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Transcript Preparation — Duplicate Key Report + Numeric Distribution
x402
Transcript Preparation — Duplicate Key Report + 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 2026-10-29).
Analyzes up to 200 transcript preparation records to produce a duplicate key report and numeric distribution for transcribed_minutes or source_minutes fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transcript preparation — Duplicate key report + Numeric distribution: Duplicate key report + 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
Returns two independent analytical reports: (1) a duplicate key report identifying repeated row_id and document_group values in the submitted transcript records, and (2) a numeric distribution summary (e.g. min, max, mean, percentiles, histogram buckets) for the selected field (transcribed_minutes or source_minutes). Covers up to 200 rows per call with no external lookups.
Example use cases
Audit transcript batch for duplicate IDs
“I have 150 transcript preparation rows and I want to check if any row_ids or document_groups are duplicated, and also see the numeric distribution of transcribed_minutes across those rows.”
Distribution check on source audio durations
“Can you analyze these transcript records for me? I need a duplicate key report and a numeric distribution specifically for the source_minutes field across my 60 rows.”
Quality check before transcript ingestion
“Before I load these transcript records into our system, can you run a duplicate key report and show me the distribution of transcribed_minutes so I can catch any data issues? I have about 200 rows with dates, row IDs, document groups, and both minute fields.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-12-055?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a duplicate key audit and a numeric distribution report on transcript preparation records (transcribed_minutes, source_minutes) in a single low-cost call. It is ideal for pre-ingestion data quality checks on batches up to 200 rows. Prefer this over general-purpose analytics tools when you want a bundled, fixed-cost ($0.01 USDC) local analytical report with no external data lookups or predictions.
Side effects
- Exceeds 200-row limit — request rejected or truncated
- Invalid date format not matching YYYY-MM-DD pattern — validation error
- Missing required fields (row_id, document_group, date, transcribed_minutes, source_minutes) — schema error
- Empty rows array — minimum 1 item required
- Invalid field enum value — only transcribed_minutes or source_minutes accepted
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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