{"uid":"cap_YOFKSi_chdQ9IJi-qcA_N","slug":"transformation-throughput-analytics-record-quality-audit-string-e76ad8bc","name":"Transformation Throughput Analytics — Record Quality Audit + String Normalisation + Trailing Mean Series","description":"Transformation throughput — Record quality audit + String normalisation + Trailing mean series: Record quality audit + String normalisation + Trailing mean series 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-13-199?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"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_kSwTxLhgTim3uldaG20Ey","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 bundled analytical reports (record quality audit, string normalisation, and trailing mean series) on transformation throughput data containing processed_rows and duration_seconds fields.","exampleAgentPrompt":"Can you run the three-report analytics bundle on my transformation throughput records — quality audit, string normalisation, and a trailing mean over processed_rows with a window of 5 — for these 50 rows of pipeline data from October 2026?","exampleUseCases":[{"title":"ETL pipeline quality check","prompt":"I have 120 rows of daily transformation throughput logs with processed_rows and duration_seconds — can you audit them for record quality issues, normalise the string fields, and compute a trailing mean over processed_rows with a window of 7?"},{"title":"Data engineering trend analysis","prompt":"Run the trailing mean series on duration_seconds across my 80 transformation throughput records using a window of 3, along with a quality audit and string normalisation, so I can spot slowdowns in my pipeline."},{"title":"Pre-reporting data cleanup","prompt":"Before I build my report, please run the quality audit and string normalisation on these 60 transformation throughput rows, and also give me a trailing mean for processed_rows with a window of 4 so I can see the rolling trend."}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging missing, null, or out-of-range values; (2) a string normalisation report cleaning dataset_group and row_id fields; and (3) a trailing mean series for the selected field (processed_rows or duration_seconds) computed over the specified rolling window. All reports are generated locally without external lookups.","failureModes":["Input array exceeds 200 rows — request rejected","window parameter larger than number of input rows — series may be empty or error","Missing required fields (row_id, date, processed_rows, duration_seconds) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Payment not received or insufficient USDC — endpoint returns 402"],"whenToPreferThis":"Choose this endpoint when you need all three analytics in a single low-cost call ($0.01 USDC) for up to 200 rows of transformation throughput data and want to avoid orchestrating separate services. Ideal for data engineers who need a quick quality check, string cleanup, and rolling trend report on ETL pipeline metrics without any external API calls or live data lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:47:09.407Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-record-quality-audit-string-e76ad8bc"}