{"uid":"cap_g6CWzJCDZxDYkx_m2O73N","slug":"tutorial-completion-analytics-record-quality-audit-string-9be6d268","name":"Tutorial Completion Analytics — Record Quality Audit + String Normalisation + Category Frequencies","description":"Tutorial completion — Record quality audit + String normalisation + Category frequencies: Record quality audit + String normalisation + Category frequencies 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-20-195?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_T4PN7jsFk2LtcIMCk93ou","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 local analytical reports on tutorial completion records (starts and completions): record quality audit, string normalisation, and category frequency counts — up to 200 rows, no external lookups.","exampleAgentPrompt":"Can you run a quality audit, string normalisation, and category frequency report on these tutorial completion records? I have rows with fields like row_id, game_area, date, starts, and completions — here's my dataset of up to 200 rows.","exampleUseCases":[{"title":"Game onboarding data quality check","prompt":"I have a CSV of tutorial starts and completions across different game areas for the past month — can you audit it for data quality issues, normalise the game area strings, and show me how many records fall into each category?"},{"title":"Detecting dirty category labels in tutorial data","prompt":"Our game tutorial dataset has inconsistent game_area labels like 'Group A', 'group-a', and 'GROUP A' — can you normalise those strings and give me a frequency breakdown by category so I can see which areas have the most tutorial activity?"},{"title":"Validating tutorial completion records before reporting","prompt":"Before I send this tutorial completion report to stakeholders, can you check up to 200 rows for any record quality problems — missing values, bad dates, out-of-range starts or completions — and also give me a category frequency summary by game_area?"}],"resultDescription":"Three analytical reports: (1) a record quality audit flagging issues such as missing values, invalid dates, or out-of-range numbers; (2) normalised string representations of text fields like game_area; (3) frequency counts of each category (e.g. game_area values) across the supplied rows. All computed locally from supplied data with no external lookups.","failureModes":["Empty rows array or missing required fields (row_id, game_area, date, starts, completions) causes validation error","More than 200 rows submitted — exceeds maxItems limit","Invalid date format (not YYYY-MM-DD) causes schema rejection","Non-numeric or out-of-range values for starts or completions may be flagged or rejected","Payment failure (insufficient USDC balance) prevents call from completing"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical passes — quality audit, string normalisation, and category frequencies — on a single batch of tutorial completion records (up to 200 rows) at a fixed low cost of $0.01 USDC. Prefer it over general data tools when your data has game_area and starts/completions fields, and you want all three reports in one call without building custom analytics logic.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-30T12:36:53.937Z","isFirstParty":false,"canonicalSlug":"tutorial-completion-analytics-record-quality-audit-string-9be6d268"}