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Onboarding Progress Analyzer — Category Frequencies & Numeric Row Ordering
x402
Onboarding Progress Analyzer — Category Frequencies & Numeric Row Ordering 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 category frequency counts for team_group and numeric row ordering for completed_steps or required_steps fields in onboarding progress records (up to 200 rows, 2 reports per call).
Price / call$0.01
Success—
StatusUnknown
How this service works
Onboarding progress — Category frequencies + Numeric row ordering: Category frequencies + Numeric row ordering 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
Returns two analytical reports: (1) a category frequency table showing how many times each team_group value appears in the submitted rows, and (2) a numeric ordering of rows ranked by the selected field (completed_steps or required_steps). No external data is fetched; analysis is performed entirely on the supplied input rows.
Example use cases
Team onboarding completion distribution
“I have onboarding progress data for 150 employees across 5 teams. Can you count how often each team group appears and rank the rows by completed_steps so I can see who's furthest along?”
Required steps ranking for sprint planning
“We have onboarding records for this quarter — give me the frequency breakdown of each team_group and order all rows numerically by required_steps so I can prioritize which groups need the most work.”
Daily onboarding audit by group
“Here's our daily onboarding snapshot with dates from 2026-10-01 to 2026-10-04 for group-a and group-b. Can you tell me how frequently each group appears and rank the entries by completed_steps?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-08-100?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have onboarding progress records and need both a category frequency distribution of team groups AND a numeric row ordering of step counts in a single call. It is ideal for lightweight, local analytical computation on up to 200 rows without requiring an external database, ML model, or live data source. Best suited for HR analytics dashboards, onboarding audits, and sprint planning workflows where the data is already available client-side.
Side effects
- Fewer than 1 row submitted — minimum 1 row required
- More than 200 rows submitted — payload will be rejected
- Missing required fields (row_id, team_group, date, completed_steps, required_steps) on any row
- Date field not in YYYY-MM-DD format — pattern validation failure
- Numeric field values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000)
- Invalid field enum value — only 'completed_steps' or 'required_steps' accepted
- row_id exceeds 80 characters — validation error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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