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Tutorial Completion Record Quality Audit + Category Frequencies
x402
Tutorial Completion Record Quality Audit + Category Frequencies is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-11-06).
Runs two local analytical reports on tutorial completion data (starts and completions): a record quality audit and a category frequency breakdown by game area, for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Tutorial completion — Record quality audit + Category frequencies: Record quality audit + Category frequencies 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 reports: (1) a record quality audit identifying issues such as missing values, invalid formats, or out-of-range numbers across the submitted tutorial rows; and (2) a category frequency table showing how often each game_area value appears in the dataset. Both reports are generated locally using the submitted data only, with no external lookups.
Example use cases
Game tutorial data quality check
“I have a CSV of tutorial completion data from our game with columns for game_area, date, starts, and completions — can you audit the record quality and flag any issues like missing values or anomalies across these 150 rows?”
Category frequency breakdown by game area
“For our tutorial engagement dataset, I need to know how frequently each game_area category shows up across all 80 rows — can you run a category frequency analysis on the starts and completions data I'm providing?”
Pre-analysis validation of tutorial records
“Before I do deeper analysis, I want to check my tutorial completion dataset for data quality problems and see a breakdown of category frequencies by game area — I have about 120 rows with date, starts, and completions fields.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-game-20-006?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need fast, offline-style data quality auditing and category frequency analysis on tutorial completion records without requiring any external data lookups or predictions. It is ideal for pre-processing validation steps, quick exploratory analysis of game tutorial engagement data, or when you need two standard analytical reports at low cost ($0.01 USDC) on up to 200 rows.
Side effects
- Submitting more than 200 rows will cause rejection or truncation
- Missing required fields (row_id, game_area, date, starts, completions) will trigger validation errors
- Malformed date strings not matching YYYY-MM-DD pattern will cause parsing failures
- Numeric values outside the accepted range may be flagged or rejected
- Empty rows array will result in an error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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