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Transcript Preparation — Numeric Distribution + Explicit Missing-Value Fill
x402
Transcript Preparation — Numeric Distribution + 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 numeric distribution statistics and fills missing values (zero, mean, or median) for up to 200 rows of transcript timing data (transcribed_minutes, source_minutes), returning two analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transcript preparation — Numeric distribution + Explicit missing-value fill: Numeric distribution + 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
Two analytical reports: (1) a numeric distribution report covering statistics such as min, max, mean, median, and spread for the chosen field across up to 200 rows; (2) a missing-value fill report showing which rows had nulls replaced and what values were substituted, using the specified fill method (zero, mean, or median). No external lookups or predictions are made; analysis is performed locally on the supplied data.
Example use cases
Impute missing transcription durations before reporting
“I have a batch of 50 transcript records where some transcribed_minutes fields are null — can you fill those missing values using the mean and also give me the numeric distribution of transcribed_minutes across all rows?”
QA check on source audio lengths
“Before I archive these transcripts, I need a distribution report on source_minutes for my 120 document rows and want any missing source_minutes replaced with zero so every row has a value.”
Prep transcript data for downstream pipeline
“I'm cleaning up transcript preparation records for group-a and group-b documents dated in October 2026 — run numeric distribution analysis and median missing-value fill on the transcribed_minutes field for all 80 rows so the dataset is ready for the next step.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-12-085?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a numeric distribution summary and explicit missing-value imputation for transcript timing fields (transcribed_minutes or source_minutes) in a single $0.01 call covering up to 200 rows. Ideal for data preparation pipelines that must handle nulls before downstream analytics. Prefer it over general-purpose stats tools when working specifically with transcript preparation records and needing two coordinated reports (distribution + fill) in one round-trip without any live lookups or external dependencies.
Side effects
- Rows array exceeds 200 items — request rejected or truncated
- Invalid date format (not YYYY-MM-DD) — validation error
- Unknown fill method or field enum value — schema validation failure
- All values missing for chosen field — mean/median fill may be undefined or return zero
- Empty rows array — no output generated
- row_id missing or exceeding 80 characters — row rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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