{"uid":"cap_kJgguxibMDXmGt65eEwdD","slug":"research-task-completion-duplicate-key-report-iqr-outlier-flags-eff36323","name":"Research Task Completion — Duplicate Key Report + IQR Outlier Flags","description":"Research task completion — Duplicate key report + IQR outlier flags: Duplicate key report + 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-22-065?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_DS29h4tBDVqJ2zE9fREO6","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 up to 200 research task completion records to produce a duplicate key report and IQR-based outlier flags for completed_tasks or assigned_tasks fields.","exampleAgentPrompt":"Check my research task completion records for duplicate row keys and flag any IQR outliers in the completed_tasks field — here are up to 200 rows with row_id, company_group, date, completed_tasks, and assigned_tasks.","exampleUseCases":[{"title":"Audit research tracker for duplicate entries","prompt":"I have a dataset of research task completions with columns row_id, company_group, date, completed_tasks, and assigned_tasks. Can you run a duplicate key report and flag IQR outliers on completed_tasks so I can clean it up before reporting?"},{"title":"Spot anomalous assigned task counts by group","prompt":"My research operations team submitted task data for several company groups across dates — can you check it for duplicate row IDs and flag any statistically unusual values in assigned_tasks using IQR outlier detection?"},{"title":"Pre-submission data quality check on task records","prompt":"Before I submit these 150 research completion records, run a duplicate key check and IQR outlier report on the completed_tasks field so I can catch any data entry errors across the company groups."}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying any rows sharing the same key fields, and (2) IQR-based outlier flags marking rows where the selected numeric field (completed_tasks or assigned_tasks) falls outside the interquartile range boundaries. No external lookups or predictions are made; all analysis is local and deterministic.","failureModes":["Input array is empty or exceeds 200 rows — validation error returned","Required fields (row_id, company_group, date, completed_tasks, assigned_tasks) missing from one or more rows — schema validation failure","Date field does not match YYYY-MM-DD format — pattern validation error","Numeric fields contain values outside allowed range (±1,000,000,000,000) — validation error","All values in selected field are identical — IQR is zero, outlier detection may return no flags or edge-case behavior"],"whenToPreferThis":"Choose this endpoint when you need simultaneous duplicate-key detection and IQR-based outlier flagging on research task completion data (completed_tasks / assigned_tasks) in a single $0.01 call for up to 200 rows. Prefer it over general-purpose data tools when your data fits the specific schema (row_id, company_group, date, completed_tasks, assigned_tasks) and you want both reports in one lightweight, stateless call with no external dependencies.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T12:43:17.227Z","isFirstParty":false,"canonicalSlug":"research-task-completion-duplicate-key-report-iqr-outlier-flags-eff36323"}