{"uid":"cap_g2YN-M8_jgbQ4VA-ZAtVv","slug":"transformation-throughput-grouped-numeric-summary-equal-width-histogram-2c24898b","name":"Transformation Throughput — Grouped Numeric Summary + Equal-Width Histogram","description":"Transformation throughput — Grouped numeric summary + Equal-width histogram: Grouped numeric summary + Equal-width histogram 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-13-093?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_kFQBPIEwRjEoeCx3T_lUy","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":"Computes a grouped numeric summary and an equal-width histogram for transformation throughput records (processed_rows, duration_seconds) across up to 200 rows.","exampleAgentPrompt":"Analyze my ETL throughput data — I have 120 records with processed_rows and duration_seconds grouped by dataset_group. Give me a grouped numeric summary and a 10-bin equal-width histogram on the processed_rows field.","exampleUseCases":[{"title":"ETL pipeline performance review","prompt":"I have 80 transformation job records from last month, each with a dataset_group, date, processed_rows, and duration_seconds. Can you give me a grouped numeric summary and a 10-bin histogram of processed_rows so I can see which groups are slowest?"},{"title":"Duration distribution audit for batch jobs","prompt":"Here are 150 rows of batch job data with duration_seconds and dataset_group fields — run a grouped summary and an equal-width histogram with 8 bins on duration_seconds so I can spot outliers in processing time."},{"title":"Throughput benchmarking across data groups","prompt":"I want to benchmark throughput across my data pipeline groups — I have 60 records with processed_rows per group. Can you compute a grouped numeric summary and a 5-bin histogram on processed_rows for me?"}],"resultDescription":"Returns two analytical reports: (1) a grouped numeric summary showing descriptive statistics (e.g. count, mean, min, max, std dev) for the chosen field (processed_rows or duration_seconds) broken down by dataset_group, and (2) an equal-width histogram showing frequency bin counts for the same field across all supplied rows. Both reports are computed locally from the supplied data with no external lookups.","failureModes":["Fewer than 1 or more than 200 rows supplied — request rejected","Invalid date format (not YYYY-MM-DD) causes row validation failure","bins value outside 1–30 range causes parameter rejection","Missing required fields (row_id, dataset_group, date, processed_rows, duration_seconds) causes row-level errors","Null values in the target numeric field may reduce effective sample size for histogram bins","field value not in enum ['processed_rows','duration_seconds'] causes rejection"],"whenToPreferThis":"Choose this endpoint when you have up to 200 transformation throughput records and need both a group-level statistical summary and a histogram distribution in a single paid call for $0.01 USDC. It is ideal for data engineering teams that want to understand ETL pipeline performance across dataset groups without building their own analytics pipeline. Prefer this over general-purpose analytics tools when you want a bundled two-report output (summary + histogram) on processed_rows or duration_seconds specifically.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:42:17.387Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-grouped-numeric-summary-equal-width-histogram-2c24898b"}