{"uid":"cap_3v0N7R5X1iY5BzB7AKp4K","slug":"tutorial-completion-record-quality-audit-exact-row-deduplication-0bbdc7eb","name":"Tutorial Completion — Record Quality Audit + Exact Row Deduplication","description":"Tutorial completion — Record quality audit + Exact row deduplication: Record quality audit + Exact row deduplication for supplied tutorial completion records (starts, completions). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-game-20-002?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_Y56uwgmu5XnPIzCEHXE-Y","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":"Audits data quality and removes exact duplicate rows from tutorial completion records (starts and completions), producing two independent analytical reports for up to 200 rows.","exampleAgentPrompt":"Can you audit the quality of my tutorial completion records and remove any exact duplicate rows? I have up to 200 rows with fields like row_id, game_area, date, starts, and completions — I need two reports: one for record quality issues and one showing which rows are exact duplicates.","exampleUseCases":[{"title":"Pre-analysis data cleaning for game tutorials","prompt":"I have a batch of tutorial completion logs from my game with columns row_id, game_area, date, starts, and completions — some rows might be duplicated or have bad values. Can you run a quality audit and deduplicate them exactly before I feed this into my dashboard?"},{"title":"QA check on tutorial tracking pipeline","prompt":"Our data pipeline for tracking tutorial starts and completions has been acting up. Can you take these 150 rows and give me a record quality audit plus flag any exact duplicate rows so I know what's broken?"},{"title":"Validate exported tutorial metrics before reporting","prompt":"I exported tutorial completion data from our game analytics tool — row_id, game_area, date, starts, and completions — and I need to verify there are no data quality problems or exact duplicate records before I send the report to stakeholders."}],"resultDescription":"Two independent reports: (1) a record quality audit identifying missing values, malformed fields, or data anomalies across the tutorial completion rows; and (2) an exact row deduplication report identifying which rows are exact duplicates. Both reports are generated locally from the supplied data with no external lookups.","failureModes":["Input array is empty or exceeds 200 rows — request rejected","Row missing required fields (row_id, game_area, date, starts, completions) — validation error","Date field does not match YYYY-MM-DD pattern — schema validation failure","starts or completions values outside allowed numeric range — rejection","Malformed JSON payload — parse error"],"whenToPreferThis":"Choose this endpoint when you need both a data quality audit and exact duplicate detection on tutorial completion records in a single low-cost call. It is ideal for pre-processing game tutorial data before dashboarding or reporting, when you want offline/local analysis with no external data lookups or model predictions. Best suited for batches of up to 200 rows with the specific schema of row_id, game_area, date, starts, and completions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T12:54:53.594Z","isFirstParty":false,"canonicalSlug":"tutorial-completion-record-quality-audit-exact-row-deduplication-0bbdc7eb"}