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Transcript Preparation: Record Quality Audit + String Normalisation + Grouped Numeric Summary
x402
Transcript Preparation: Record Quality Audit + String Normalisation + Grouped Numeric Summary is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-29).
Runs three local analytical reports on transcript preparation records — a data quality audit, string normalisation, and grouped numeric summary — for up to 200 rows of transcribed_minutes and source_minutes data.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transcript preparation — Record quality audit + String normalisation + Grouped numeric summary: Record quality audit + String normalisation + Grouped numeric summary for supplied transcript preparation records (transcribed_minutes, source_minutes). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.
Output
Returns three independent reports: (1) a record quality audit flagging missing, malformed, or out-of-range values; (2) string normalisation output cleaning the text fields; and (3) a grouped numeric summary of the selected measure (transcribed_minutes or source_minutes) broken down by document_group — all computed locally with no external lookups.
Example use cases
Pre-pipeline transcript data validation
“Before we feed our transcription records into the reporting pipeline, can you run a quality audit plus string normalisation and a grouped numeric summary on these 120 rows of transcribed_minutes and source_minutes data, grouped by document_group?”
Monthly transcription accuracy review
“I need a grouped numeric summary and quality audit of our transcription team's output for October — we have 180 rows with dates from 2025-10-01 to 2025-10-31, and I want to focus the analysis on the transcribed_minutes field.”
Spotting bad records in transcript batch
“Can you audit this batch of 75 transcript preparation records for quality issues, normalise the string fields, and give me a numeric summary grouped by document_group? The key measure is source_minutes.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-12-194?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need three bundled analytical reports (quality audit, string normalisation, grouped numeric summary) on transcript preparation records in a single low-cost call. It is ideal for pre-processing or validating batches of transcription data (up to 200 rows) before ingestion into downstream pipelines. Prefer it over single-report endpoints when you need all three analyses simultaneously at $0.01 USDC per batch, and when you do not need live predictions, external lookups, or professional assessment.
Side effects
- Fewer than 1 row or more than 200 rows submitted — request rejected
- Invalid date format (not YYYY-MM-DD) — validation error
- Missing required fields (row_id, document_group, date, transcribed_minutes, source_minutes) — schema error
- Numeric values outside allowed range (-1e12 to 1e12) — rejected
- Invalid field enum value — schema validation failure
- Payment not included or insufficient USDC — 402 payment required response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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