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Label Review — Numeric Distribution + Grouped Numeric Summary
x402
Label Review — Numeric Distribution + Grouped Numeric Summary 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 a numeric distribution report and a grouped numeric summary for label review data (reviewed_records or changed_labels) across up to 200 rows, using local analytical engines with no external lookups.
Price / call$0.01
Success—
StatusUnknown
How this service works
Label review — Numeric distribution + Grouped numeric summary: Numeric distribution + Grouped numeric summary 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 independent analytical reports: (1) a numeric distribution of the selected field (reviewed_records or changed_labels) showing spread, frequency, and statistical shape; and (2) a grouped numeric summary aggregating that field by dataset_group, both computed locally against the supplied rows (up to 200).
Example use cases
QA team audit of review throughput
“I have a week's worth of label review records across two dataset groups — can you give me both a numeric distribution and a grouped summary of how many records were reviewed each day so I can spot any gaps in throughput?”
Changed-labels anomaly check
“Run a numeric distribution and grouped numeric summary on my changed_labels data for the past 200 label review rows — I want to see if any dataset group is producing unusually high label changes compared to the others.”
MLOps pipeline review reporting
“Generate two reports for me on this label review dataset: a distribution of the reviewed_records field and a grouped breakdown by dataset_group — I need this to present to the team tracking our annotation pipeline quality.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-12-071?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have label review tabular data (up to 200 rows) and need two complementary analytics reports — a numeric distribution and a grouped summary — in a single low-cost call ($0.01 USDC). Ideal for MLOps teams auditing annotation pipelines, data quality workflows, or anyone needing quick statistical summaries of reviewed_records or changed_labels without any external API lookups or predictions.
Side effects
- Fewer than 1 row supplied — minimum 1 row required
- More than 200 rows supplied — exceeds max item limit
- Invalid date format (must match YYYY-MM-DD pattern)
- Missing required fields (row_id, dataset_group, date, reviewed_records, changed_labels) on any row
- Numeric values outside allowed range (±1,000,000,000,000)
- Invalid field enum value — must be 'reviewed_records' or 'changed_labels'
- Payment failure — $0.01 USDC x402 payment required per call
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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