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Tutoring Sessions — Exact Row Deduplication + Two-Measure Correlation
x402
Tutoring Sessions — Exact Row Deduplication + Two-Measure Correlation is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-11-05).
Deduplicates tutoring session records and computes Pearson correlation between session_minutes and session_count for up to 200 supplied rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Tutoring sessions — Exact row deduplication + Two-measure correlation: Exact row deduplication + Two-measure correlation for supplied tutoring sessions records (session_minutes, session_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 analytical reports: (1) a deduplication report identifying and removing exact duplicate rows from the submitted tutoring session records, and (2) a two-measure correlation report computing the statistical relationship (Pearson correlation) between session_minutes and session_count across the cleaned dataset. No external data is fetched; analysis is performed entirely on the supplied rows.
Example use cases
Detect duplicate tutoring session entries
“I have a CSV of tutoring sessions with row_id, course_group, date, session_minutes, and session_count — can you find and remove any exact duplicate rows and also tell me if session minutes correlates with session count?”
Correlation analysis for ed-tech dashboard
“For my education analytics dashboard, I need to know if the number of sessions (session_count) is correlated with total session minutes across these 120 course group records — and please deduplicate the data first.”
Audit exported LMS session logs
“I exported session logs from our LMS with about 80 rows including session_minutes and session_count per course group and date — can you deduplicate exact repeated rows and report the correlation between those two measures?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-16-050?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have tabular tutoring session records (up to 200 rows) and need both exact-duplicate removal and a two-measure statistical correlation between session_minutes and session_count in a single low-cost call. It is ideal for lightweight, offline data-quality and association checks on education data where no external lookups, predictions, or professional assessments are needed.
Side effects
- Input array exceeds 200 rows — request rejected
- Missing required fields (row_id, date, course_group, session_minutes, session_count) — validation error
- Date field does not match YYYY-MM-DD pattern — schema validation failure
- All rows are duplicates leaving insufficient data for correlation — degenerate result
- session_minutes or session_count values out of allowed numeric range — rejected
- Payment of 0.01 USDC not provided or x402 protocol failure — 402 Payment Required
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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