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Transcript Preparation — Duplicate Key Report + Equal-Width Histogram
x402
Transcript Preparation — Duplicate Key Report + 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 2026-10-25).
Analyzes transcript preparation records to detect duplicate row_id keys and produce an equal-width histogram over transcribed_minutes or source_minutes, returning two independent analytical reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transcript preparation — Duplicate key report + Equal-width histogram: Duplicate key report + 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 reports: (1) a duplicate key report listing any row_ids that appear more than once across the submitted rows, and (2) an equal-width histogram over the selected numeric field (transcribed_minutes or source_minutes) divided into the specified number of bins, showing bin ranges and counts. Both reports are computed locally from the supplied data with no external lookups.
Example use cases
Audit transcription batch for duplicate IDs
“I have 150 transcript preparation records from last month's batch and I need to know if any row_ids are duplicated — can you run a duplicate key report on them and also show me a 5-bin histogram of the transcribed_minutes values?”
Distribute source audio minutes into frequency bins
“Can you take these 80 transcript records and generate an equal-width histogram with 8 bins on the source_minutes field so I can see how the audio lengths are distributed across groups?”
Quality check before transcript pipeline ingestion
“Before I load these 200 transcript rows into the pipeline, can you run a duplicate key check on the row_id column and give me a histogram of transcribed_minutes with 10 bins to spot any anomalies?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-12-064?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a duplicate key audit and a numeric distribution histogram for transcript preparation data (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 where no external lookups or live data are required. Prefer it over general-purpose analytics tools when cost, speed, and schema-specific transcript fields matter.
Side effects
- Submitting more than 200 rows returns a validation error
- Missing required fields (row_id, date, transcribed_minutes, source_minutes) causes row-level rejection
- Invalid date format (not YYYY-MM-DD) fails schema validation
- Bins parameter outside 1–30 range is rejected
- Selecting a field not in the enum ('transcribed_minutes','source_minutes') causes an error
- Empty rows array returns an error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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