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Training Assessments — Exact Row Deduplication + Daily Sum Series
x402
Training Assessments — Exact Row Deduplication + Daily Sum Series is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-28).
Deduplicates training assessment rows exactly and computes daily sum time series for pre_score or post_score fields across up to 200 records.
Price / call$0.01
Success—
StatusUnknown
How this service works
Training assessments — Exact row deduplication + Daily sum series: Exact row deduplication + Daily sum series for supplied training assessments records (pre_score, post_score). 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) an exact row deduplication report identifying and removing duplicate records from the supplied training assessment data, and (2) a daily sum time series aggregating the selected score field (pre_score or post_score) by date — both computed locally without any external lookup or live data.
Example use cases
Cleaning duplicate e-learning records
“I've exported our LMS assessment logs and there are definitely duplicate entries mixed in. Can you run exact row deduplication on these training records and also give me a daily sum of post_score by date? There are about 120 rows with row_id, course_group, date, pre_score, and post_score.”
Daily score trend for corporate training
“We ran a multi-week corporate training program and I need to see how pre_score totals changed day by day. Can you deduplicate the assessment rows first and then produce a daily sum series for pre_score? Here are the records — around 80 rows.”
Audit course group assessment data
“I need to audit our training assessment dataset for exact duplicate records and also see a daily sum breakdown of post_score across all course groups. The dataset has about 150 rows with dates, row IDs, course groups, and pre/post scores.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-11-044?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have training assessment tabular data (up to 200 rows) and need both exact duplicate detection and a daily sum time series in a single paid call. It is ideal for education/training analytics pipelines where data quality (deduplication) and temporal aggregation (daily sums) are needed together without external API dependencies or live data lookups.
Side effects
- More than 200 rows submitted — exceeds maxItems limit
- Missing required fields (row_id, course_group, date, pre_score, post_score) causes validation error
- Invalid date format (not YYYY-MM-DD) rejected by pattern constraint
- Invalid field selector (must be 'pre_score' or 'post_score')
- Empty rows array (minItems: 1 not satisfied)
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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