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Onboarding Progress Data Quality & Analytics Suite
x402
Onboarding Progress Data Quality & Analytics Suite 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).
Audits record quality, deduplicates exact rows, and produces grouped numeric summaries for onboarding progress data (completed_steps, required_steps) in a single call.
Price / call$0.01
Success—
StatusUnknown
How this service works
Onboarding progress — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary for supplied onboarding progress records (completed_steps, required_steps). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.
Output
Three independent analytical reports: (1) a record quality audit flagging nulls, out-of-range values, and formatting issues; (2) an exact row deduplication report identifying and removing fully duplicate records; and (3) a grouped numeric summary aggregating the selected numeric field (completed_steps or required_steps) by team_group and/or date.
Example use cases
HR team onboarding data cleanup
“I have a spreadsheet of onboarding progress records with completed_steps and required_steps for each employee grouped by department — can you audit it for quality issues, remove exact duplicates, and give me a summary grouped by team? There are about 80 rows total.”
Product team step completion audit
“We're tracking feature onboarding steps across user groups and I want to check the required_steps data for quality problems, find any duplicate rows, and get a grouped numeric breakdown by team_group — here are 120 rows, please analyze the required_steps field.”
Weekly onboarding pipeline QA check
“Every Monday I need to validate our onboarding progress data before it goes into reporting — can you run a record quality audit, exact deduplication, and grouped numeric summary on these 35 rows of completed_steps and required_steps data segmented by group?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-08-211?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need three bundled analytical operations on onboarding progress data in a single low-cost call: quality audit, exact deduplication, and grouped summary. It is ideal for preprocessing or QA pipelines on step-completion datasets up to 200 rows. Prefer this over general analytics tools when your data specifically has completed_steps and required_steps fields grouped by team, and you want all three reports without separate API calls.
Side effects
- Input exceeds 200 rows — request rejected with row count error
- Missing required fields (row_id, team_group, date, completed_steps, required_steps) — validation error returned
- Invalid date format not matching YYYY-MM-DD pattern — schema validation failure
- Numeric values outside allowed range (±1,000,000,000,000) — rejected
- Empty rows array (minItems: 1 not met) — request rejected
- Invalid field enum value (must be 'completed_steps' or 'required_steps') — schema error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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