{"uid":"cap_f_CoG0GoAVosBJtLB5oh6","slug":"onboarding-progress-data-quality-deduplication-analyzer-c500f76c","name":"Onboarding Progress Data Quality & Deduplication Analyzer","description":"Onboarding progress — Record quality audit + Exact row deduplication + Numeric row ordering: Record quality audit + Exact row deduplication + Numeric row ordering for supplied onboarding progress records (completed_steps, required_steps). 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-operations-08-213?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","team_group","date","completed_steps","required_steps"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"team_group":{"type":"string","default":"","maxLength":80},"required_steps":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"completed_steps":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","team_group":"group-a","required_steps":1,"completed_steps":10},{"date":"2026-10-02","row_id":"row-2","team_group":"group-b","required_steps":2,"completed_steps":20},{"date":"2026-10-03","row_id":"row-3","team_group":"group-a","required_steps":3,"completed_steps":15},{"date":"2026-10-04","row_id":"row-4","team_group":"group-b","required_steps":4,"completed_steps":30}],"maxItems":200,"minItems":1},"field":{"enum":["completed_steps","required_steps"],"type":"string","default":"completed_steps"}}},"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_1O4wBr4EEgJubGZR81mEV","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 local analytical reports on onboarding progress records: record quality audit, exact row deduplication, and numeric row ordering for completed_steps or required_steps.","exampleAgentPrompt":"Can you run a quality audit, exact deduplication check, and numeric ordering on these onboarding progress records I have for our teams — the data has completed_steps and required_steps per row, up to 80 rows, and I want the ordering done on completed_steps?","exampleUseCases":[{"title":"Pre-analysis onboarding data cleanup","prompt":"I have about 150 onboarding progress records for our teams with completed_steps and required_steps columns and I suspect there are duplicates and bad values — can you run a full quality audit and deduplication check on them before I build a dashboard?"},{"title":"Rank teams by step completion","prompt":"Take these onboarding records for my team groups and order them numerically by completed_steps so I can see who's furthest along — also flag any quality issues in the data while you're at it."},{"title":"Validate HR onboarding tracking export","prompt":"I exported our onboarding tracking spreadsheet into rows with team_group, date, completed_steps, and required_steps fields — can you audit the data quality and remove any exact duplicate rows so the data is clean for our report?"}],"resultDescription":"Returns three independent reports for the submitted onboarding progress rows: (1) a record quality audit flagging missing, null, or out-of-range values in completed_steps and required_steps; (2) an exact row deduplication report identifying and removing duplicate records; (3) a numeric row ordering report sorting rows by the selected field (completed_steps or required_steps). All analysis is performed locally with no external lookups.","failureModes":["More than 200 rows submitted — exceeds maximum row limit","Missing required fields (row_id, date, team_group, completed_steps, required_steps) in any row","Invalid date format (must match YYYY-MM-DD pattern)","Field selector not one of the allowed enum values (completed_steps, required_steps)","Empty rows array submitted","Payment not received — x402 payment required before response"],"whenToPreferThis":"Choose this endpoint when you need a combined data quality audit, deduplication, and numeric ordering pass on onboarding progress records in a single low-cost call. Ideal for pre-processing onboarding tracking exports before dashboarding or reporting, especially when working with up to 200 rows and needing all three analytical operations at once for $0.01 USDC.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:36:51.797Z","isFirstParty":false,"canonicalSlug":"onboarding-progress-data-quality-deduplication-analyzer-c500f76c"}