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Tutoring Sessions — Exact Row Deduplication + Equal-Width Histogram
x402
Tutoring Sessions — Exact Row Deduplication + Equal-Width Histogram is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-27).
Deduplicates exact rows and generates an equal-width histogram for tutoring session data (session_minutes or session_count) across up to 200 records.
Price / call$0.01
Success—
StatusUnknown
How this service works
Tutoring sessions — Exact row deduplication + Equal-width histogram: Exact row deduplication + Equal-width histogram 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) an exact row deduplication report identifying and removing fully duplicate rows from the submitted tutoring session records, and (2) an equal-width histogram breaking the selected numeric field (session_minutes or session_count) into the specified number of bins with frequency counts per bin. Both reports are computed locally from the supplied data with no external lookups.
Example use cases
Tutoring data quality audit
“I have 150 tutoring session records with fields for date, course_group, session_minutes, and session_count — can you find and remove any exact duplicate rows and show me the results?”
Session duration distribution analysis
“Run a 5-bin equal-width histogram on the session_minutes field from my tutoring dataset — I want to see how session lengths are distributed across about 120 rows.”
Session count frequency for curriculum review
“I need a histogram with 8 bins for session_count across my tutoring records for groups like 'STEM-A' and 'Humanities-B' — and also deduplicate the rows first so I know the data is clean.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-16-048?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have tutoring session tabular data (up to 200 rows) and need two specific analytical operations — exact duplicate row removal and an equal-width histogram of a numeric field — bundled into a single low-cost call. It is ideal for education analytics pipelines doing data quality checks before further processing, or for quick exploratory distribution analysis of session duration or count data without needing a full analytics platform.
Side effects
- Rows exceeding 200 items are rejected (maxItems constraint)
- Missing required fields (row_id, course_group, date, session_minutes, session_count) cause validation errors
- Invalid date format (non-YYYY-MM-DD) triggers pattern mismatch error
- Bin count outside 1–30 range is rejected
- Null numeric values may reduce histogram accuracy
- Submitting zero rows or an empty array fails minItems constraint
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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