{"uid":"cap_XyMWUnBocCvvibFJgTFEk","slug":"transformation-throughput-category-frequencies-equal-width-histogram-8f9c04f2","name":"Transformation Throughput — Category Frequencies + Equal-Width Histogram","description":"Transformation throughput — Category frequencies + Equal-width histogram: Category frequencies + 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-13-106?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_ad9IvCWGooDAc71gw7o_j","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":"Analyzes transformation throughput records by computing category frequencies for dataset_group and an equal-width histogram for either processed_rows or duration_seconds, returning two analytical reports for up to 200 rows.","exampleAgentPrompt":"Analyze my transformation throughput data — I have up to 50 records with row_id, dataset_group, date, processed_rows, and duration_seconds — give me the category frequencies for each group and an equal-width histogram for processed_rows using 10 bins.","exampleUseCases":[{"title":"ETL pipeline performance distribution","prompt":"I've got 120 transformation job records with processed_rows and duration_seconds. Can you give me the category frequencies by dataset_group and a 10-bin histogram of processed_rows so I can see how my ETL pipeline is performing?"},{"title":"Duration outlier detection via histogram","prompt":"Run a category frequency count and equal-width histogram on my 80 transformation throughput records using duration_seconds as the field, with 5 bins — I want to spot if any jobs are taking unusually long."},{"title":"Daily dataset group breakdown for reporting","prompt":"I have 200 rows of daily transformation logs tagged with dataset_group, processed_rows, and duration_seconds. Give me the group frequency counts and a histogram of processed_rows across 8 equal-width bins for my weekly report."}],"resultDescription":"Returns two analytical reports: (1) a category frequency table showing how many records belong to each dataset_group value, and (2) an equal-width histogram showing the distribution of the selected numeric field (processed_rows or duration_seconds) divided into the specified number of bins. All analysis is performed locally on the supplied data with no external lookups.","failureModes":["More than 200 rows submitted — request rejected due to row limit","Invalid field value (not 'processed_rows' or 'duration_seconds') — validation error","bins value outside 1–30 range — validation error","Missing required row fields (row_id, dataset_group, date, processed_rows, duration_seconds) — schema validation failure","Null numeric values in the selected field may be excluded or cause partial histogram results","Invalid date format (not YYYY-MM-DD) — validation error"],"whenToPreferThis":"Choose this endpoint when you need both a categorical frequency breakdown and a numeric histogram for transformation throughput data in a single call. It is ideal for ETL monitoring, pipeline performance analysis, and data engineering reporting where you have up to 200 records with dataset_group labels and numeric throughput fields. Prefer this over general-purpose analytics tools when you want a lightweight, low-cost ($0.01 USDC) dual-report for processed_rows or duration_seconds without setting up local analysis infrastructure.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:41:46.748Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-category-frequencies-equal-width-histogram-8f9c04f2"}