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Tutorial Completion Daily Sum Series + IQR Outlier Flags
x402
Tutorial Completion Daily Sum Series + 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).
Computes daily sum time series and IQR-based outlier flags for tutorial starts and completions data across game areas, returning two analytical reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Tutorial completion — Daily sum series + IQR outlier flags: Daily sum series + 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
Returns two independent analytical reports: (1) a daily sum time series aggregating starts or completions by date, and (2) IQR-based outlier flags identifying which rows or days fall outside the interquartile range — all computed locally on the supplied data without any external lookups.
Example use cases
Detecting anomalous tutorial drop-off days
“I have 120 rows of daily tutorial data with starts and completions across two game areas. Can you run the daily sum series and flag any outlier days using IQR for the starts field so I can see which days had unusually high or low engagement?”
Game area tutorial completion trend report
“Here are my tutorial completion records for group-a and group-b across October — can you compute the daily sum series and IQR outlier flags for completions so I can see the trend and spot any anomalous days?”
QA check on tutorial funnel data
“I want to validate my tutorial funnel dataset of 80 rows for weird values — please compute the daily sum series and IQR outlier flags for the starts field so I can identify any suspicious spikes before I report the numbers.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-game-20-140?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have raw tutorial engagement records (starts and completions) and need both a daily aggregated time series AND statistical outlier detection (IQR-based) in a single low-cost call. It is ideal for game analytics pipelines, tutorial funnel QA, or engagement reporting where you want two reports for the price of one without hitting any external data sources.
Side effects
- Exceeds 200 row limit — request will be rejected or truncated
- Invalid date format (must match YYYY-MM-DD pattern) causes row rejection
- Missing required fields (row_id, game_area, date, starts, completions) causes validation error
- Numeric values outside allowed range (-1T to +1T) may cause errors
- Invalid field enum value (must be 'starts' or 'completions') causes parameter rejection
- Empty rows array (minItems:1 not met) returns an error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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