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Validator Uptime Record Quality Audit + Equal-Width Histogram
x402
Validator Uptime Record Quality Audit + Equal-Width Histogram is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-24).
Runs a record quality audit and equal-width histogram analysis on supplied validator uptime data (online_minutes, observed_minutes) for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Validator uptime — Record quality audit + Equal-width histogram: Record quality audit + Equal-width histogram for supplied validator uptime records (online_minutes, observed_minutes). 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) a record quality audit identifying issues such as nulls, out-of-range values, or missing required fields across the submitted uptime rows; and (2) an equal-width histogram partitioning the selected field (online_minutes or observed_minutes) into the specified number of bins with frequency counts per bin.
Example use cases
Validator uptime data quality check
“I have a batch of 150 validator uptime records with online_minutes and observed_minutes by date and group — can you audit them for quality issues like nulls or out-of-range values, and also give me a 10-bin histogram of online_minutes?”
Histogram distribution for staking node analysis
“Can you generate an equal-width histogram with 8 bins for the observed_minutes field across my validator uptime records? I want to see how observation time is distributed across my staking nodes.”
Uptime log integrity audit before reporting
“Before I submit my monthly validator performance report, can you run a quality audit on these 80 uptime records to flag any data problems, and give me a 5-bin histogram of online_minutes so I can spot anomalies?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-finance-12-013?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a data quality audit and a histogram distribution analysis on validator uptime records in a single call. It is ideal for pre-reporting data validation, identifying null/corrupt uptime values, and understanding distribution patterns in online or observed minutes — all without requiring external data or live lookups. Best when working with batch uptime datasets of up to 200 rows and needing two complementary analytical reports at low cost.
Side effects
- Rows array empty or exceeds 200 items — validation error returned
- Invalid date format (not YYYY-MM-DD) in any row — schema rejection
- online_minutes or observed_minutes outside allowed numeric range — rejection
- bins value outside 1–30 range — error response
- Missing required row fields (row_id, date, instrument_group) — schema error
- Payment not included or insufficient — x402 payment required response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array | |
| field | string |
Tags
x402
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