{"uid":"cap_Anzy24eTH7wS1aW8ZdVaX","slug":"validator-uptime-record-quality-audit-equal-width-histogram-41f1daca","name":"Validator Uptime Record Quality Audit + Equal-Width Histogram","description":"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.","url":"https://market.datapackvibe.com/x402/assistant-ib26-finance-12-013?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"rows":{"type":"array","items":{"type":"object","required":["row_id","instrument_group","date","online_minutes","observed_minutes"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"online_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"instrument_group":{"type":"string","default":"","maxLength":80},"observed_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","online_minutes":10,"instrument_group":"group-a","observed_minutes":1},{"date":"2026-10-02","row_id":"row-2","online_minutes":20,"instrument_group":"group-b","observed_minutes":2},{"date":"2026-10-03","row_id":"row-3","online_minutes":15,"instrument_group":"group-a","observed_minutes":3},{"date":"2026-10-04","row_id":"row-4","online_minutes":30,"instrument_group":"group-b","observed_minutes":4}],"maxItems":200,"minItems":1},"field":{"enum":["online_minutes","observed_minutes"],"type":"string","default":"online_minutes"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_ps5-vBmAOsBmRQB6v7e7W","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Runs a record quality audit and equal-width histogram analysis on supplied validator uptime data (online_minutes, observed_minutes) for up to 200 rows.","exampleAgentPrompt":"Can you run a record quality audit and equal-width histogram on my validator uptime data? I have 4 rows with online_minutes and observed_minutes per day across groups, and I want 5 bins on the online_minutes field.","exampleUseCases":[{"title":"Validator uptime data quality check","prompt":"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?"},{"title":"Histogram distribution for staking node analysis","prompt":"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."},{"title":"Uptime log integrity audit before reporting","prompt":"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?"}],"resultDescription":"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.","failureModes":["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"],"whenToPreferThis":"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.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T12:48:26.272Z","isFirstParty":false,"canonicalSlug":"validator-uptime-record-quality-audit-equal-width-histogram-41f1daca"}