{"uid":"cap_rDxmDC95kpQD12Yk5Lfzp","slug":"tutorial-completion-numeric-row-ordering-iqr-outlier-flags-e29a9e53","name":"Tutorial Completion — Numeric Row Ordering + IQR Outlier Flags","description":"Tutorial completion — Numeric row ordering + IQR outlier flags: Numeric row ordering + 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-20-119?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"}}},"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_VRKwJV4kNOUJSldvhrbpG","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":"Sorts tutorial completion rows (starts/completions) by a chosen numeric field and flags statistical outliers using the interquartile range method, delivering two independent analytical reports for up to 200 rows.","exampleAgentPrompt":"I have tutorial data for our game areas — can you sort these rows by completions and flag any IQR outliers? Here are up to 50 records with row_id, game_area, date, starts, and completions fields.","exampleUseCases":[{"title":"Flag outlier days in game tutorials","prompt":"I've got daily tutorial data for two game areas over the past month — can you sort all the rows by starts and flag any IQR outliers so I can spot the unusual days?"},{"title":"Rank completion rates across game areas","prompt":"Here's my tutorial completion dataset with starts and completions for each game area — please order the rows by completions and show me which ones are statistical outliers using IQR."},{"title":"Audit tutorial engagement anomalies","prompt":"I need to audit our tutorial engagement logs — sort these 80 records by their starts values and give me an IQR outlier report so I know which entries to investigate."}],"resultDescription":"Two independent analytical reports: (1) the input rows ranked/sorted by the chosen numeric field (starts or completions), and (2) each row annotated with IQR-based outlier flags indicating whether the value falls outside the interquartile range bounds. All computation is performed locally on the supplied data with no external lookups.","failureModes":["Input array exceeds 200 rows — request will be rejected or truncated","Missing required fields (row_id, game_area, date, starts, completions) cause validation errors","Invalid date format (not YYYY-MM-DD) triggers schema validation failure","Null values in the chosen field may affect IQR calculation accuracy","Insufficient data points (e.g. fewer than 4 rows) may produce unreliable IQR bounds"],"whenToPreferThis":"Choose this endpoint when you have tutorial completion records (starts and completions) and need both a sorted ranking and IQR-based outlier detection in a single call at low cost ($0.01 USDC for both reports). Ideal for game analytics teams auditing engagement data, detecting anomalous days, or preparing data for downstream reporting — without needing live lookups or predictive modeling.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:32:38.275Z","isFirstParty":false,"canonicalSlug":"tutorial-completion-numeric-row-ordering-iqr-outlier-flags-e29a9e53"}