_group, date, completed_tasks, and assigned_tasks fields for about 150 rows, and I want to analyze the completed_tasks field?","exampleUseCases":[{"title":"Detect outlier teams by task completion","prompt":"I have 120 rows of daily research task records with company groups, dates, completed_tasks, and assigned_tasks. Can you flag which rows have outlier completed_tasks values using IQR and also give me a grouped numeric summary by company group?"},{"title":"Compare assigned tasks across company groups","prompt":"Run a grouped numeric summary and IQR outlier check on my assigned_tasks data — I've got records for groups A, B, and C across Q3 with row IDs, dates, and task counts. I want to see which groups or rows are statistical outliers."},{"title":"Audit research productivity data quality","prompt":"I need to audit our research team productivity dataset — about 80 rows with company_group, date, completed_tasks, and assigned_tasks. Give me a grouped summary and flag any IQR outliers in the completed_tasks column so I can spot data anomalies."}],"resultDescription":"Returns two bundled analytical reports: (1) a grouped numeric summary (e.g. mean, median, min, max, std dev) of the selected field (completed_tasks or assigned_tasks) broken down by company_group, and (2) IQR-based outlier flags per row indicating which records fall outside the interquartile range. No external data is fetched; all analysis is performed on the supplied rows.","failureModes":["Fewer than 1 row supplied — validation error","More than 200 rows submitted — exceeds limit, request rejected","Missing required fields (row_id, company_group, date, completed_tasks, assigned_tasks) — schema validation error","Invalid date format (not YYYY-MM-DD) — pattern validation failure","Null values in numeric fields may affect IQR calculation depending on implementation","Invalid field enum value (not 'completed_tasks' or 'assigned_tasks') — rejected"],"whenToPreferThis":"Choose this endpoint when you have a tabular dataset of research task completion records (up to 200 rows) and need both a grouped descriptive summary and IQR outlier detection in a single low-cost call. It is ideal for offline/batch analytical use where no live data lookup or prediction is needed. The bundled 2-report format offers better value than calling separate summary and outlier endpoints individually.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-22T00:48:48.565Z","isFirstParty":false,"canonicalSlug":"research-task-completion-grouped-numeric-summary-iqr-outlier-flags-38990488"}