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Tutoring Sessions — Numeric Row Ordering + Explicit Missing-Value Fill
x402
Tutoring Sessions — Numeric Row Ordering + Explicit Missing-Value Fill is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-25).
Sorts tutoring session records by numeric field and fills missing values using zero, mean, or median imputation, returning two analytical reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Tutoring sessions — Numeric row ordering + Explicit missing-value fill: Numeric row ordering + Explicit missing-value fill 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 local analytical reports: (1) a numeric row ordering report that ranks/sorts the supplied tutoring session rows by the chosen field, and (2) a missing-value fill report that replaces null or absent values in the specified field using the selected method (zero, mean, or median). No external data is fetched; all computation is performed on the submitted rows.
Example use cases
Clean tutoring logs before dashboard import
“I've got a batch of tutoring session records across two course groups with some missing session_count values — sort them numerically by session_count and fill the gaps with the mean so I can import them cleanly into my dashboard.”
Identify session ordering by time spent
“Take my tutoring session data for group-a and group-b, rank the rows by session_minutes from lowest to highest, and replace any null session_minutes with zero so nothing is skipped.”
Prepare education data for weekly reporting
“I need to prep my weekly tutoring records — there are some missing session_minutes entries. Please sort everything by session_minutes numerically and impute the missing values using the median, and give me the two standard reports.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-16-124?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have tabular tutoring session data (up to 200 rows) with session_minutes or session_count fields and need both numeric ordering and null imputation in a single low-cost call ($0.01 USDC). It is ideal for lightweight, offline data-cleaning tasks where no external lookup, prediction, or live data is needed. Prefer alternatives if you need more than 200 rows, real-time analysis, or domain-specific educational insights beyond sorting and imputation.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Invalid date format (non-YYYY-MM-DD) causes validation error
- Numeric values outside ±1,000,000,000,000 range rejected
- Missing required fields (row_id, date, course_group) cause schema validation failure
- Invalid enum value for method or field parameter returns error
- Empty rows array rejected (minItems: 1)
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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