{"uid":"cap_19xQbgBt1qiO9qEKh6MDi","slug":"dataset-partition-sizes-analytics-category-frequencies-keyed-dataset-e0ca881d","name":"Dataset Partition Sizes Analytics: Category Frequencies + Keyed Dataset Comparison","description":"Dataset partition sizes — Category frequencies + Keyed dataset comparison: Category frequencies + Keyed dataset comparison for supplied dataset partition sizes records (row_count, file_mb). 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-07-111?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","row_count","file_mb"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"file_mb":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"row_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","file_mb":1,"row_count":10,"dataset_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","file_mb":2,"row_count":20,"dataset_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","file_mb":3,"row_count":15,"dataset_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","file_mb":4,"row_count":30,"dataset_group":"group-b"}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","row_count","file_mb"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"file_mb":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"row_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","file_mb":1,"row_count":10,"dataset_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","file_mb":2,"row_count":21,"dataset_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","file_mb":3,"row_count":17,"dataset_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","file_mb":4,"row_count":33,"dataset_group":"group-b"}],"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_OrQjATLuomMgUfai3hVEL","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":"Runs two local analytical reports on supplied dataset partition size records — category frequency distribution and keyed dataset comparison — for up to 200 rows at $0.01 USDC.","exampleAgentPrompt":"I have two snapshots of my dataset partition records — each with row_id, dataset_group, date, row_count, and file_mb — can you run both a category frequency report and a keyed comparison between the two snapshots? Here's snapshot A: [{\"row_id\":\"row-1\",\"dataset_group\":\"group-a\",\"date\":\"2026-10-01\",\"row_count\":10,\"file_mb\":1},{\"row_id\":\"row-2\",\"dataset_group\":\"group-b\",\"date\":\"2026-10-02\",\"row_count\":20,\"file_mb\":2}] and snapshot B has slightly different row counts.","exampleUseCases":[{"title":"Dataset group frequency audit","prompt":"I have 150 partition records with row_id, dataset_group, date, row_count, and file_mb — can you tell me how many records fall into each dataset_group category and give me a frequency breakdown?"},{"title":"Before-and-after partition comparison","prompt":"I ran a data pipeline and I have the partition sizes before and after — each set has row_id, dataset_group, date, row_count, and file_mb. Can you compare the two snapshots and show me which rows changed and by how much?"},{"title":"Monthly partition size distribution check","prompt":"Here are our October partition records for two environments — same row_ids but possibly different row_counts and file sizes. Can you run a category frequency report on the first set and a keyed comparison between the two to spot discrepancies?"}],"resultDescription":"Returns two independent analytical reports: (1) a category frequency report showing how often each dataset_group value appears and aggregate stats on row_count and file_mb per group; (2) a keyed comparison report matching rows from the two supplied datasets by row_id and highlighting differences in row_count and file_mb.","failureModes":["Exceeds 200-row limit — request rejected; split into smaller batches","Missing required fields (row_id, dataset_group, date, row_count, file_mb) — validation error","Invalid date format (must be YYYY-MM-DD) — schema validation failure","Empty rows array — minItems:1 violation","No live external lookup available — results are purely computed from supplied data"],"whenToPreferThis":"Choose this endpoint when you have up to 200 dataset partition records (with row_count and file_mb fields) and need both a category frequency distribution and a keyed row-level comparison between two dataset versions in a single low-cost ($0.01 USDC) call. Prefer it over manual computation when you want both reports simultaneously without external dependencies or live data lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:46.367Z","isFirstParty":false,"canonicalSlug":"dataset-partition-sizes-analytics-category-frequencies-keyed-dataset-e0ca881d"}