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Transformation Throughput — Category Frequencies + Equal-Width Histogram
x402
Transformation Throughput — Category Frequencies + 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 2026-10-28).
Analyzes transformation throughput records by computing category frequencies for dataset_group and an equal-width histogram for either processed_rows or duration_seconds, returning two analytical reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transformation throughput — Category frequencies + Equal-width histogram: Category frequencies + Equal-width histogram for supplied transformation throughput records (processed_rows, duration_seconds). 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 analytical reports: (1) a category frequency table showing how many records belong to each dataset_group value, and (2) an equal-width histogram showing the distribution of the selected numeric field (processed_rows or duration_seconds) divided into the specified number of bins. All analysis is performed locally on the supplied data with no external lookups.
Example use cases
ETL pipeline performance distribution
“I've got 120 transformation job records with processed_rows and duration_seconds. Can you give me the category frequencies by dataset_group and a 10-bin histogram of processed_rows so I can see how my ETL pipeline is performing?”
Duration outlier detection via histogram
“Run a category frequency count and equal-width histogram on my 80 transformation throughput records using duration_seconds as the field, with 5 bins — I want to spot if any jobs are taking unusually long.”
Daily dataset group breakdown for reporting
“I have 200 rows of daily transformation logs tagged with dataset_group, processed_rows, and duration_seconds. Give me the group frequency counts and a histogram of processed_rows across 8 equal-width bins for my weekly report.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-13-106?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a categorical frequency breakdown and a numeric histogram for transformation throughput data in a single call. It is ideal for ETL monitoring, pipeline performance analysis, and data engineering reporting where you have up to 200 records with dataset_group labels and numeric throughput fields. Prefer this over general-purpose analytics tools when you want a lightweight, low-cost ($0.01 USDC) dual-report for processed_rows or duration_seconds without setting up local analysis infrastructure.
Side effects
- More than 200 rows submitted — request rejected due to row limit
- Invalid field value (not 'processed_rows' or 'duration_seconds') — validation error
- bins value outside 1–30 range — validation error
- Missing required row fields (row_id, dataset_group, date, processed_rows, duration_seconds) — schema validation failure
- Null numeric values in the selected field may be excluded or cause partial histogram results
- Invalid date format (not YYYY-MM-DD) — validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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