{"uid":"cap_UitQkS1G-PWi07ph9FFS7","slug":"tutorial-completion-numeric-interval-filter-iqr-outlier-flags-7cbb76f4","name":"Tutorial Completion — Numeric Interval Filter + IQR Outlier Flags","description":"Tutorial completion — Numeric interval filter + IQR outlier flags: Numeric interval filter + IQR outlier flags 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-20-130?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},"field":{"enum":["starts","completions"],"type":"string","default":"starts"},"maximum":{"type":"number","default":100,"maximum":1000000000000,"minimum":-1000000000000},"minimum":{"type":"number","default":0,"maximum":1000000000000,"minimum":-1000000000000}}},"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_0jUO0NRdlioS1kY57p35X","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":"Filters tutorial completion records by a numeric interval on starts or completions, and flags IQR-based outliers, returning two analytical reports for up to 200 rows.","exampleAgentPrompt":"I have tutorial completion data for our game — up to 50 rows with game_area, date, starts, and completions — can you run a numeric interval filter keeping only rows where starts is between 5 and 500, and also flag any IQR outliers in the starts field across all records?","exampleUseCases":[{"title":"Outlier detection in game tutorial funnels","prompt":"We've got daily tutorial data for our mobile game — about 80 rows with starts and completions by area — can you filter for rows where completions is between 1 and 200 and flag any IQR outliers in completions so we can spot which days are statistically unusual?"},{"title":"Sanity-checking tutorial start volumes","prompt":"Here are 120 rows of tutorial start records across different game areas. Filter out anything where starts falls outside the range 10 to 5000, and also flag which rows are IQR outliers in the starts field so I know what to investigate."},{"title":"QA review of newly ingested tutorial data","prompt":"I just ingested a batch of 60 tutorial completion records — can you run an interval filter on the completions field between 0 and 1000 and also produce the IQR outlier report so I can see if any rows are suspicious before I load them into the dashboard?"}],"resultDescription":"Returns two analytical reports: (1) a numeric interval filter report showing which rows from the supplied tutorial completion data fall within the specified minimum/maximum range for the chosen field (starts or completions), and (2) an IQR outlier detection report flagging rows that lie outside the interquartile range bounds for that field. Both reports operate on the supplied data only — no external lookups or predictions are made.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, date, game_area, starts, completions) on any row — validation error","Invalid date format (must match YYYY-MM-DD) — schema validation failure","minimum greater than maximum — may produce empty filter result or error","field value not in enum ['starts','completions'] — schema error","Null values in the chosen numeric field may affect IQR computation"],"whenToPreferThis":"Choose this endpoint when you have tutorial completion records (up to 200 rows) and need both a numeric range filter AND IQR-based outlier flagging in a single call at very low cost ($0.01 USDC). It is ideal for QA, data validation, or exploratory analysis of game tutorial funnels without requiring any external data sources. Prefer it over general-purpose analytics when working specifically with starts/completions data segmented by game_area and date.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:33:39.585Z","isFirstParty":false,"canonicalSlug":"tutorial-completion-numeric-interval-filter-iqr-outlier-flags-7cbb76f4"}