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Label Review Analytics — Numeric Distribution & Secondary-Measure Weighted Mean
x402
Label Review Analytics — Numeric Distribution & 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 2026-10-24).
Computes numeric distribution statistics and a secondary-measure weighted mean for label review records (reviewed_records, changed_labels) across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Label review — Numeric distribution + Secondary-measure weighted mean: Numeric distribution + Secondary-measure weighted mean for supplied label review records (reviewed_records, changed_labels). 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 for the supplied label review rows: (1) a numeric distribution breakdown of the selected field (reviewed_records or changed_labels), and (2) a secondary-measure weighted mean calculation. Both reports are computed locally from the supplied data with no external lookups.
Example use cases
Annotation QA batch audit
“I have a week of label review records across two dataset groups — can you run the numeric distribution and weighted mean reports on them? Here are 5 rows with reviewed_records and changed_labels per day, field is changed_labels.”
Label change rate analysis by group
“Analyze the distribution of reviewed_records and the weighted mean of changed_labels for my annotation team's output from last sprint — I'll give you up to 50 rows with date, dataset_group, reviewed_records, and changed_labels. Use reviewed_records as the field.”
Model retraining data quality check
“Before we retrain, I want to understand the spread and weighted average of our label corrections — can you run both the numeric distribution and secondary-measure weighted mean reports on these 120 label review rows I'm sending, using changed_labels as the primary field?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-12-082?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need two specific statistical computations — numeric distribution and secondary-measure weighted mean — on label review data (reviewed_records and changed_labels) for up to 200 rows, and want both reports in a single low-cost call ($0.01 USDC). Prefer it over general-purpose analytics when your data fits the label review schema and you need these exact report types without live lookups or external enrichment.
Side effects
- More than 200 rows submitted — request rejected due to maxItems constraint
- Missing required fields (row_id, date, reviewed_records, or changed_labels) cause validation errors
- Invalid date format (not YYYY-MM-DD) causes schema rejection
- Null values in numeric fields may affect weighted mean calculation
- Invalid enum value for 'field' parameter causes rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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