{"uid":"cap_h33QeyHeXTXr-A7riRRZm","slug":"transformation-throughput-analytics-record-quality-audit-string-db3df1ca","name":"Transformation Throughput Analytics: Record Quality Audit + String Normalisation + Equal-Width Histogram","description":"Transformation throughput — Record quality audit + String normalisation + Equal-width histogram: Record quality audit + String normalisation + Equal-width histogram 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-13-202?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"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_5qxnZPJDpf-fE07i0YQfV","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 — record quality audit, string normalisation, and equal-width histogram — on transformation throughput data (processed_rows, duration_seconds) for up to 200 rows.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and a 10-bin equal-width histogram on processed_rows for these 50 ETL job records I have — each with a row_id, dataset_group, date, processed_rows, and duration_seconds?","exampleUseCases":[{"title":"ETL pipeline data quality check","prompt":"I have 120 transformation job records with processed_rows and duration_seconds — can you audit them for quality issues, normalise the dataset_group strings, and show me a histogram of processed_rows split into 8 bins?"},{"title":"Pipeline duration distribution analysis","prompt":"Here are 80 rows of pipeline run data. Run the three analytics reports on duration_seconds — quality audit, string normalisation for the group labels, and an equal-width histogram with 5 bins — so I can see how durations are distributed."},{"title":"Spot-check new dataset ingestion throughput","prompt":"We just ingested a new batch of 40 transformation logs. Can you do a record quality audit, normalise the strings, and build a 10-bin histogram on processed_rows so we can spot any weirdness before we proceed?"}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging nulls, out-of-range values, and structural issues; (2) a string normalisation report cleaning and standardising text fields like dataset_group; and (3) an equal-width histogram distributing the selected numeric field (processed_rows or duration_seconds) across a configurable number of bins (1–30, default 5). All computation is performed locally with no external lookups.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, date, processed_rows, duration_seconds) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","bins value outside 1–30 range — schema validation error","All values null for selected field — histogram may return empty or degenerate result","Payment not confirmed — x402 payment required error"],"whenToPreferThis":"Choose this endpoint when you need a bundled, cost-efficient three-in-one analytical pass on transformation throughput records — covering data quality, string normalisation, and numeric distribution — without requiring external data sources or live lookups. Ideal for agents auditing ETL pipeline outputs, validating ingestion logs, or profiling batch job metrics at low cost ($0.01 for up to 200 rows).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:42:09.693Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-record-quality-audit-string-db3df1ca"}