{"uid":"cap_imc_VX3AJjkyl2NyhD_iQ","slug":"tutorial-completion-data-quality-suite-record-audit-deduplication-28062484","name":"Tutorial Completion Data Quality Suite — Record Audit, Deduplication & Duplicate Key Report","description":"Tutorial completion — Record quality audit + Exact row deduplication + Duplicate key report: Record quality audit + Exact row deduplication + Duplicate key report for supplied tutorial completion records (starts, completions). 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-game-20-209?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","game_area","date","starts","completions"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"starts":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"game_area":{"type":"string","default":"","maxLength":80},"completions":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","starts":10,"game_area":"group-a","completions":1},{"date":"2026-10-02","row_id":"row-2","starts":20,"game_area":"group-b","completions":2},{"date":"2026-10-03","row_id":"row-3","starts":15,"game_area":"group-a","completions":3},{"date":"2026-10-04","row_id":"row-4","starts":30,"game_area":"group-b","completions":4}],"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_J1E5LsOLfPBeMIpF_x3gR","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 independent data-quality reports (record quality audit, exact row deduplication, and duplicate key report) on up to 200 tutorial completion records containing starts and completions metrics.","exampleAgentPrompt":"Can you run a full data quality check on my tutorial completion records — I've got rows with game_area, date, starts, and completions fields (up to 200 rows) — and give me a record quality audit, find any exact duplicate rows, and flag any duplicate keys?","exampleUseCases":[{"title":"Pre-analysis tutorial data cleanup","prompt":"I have about 150 rows of tutorial completion data with columns for row_id, game_area, date, starts, and completions — can you audit them for quality issues, remove exact duplicate rows, and tell me if any row IDs are repeated before I run my analysis?"},{"title":"Game onboarding funnel data integrity check","prompt":"We collected tutorial starts and completions across several game areas over the past month and I'm worried about data quality — please run a record audit, exact deduplication, and duplicate key check on these records so I know what to fix."},{"title":"Automated ETL validation step","prompt":"Before we load this batch of tutorial completion records into our data warehouse, run the three-report quality suite on them — record quality audit, exact row deduplication, and duplicate key report — and flag anything that looks wrong."}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit identifying malformed or problematic fields across the submitted rows, (2) an exact row deduplication report identifying and collapsing identical rows, and (3) a duplicate key report listing any row_ids or key combinations that appear more than once. All analysis is performed locally on the supplied data with no external lookups.","failureModes":["Submitting more than 200 rows will cause the request to be rejected or truncated","Missing required fields (row_id, game_area, date, starts, completions) will cause validation errors","Dates not matching YYYY-MM-DD format will fail schema validation","Empty rows array (minItems: 1 not met) will return an error","Payment of 0.01 USDC not included will result in 402 Payment Required"],"whenToPreferThis":"Choose this endpoint when you need a bundled, low-cost ($0.01) three-in-one data quality pass on tutorial completion records (starts/completions by game_area and date) with up to 200 rows. It is ideal when you want record auditing, deduplication, and duplicate key detection in a single call without maintaining your own analytical pipeline. Not suitable for datasets larger than 200 rows, for predictive analytics, or for live data lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:31:13.183Z","isFirstParty":false,"canonicalSlug":"tutorial-completion-data-quality-suite-record-audit-deduplication-28062484"}