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Tutoring Sessions String Normalisation and Exact Row Deduplication
x402
Tutoring Sessions String Normalisation and Exact Row Deduplication is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-11-06).
Normalises strings and deduplicates exact rows in tutoring session records (session_minutes, session_count) for up to 200 rows, returning 2 analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Tutoring sessions — String normalisation + Exact row deduplication: String normalisation + Exact row deduplication 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
Two analytical reports: (1) a string normalisation report showing standardised string fields across the submitted tutoring session rows, and (2) an exact row deduplication report identifying and removing fully duplicate records. Both reports are derived locally from the supplied data with no external lookups.
Example use cases
Cleaning tutoring platform session logs
“I've got a batch of tutoring session records from our platform — about 80 rows with course_group, date, session_minutes, and session_count — can you normalize the string fields and flag any exact duplicate rows so I can get clean data for our reporting?”
Deduplicating exported LMS session data
“My LMS exported 150 rows of session data with course groups, dates, and session counts. Can you run string normalisation and exact row deduplication on all of them and give me the two reports?”
Pre-analysis data quality check for tutoring records
“Before I analyze our tutoring session data, I need it cleaned — please normalize all the string values and identify any exactly duplicated rows across these 120 session records that include session_minutes and session_count fields.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-16-020?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both string normalisation and exact row deduplication on tutoring session records in a single $0.01 call, and your dataset has up to 200 rows. It is ideal for pre-analysis data cleaning workflows in education contexts where session_minutes and session_count are the key metrics. Prefer this over generic ETL tools when you want a lightweight, paid-per-call API with no setup.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, date, course_group) causes row rejection
- Invalid date format (not YYYY-MM-DD) triggers schema validation failure
- Numeric values outside the allowed range cause errors
- Empty rows array is rejected by minItems constraint
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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