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Structured Data Observations — Numeric Distribution & Secondary-Measure Weighted Mean
x402
Structured Data Observations — 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 2026-10-26).
Computes numeric distribution statistics and secondary-measure weighted mean for up to 200 rows of structured observations with valid_items and total_items fields, returning two analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Structured data observations — Numeric distribution + Secondary-measure weighted mean: Numeric distribution + Secondary-measure weighted mean for supplied structured data observations records (valid_items, total_items). 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 numeric distribution breakdown of the selected field (valid_items or total_items) across supplied rows, and (2) a secondary-measure weighted mean where one measure weights the other — all computed locally with no external lookups, covering up to 200 input rows.
Example use cases
Quality rate analysis across site groups
“I have 120 rows of site observation data with valid_items and total_items per day and site_group. Can you compute the numeric distribution and weighted mean for valid_items so I can see how quality is spread across groups?”
Inventory coverage statistical summary
“Here are 80 inventory observation records with date, site_group, valid_items, and total_items. Run the two-report analysis on total_items — I want the numeric distribution and the secondary-measure weighted mean.”
Daily data completeness reporting
“I'm tracking data completeness daily across multiple site groups. Can you take my 200 rows with valid_items and total_items and produce a numeric distribution plus weighted mean report for valid_items?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-web-08-082?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 rows of structured observation records with a valid_items/total_items schema and need both a numeric distribution and a weighted mean in a single low-cost call ($0.01 USDC for two reports). Prefer it over generic analytics tools when your data already conforms to the row_id/site_group/date/valid_items/total_items schema and you want deterministic, locally computed statistics without live data lookup or prediction.
Side effects
- More than 200 rows submitted — request exceeds maxItems limit
- Missing required fields (row_id, date, valid_items, total_items) cause validation errors
- Invalid date format (must match YYYY-MM-DD pattern)
- Null values in both numeric fields may degrade weighted mean computation
- Field selector not in enum ['valid_items','total_items'] causes rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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