{"uid":"cap_k6qwzwt1C4xf49tmMeGTv","slug":"export-validation-analytics-record-quality-audit-string-normalisation-f8ad82ed","name":"Export Validation Analytics: Record Quality Audit + String Normalisation + Secondary-Measure Weighted Mean","description":"Export validation — Record quality audit + String normalisation + Secondary-measure weighted mean: Record quality audit + String normalisation + Secondary-measure weighted mean for supplied export validation records (valid_rows, exported_rows). 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-analytics-14-205?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","valid_rows","exported_rows"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"valid_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"exported_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","valid_rows":10,"dataset_group":"group-a","exported_rows":1},{"date":"2026-10-02","row_id":"row-2","valid_rows":20,"dataset_group":"group-b","exported_rows":2},{"date":"2026-10-03","row_id":"row-3","valid_rows":15,"dataset_group":"group-a","exported_rows":3},{"date":"2026-10-04","row_id":"row-4","valid_rows":30,"dataset_group":"group-b","exported_rows":4}],"maxItems":200,"minItems":1},"field":{"enum":["valid_rows","exported_rows"],"type":"string","default":"valid_rows"}}},"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_hKw6ijksG_y527uElIhTn","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 export validation row data: record quality audit, string normalisation, and secondary-measure weighted mean for up to 200 rows of valid_rows/exported_rows data.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and weighted mean analysis on my export validation data? I have 4 rows: row-1 on 2026-10-01 in group-a with 10 valid_rows and 1 exported_rows, row-2 on 2026-10-02 in group-b with 20 valid_rows and 2 exported_rows, row-3 on 2026-10-03 in group-a with 15 valid_rows and 3 exported_rows, and row-4 on 2026-10-04 in group-b with 30 valid_rows and 4 exported_rows — use valid_rows as the primary field.","exampleUseCases":[{"title":"ETL pipeline export audit","prompt":"I need to audit my ETL pipeline exports — can you run a quality audit, string normalisation, and weighted mean on these 5 rows: row-1 2026-11-01 group-alpha 100 valid 10 exported, row-2 2026-11-02 group-beta 200 valid 15 exported, row-3 2026-11-03 group-alpha 150 valid 8 exported, row-4 2026-11-04 group-beta 300 valid 20 exported, row-5 2026-11-05 group-alpha 250 valid 25 exported, using exported_rows as the field?"},{"title":"Dataset group string consistency check","prompt":"Can you normalise the string fields and audit record quality for my export validation dataset? Here are my rows: row-A on 2026-09-01 in 'Sales  Group' with 500 valid and 450 exported, row-B on 2026-09-02 in 'sales group' with 480 valid and 430 exported, row-C on 2026-09-03 in 'SALES GROUP' with 510 valid and 460 exported — use valid_rows as the field."},{"title":"Weekly export discrepancy analysis","prompt":"Please analyse my weekly export validation records and give me a weighted mean, quality audit, and string normalisation — rows are: wk-1 2026-10-07 group-x 1000 valid 980 exported, wk-2 2026-10-14 group-y 2000 valid 1950 exported, wk-3 2026-10-21 group-x 1500 valid 1480 exported, wk-4 2026-10-28 group-y 2500 valid 2450 exported, using valid_rows as the field."}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit highlighting data issues in the supplied rows, (2) a string normalisation report for text fields like dataset_group, and (3) a secondary-measure weighted mean computed over the selected field (valid_rows or exported_rows). All analysis is performed locally with no external lookups.","failureModes":["More than 200 rows submitted — endpoint rejects input exceeding maxItems limit","Missing required fields (row_id, dataset_group, date, valid_rows, exported_rows) — validation error returned","Date field not matching YYYY-MM-DD pattern — schema validation failure","Numeric values outside allowed range (±1,000,000,000,000) — rejected","Invalid field enum value (must be 'valid_rows' or 'exported_rows') — error response","Empty rows array — minItems:1 violation"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical operations on export validation data (quality audit + string normalisation + weighted mean) in a single low-cost call ($0.01 USDC). Best suited for offline/local analysis of up to 200 export records without needing live data lookups or external API calls. Prefer this over separate single-report endpoints when all three report types are needed simultaneously for valid_rows and exported_rows datasets.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T00:54:32.107Z","isFirstParty":false,"canonicalSlug":"export-validation-analytics-record-quality-audit-string-normalisation-f8ad82ed"}