{"uid":"cap_0UD7q2qaqXMWHDDYqJHyi","slug":"mining-pool-shares-record-quality-audit-string-normalisation-missing-13b8c4e9","name":"Mining Pool Shares — Record Quality Audit + String Normalisation + Missing-Value Fill","description":"Mining pool shares — Record quality audit + String normalisation + Explicit missing-value fill: Record quality audit + String normalisation + Explicit missing-value fill for supplied mining pool shares records (accepted_shares, rejected_shares). 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-02-208?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","instrument_group","date","accepted_shares","rejected_shares"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"accepted_shares":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"rejected_shares":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"instrument_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","accepted_shares":10,"rejected_shares":1,"instrument_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","accepted_shares":20,"rejected_shares":2,"instrument_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","accepted_shares":15,"rejected_shares":3,"instrument_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","accepted_shares":30,"rejected_shares":4,"instrument_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["accepted_shares","rejected_shares"],"type":"string","default":"accepted_shares"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_uwFm81q3810XW2fDO0Gsr","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":"Audits, normalises, and fills missing values in mining pool share records (accepted_shares, rejected_shares) across up to 200 rows, producing 3 independent analytical reports.","exampleAgentPrompt":"Can you run a full record quality audit, string normalisation, and missing-value fill (using median imputation on accepted_shares) on these 50 rows of mining pool share data I have, with columns row_id, instrument_group, date, accepted_shares, and rejected_shares?","exampleUseCases":[{"title":"Pre-analysis data cleaning for mining pool","prompt":"I have 120 rows of daily mining pool share records with some missing accepted_shares values — can you audit the data quality, normalise the instrument_group strings, and fill in missing accepted_shares using the median across the dataset?"},{"title":"Rejected shares data validation pipeline","prompt":"Before I load this mining pool data into our dashboard, can you run a quality audit and string normalisation on these 80 rows, and fill any missing rejected_shares values with zero?"},{"title":"Multi-pool share record hygiene check","prompt":"I've got share records from three different mining pools combined into 150 rows — can you check them for quality issues, normalise the text fields, and impute any missing accepted_shares using the mean method?"}],"resultDescription":"Three independent reports per call: (1) a record quality audit flagging data issues across the supplied rows, (2) a string normalisation report standardising text fields like instrument_group, and (3) an explicit missing-value fill report showing imputed values for the specified field (accepted_shares or rejected_shares) using the chosen method (zero, mean, or median). No external lookups or predictions are made — all analysis is performed locally on the supplied data.","failureModes":["More than 200 rows submitted — request rejected with validation error","Missing required fields (row_id, instrument_group, date, accepted_shares, rejected_shares) — validation error","Date values not matching YYYY-MM-DD format — pattern validation failure","Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) — schema rejection","Invalid method enum value (not zero/mean/median) — schema validation error","Invalid field enum value (not accepted_shares/rejected_shares) — schema validation error","Empty rows array — minItems constraint violation"],"whenToPreferThis":"Choose this endpoint when you have raw mining pool share data (accepted_shares, rejected_shares) that needs systematic quality auditing, text normalisation, and missing-value imputation before downstream analysis or storage — especially when you need all three operations delivered as distinct reports in a single cheap call. Prefer it over general-purpose data cleaning tools when your data is specifically structured around mining pool share records with the expected schema fields.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T12:37:22.261Z","isFirstParty":false,"canonicalSlug":"mining-pool-shares-record-quality-audit-string-normalisation-missing-13b8c4e9"}