{"uid":"cap_ghbwDE0Ogg10SYVbhNOa-","slug":"data-ingestion-batches-category-frequencies-two-measure-correlation-94064a3c","name":"Data Ingestion Batches — Category Frequencies + Two-Measure Correlation","description":"Data ingestion batches — Category frequencies + Two-measure correlation: Category frequencies + Two-measure correlation for supplied data ingestion batches records (received_rows, accepted_rows). 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-01-108?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","received_rows","accepted_rows"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"accepted_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"received_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","accepted_rows":1,"dataset_group":"group-a","received_rows":10},{"date":"2026-10-02","row_id":"row-2","accepted_rows":2,"dataset_group":"group-b","received_rows":20},{"date":"2026-10-03","row_id":"row-3","accepted_rows":3,"dataset_group":"group-a","received_rows":15},{"date":"2026-10-04","row_id":"row-4","accepted_rows":4,"dataset_group":"group-b","received_rows":30}],"maxItems":200,"minItems":1}}},"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_0tbS6QdVt5dLWudwXvL6L","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 up to 200 data ingestion batch records to produce category frequency counts by dataset_group and a Pearson/rank correlation between received_rows and accepted_rows.","exampleAgentPrompt":"Can you run category frequency counts by dataset_group and a two-measure correlation between received_rows and accepted_rows on these ingestion batch records I have — here are the rows with their dates, row IDs, and counts?","exampleUseCases":[{"title":"ETL pipeline acceptance rate audit","prompt":"I have a list of daily ingestion batch records for October 2026 with dataset groups like 'group-a' and 'group-b' and their received and accepted row counts — can you tell me how often each group appears and whether received_rows and accepted_rows are correlated?"},{"title":"Data quality dashboard input","prompt":"I need two analytics reports on my ingestion batch data: first, how many records belong to each dataset_group, and second, what's the correlation between received_rows and accepted_rows across all 150 batch entries?"},{"title":"Pipeline throughput investigation","prompt":"Our data team wants to understand if batches that receive more rows also tend to accept more rows — can you compute the correlation between received_rows and accepted_rows, plus a frequency breakdown by dataset_group, from this set of ingestion logs?"}],"resultDescription":"Two analytical reports: (1) a frequency table showing how many records appear per dataset_group category, and (2) a correlation statistic between received_rows and accepted_rows across all supplied records — both computed locally with no external lookups.","failureModes":["Input array is empty or missing — validation error returned","More than 200 rows supplied — maxItems constraint violated","required fields (row_id, dataset_group, date, received_rows, accepted_rows) absent on any row — schema validation failure","date field not matching YYYY-MM-DD pattern — pattern validation error","All accepted_rows or received_rows values are null — correlation cannot be computed"],"whenToPreferThis":"Choose this endpoint when you have tabular ingestion batch records and need both a categorical frequency breakdown and a bivariate correlation between two numeric measures in a single $0.01 call, without requiring any live data fetch, external API, or ML prediction — purely local analytical computation on your supplied data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:58:27.283Z","isFirstParty":false,"canonicalSlug":"data-ingestion-batches-category-frequencies-two-measure-correlation-94064a3c"}