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Tutoring Sessions Numeric Interval Filter and Missing Value Fill
x402
Tutoring Sessions Numeric Interval Filter and 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 2026-11-02).
Filters tutoring session rows by a numeric interval on session_minutes or session_count and fills missing values using zero, mean, or median imputation, returning 2 analytical reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Tutoring sessions — Numeric interval filter + Explicit missing-value fill: Numeric interval filter + 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
Two independent analytical reports covering the interval-filtered and missing-value-filled tutoring session records, based on up to 200 supplied rows of session_minutes or session_count data. No external data is fetched; all analysis uses local engines on the provided rows.
Example use cases
Clean outlier-heavy tutoring logs
“I have 120 tutoring session rows with session_minutes and session_count — please filter session_minutes to only keep values between 5 and 120, then fill any nulls with the mean, and give me the two summary reports.”
Impute missing session counts for reporting
“My tutoring dataset has 80 rows and some session_count values are missing — can you fill those with zero and also cap session_count between 0 and 10, then return both analytical reports?”
Prep course group data before dashboard upload
“Before I push this to our dashboard, run my 200 tutoring rows through an interval filter keeping session_minutes between 15 and 60, fill missing session_minutes with the median, and show me the two output reports.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-education-16-135?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 tutoring session records and need both numeric range filtering (to remove out-of-bound values) and explicit missing-value imputation (zero, mean, or median) applied to session_minutes or session_count in a single call returning two analytical reports. It is purpose-built for education/tutoring data cleaning workflows and costs only $0.01 USDC for both reports together.
Side effects
- Input array exceeds 200 rows — request rejected
- Missing required fields (row_id, date, course_group) on any row — validation error
- Minimum bound greater than maximum bound — logical error in filter parameters
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- No rows remain after interval filtering — empty result or error
- Unsupported fill method value outside zero/mean/median enum — schema rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string | |
| maximum | number | |
| minimum | number |
Tags
x402
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