{"uid":"cap_4zcvPwnOAeY9tRXHnsHgJ","slug":"validator-uptime-record-quality-audit-string-normalisation-trailing-ae4e1666","name":"Validator Uptime Record Quality Audit + String Normalisation + Trailing Mean Series","description":"Validator uptime — Record quality audit + String normalisation + Trailing mean series: Record quality audit + String normalisation + Trailing mean series 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.","url":"https://market.datapackvibe.com/x402/assistant-ib26-finance-12-199?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"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"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_droSkLT7ItJUNjsy6cpki","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 three local analytical reports on validator uptime data: record quality audit, string normalisation, and trailing mean series — for up to 200 rows of online/observed minutes data.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and trailing mean series (window of 7) on my validator uptime dataset — here are 50 rows with columns row_id, instrument_group, date, online_minutes, and observed_minutes — and use online_minutes as the field for the trailing mean?","exampleUseCases":[{"title":"Staking node uptime data audit","prompt":"I have 120 rows of daily validator uptime records with online_minutes and observed_minutes. Can you audit them for data quality issues, normalise the string fields, and give me a trailing mean series over a window of 5 for online_minutes?"},{"title":"Spotting gaps in observed minutes logs","prompt":"Here are 80 rows of validator uptime logs — can you run a quality audit to flag any missing or malformed values in observed_minutes, normalise the instrument_group strings, and compute a trailing mean with a window of 3?"},{"title":"Comparing uptime trends across validator groups","prompt":"I want to analyse uptime across two instrument groups (group-alpha and group-beta) over 60 daily records. Please run the three reports — quality audit, string normalisation, and trailing mean (window 10) — using the online_minutes field."}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging missing, null, or out-of-range values; (2) a string normalisation report cleaning instrument_group and similar text fields; and (3) a trailing mean series for the selected numeric field (online_minutes or observed_minutes) over the specified window. All computed locally with no external lookups.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, date, online_minutes, observed_minutes) causes a schema rejection","Invalid date format (not YYYY-MM-DD) triggers a pattern mismatch error","Window size outside range 2–200 returns a validation error","Submitting an empty rows array returns a minItems violation"],"whenToPreferThis":"Choose this endpoint when you need offline, deterministic data quality checks and basic time-series analytics on validator uptime records without any live data lookups, predictions, or external integrations. It is ideal for pre-processing or auditing batches of up to 200 rows cheaply ($0.01 USDC for all three reports). Prefer alternatives if you need real-time validator status, live blockchain queries, or more than 200 rows processed at once.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T12:44:24.323Z","isFirstParty":false,"canonicalSlug":"validator-uptime-record-quality-audit-string-normalisation-trailing-ae4e1666"}