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Tutorial Completion — Equal-Width Histogram + IQR Outlier Flags
x402
Tutorial Completion — Equal-Width Histogram + 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 2026-10-25).
Generates an equal-width histogram and IQR-based outlier flags for tutorial completion data (starts and completions) supplied as up to 200 rows, returning two independent statistical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Tutorial completion — Equal-width histogram + IQR outlier flags: Equal-width histogram + 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 reports: (1) an equal-width histogram showing bin boundaries and row counts for the selected field (starts or completions), and (2) IQR-based outlier flags identifying which rows fall outside the interquartile range fence — all computed locally without external lookups or predictions.
Example use cases
Flagging outlier tutorial drop-offs
“I have 150 rows of daily tutorial data across our game areas with starts and completions. Can you run the IQR outlier detection on the 'starts' field using 8 bins and tell me which rows are statistical outliers?”
Histogram of tutorial completions by date
“Run an equal-width histogram with 5 bins on our tutorial completions dataset — about 60 rows covering Q3, each with a game_area, date, starts, and completions — and give me the distribution report for the 'completions' field.”
QA check on imported tutorial funnel data
“We just imported tutorial funnel records for two game areas across 200 rows. Can you generate the histogram and IQR outlier flags for the 'starts' column with 10 bins so I can spot anything weird before we use it in our dashboard?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-game-20-170?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have tabular tutorial completion records (up to 200 rows) and need both a distribution histogram and IQR-based outlier detection in a single call for $0.01 USDC. It is ideal for lightweight, offline statistical QA on gaming or e-learning funnel data without requiring a live data pipeline or external analytics service.
Side effects
- Fewer than 1 row supplied — minimum of 1 row required
- More than 200 rows submitted — hard limit enforced
- Invalid date format (must match YYYY-MM-DD pattern)
- Bins value out of range (must be 1–30)
- Missing required row fields: row_id, game_area, date, starts, completions
- Null values in the selected numeric field may affect IQR calculation
- Invalid field enum value (must be 'starts' or 'completions')
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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