{"uid":"cap_sq8ErGnB3Z8SL36JWjUtZ","slug":"data-ingestion-batches-grouped-numeric-summary-category-frequencies-58fc36ab","name":"Data Ingestion Batches — Grouped Numeric Summary + Category Frequencies","description":"Data ingestion batches — Grouped numeric summary + Category frequencies: Grouped numeric summary + Category frequencies 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-01-086?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},"field":{"enum":["received_rows","accepted_rows"],"type":"string","default":"received_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_HMJNODF17Dg7oeeEY3TP5","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 grouped numeric summary statistics and category frequency distributions for data ingestion batch records (received_rows, accepted_rows) across up to 200 rows.","exampleAgentPrompt":"Can you give me a grouped numeric summary and category frequency breakdown for my ingestion batch records — I have up to 50 rows with dataset_group, date, received_rows, and accepted_rows fields — and I want the analysis focused on the received_rows field?","exampleUseCases":[{"title":"Pipeline ingestion quality audit","prompt":"I have daily ingestion batch logs with received_rows and accepted_rows across two dataset groups — can you compute a grouped numeric summary and show me the category frequencies so I can spot which groups are dropping the most rows?"},{"title":"Acceptance rate monitoring by group","prompt":"For my batch ingestion data covering the past month across groups like 'group-a' and 'group-b', run a grouped summary and frequency report on accepted_rows so I can see which groups consistently have lower acceptance rates."},{"title":"Dataset group distribution check","prompt":"I want to understand how my ingestion batches are distributed across dataset categories — can you run a category frequency and grouped numeric summary on these 80 rows, using received_rows as the metric field?"}],"resultDescription":"Two analytical reports: (1) a grouped numeric summary (e.g. count, min, max, mean, std) for the selected numeric field (received_rows or accepted_rows) broken down by dataset_group, and (2) a category frequency table showing how often each dataset_group appears across the supplied rows. Results are computed locally with no external lookups.","failureModes":["Input array is empty or missing — returns validation error","Row count exceeds 200 items — request rejected","Invalid date format (not YYYY-MM-DD) — validation failure","Null values in numeric fields may affect summary statistics","Missing required fields (row_id, dataset_group) — schema validation error","Invalid field enum value (not 'received_rows' or 'accepted_rows') — rejected"],"whenToPreferThis":"Choose this endpoint when you need fast, low-cost ($0.01 USDC) descriptive analytics on data ingestion batch records specifically — grouped numeric summaries and category frequency counts — without needing predictions, live data lookups, or external integrations. Ideal for pipeline monitoring, data quality audits, and batch reporting on up to 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:58:24.516Z","isFirstParty":false,"canonicalSlug":"data-ingestion-batches-grouped-numeric-summary-category-frequencies-58fc36ab"}