{"uid":"cap_mS_RO-1CW40zUNIRTahyt","slug":"research-task-completion-data-auditor-quality-audit-deduplication-d4aec47b","name":"Research Task Completion Data Auditor — Quality Audit, Deduplication & Numeric Ordering","description":"Research task completion — Record quality audit + Exact row deduplication + Numeric row ordering: Record quality audit + Exact row deduplication + Numeric row ordering 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-22-213?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_ZcK6fcZ0jmrpE9TFj3l42","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 on research task completion records: record quality audit, exact row deduplication, and numeric row ordering — all processed locally without external lookups.","exampleAgentPrompt":"Can you audit my research task completion records for quality issues, remove any exact duplicate rows, and sort them numerically by completed_tasks? I have these rows: row-1 (group-a, 2026-10-01, completed: 10, assigned: 1), row-2 (group-b, 2026-10-02, completed: 20, assigned: 2), row-3 (group-a, 2026-10-03, completed: 15, assigned: 3), row-4 (group-b, 2026-10-04, completed: 30, assigned: 4).","exampleUseCases":[{"title":"Monthly task completion data cleanup","prompt":"I have 50 rows of monthly research task completion data with company groups and dates — can you run a quality audit, deduplicate any identical rows, and sort them numerically by assigned_tasks so I can review the clean dataset?"},{"title":"Research study data integrity check","prompt":"Before I publish my research results, can you audit these task records for quality problems and flag any exact duplicate entries? Here are my completed_tasks and assigned_tasks values by group and date — up to 200 rows total."},{"title":"Team task tracking deduplication","prompt":"Our task tracker exported some records that might have duplicates and bad data — can you check the quality, deduplicate exact matches, and return them ordered numerically by completed_tasks? I'll send you the rows with row IDs, company groups, and dates."}],"resultDescription":"Three independent analytical reports returned together: (1) a record quality audit flagging issues like missing values or out-of-range numbers in the selected field, (2) an exact row deduplication report identifying and removing identical rows, and (3) a numerically ordered version of the rows sorted by the selected numeric field (completed_tasks or assigned_tasks). All processing is done locally on the supplied data with no external calls.","failureModes":["Fewer than 1 row or more than 200 rows supplied — request rejected","Invalid date format (not YYYY-MM-DD) in any row — validation error","Missing required fields (row_id, company_group, date, completed_tasks, assigned_tasks) — schema error","Numeric values outside allowed range (±1,000,000,000,000) — validation error","Invalid field selector (not 'completed_tasks' or 'assigned_tasks') — enum error"],"whenToPreferThis":"Choose this endpoint when you need three combined analytical operations on research task completion data (quality audit + deduplication + numeric ordering) in a single low-cost call, without needing live data lookup, ML predictions, or external integrations. Ideal for data cleaning pipelines, pre-publication data validation, and batch quality checks on up to 200 task completion records.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T18:56:08.244Z","isFirstParty":false,"canonicalSlug":"research-task-completion-data-auditor-quality-audit-deduplication-d4aec47b"}