{"uid":"cap_t20WSCP9XbjVtoefsZ7ls","slug":"pipeline-durations-equal-width-histogram-and-iqr-outlier-flags-74b2f5d4","name":"Pipeline Durations Equal-Width Histogram and IQR Outlier Flags","description":"Pipeline durations — Equal-width histogram + IQR outlier flags: Equal-width histogram + IQR outlier flags for supplied pipeline durations records (run_seconds, processed_rows). 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-05-170?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","run_seconds","processed_rows"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"run_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"processed_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","run_seconds":10,"dataset_group":"group-a","processed_rows":1},{"date":"2026-10-02","row_id":"row-2","run_seconds":20,"dataset_group":"group-b","processed_rows":2},{"date":"2026-10-03","row_id":"row-3","run_seconds":15,"dataset_group":"group-a","processed_rows":3},{"date":"2026-10-04","row_id":"row-4","run_seconds":30,"dataset_group":"group-b","processed_rows":4}],"maxItems":200,"minItems":1},"field":{"enum":["run_seconds","processed_rows"],"type":"string","default":"run_seconds"}}},"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_IACWdx-xiJLNhYEo3fB58","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":"Generates equal-width histogram distributions and IQR-based outlier flags for pipeline duration metrics (run_seconds and processed_rows) from supplied records.","exampleAgentPrompt":"Analyze these 50 pipeline run records for me — generate an equal-width histogram with 10 bins and flag any IQR outliers for the run_seconds field: [records with row_id, date, dataset_group, run_seconds, processed_rows].","exampleUseCases":[{"title":"ETL pipeline duration outlier detection","prompt":"I have logs from our nightly ETL jobs — here are 120 records with run_seconds and processed_rows for each run. Can you build a 10-bin histogram and flag any runs that are IQR outliers in run_seconds so I can investigate the slow ones?"},{"title":"Data volume distribution analysis","prompt":"We process data in batches and I want to understand the distribution of processed_rows across our last 80 pipeline runs. Use 8 equal-width bins and flag outliers using IQR on the processed_rows field — here are the records."},{"title":"Pipeline group performance audit","prompt":"I need to compare pipeline duration spread across two dataset groups — group-a and group-b. Here are 150 records with dates and run_seconds. Give me a 5-bin histogram and IQR outlier flags for run_seconds so I can see which runs were abnormal."}],"resultDescription":"Returns two analytical reports: (1) an equal-width histogram showing bin ranges and record counts for the selected field (run_seconds or processed_rows), and (2) IQR-based outlier flags identifying which row_ids fall below Q1-1.5×IQR or above Q3+1.5×IQR — all computed locally from the supplied records with no external data lookup.","failureModes":["Fewer than 1 row submitted — validation error","More than 200 rows submitted — request rejected","Invalid date format (not YYYY-MM-DD) — schema validation failure","Bins value outside 1–30 range — rejected","Null values in run_seconds or processed_rows may affect IQR computation","Unknown field value (not run_seconds or processed_rows) — enum validation error"],"whenToPreferThis":"Choose this endpoint when you have raw pipeline execution records and need both a histogram distribution and IQR outlier detection in a single API call without setting up a local analytics environment. It is well-suited for up to 200 rows of pipeline telemetry data where you need fast, self-contained statistical summaries with no external dependencies or live data lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:57:54.415Z","isFirstParty":false,"canonicalSlug":"pipeline-durations-equal-width-histogram-and-iqr-outlier-flags-74b2f5d4"}