{"uid":"cap_LtV-1heM6RHuumofTGTAF","slug":"research-task-completion-data-quality-suite-audit-deduplication-2bc3072b","name":"Research Task Completion Data Quality Suite — Audit, Deduplication & Duplicate Key Report","description":"Research task completion — Record quality audit + Exact row deduplication + Duplicate key report: Record quality audit + Exact row deduplication + Duplicate key report for supplied research task completion records (completed_tasks, assigned_tasks). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-company-22-209?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}}},"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_xwytkTFZ1PvfSbMRSvGw5","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 three analytical reports (record quality audit, exact row deduplication, and duplicate key report) on up to 200 research task completion records containing completed_tasks and assigned_tasks fields.","exampleAgentPrompt":"Can you audit my research task completion data for quality issues, find any exact duplicate rows, and generate a duplicate key report? I have records with row IDs, company groups, dates, and completed_tasks and assigned_tasks counts — here are up to 200 rows to analyze.","exampleUseCases":[{"title":"Weekly task data quality check","prompt":"I've got this week's research task completion records from our three company groups — can you run a full quality audit, find any exact duplicate rows, and flag any duplicate keys? I'll send you up to 150 rows with row IDs, dates, company groups, and the completed vs assigned task counts."},{"title":"Pre-reporting deduplication for task metrics","prompt":"Before I compile our monthly research completion report, can you deduplicate these task records and also give me a quality audit and duplicate key report? I have about 80 rows covering assigned_tasks and completed_tasks across different company groups and dates."},{"title":"Data integrity check after CRM export","prompt":"I just exported research task completion data from our CRM and I suspect there are duplicates. Can you run the record quality audit, exact deduplication check, and duplicate key report on these rows? There are around 200 entries with row IDs, company group names, dates, and task counts."}],"resultDescription":"Three independent analytical reports: (1) a record quality audit flagging data issues in the submitted rows, (2) an exact row deduplication report identifying and removing identical records, and (3) a duplicate key report listing rows sharing the same key fields. All reports are derived locally from the supplied data with no external lookups.","failureModes":["Exceeding 200 rows returns an error or truncated results","Missing required fields (row_id, date, company_group, completed_tasks, assigned_tasks) cause validation failure","Date values not matching YYYY-MM-DD pattern are rejected","Numeric values outside ±1,000,000,000,000 range are invalid","Empty rows array (minItems:1 violated) returns an error","Malformed JSON input causes request failure"],"whenToPreferThis":"Choose this endpoint when you need all three data quality operations — record quality audit, exact row deduplication, and duplicate key reporting — applied simultaneously to research task completion records (completed_tasks, assigned_tasks) at a very low cost ($0.01 for all three reports). It is best suited for batch offline analysis of up to 200 rows where no live data lookup or external enrichment is needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-22T00:49:21.142Z","isFirstParty":false,"canonicalSlug":"research-task-completion-data-quality-suite-audit-deduplication-2bc3072b"}