{"uid":"cap_N1PTOstQJN8iMRbNLwUhn","slug":"tutorial-completion-record-quality-audit-category-frequencies-a80e84b9","name":"Tutorial Completion Record Quality Audit + Category Frequencies","description":"Tutorial completion — Record quality audit + Category frequencies: Record quality audit + Category frequencies 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-20-006?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_m4lrRINYYp8EEUpdDCZhI","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 two local analytical reports on tutorial completion data (starts and completions): a record quality audit and a category frequency breakdown by game area, for up to 200 rows.","exampleAgentPrompt":"Can you run a record quality audit and category frequency report on my tutorial completion data? I have rows with game areas like 'group-a' and 'group-b', dates, starts, and completions counts — here are up to 200 rows I want analyzed.","exampleUseCases":[{"title":"Game tutorial data quality check","prompt":"I have a CSV of tutorial completion data from our game with columns for game_area, date, starts, and completions — can you audit the record quality and flag any issues like missing values or anomalies across these 150 rows?"},{"title":"Category frequency breakdown by game area","prompt":"For our tutorial engagement dataset, I need to know how frequently each game_area category shows up across all 80 rows — can you run a category frequency analysis on the starts and completions data I'm providing?"},{"title":"Pre-analysis validation of tutorial records","prompt":"Before I do deeper analysis, I want to check my tutorial completion dataset for data quality problems and see a breakdown of category frequencies by game area — I have about 120 rows with date, starts, and completions fields."}],"resultDescription":"Returns two reports: (1) a record quality audit identifying issues such as missing values, invalid formats, or out-of-range numbers across the submitted tutorial rows; and (2) a category frequency table showing how often each game_area value appears in the dataset. Both reports are generated locally using the submitted data only, with no external lookups.","failureModes":["Submitting more than 200 rows will cause rejection or truncation","Missing required fields (row_id, game_area, date, starts, completions) will trigger validation errors","Malformed date strings not matching YYYY-MM-DD pattern will cause parsing failures","Numeric values outside the accepted range may be flagged or rejected","Empty rows array will result in an error"],"whenToPreferThis":"Choose this endpoint when you need fast, offline-style data quality auditing and category frequency analysis on tutorial completion records without requiring any external data lookups or predictions. It is ideal for pre-processing validation steps, quick exploratory analysis of game tutorial engagement data, or when you need two standard analytical reports at low cost ($0.01 USDC) on up to 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-06T00:34:07.747Z","isFirstParty":false,"canonicalSlug":"tutorial-completion-record-quality-audit-category-frequencies-a80e84b9"}