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Tutorial Completion — Record Quality Audit + Exact Row Deduplication
x402
Tutorial Completion — Record Quality Audit + Exact Row Deduplication is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-24).
Audits data quality and removes exact duplicate rows from tutorial completion records (starts and completions), producing two independent analytical reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Tutorial completion — Record quality audit + Exact row deduplication: Record quality audit + Exact row deduplication 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 reports: (1) a record quality audit identifying missing values, malformed fields, or data anomalies across the tutorial completion rows; and (2) an exact row deduplication report identifying which rows are exact duplicates. Both reports are generated locally from the supplied data with no external lookups.
Example use cases
Pre-analysis data cleaning for game tutorials
“I have a batch of tutorial completion logs from my game with columns row_id, game_area, date, starts, and completions — some rows might be duplicated or have bad values. Can you run a quality audit and deduplicate them exactly before I feed this into my dashboard?”
QA check on tutorial tracking pipeline
“Our data pipeline for tracking tutorial starts and completions has been acting up. Can you take these 150 rows and give me a record quality audit plus flag any exact duplicate rows so I know what's broken?”
Validate exported tutorial metrics before reporting
“I exported tutorial completion data from our game analytics tool — row_id, game_area, date, starts, and completions — and I need to verify there are no data quality problems or exact duplicate records before I send the report to stakeholders.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-game-20-002?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a data quality audit and exact duplicate detection on tutorial completion records in a single low-cost call. It is ideal for pre-processing game tutorial data before dashboarding or reporting, when you want offline/local analysis with no external data lookups or model predictions. Best suited for batches of up to 200 rows with the specific schema of row_id, game_area, date, starts, and completions.
Side effects
- Input array is empty or exceeds 200 rows — request rejected
- Row missing required fields (row_id, game_area, date, starts, completions) — validation error
- Date field does not match YYYY-MM-DD pattern — schema validation failure
- starts or completions values outside allowed numeric range — rejection
- Malformed JSON payload — parse error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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