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Transcript Preparation — Record Quality Audit + Equal-Width Histogram
x402
Transcript Preparation — Record Quality Audit + Equal-Width Histogram 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).
Runs a record quality audit and an equal-width histogram analysis on up to 200 transcript preparation rows (transcribed_minutes, source_minutes) and returns both reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transcript preparation — Record quality audit + Equal-width histogram: Record quality audit + Equal-width histogram 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 analytical reports: (1) a record quality audit identifying null values, out-of-range entries, and data completeness issues per row; and (2) an equal-width histogram showing the frequency distribution of the selected field (transcribed_minutes or source_minutes) across the specified number of bins. Both reports are computed locally on the supplied data with no external lookups.
Example use cases
Pre-processing data quality check
“I have 150 transcript preparation records with transcribed_minutes and source_minutes — can you run a quality audit on them and tell me which rows have missing, null, or suspicious values before I send them to the pipeline?”
Transcription duration distribution analysis
“Run an equal-width histogram with 10 bins on the transcribed_minutes field across my transcript dataset — I want to see how transcription durations are distributed across all document groups.”
Cross-group transcript completeness review
“I need both a quality audit and a histogram (8 bins) on source_minutes for my transcript records across document groups Alpha and Beta from Q3 2026 — flag any data issues and show me the bin frequencies.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-12-013?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a data quality audit and a statistical histogram on transcript preparation records (transcribed_minutes / source_minutes) in a single call. It is cost-effective at $0.01 for two reports on up to 200 rows, requires no external data sources or live lookups, and is ideal as a pre-processing validation step before transcript data enters a downstream pipeline.
Side effects
- Empty rows array or exceeding 200-row limit returns a validation error
- Invalid date format (non YYYY-MM-DD) causes schema rejection
- bins value outside 1–30 range rejected by schema
- Null or missing row_id causes required-field validation failure
- Non-numeric values for transcribed_minutes or source_minutes cause type errors
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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