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Shift Coverage Deduplication & Base-100 Series Analyzer
x402
Shift Coverage Deduplication & Base-100 Series Analyzer is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-23).
Deduplicates shift coverage records and computes a base-100 indexed time series for covered_hours or required_hours across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Shift coverage — Exact row deduplication + Base-100 series: Exact row deduplication + Base-100 series for supplied shift coverage records (covered_hours, required_hours). 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 reports for the submitted shift coverage rows: (1) an exact row deduplication report identifying and removing identical records, and (2) a base-100 indexed time series for the selected field (covered_hours or required_hours) anchored at the specified base_index row, enabling normalized trend analysis across up to 200 rows.
Example use cases
Weekly staffing coverage audit
“I've got 150 shift records for my nursing teams across the last month — can you deduplicate any exact duplicate rows and give me a base-100 index series on covered_hours anchored to the first row so I can see coverage trends over time?”
Cross-team required hours benchmarking
“Here are 80 shift records across four team groups for Q3 — please remove any duplicates and then compute a base-100 series on required_hours starting from row 0 so I can benchmark each team's workload relative to that baseline.”
Shift data quality cleanup before reporting
“Before I send this shift coverage report to management, can you run exact deduplication on these 60 rows and also generate a base-100 index on covered_hours from row index 0? I want to make sure there's no redundant data and I can show normalized coverage trends.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-15-047?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to both clean duplicate shift records and produce a normalized base-100 time series from your own supplied data in a single $0.01 call, with no external data lookups or predictions. It is ideal for operations analysts who want two distinct analytical outputs — deduplication and indexing — from up to 200 shift coverage rows without involving external staffing systems or live scheduling APIs.
Side effects
- More than 200 rows submitted — exceeds maximum row limit
- Missing required fields (row_id, team_group, date, covered_hours, required_hours) on any row
- Invalid date format — must match YYYY-MM-DD pattern
- base_index out of range (must be 0–199 and within submitted row count)
- Field value not in enum ['covered_hours', 'required_hours']
- Null values in covered_hours or required_hours may affect index computation
- Payment failure via x402 protocol blocks execution
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| base_index | integer |
Tags
x402
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