{"uid":"cap_qHgCncK6Gf_z6dDk-vhy1","slug":"transformation-throughput-analytics-equal-width-histogram-date-by-7c076cd6","name":"Transformation Throughput Analytics — Equal-Width Histogram + Date by Category Pivot","description":"Transformation throughput — Equal-width histogram + Date by category pivot: Equal-width histogram + Date by category pivot 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-13-173?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_nHCjms0DSN9LhEcdtGLmw","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 two analytical reports — an equal-width histogram and a date-by-category pivot — over transformation throughput records (processed_rows, duration_seconds) for up to 200 supplied rows.","exampleAgentPrompt":"I have 150 transformation job records with processed_rows and duration_seconds — can you run an equal-width histogram (10 bins) on processed_rows and also pivot the data by dataset_group and date to see throughput trends across groups?","exampleUseCases":[{"title":"ETL pipeline throughput distribution audit","prompt":"I have logs from our nightly ETL runs — each row has a date, dataset_group, processed_rows, and duration_seconds. Can you build a histogram with 8 bins on processed_rows so I can see how the volume is distributed across jobs?"},{"title":"Dataset group performance pivot over time","prompt":"Here are 120 transformation records across three dataset groups over the past month. Can you pivot them by date and dataset_group so I can see how processed_rows totals change per group each day?"},{"title":"Duration analysis for slow transformation jobs","prompt":"I've got 200 transformation throughput records and I want to understand the spread of duration_seconds — run an equal-width histogram with 5 bins and also show me a date-by-category breakdown so I can spot which groups are slowest."}],"resultDescription":"Returns two analytical reports: (1) an equal-width histogram showing the frequency distribution of the chosen metric (processed_rows or duration_seconds) across the specified number of bins, and (2) a date-by-category pivot table summarizing values by date and dataset_group. Both reports are computed locally from the supplied rows with no external data lookups.","failureModes":["More than 200 rows submitted — request rejected or truncated","Missing required fields (row_id, date, processed_rows, duration_seconds) on any row — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","bins value outside 1–30 range — rejected with schema error","Null values in the selected field may affect histogram bin boundaries","Empty rows array — minimum 1 row required"],"whenToPreferThis":"Choose this endpoint when you have transformation throughput records (ETL or data pipeline jobs) and need both a histogram distribution view and a date-by-category pivot in a single low-cost call. Ideal for data engineers monitoring pipeline performance, auditing processing volume spread, or comparing group-level throughput trends over time — without needing live data lookup, prediction, or external integrations.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:42:21.613Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-equal-width-histogram-date-by-7c076cd6"}