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Tutorial Completion — Duplicate Key Report + Category Frequencies
x402
Tutorial Completion — Duplicate Key Report + 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 2026-10-25).
Analyzes tutorial completion records (starts and completions) to produce a duplicate key report and category frequency breakdown for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Tutorial completion — Duplicate key report + Category frequencies: Duplicate key report + 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
Two independent analytical reports: (1) a duplicate key report identifying any row_id values that appear more than once in the supplied data, and (2) a category frequency table counting how many records belong to each distinct game_area value. No external lookups or predictions are made — all analysis is performed locally on the submitted rows.
Example use cases
Auditing game area distribution in tutorial data
“I have a batch of tutorial records across different game areas — can you tell me how frequently each game area shows up and flag any duplicate row IDs in the dataset? I'll give you the rows now.”
Detecting duplicate entries before data pipeline ingestion
“Before I load these 150 tutorial completion records into our data warehouse, can you run a duplicate key check on the row IDs and also give me a frequency count of how many records fall into each game area category?”
Summarizing category breakdown for tutorial reporting
“I need a quick report on our tutorial starts and completions — specifically, how many records belong to each game area, and whether any row IDs are repeated. Here's the full list of up to 200 rows.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-game-20-057?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need fast, local analytical reports on tutorial completion datasets without any external lookups or live data dependencies. It is ideal for data quality audits (duplicate key detection) combined with categorical summarization (game area frequencies) in a single low-cost call. Best suited for gaming or e-learning analytics pipelines where you want to validate and summarize tutorial engagement data before downstream processing.
Side effects
- Fewer than 1 row submitted — request rejected due to minItems constraint
- More than 200 rows submitted — request rejected due to maxItems limit
- Missing required fields (row_id, game_area, date, starts, completions) on any row — validation error
- Date field does not match YYYY-MM-DD pattern — schema validation failure
- row_id exceeds 80 character maxLength — rejected
- starts or completions values outside allowed numeric range — validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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