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Tutoring Sessions Duplicate Key Report + Equal-Width Histogram
x402
Tutoring Sessions Duplicate Key Report + 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 2026-10-24).
Analyzes tutoring session records (up to 200 rows) to produce a duplicate key report and an equal-width histogram for session_minutes or session_count.
Price / call$0.01
Success—
StatusUnknown
How this service works
Tutoring sessions — Duplicate key report + Equal-width histogram: Duplicate key report + 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 independent analytical reports: (1) a duplicate key report identifying which row_id values appear more than once and how many times, and (2) an equal-width histogram for the chosen numeric field (session_minutes or session_count) divided into the specified number of bins, including bin boundaries and row counts per bin.
Example use cases
Audit tutoring data for duplicate entries
“I've got a CSV of 120 tutoring sessions with row IDs, course groups, dates, session_minutes, and session_count — can you check it for any duplicate key collisions and show me which rows are duplicated?”
Histogram of session durations for curriculum review
“Here are 80 tutoring session records. Can you create a 7-bin equal-width histogram on session_minutes so I can see how session lengths are distributed across our courses?”
Data quality check before reporting
“Before I submit my tutoring analytics report, can you run a duplicate key report and a 5-bin histogram on session_count for these 200 session rows to make sure the data looks clean?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-16-064?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have tutoring session tabular data (up to 200 rows) and need both a duplicate key audit and a numeric frequency histogram in a single call without any external lookups, live data, or predictions. It is ideal for lightweight, offline-style data quality and distribution checks on education session datasets at very low cost ($0.01 USDC for both reports).
Side effects
- Exceeding 200 rows returns a validation error
- Invalid date format (not YYYY-MM-DD) causes schema rejection
- Missing required fields (row_id, session_minutes, session_count, etc.) results in a 400 error
- Bins value outside 1–30 range fails validation
- Null-only numeric fields may produce empty histogram bins
- Payment not fulfilled causes HTTP 402 response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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