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Transformation Throughput Analytics: Exact Row Deduplication + Equal-Width Histogram
x402
Transformation Throughput Analytics: Exact Row Deduplication + 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 2026-10-23).
Deduplicates transformation throughput records and computes an equal-width histogram over processed_rows or duration_seconds for up to 200 rows in a single API call.
Price / call$0.01
Success—
StatusUnknown
How this service works
Transformation throughput — Exact row deduplication + Equal-width histogram: Exact row deduplication + 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 reports: (1) an exact row deduplication report identifying and removing fully duplicate records from the submitted dataset, and (2) an equal-width histogram over the selected numeric field (processed_rows or duration_seconds) partitioned into the specified number of bins, showing bin ranges and record counts. All computation is local with no external data lookups.
Example use cases
ETL Pipeline Deduplication Audit
“I have 120 rows of daily ETL job logs with row_id, dataset_group, date, processed_rows, and duration_seconds — can you deduplicate them exactly and show me how many were duplicates?”
Processed Rows Frequency Distribution
“Take these 80 transformation throughput records and build me a 5-bin equal-width histogram over processed_rows so I can see how the workload is distributed across runs.”
Processing Duration Histogram for Performance Review
“I've got 200 rows of pipeline run data with duration_seconds — can you deduplicate them and generate a 15-bin histogram over duration_seconds so I can spot outlier slow runs?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-13-048?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both exact duplicate removal and a histogram distribution summary for ETL or pipeline throughput data in a single cheap call ($0.01 USDC). It is purpose-built for transformation throughput metrics (processed_rows, duration_seconds) and handles up to 200 rows with two bundled analytical reports. Prefer alternatives if you need statistical outlier detection, predictive modeling, live data lookup, or datasets exceeding 200 rows.
Side effects
- Fewer than 1 or more than 200 rows submitted — request rejected
- Invalid date format (not YYYY-MM-DD) — schema validation error
- bins value outside 1–30 range — request rejected
- Null values in processed_rows or duration_seconds may affect histogram bin computation
- field enum value not matching 'processed_rows' or 'duration_seconds' — validation error
- Missing required fields (row_id, dataset_group, date) — schema validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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