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Validator Uptime — String Normalisation + Numeric Distribution
x402
Validator Uptime — String Normalisation + Numeric Distribution 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).
Normalises string fields and computes numeric distribution statistics for validator uptime records (online_minutes, observed_minutes) across up to 200 rows, returning two independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Validator uptime — String normalisation + Numeric distribution: String normalisation + Numeric distribution 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
Two independent analytical reports: (1) a string normalisation report covering the instrument_group and date fields, identifying formatting inconsistencies or anomalies; and (2) a numeric distribution report for the selected field (online_minutes or observed_minutes), including descriptive statistics such as min, max, mean, median, and distributional shape across up to 200 input rows.
Example use cases
Validator uptime quality audit
“I've got a batch of 50 validator uptime records with online_minutes and observed_minutes per day per group — can you run string normalisation and numeric distribution reports on the online_minutes field so I can spot any formatting issues and understand the spread?”
Staking node performance distribution
“Can you analyse the distribution of observed_minutes across my 120 validator rows from November 2025? I need both the string normalisation report and the numeric distribution stats to share with our infrastructure team.”
Blockchain validator data cleaning
“I have validator uptime data for group-alpha and group-beta across the past week — 7 rows each — and I need string normalisation plus a numeric distribution breakdown for online_minutes. Please produce both reports.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-finance-12-022?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have pre-collected validator uptime tabular data (up to 200 rows) and need both string normalisation and numeric distribution analysis in a single low-cost call ($0.01 USDC). It is ideal for offline/batch analytical use cases where no live lookup, prediction, or external data enrichment is needed — just local statistical computation on supplied records. Prefer it over general-purpose analytics APIs when working specifically with validator uptime metrics (online_minutes, observed_minutes) and needing two bundled reports at minimal cost.
Side effects
- Fewer than 1 row supplied — rejected by minItems constraint
- More than 200 rows supplied — rejected by maxItems constraint
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- online_minutes or observed_minutes outside allowed numeric range — validation error
- Missing required fields (row_id, date, instrument_group) — request rejected
- Invalid field enum value — must be 'online_minutes' or 'observed_minutes'
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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