{"uid":"cap_zSdR8HoMQJUfw3sJFHYBD","slug":"tutorial-completion-data-quality-suite-record-audit-deduplication-910b60df","name":"Tutorial Completion Data Quality Suite — Record Audit, Deduplication & Numeric Distribution","description":"Tutorial completion — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution 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-20-210?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},"field":{"enum":["starts","completions"],"type":"string","default":"starts"}}},"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_iDbrOX5q3ExyAwrpXC9wV","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 tutorial completion data (starts and completions): record quality audit, exact row deduplication, and numeric distribution analysis — all within a single call for up to 200 rows.","exampleAgentPrompt":"Can you run a full data quality check on my tutorial completion records — I need a record quality audit, exact duplicate detection, and a numeric distribution for the 'starts' field? Here are my rows: row-1, 2026-10-01, group-a, starts=10, completions=1; row-2, 2026-10-02, group-b, starts=20, completions=2; row-3, 2026-10-03, group-a, starts=15, completions=3.","exampleUseCases":[{"title":"Pre-launch tutorial data cleanup","prompt":"Before we go live, can you audit these 50 tutorial completion records for quality issues, flag any exact duplicate rows, and show me a numeric distribution of the completions field? I'll paste the rows now — each has a row_id, date, game_area, starts, and completions."},{"title":"Weekly game analytics data validation","prompt":"Run our weekly quality check on this batch of tutorial starts and completions data — I need the record quality audit, deduplication report, and a numeric distribution of 'starts'. Here are 120 rows covering the past month across game areas alpha, beta, and gamma."},{"title":"Post-migration data integrity check","prompt":"We just migrated our tutorial tracking data and I want to make sure it's clean — can you do a record quality audit, find any exact duplicate rows, and give me the numeric distribution for completions on this set of 80 records?"}],"resultDescription":"Returns three independent analytical reports for the submitted tutorial completion dataset: (1) a record quality audit flagging missing, malformed, or out-of-range values; (2) an exact row deduplication report identifying fully identical rows; and (3) a numeric distribution summary for the selected field (starts or completions), including statistics like min, max, mean, and quartiles. All computed locally with no external lookups.","failureModes":["More than 200 rows submitted — endpoint rejects input exceeding maxItems limit","Missing required fields (row_id, game_area, date, starts, or completions) in any row causes validation failure","Invalid date format (not YYYY-MM-DD) causes schema rejection","Invalid field enum value (not 'starts' or 'completions') causes rejection","Empty rows array (minItems:1 not met) returns error","Payment not included or insufficient — x402 payment of 0.01 USDC required per call"],"whenToPreferThis":"Choose this endpoint when you need a combined data quality pass on tutorial completion records — specifically when you want record auditing, deduplication, and numeric distribution in a single cheap call ($0.01 USDC for all three reports). Ideal for batch validation of up to 200 rows of game tutorial engagement data. Prefer this over separate single-purpose endpoints when your data has all five required fields (row_id, game_area, date, starts, completions) and you want to avoid multiple round-trips.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:31:48.158Z","isFirstParty":false,"canonicalSlug":"tutorial-completion-data-quality-suite-record-audit-deduplication-910b60df"}