{"uid":"cap_wcw0NTPjqz2IbwNzgbeke","slug":"transformation-throughput-analytics-numeric-interval-filter-iqr-a71ba234","name":"Transformation Throughput Analytics: Numeric Interval Filter + IQR Outlier Flags","description":"Transformation throughput — Numeric interval filter + IQR outlier flags: Numeric interval filter + IQR outlier flags for supplied transformation throughput records (processed_rows, duration_seconds). 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-analytics-13-130?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"},"maximum":{"type":"number","default":100,"maximum":1000000000000,"minimum":-1000000000000},"minimum":{"type":"number","default":0,"maximum":1000000000000,"minimum":-1000000000000}}},"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_r2tAH702gZj2m1FiNYRI-","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":"Applies a numeric interval filter and IQR-based outlier flagging to transformation throughput records (processed_rows, duration_seconds), returning two analytical reports for up to 200 rows.","exampleAgentPrompt":"Can you analyze my transformation throughput records and flag any IQR outliers in the processed_rows field, filtering to only rows between 0 and 10000? I have about 50 rows covering October 2026 with dataset groups like 'group-a' and 'group-b'.","exampleUseCases":[{"title":"ETL pipeline anomaly detection","prompt":"I have 120 transformation throughput records from last month and I want to know which ones are statistical outliers in duration_seconds — use IQR outlier detection and filter to rows with duration between 0 and 3600 seconds."},{"title":"Processed row count range filtering","prompt":"Filter my 80 pipeline run records to only those where processed_rows falls between 500 and 50000, and flag any IQR outliers in the processed_rows column so I can spot unusual batch sizes."},{"title":"Data quality check on pipeline metrics","prompt":"Run two analytical reports on my 60 transformation throughput rows — one filtering processed_rows to the interval 100 to 5000, and IQR outlier flags so I can see which runs deviated significantly from the norm."}],"resultDescription":"Returns two analytical reports based on the supplied transformation throughput data: (1) a numeric interval filter report showing which rows fall within the specified minimum/maximum range for the chosen field, and (2) an IQR outlier flagging report identifying statistically anomalous records based on the interquartile range. No external data is fetched; all analysis is performed on the submitted rows.","failureModes":["Fewer than 1 row or more than 200 rows submitted — request rejected","Invalid date format (not YYYY-MM-DD) — validation error","Null values in processed_rows or duration_seconds may affect IQR calculation","Minimum value greater than maximum value — may return empty interval filter results","Invalid field enum value (must be 'processed_rows' or 'duration_seconds') — schema validation error","Insufficient data spread for meaningful IQR computation if all values are identical"],"whenToPreferThis":"Choose this endpoint when you have up to 200 transformation throughput records and need both a numeric range filter and IQR-based outlier detection in a single call without any external lookups or predictions. It is well-suited for lightweight, self-contained ETL monitoring and data quality checks where you supply the raw records and want statistical summaries back immediately.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:42:12.917Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-numeric-interval-filter-iqr-a71ba234"}