{"uid":"cap_49LhkTXEULSqc6dTZFFZh","slug":"transformation-throughput-analytics-equal-width-histogram-keyed-31edd7d5","name":"Transformation Throughput Analytics: Equal-Width Histogram + Keyed Dataset Comparison","description":"Transformation throughput — Equal-width histogram + Keyed dataset comparison: Equal-width histogram + Keyed dataset comparison 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-13-174?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"processed_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"duration_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","processed_rows":10,"duration_seconds":1},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","processed_rows":20,"duration_seconds":2},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","processed_rows":15,"duration_seconds":3},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","processed_rows":30,"duration_seconds":4}],"maxItems":200,"minItems":1},"field":{"enum":["processed_rows","duration_seconds"],"type":"string","default":"processed_rows"},"other":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","processed_rows","duration_seconds"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21,"duration_seconds":2},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","processed_rows":17,"duration_seconds":3},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","processed_rows":33,"duration_seconds":4}],"maxItems":200,"minItems":0}}},"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_tS0fe_0LQLPOF9RbN4fnL","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 an equal-width histogram and a keyed dataset comparison for up to 200 transformation throughput records (processed_rows and duration_seconds fields), returning two analytical reports per call.","exampleAgentPrompt":"Can you run an equal-width histogram and a keyed dataset comparison on my pipeline throughput data — I have two groups, group-a and group-b, with processed_rows and duration_seconds for about 80 rows, using 10 bins, and I want to compare group-a as my main dataset against group-b as the reference?","exampleUseCases":[{"title":"ETL pipeline duration distribution analysis","prompt":"I have 120 daily ETL job records with processed_rows and duration_seconds — can you bucket the duration_seconds field into 8 equal-width bins and also compare the group-a jobs against group-b jobs to see if there's a throughput difference?"},{"title":"Data migration throughput comparison","prompt":"We just ran two waves of a data migration and I need to compare their throughput — wave-1 is my primary dataset and wave-2 is the other, both have processed_rows and duration_seconds per row. Can you produce a histogram with 5 bins and a keyed comparison between the two waves?"},{"title":"Batch job performance audit","prompt":"Can you analyze 200 batch job records for me? I want a 10-bin equal-width histogram on processed_rows and a side-by-side keyed dataset comparison between the 'prod' group and the 'staging' group so I can see if staging is matching production throughput."}],"resultDescription":"Returns two analytical reports: (1) an equal-width histogram showing the frequency distribution of the selected metric (processed_rows or duration_seconds) divided into the specified number of bins, and (2) a keyed dataset comparison report contrasting the primary rows dataset against a secondary 'other' dataset, both computed locally without external lookups.","failureModes":["Exceeding 200 rows per dataset returns a validation error","Invalid date format (not YYYY-MM-DD) causes a schema rejection","Requesting more than 30 bins or fewer than 1 bin returns a parameter error","Null values in processed_rows or duration_seconds may affect bin boundary calculations","Missing required fields (row_id, dataset_group, date) cause row-level validation failures","Submitting an empty rows array returns an error"],"whenToPreferThis":"Choose this endpoint when you need both a distributional view (histogram) and a group-level comparison of transformation throughput data in a single call, especially when your data is already structured with row_id, dataset_group, date, processed_rows, and duration_seconds fields. It is well-suited for ETL pipeline audits, batch job benchmarking, and data migration performance reviews where you want offline, local computation without any external data enrichment or prediction.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:42:26.025Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-equal-width-histogram-keyed-31edd7d5"}