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Onboarding Progress — String Normalisation + Category Frequencies
x402
Onboarding Progress — String Normalisation + Category Frequencies 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).
Analyzes onboarding progress records (completed_steps, required_steps) to produce string normalization and category frequency reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Onboarding progress — String normalisation + Category frequencies: String normalisation + Category frequencies 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 for the submitted onboarding progress rows: (1) a string normalization report that standardizes text fields such as team_group, and (2) a category frequency report showing distribution counts across categorical values — all derived locally from the supplied data without any external lookup or prediction.
Example use cases
Team onboarding completion frequency audit
“I have 150 onboarding records for Q4 with team groups like 'engineering' and 'sales', each showing completed_steps and required_steps — can you normalize the strings and show me the category frequency breakdown by team group?”
Multi-group onboarding data cleanup
“We collected onboarding progress data across group-a and group-b over October, with completed and required step counts. Can you run string normalization and generate category frequencies so I can see which groups have the most variation?”
Onboarding analytics for HR dashboard
“Here are 80 onboarding rows from our HR system with row IDs, dates, team groups, and step counts — please produce the string normalisation report and category frequencies report so I can load them into our dashboard.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-08-024?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have onboarding progress records with step counts and team group labels and need lightweight, local string normalization plus category frequency analysis without any external data enrichment, prediction, or live lookup — especially when batch-processing up to 200 rows at low cost ($0.01 USDC for both reports).
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Missing required fields (row_id, team_group, date, completed_steps, required_steps) cause row-level errors
- Invalid date format (non-YYYY-MM-DD) causes parsing failures
- Null or out-of-range numeric values for completed_steps or required_steps may be excluded from computation
- Payment not included or insufficient USDC amount causes 402 rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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