{"uid":"cap_CMlPCNtgSDVSIb7i6LGNL","slug":"tutorial-completion-analytics-record-quality-audit-string-4ac39c26","name":"Tutorial Completion Analytics — Record Quality Audit + String Normalisation + Equal-Width Histogram","description":"Tutorial completion — Record quality audit + String normalisation + Equal-width histogram: Record quality audit + String normalisation + Equal-width histogram 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-20-202?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"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_oHVuH-bmztFMoUhypsVYx","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 (record quality audit, string normalisation, and equal-width histogram) on up to 200 tutorial completion records (starts and completions).","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and a 5-bin equal-width histogram on my tutorial completion data? I have 4 rows: row-1 on 2026-10-01 for group-a with 10 starts and 1 completion, row-2 on 2026-10-02 for group-b with 20 starts and 2 completions, row-3 on 2026-10-03 for group-a with 15 starts and 3 completions, and row-4 on 2026-10-04 for group-b with 30 starts and 4 completions — run the histogram on the starts field.","exampleUseCases":[{"title":"Game onboarding funnel quality check","prompt":"I've got daily tutorial start and completion counts for two game areas over the past week — can you audit them for data quality issues, normalise the game area strings, and show me a 10-bin histogram of completions so I can spot any distribution problems?"},{"title":"Tutorial drop-off histogram analysis","prompt":"Run a 7-bin equal-width histogram on the starts field for my tutorial records — I have about 50 rows with game_area, date, starts, and completions fields — and also give me the record quality audit and string normalisation reports at the same time."},{"title":"Data validation before reporting","prompt":"Before I hand off my tutorial completion dataset to the analytics team, can you do a record quality audit and string normalisation pass on all 120 rows, and also generate a 5-bin histogram on the completions field so I know the data is clean and well-distributed?"}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging missing, null, or out-of-range values; (2) a string normalisation report showing standardised versions of text fields like game_area; and (3) an equal-width histogram over the chosen numeric field (starts or completions) with the specified number of bins. All computed locally with no external lookups.","failureModes":["More than 200 rows submitted — exceeds maxItems limit","Invalid date format (must match YYYY-MM-DD pattern)","Missing required fields (row_id, game_area, date, starts, completions) in any row","bins value outside 1–30 range","field value not one of the allowed enum values ('starts' or 'completions')","Empty rows array (minItems is 1)"],"whenToPreferThis":"Choose this endpoint when you need three analytical reports in one call — record quality audit, string normalisation, and an equal-width histogram — on tutorial completion data (game starts and completions) with up to 200 rows. It is cost-efficient at $0.01 USDC for all three reports and operates entirely on supplied data without external lookups or predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:38:19.866Z","isFirstParty":false,"canonicalSlug":"tutorial-completion-analytics-record-quality-audit-string-4ac39c26"}