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Question Bank Coverage — Exact Row Deduplication + Duplicate Key Report
x402
Question Bank Coverage — Exact Row Deduplication + Duplicate Key Report 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).
Deduplicates question bank coverage records and reports duplicate row_id keys across up to 200 rows of item_count and objective_count data.
Price / call$0.01
Success—
StatusUnknown
How this service works
Question bank coverage — Exact row deduplication + Duplicate key report: Exact row deduplication + Duplicate key report for supplied question bank coverage records (item_count, objective_count). 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 exact row deduplication report identifying and removing rows where all fields are identical, and (2) a duplicate key report listing row_ids that appear more than once across the submitted question bank coverage records. Covers up to 200 input rows processed entirely with local analytical engines.
Example use cases
Cleaning assessment item coverage exports
“I exported our question bank coverage data for the semester and I think there are duplicate entries — can you run exact row deduplication and flag any repeated row IDs across these course group records with item counts and objective counts?”
Auditing objective count records before reporting
“Before I submit our quarterly education report, can you check these 80 question bank coverage rows for exact duplicates and duplicate row_id keys? Each row has a course_group, date, item_count, and objective_count.”
Detecting data pipeline duplicate submissions
“Our data pipeline may have double-submitted some question bank coverage records — can you identify any exact duplicate rows and duplicate row IDs in this set of coverage entries so I know what to purge?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-18-038?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to clean question bank coverage data (item_count, objective_count by course_group and date) with both exact row deduplication and duplicate key detection in a single call, with no external lookups or live data needed. Best for batches up to 200 rows where a low-cost ($0.01 USDC), offline analytical pass suffices.
Side effects
- Input array exceeds 200 rows — request rejected
- Missing required fields (row_id, course_group, date, item_count, objective_count) cause validation errors
- date field not matching YYYY-MM-DD pattern returns schema error
- Empty rows array rejected (minItems: 1)
- item_count or objective_count values outside ±1,000,000,000,000 range rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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