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Transcript Preparation — Record Quality Audit + Numeric Distribution
x402
Transcript Preparation — Record Quality Audit + Numeric Distribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-23).
Runs a record quality audit and numeric distribution analysis on up to 200 transcript preparation rows containing transcribed_minutes and source_minutes fields, returning two analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transcript preparation — Record quality audit + Numeric distribution: Record quality audit + Numeric distribution 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 record quality audit identifying issues such as null values, missing fields, or invalid entries across the submitted rows, and (2) a numeric distribution summary of the selected field (transcribed_minutes or source_minutes) showing how values are spread across the dataset. Both reports are computed locally from the supplied data with no external lookups.
Example use cases
Transcription batch quality check
“I have 120 transcript records from last quarter with transcribed_minutes and source_minutes columns — can you run a quality audit to find missing or invalid entries and also show me the numeric distribution of transcribed_minutes across those rows?”
Source minutes distribution audit
“Run a record quality audit and numeric distribution report on my source_minutes data for these 80 transcript preparation rows dated October 2026 — I need to see where there are data gaps and how the values are spread.”
Multi-group transcript data validation
“I've got transcript preparation records split across two document groups with dates and minute counts — can you audit the record quality and give me the numeric distribution for the transcribed_minutes field across all 200 rows?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-12-004?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a data quality audit and a statistical numeric distribution for transcript preparation records in a single call at low cost ($0.01 USDC for both reports). It is ideal for batch validation of transcription datasets up to 200 rows where no live data lookup, prediction, or external enrichment is needed — just local analytical computation on supplied data.
Side effects
- More than 200 rows submitted — exceeds max row limit
- Missing required fields (row_id, date, transcribed_minutes, source_minutes) in any row
- Invalid date format not matching YYYY-MM-DD pattern
- field enum value not one of transcribed_minutes or source_minutes
- Empty rows array submitted
- Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000)
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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