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Validator Uptime — Record Quality Audit + Exact Row Deduplication + Grouped Numeric Summary
x402
Validator Uptime — Record Quality Audit + Exact Row Deduplication + Grouped Numeric Summary is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-26).
Runs three local analytical reports on supplied validator uptime records: a data quality audit, exact duplicate row detection, and a grouped numeric summary by instrument group.
Price / call$0.01
Success—
StatusUnknown
How this service works
Validator uptime — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary for supplied validator uptime records (online_minutes, observed_minutes). 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
Returns three independent analytical reports: (1) a record quality audit flagging missing values, out-of-range entries, and other data issues; (2) an exact row deduplication report identifying and removing identical rows; and (3) a grouped numeric summary of the selected field (online_minutes or observed_minutes) aggregated by instrument_group. All analysis is performed locally on the supplied data with no external lookups.
Example use cases
Validator fleet uptime data audit
“I have 150 rows of daily validator uptime data with online_minutes and observed_minutes per group. Can you run a quality audit, find any exact duplicate rows, and give me a grouped numeric summary of online_minutes by instrument_group?”
Deduplication check before uptime reporting
“Before I submit my monthly validator uptime report, can you scan these records for exact duplicate entries and flag any data quality issues? I have about 80 rows with date, row_id, instrument_group, online_minutes, and observed_minutes.”
Grouped summary of observed minutes by validator group
“Can you analyze my validator uptime dataset — around 60 rows — and produce a grouped numeric summary of observed_minutes broken down by instrument_group, along with a quality audit of the records?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-finance-12-211?utm_source=zero.xyzWhen to prefer
Use this endpoint when you have up to 200 rows of validator uptime records and need three simultaneous analytical reports — quality auditing, deduplication, and grouped numeric summarization — in a single low-cost call ($0.01 USDC). Ideal for pre-reporting data hygiene checks on blockchain validator performance data where no live lookup or prediction is required.
Side effects
- Exceeding 200 rows returns an error or truncated results
- Missing required fields (row_id, instrument_group, date, online_minutes, observed_minutes) cause validation failure
- Invalid date format (not YYYY-MM-DD) may cause row rejection
- Null or out-of-range numeric values may be flagged in the quality audit rather than computed
- Empty rows array returns an error
- Payment not completed causes request rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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