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Tutorial Completion — Adjacent Row Changes + IQR Outlier Flags
x402
Tutorial Completion — Adjacent Row Changes + IQR Outlier Flags is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-26).
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.
Price / call$0.01
Success—
StatusUnknown
How this service works
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.
Output
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.
Example use cases
Spike detection in tutorial completions
“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?”
Game onboarding funnel anomaly check
“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.”
Tutorial engagement QA before reporting
“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?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-game-20-157?utm_source=zero.xyzWhen to prefer
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.
Side effects
- 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
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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