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Transcript Preparation — Grouped Numeric Summary + Explicit Missing-Value Fill
x402
Transcript Preparation — Grouped Numeric Summary + 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 2026-10-26).
Computes a grouped numeric summary and fills missing values for transcript preparation records (transcribed_minutes, source_minutes) across up to 200 rows, returning two analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transcript preparation — Grouped numeric summary + Explicit missing-value fill: Grouped numeric summary + Explicit missing-value fill for supplied transcript preparation records (transcribed_minutes, source_minutes). 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) a grouped numeric summary showing aggregate statistics (count, sum, mean, min, max, etc.) of the specified numeric fields broken down by document_group, and (2) a dataset where missing values in the specified field have been filled using the chosen method (zero, mean, or median). Covers up to 200 input rows.
Example use cases
Podcast transcription QA by show
“I've got 80 rows of podcast episode transcription data with transcribed_minutes and source_minutes. Some transcribed_minutes are missing. Group them by show (document_group), give me a summary of the numbers per group, and fill the blanks using the median.”
Video dubbing minutes audit
“Here are 120 rows of video dubbing records split across project groups. Some source_minutes values are null. Can you run a grouped numeric summary across those groups and fill in the missing source_minutes with the mean?”
Legal deposition transcript review
“I have 60 deposition transcript prep records from different case groups. I need a grouped numeric summary of transcribed_minutes by case group, and any missing transcribed_minutes should be replaced with zero.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-12-099?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have transcript preparation data (transcribed_minutes, source_minutes) and need both a grouped statistical summary and missing-value imputation in one call. It is purpose-built for transcript/transcription workflows and returns two complementary reports at a fixed low cost of $0.01 USDC for up to 200 rows. Prefer it over generic analytics tools when your data fits the transcript preparation schema and you want group-level aggregation alongside null-fill in a single request.
Side effects
- Rows array empty or missing — validation error returned
- More than 200 rows submitted — rejected with limit exceeded error
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Field enum value not recognized — request rejected
- All values in selected field are null — mean/median imputation may return zero or error
- row_id missing or blank — required field validation failure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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