{"uid":"cap_FLzXNzjluwWlBvKJ6lZIK","slug":"validator-uptime-record-quality-audit-string-normalisation-duplicate-b72b4d71","name":"Validator Uptime Record Quality Audit, String Normalisation & Duplicate Key Report","description":"Validator uptime — Record quality audit + String normalisation + Duplicate key report: Record quality audit + String normalisation + Duplicate key report 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-12-192?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}}},"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_drHYxraYrq-wAX2v2NCaU","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 supplied validator uptime records: a record quality audit, string normalisation, and duplicate key detection — up to 200 rows per call.","exampleAgentPrompt":"Can you audit these validator uptime records for quality issues, normalise the instrument group strings, and flag any duplicate row keys? I have up to 50 rows with fields like row_id, instrument_group, date, online_minutes, and observed_minutes.","exampleUseCases":[{"title":"Pre-load data quality check","prompt":"Before I import these 120 validator uptime rows into our database, can you run a quality audit on the records, normalise the instrument_group strings, and tell me if there are any duplicate row IDs? Here are the rows with date, row_id, instrument_group, online_minutes, and observed_minutes."},{"title":"Duplicate key detection in uptime dataset","prompt":"I've got a batch of 80 validator uptime records and I suspect there are duplicate row keys across different instrument groups and dates — can you run a duplicate key report on them?"},{"title":"String normalisation for group labels","prompt":"Our validator uptime export has inconsistent instrument_group names across 150 rows — some are capitalised differently or have extra spaces. Can you normalise those strings and give me a report of what changed?"}],"resultDescription":"Three independent reports returned for the submitted validator uptime rows: (1) a record quality audit highlighting data issues; (2) a string normalisation report showing normalised values for text fields like instrument_group; (3) a duplicate key report identifying rows with conflicting or repeated key combinations. No external lookups or predictions are made — all analysis is local.","failureModes":["Rows array empty or missing — minimum 1 row required","More than 200 rows submitted — exceeds maximum batch size","Row missing required fields (row_id, instrument_group, date, online_minutes, or observed_minutes)","Date field does not match YYYY-MM-DD pattern","online_minutes or observed_minutes outside allowed numeric range","row_id exceeds 80 character maxLength","Payment of 0.01 USDC not attached or rejected"],"whenToPreferThis":"Use this endpoint when you need a combined data quality audit, string normalisation, and duplicate key check on validator uptime data (online_minutes / observed_minutes) in a single low-cost call. It is ideal for pre-processing or validation pipelines before ingesting validator uptime records into a database or reporting system. Prefer this over generic data quality tools when your data specifically concerns validator uptime with instrument group segmentation and you want three bundled analytical reports at once.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T12:51:39.136Z","isFirstParty":false,"canonicalSlug":"validator-uptime-record-quality-audit-string-normalisation-duplicate-b72b4d71"}