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Onboarding Progress Analytics — Numeric Row Ordering & Secondary-Measure Weighted Mean
x402
Onboarding Progress Analytics — Numeric Row Ordering & 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 2026-11-02).
Computes numeric row ordering and secondary-measure weighted mean for onboarding progress records (completed_steps, required_steps) across up to 200 rows, delivering two analytical reports per call.
Price / call$0.01
Success—
StatusUnknown
How this service works
Onboarding progress — Numeric row ordering + Secondary-measure weighted mean: Numeric row ordering + Secondary-measure weighted mean for supplied onboarding progress records (completed_steps, required_steps). 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
Two analytical reports per call: (1) a numeric row ordering of the supplied onboarding records and (2) a secondary-measure weighted mean computed over the chosen field (completed_steps or required_steps), all derived locally from the submitted data with no external lookups.
Example use cases
Team onboarding completion ranking
“I have onboarding data for two teams across the last week — can you rank each row by completed_steps and give me the weighted mean using completed_steps as the target field? Here are the records: row-1 team-alpha 2026-11-01 completed=5 required=10, row-2 team-beta 2026-11-02 completed=8 required=10, row-3 team-alpha 2026-11-03 completed=10 required=10.”
Required steps weighted average by group
“Analyze these onboarding records and compute the numeric row ordering plus a weighted mean on required_steps for me — I have rows for group-a and group-b across October with varying completed and required step counts, about 20 rows total.”
Onboarding progress audit across cohorts
“I want two reports on this onboarding dataset: numeric ordering of all 50 rows and a weighted mean of completed_steps weighted by required_steps. The data covers new-hire cohorts from January through March across three team groups.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-08-121?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a numeric ordering and a weighted mean report on onboarding progress data (completed_steps, required_steps) in a single low-cost call. It is ideal for batch analytical processing of up to 200 onboarding records without requiring external data sources, live lookups, or prediction services. Prefer this over generic analytics tools when you specifically need these two combined analytical outputs — row ranking and weighted mean — for HR onboarding metrics.
Side effects
- Row count exceeds 200-item limit — request rejected
- Missing required fields (row_id, date, completed_steps, required_steps) — validation error
- Invalid date format (must be YYYY-MM-DD) — schema validation failure
- Null values in numeric fields may affect weighted mean computation
- Invalid field enum value (must be completed_steps or required_steps) — rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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