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Tutorial Completion Analytics — Numeric Distribution + Adjacent Row Changes
x402
Tutorial Completion Analytics — Numeric Distribution + Adjacent Row Changes is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-11-02).
Analyzes tutorial completion data (starts and completions) to produce a numeric distribution report and an adjacent-row-change report for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Tutorial completion — Numeric distribution + Adjacent row changes: Numeric distribution + Adjacent row changes 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 analytical reports: (1) a numeric distribution summary of the selected field (starts or completions) across all supplied rows, and (2) an adjacent-row-change report showing the difference between consecutive rows for the selected field. Both reports are generated locally from the supplied data with no external lookups.
Example use cases
Daily tutorial funnel monitoring
“I have a week of tutorial data for my game — each day has a game area, starts, and completions. Can you give me a numeric distribution and show how starts changed between consecutive rows? Here are the rows: row-1 2026-10-01 group-a 100 starts 40 completions, row-2 2026-10-02 group-b 150 starts 60 completions, row-3 2026-10-03 group-a 80 starts 30 completions. Analyze the 'completions' field.”
Comparing completion spikes across game areas
“I've got 5 records from two game areas for my tutorial tracking — can you compute the numeric distribution and adjacent row changes for the 'completions' field? row-1 2026-11-01 area-1 starts 200 completions 80, row-2 2026-11-02 area-2 starts 180 completions 90, row-3 2026-11-03 area-1 starts 220 completions 70, row-4 2026-11-04 area-2 starts 160 completions 110, row-5 2026-11-05 area-1 starts 240 completions 50.”
Post-update engagement change detection
“After our game update last week, I want to see how tutorial starts are shifting day over day. Can you run a numeric distribution plus adjacent row change report on these 6 rows using the 'starts' field? row-1 2026-12-01 zone-a 500 starts 200 completions, row-2 2026-12-02 zone-b 480 starts 190 completions, row-3 2026-12-03 zone-a 600 starts 210 completions, row-4 2026-12-04 zone-b 550 starts 230 completions, row-5 2026-12-05 zone-a 700 starts 280 completions, row-6 2026-12-06 zone-b 620 starts 260 completions.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-game-20-077?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have tabular tutorial completion records (starts and completions) and need both a statistical distribution overview and a row-to-row change analysis in a single call. It is ideal for game analytics workflows where you want to understand the spread of engagement metrics and detect consecutive-row shifts without setting up your own analytical pipeline. Best suited for datasets of up to 200 rows processed locally with no external data dependencies.
Side effects
- Rows array is empty or missing — validation error
- More than 200 rows supplied — rejected with maxItems error
- Invalid date format (not YYYY-MM-DD) — pattern validation failure
- Field value not in enum ['starts','completions'] — rejected
- Null values in starts or completions may affect distribution calculations
- Missing required fields (row_id, game_area, date, starts, completions) — schema validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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