{"uid":"cap_gk1sm7P0AZGnlnRxsACuU","slug":"transformation-throughput-analytics-record-quality-audit-string-12306567","name":"Transformation Throughput Analytics: Record Quality Audit + String Normalisation + Numeric Distribution","description":"Transformation throughput — Record quality audit + String normalisation + Numeric distribution: Record quality audit + String normalisation + Numeric distribution for supplied transformation throughput records (processed_rows, duration_seconds). 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-13-193?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","processed_rows","duration_seconds"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"processed_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"duration_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","processed_rows":10,"duration_seconds":1},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","processed_rows":20,"duration_seconds":2},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","processed_rows":15,"duration_seconds":3},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","processed_rows":30,"duration_seconds":4}],"maxItems":200,"minItems":1},"field":{"enum":["processed_rows","duration_seconds"],"type":"string","default":"processed_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_TNnNyZKdXf1G3qFdoGDmF","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 record quality, normalises strings, and computes numeric distribution statistics for transformation throughput data (processed_rows, duration_seconds) across up to 200 rows.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation check, and numeric distribution analysis on my transformation throughput data — here are 50 rows with row_id, dataset_group, date, processed_rows, and duration_seconds fields, and I want the analysis focused on the processed_rows field?","exampleUseCases":[{"title":"ETL pipeline quality review","prompt":"I have 120 rows of ETL run logs with row_id, dataset_group, date, processed_rows, and duration_seconds — can you audit their record quality, normalise the dataset_group strings, and give me a numeric distribution for processed_rows?"},{"title":"Batch job duration distribution check","prompt":"Here are my last 80 transformation job records including row_id, dataset_group, date, processed_rows, and duration_seconds — run the three-report analytics package on duration_seconds so I can see quality issues, string consistency, and the numeric spread."},{"title":"Data pipeline completeness validation","prompt":"I need to validate 200 rows of transformation throughput records before archiving them — can you run the record quality audit, string normalisation, and numeric distribution reports on the processed_rows field across all my dataset groups?"}],"resultDescription":"Three independent analytical reports: (1) a record quality audit identifying completeness and validity issues across supplied rows, (2) a string normalisation report for the dataset_group field highlighting inconsistencies, and (3) a numeric distribution summary (e.g. min, max, mean, percentiles) for the selected numeric field (processed_rows or duration_seconds). All computed locally from supplied data only — no external lookups.","failureModes":["Fewer than 1 or more than 200 rows supplied — request rejected","Invalid date format (not YYYY-MM-DD) — validation error","Missing required fields (row_id, dataset_group, date, processed_rows, duration_seconds) — schema validation failure","Invalid field selector (not 'processed_rows' or 'duration_seconds') — enum validation error","Payment not included or insufficient — x402 payment required response"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical reports (record quality, string normalisation, numeric distribution) on transformation throughput data in a single $0.01 call. Ideal for data engineers validating ETL pipeline outputs, auditing batch job records, or profiling numeric fields like processed_rows or duration_seconds without needing live data lookups or external integrations. Best when you have up to 200 structured rows ready to submit.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:38:50.449Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-record-quality-audit-string-12306567"}