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Onboarding Progress — Duplicate Key Report + Secondary-Measure Weighted Mean
x402
Onboarding Progress — Duplicate Key Report + 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).
Analyzes supplied onboarding progress records (completed_steps, required_steps) to produce a duplicate key report and a secondary-measure weighted mean, using local analytical engines with no external lookups.
Price / call$0.01
Success—
StatusUnknown
How this service works
Onboarding progress — Duplicate key report + Secondary-measure weighted mean: Duplicate key report + 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 independent analytical reports: (1) a duplicate key report identifying any repeated row_id values within the submitted onboarding progress records, and (2) a secondary-measure weighted mean computed over the selected field (completed_steps or required_steps) weighted against the other measure, covering up to 200 input rows.
Example use cases
Auditing onboarding data for duplicate entries
“I have 120 rows of onboarding progress records with row_id, team_group, date, completed_steps, and required_steps. Can you check them for any duplicate row keys and also calculate a weighted mean of completed_steps weighted by required_steps?”
Weighted completion metric for team groups
“We track onboarding steps per team and I need a secondary-measure weighted mean of required_steps across my 80 onboarding records, plus a duplicate key report so I can clean up any repeated row IDs before importing.”
Pre-import data quality check for onboarding pipeline
“Before I push these 150 onboarding progress records into our system, can you run a duplicate key report and a weighted mean on completed_steps so I can spot data issues and get a summary stat at the same time?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-08-067?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a duplicate key detection report and a weighted mean statistic for onboarding progress data (completed_steps / required_steps) in a single low-cost call. Ideal for data quality audits prior to pipeline ingestion, or for quick analytical summaries of team onboarding records without requiring an external analytics platform. Best suited for batch sizes up to 200 rows where both reports are needed together.
Side effects
- Input array is empty or missing — validation error
- More than 200 rows submitted — request rejected with row limit error
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- row_id field is missing or empty — required field error
- completed_steps or required_steps values out of allowed numeric range — validation error
- field enum value not recognized — schema validation failure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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