{"uid":"cap_f1mqHz8kGa4MZOGWPU4NG","slug":"tutorial-completion-data-record-quality-audit-exact-row-deduplication-6406589b","name":"Tutorial Completion Data — Record Quality Audit + Exact Row Deduplication + Grouped Numeric Summary","description":"Tutorial completion — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary 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-20-211?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_lN9mntKHXHkOdJbJ4b4Lr","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 records: a data quality audit, exact duplicate row removal, and a grouped numeric summary by game area.","exampleAgentPrompt":"Can you run a full data quality audit, remove any exact duplicate rows, and give me a grouped numeric summary of starts and completions across game areas for these tutorial records? I have up to 50 rows with fields: row_id, game_area, date, starts, and completions — I want to analyze the 'starts' field for the summary.","exampleUseCases":[{"title":"Daily tutorial funnel data cleanup","prompt":"I have 80 rows of daily tutorial tracking data with row_id, game_area, date, starts, and completions — can you audit them for quality issues, strip out any exact duplicates, and give me a grouped summary of the 'completions' field broken down by game area?"},{"title":"QA check before analytics dashboard refresh","prompt":"Before I push this week's tutorial data into our dashboard, can you run a record quality audit and exact deduplication check on these 120 rows of tutorial starts and completions, then give me a grouped numeric summary by game area for the 'starts' field?"},{"title":"Investigate anomalous tutorial drop-off by area","prompt":"Something looks off in our tutorial completion numbers — can you take these 60 rows of tutorial records with game_area, date, starts, and completions, audit them for data quality problems, remove any duplicate rows, and summarize the 'completions' totals grouped by game area so I can see which areas are underperforming?"}],"resultDescription":"Returns three independent reports: (1) a record quality audit flagging missing, null, or malformed values per row; (2) an exact row deduplication report identifying and removing fully identical rows; (3) a grouped numeric summary aggregating the selected field (starts or completions) across game_area groups. All analysis is performed locally on the supplied data without external lookups.","failureModes":["Input array is empty (minItems:1 violated) — returns validation error","More than 200 rows submitted — request rejected with schema violation","Missing required fields (row_id, game_area, date, starts, completions) on any row — validation error","Invalid date format (not YYYY-MM-DD) — schema pattern mismatch error","Numeric values out of range (beyond ±1,000,000,000,000) — validation error","Invalid field enum value (not 'starts' or 'completions') — request rejected"],"whenToPreferThis":"Choose this endpoint when you need three combined analytical reports — quality audit, deduplication, and grouped summary — on tutorial completion data in a single low-cost call. It is ideal for small-to-medium datasets (up to 200 rows) where all analysis can be done on supplied data without external lookups. Prefer this over separate single-purpose endpoints when you need the full data-cleaning and summarization pipeline in one step for tutorial funnel metrics.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T12:51:26.186Z","isFirstParty":false,"canonicalSlug":"tutorial-completion-data-record-quality-audit-exact-row-deduplication-6406589b"}