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Tutoring Sessions — Exact Row Deduplication + Category Frequencies
x402
Tutoring Sessions — Exact Row Deduplication + Category Frequencies is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-26).
Deduplicates exact duplicate rows and computes category-level frequency counts from tutoring session records (session_minutes, session_count) for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Tutoring sessions — Exact row deduplication + Category frequencies: Exact row deduplication + Category frequencies 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 reports: (1) an exact row deduplication report identifying and removing fully identical rows from the tutoring session dataset, and (2) a category frequency table showing how often each course_group value appears across the submitted records.
Example use cases
Clean duplicated tutoring logs
“We uploaded our tutoring session data for October and suspect there are duplicate entries — can you run an exact row deduplication on these records and tell me which rows were repeated? The data has row_id, course_group, date, session_minutes, and session_count fields.”
Course group frequency breakdown
“I have about 150 tutoring session records across several course groups and I need to know how frequently each group appears in the dataset — can you give me a category frequency report broken down by course_group?”
Pre-analysis data quality check
“Before I run my analysis, I want to make sure my tutoring session dataset is clean — can you deduplicate exact rows and count category frequencies by course group for these session records so I know what I'm working with?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-16-041?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both exact duplicate detection and category frequency analysis on tutoring session data in a single low-cost call. It is ideal for pre-processing education datasets before reporting or modeling, especially when data was collected from multiple sources and may contain repeated entries. It operates entirely on supplied data with no external lookups, making it deterministic and privacy-safe.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, course_group, date, session_minutes, session_count) causes row-level rejection
- Malformed date strings not matching YYYY-MM-DD pattern fail validation
- Empty rows array returns an error
- Numeric values outside the allowed range (-1e12 to 1e12) are rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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