{"uid":"cap_DE2iKrh1rZVKYUlv8gwkb","slug":"tutorial-completion-data-quality-audit-record-quality-string-60898a58","name":"Tutorial Completion Data Quality Audit: Record Quality, String Normalisation & Duplicate Key Report","description":"Tutorial completion — Record quality audit + String normalisation + Duplicate key report: Record quality audit + String normalisation + 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-20-192?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_Wok4iS4B9XG8GZ8wzA8h8","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, string normalisation, and duplicate key detection) on up to 200 tutorial completion records (starts and completions by game area and date).","exampleAgentPrompt":"Can you audit the quality of these tutorial completion records — I have up to 200 rows with fields like row_id, game_area, date, starts, and completions — and give me a record quality audit, string normalisation corrections, and a duplicate key report all at once?","exampleUseCases":[{"title":"Pre-load data quality check for game onboarding","prompt":"Before I load this batch of tutorial completion data into our database, can you run a full quality check on these rows — I want a record quality audit, any string normalisation issues in the game_area field, and a duplicate row_id report? Here are the 150 rows."},{"title":"Detect duplicate keys in daily tutorial export","prompt":"I exported today's tutorial starts and completions from our game analytics system — about 80 rows with date, game_area, starts, and completions. Can you check for any duplicate row IDs and also flag string inconsistencies in the game_area values?"},{"title":"Validate tutorial funnel data before weekly reporting","prompt":"I need to validate my weekly tutorial funnel data before presenting it to stakeholders. Can you do a record quality audit, normalise any messy strings in the game_area column, and identify any duplicated keys across these 60 tutorial completion records?"}],"resultDescription":"Three independent analytical reports returned together: (1) a record quality audit flagging malformed, missing, or out-of-range values; (2) a string normalisation report highlighting inconsistent or non-standard strings in text fields like game_area; and (3) a duplicate key report identifying rows sharing the same key identifiers. All analysis is performed locally with no external lookups.","failureModes":["Submitting more than 200 rows returns a validation error","Missing required fields (row_id, game_area, date, starts, completions) causes row-level rejection","Malformed date strings not matching YYYY-MM-DD pattern are flagged or rejected","Numeric values outside the allowed range trigger validation errors","Empty row array returns an error due to minItems:1 constraint","Payment of 0.01 USDC must be included; missing payment results in 402 response"],"whenToPreferThis":"Choose this endpoint when you need all three of record quality auditing, string normalisation, and duplicate key detection on tutorial completion data in a single call for up to 200 rows. It is ideal for pre-ingestion validation of game tutorial tracking data where you want bundled reporting at low cost ($0.01 USDC for all three reports). Prefer it over separate single-report endpoints when you need comprehensive data quality coverage in one round trip without any external lookups or live data enrichment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:33:15.914Z","isFirstParty":false,"canonicalSlug":"tutorial-completion-data-quality-audit-record-quality-string-60898a58"}