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Onboarding Progress — Exact Row Deduplication + Base-100 Series
x402
Onboarding Progress — Exact Row Deduplication + Base-100 Series is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-25).
Deduplicates onboarding progress rows and computes a Base-100 indexed series for completed_steps or required_steps across up to 200 supplied records.
Price / call$0.01
Success—
StatusUnknown
How this service works
Onboarding progress — Exact row deduplication + Base-100 series: Exact row deduplication + Base-100 series 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) an exact row deduplication report identifying and removing duplicate onboarding progress records, and (2) a Base-100 indexed time series for the selected field (completed_steps or required_steps), anchored at the specified base_index row. All computation is performed locally on the supplied data with no external lookups.
Example use cases
Deduplicating multi-team onboarding data
“I have 150 rows of onboarding progress data across several team groups with dates and completed/required steps — can you deduplicate them exactly and give me a Base-100 series for completed_steps starting at index 0?”
Tracking required steps baseline over time
“Run exact row deduplication and a Base-100 index series on my onboarding dataset (up to 80 rows, grouped by team) using required_steps as the field, starting the base index at row 5.”
Cleaning onboarding records before reporting
“Before I hand this onboarding progress report to leadership, can you deduplicate the rows and produce a Base-100 normalized series for completed_steps so I can compare team groups fairly?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-08-047?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both exact deduplication and a Base-100 normalized index series on onboarding progress data in a single low-cost call. It is ideal when you have up to 200 rows of team onboarding records with completed and required steps and want two independent analytical outputs without any external data enrichment, live lookup, or prediction. It is not suitable for forecasting, real-time progress monitoring, or datasets larger than 200 rows.
Side effects
- Input array exceeds 200 rows — request will be rejected
- Missing required fields (row_id, team_group, date, completed_steps, required_steps) on any row — validation error
- Date values not matching YYYY-MM-DD pattern — schema validation failure
- base_index out of range (0–199) or exceeding actual row count — computation error
- All rows are duplicates leaving no data for series computation — empty series result
- Null values in completed_steps or required_steps may affect Base-100 computation if the base row itself is null
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| base_index | integer |
Tags
x402
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