{"uid":"cap_0AHYGkD9qRW3SnVtAMGO4","slug":"tutorial-completion-adjacent-row-changes-iqr-outlier-flags-32260739","name":"Tutorial Completion — Adjacent Row Changes + IQR Outlier Flags","description":"Tutorial completion — Adjacent row changes + IQR outlier flags: Adjacent row changes + 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-20-157?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_tiuUU4grlxwy3tl4gCh58","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":"Analyzes tutorial completion records (starts and completions) to produce adjacent row change deltas and IQR-based outlier flags, delivering two analytical reports for up to 200 rows.","exampleAgentPrompt":"I have tutorial completion data for several game areas — can you analyze it for adjacent row changes and IQR outlier flags on the 'completions' field? Here are my records: row-1 2026-10-01 group-a starts=10 completions=1, row-2 2026-10-02 group-b starts=20 completions=2, row-3 2026-10-03 group-a starts=15 completions=200, row-4 2026-10-04 group-b starts=30 completions=4.","exampleUseCases":[{"title":"Spike detection in tutorial completions","prompt":"I have daily tutorial completion counts across two game areas for the past month — can you run adjacent row change analysis and IQR outlier detection on the completions field to show me where there were sudden spikes or drops?"},{"title":"Game onboarding funnel anomaly check","prompt":"Here's my game onboarding data with starts and completions by area and date for about 150 rows — please analyze the starts field for row-to-row changes and flag any outliers using IQR so I can see which days were abnormal."},{"title":"Tutorial engagement QA before reporting","prompt":"Before I send this tutorial engagement report to my team, can you check my 80 rows of starts and completions data for adjacent row changes and IQR-based outlier flags on the completions field so I can spot anything weird?"}],"resultDescription":"Two separate analytical reports: (1) adjacent row change values showing the delta between consecutive rows for the selected field, and (2) IQR-based outlier flags indicating which rows contain statistically anomalous values. Both reports are computed locally from the supplied data with no external lookups.","failureModes":["More than 200 rows submitted — request rejected or truncated","Missing required fields (row_id, game_area, date, starts, completions) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Invalid field enum value (not 'starts' or 'completions') — rejected","All-null numeric values in selected field — no meaningful computation possible","Fewer than 1 row submitted — minItems violation"],"whenToPreferThis":"Choose this endpoint when you have tabular tutorial or game completion data (up to 200 rows) and need both sequential row-to-row change detection AND IQR-based outlier flagging in a single low-cost call ($0.01 USDC). It is ideal for game analytics workflows where you want to identify anomalies in starts or completions without sending data to an external prediction or ML service — all analysis is local and deterministic.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:32:34.661Z","isFirstParty":false,"canonicalSlug":"tutorial-completion-adjacent-row-changes-iqr-outlier-flags-32260739"}