{"uid":"cap_PcyrQP-PIDyBI8EYfNRzB","slug":"migration-batches-string-normalisation-secondary-measure-weighted-mean-9e67fa98","name":"Migration Batches — String Normalisation + Secondary-Measure Weighted Mean","description":"Migration batches — String normalisation + Secondary-measure weighted mean: String normalisation + Secondary-measure weighted mean for supplied migration batches records (records_migrated, failed_records). 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-software-18-034?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","component","date","records_migrated","failed_records"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"component":{"type":"string","default":"","maxLength":80},"failed_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"records_migrated":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","component":"group-a","failed_records":1,"records_migrated":10},{"date":"2026-10-02","row_id":"row-2","component":"group-b","failed_records":2,"records_migrated":20},{"date":"2026-10-03","row_id":"row-3","component":"group-a","failed_records":3,"records_migrated":15},{"date":"2026-10-04","row_id":"row-4","component":"group-b","failed_records":4,"records_migrated":30}],"maxItems":200,"minItems":1},"field":{"enum":["records_migrated","failed_records"],"type":"string","default":"records_migrated"}}},"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_W-23jmwWzbljm-n_4VKRH","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":"Normalises component/label strings and computes a weighted mean for a secondary numeric measure across supplied migration batch records (records_migrated, failed_records) for up to 200 rows, returning two analytical reports.","exampleAgentPrompt":"Can you run string normalisation on the component labels and compute a weighted mean for failed_records across these migration batch rows? I have 4 rows with components group-a and group-b from October 2026 with records_migrated and failed_records values.","exampleUseCases":[{"title":"Migration QA reporting for ETL pipeline","prompt":"I've got a set of 50 migration batch records from our ETL pipeline — component names are inconsistent and I need them normalised, plus a weighted mean of failed_records. Can you run both reports on them?"},{"title":"Post-migration failure rate analysis","prompt":"After our database migration last week I have about 120 rows of batch logs with records_migrated and failed_records per component and date. Can you normalise the component strings and give me a weighted mean of failed_records across the batches?"},{"title":"Comparing migration outcomes across components","prompt":"I want to clean up the component labels in my migration data and get a secondary-measure weighted average for records_migrated to compare how group-a and group-b performed — I have 30 rows dated between 2026-10-01 and 2026-10-31."}],"resultDescription":"Two reports: (1) a string-normalisation report standardising the component/label strings across the supplied rows, and (2) a secondary-measure weighted mean computed for the chosen field (records_migrated or failed_records) across up to 200 migration batch rows. No external lookups or predictions are made; all analysis is performed locally on the supplied data.","failureModes":["More than 200 rows supplied — request will be rejected or truncated","Missing required fields (row_id, date, component) cause row-level errors","Invalid date format (not YYYY-MM-DD) fails schema validation","Numeric values outside ±1,000,000,000,000 are rejected","All-null numeric values for the chosen field may produce an undefined weighted mean","Invalid enum value for field parameter causes validation error"],"whenToPreferThis":"Choose this endpoint when you have migration batch tabular data (up to 200 rows) and need both string normalisation of component labels and a weighted mean of a numeric migration measure (records_migrated or failed_records) in a single low-cost call. It is purpose-built for migration analytics use cases and bundles two reports for $0.01 USDC. Prefer it over generic analytics services when working specifically with migration batch logs containing component, date, records_migrated, and failed_records fields.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T12:40:17.189Z","isFirstParty":false,"canonicalSlug":"migration-batches-string-normalisation-secondary-measure-weighted-mean-9e67fa98"}