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Transcript Preparation Analytics — Category Frequencies + Secondary-Measure Weighted Mean
x402
Transcript Preparation Analytics — Category Frequencies + Secondary-Measure Weighted Mean 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).
Computes category frequencies and a secondary-measure weighted mean for up to 200 transcript preparation records (transcribed_minutes, source_minutes) in two independent local analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transcript preparation — Category frequencies + Secondary-measure weighted mean: Category frequencies + Secondary-measure weighted mean 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) category frequencies — counts of records per document_group, and (2) a secondary-measure weighted mean — the weighted average of one measure (transcribed_minutes or source_minutes) weighted by the other, computed locally without any external lookup or prediction.
Example use cases
Transcription throughput breakdown by project
“I have 120 rows of transcript prep records with transcribed_minutes and source_minutes for two document groups, 'podcast' and 'interview'. Can you give me category frequencies for each group and the weighted mean of source_minutes across all of them?”
Media studio session summary
“Analyze these transcript preparation records for our editing team — I need to know how many records fall into each document_group category and the weighted average of transcribed_minutes weighted by source_minutes, for up to 80 rows.”
Quality audit of transcription batches
“We have a batch of 150 transcript prep entries dated between 2025-01-01 and 2025-03-31 split across groups 'batch-A' and 'batch-B'. Give me a frequency count per group and the secondary-measure weighted mean for source_minutes to spot any imbalances.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-12-109?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 transcript preparation records and need two standard analytical outputs — category frequency distribution and a weighted mean across the two minute measures — cheaply ($0.01 USDC) and without relying on external APIs, live lookups, or ML predictions. It is ideal for lightweight, deterministic statistical summarization of transcription workflow data.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, date, document_group) cause schema rejection
- Null values in both transcribed_minutes and source_minutes may cause weighted mean to be undefined
- Invalid date format (not YYYY-MM-DD) triggers a pattern validation failure
- Empty rows array is rejected (minItems: 1)
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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