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Transcript Preparation — Category Frequencies + Keyed Dataset Comparison
x402
Transcript Preparation — Category Frequencies + Keyed Dataset Comparison is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-27).
Runs two local analytical reports on transcript preparation records: category frequency distribution and keyed dataset comparison between two supplied row arrays (up to 200 rows each).
Price / call$0.01
Success—
StatusUnknown
How this service works
Transcript preparation — Category frequencies + Keyed dataset comparison: Category frequencies + Keyed dataset comparison 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 category frequency table showing how often each document_group appears in the supplied rows, and (2) a keyed dataset comparison report that matches rows from the primary and secondary arrays by row_id and highlights differences in transcribed_minutes and source_minutes between the two sets.
Example use cases
Auditing transcription accuracy across document groups
“I have 80 transcript records with transcribed_minutes and source_minutes for two document groups — 'legal-hearings' and 'board-meetings' — along with a second reference dataset. Can you give me the category frequency breakdown and a keyed comparison between the two datasets so I can see where transcription time differs?”
Comparing weekly transcript batches for QA
“Here are this week's transcript preparation records and last week's as the comparison set — each around 120 rows with dates, document groups, and both transcribed and source minutes. Run the category frequencies and keyed dataset comparison reports so I can spot any differences.”
Summarizing document group distribution in transcription pipeline
“I need to know how frequently each document group shows up in my transcript records and how my primary batch compares row-by-row to the reference batch — I have about 40 rows in each set with transcribed_minutes and source_minutes filled in.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-12-111?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to simultaneously obtain category frequency distributions and a keyed row-level comparison for transcript preparation data (transcribed_minutes vs source_minutes) in a single low-cost call. It is best suited for offline or batch analytical workflows where no live data lookup or external prediction is needed, and where the dataset fits within 200 rows. It is a cost-effective option ($0.01 USDC) for QA, auditing, or pipeline monitoring tasks on transcription records.
Side effects
- Exceeding 200 rows in either array returns a validation error
- Missing required fields (row_id, document_group, date, transcribed_minutes, source_minutes) causes row rejection
- Invalid date format (not YYYY-MM-DD) fails pattern validation
- Null numeric values may be excluded from numeric comparisons
- Empty rows array returns an error due to minItems:1 constraint
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| other | array |
Tags
x402
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