{"uid":"cap_CaNxBJBYJMN3B5LdN9Z9D","slug":"data-ingestion-batches-grouped-numeric-summary-equal-width-histogram-3a6ce0cf","name":"Data Ingestion Batches — Grouped Numeric Summary + Equal-Width Histogram","description":"Data ingestion batches — Grouped numeric summary + Equal-width histogram: Grouped numeric summary + Equal-width histogram 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-01-093?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","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_ncOnXsGemiey1O4FZ_LPb","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 a grouped numeric summary and equal-width histogram for received_rows and accepted_rows fields across up to 200 data ingestion batch records.","exampleAgentPrompt":"Can you run a grouped numeric summary and equal-width histogram on my ingestion batch data — I have records with received_rows and accepted_rows fields grouped by dataset_group, about 80 rows total, and I'd like 10 histogram bins on the accepted_rows field?","exampleUseCases":[{"title":"Pipeline health check by dataset group","prompt":"I have 150 daily ingestion batch records with received_rows and accepted_rows across three dataset groups. Can you give me a grouped numeric summary and histogram with 8 bins on received_rows so I can see which groups are performing differently?"},{"title":"Spotting row drop-off in ETL batches","prompt":"My ETL pipeline logs show received_rows and accepted_rows for about 60 batches. Run a grouped summary and equal-width histogram with 5 bins on accepted_rows so I can spot where rows are being dropped most often."},{"title":"Weekly ingestion distribution report","prompt":"Here are this week's 200 data ingestion batch records with received_rows and accepted_rows. Generate a grouped numeric summary and a 10-bin equal-width histogram on received_rows broken out by dataset_group so I can include it in my weekly data quality report."}],"resultDescription":"Returns two analytical reports: (1) a grouped numeric summary (e.g. count, mean, min, max, std) of the selected field (received_rows or accepted_rows) segmented by dataset_group, and (2) an equal-width histogram showing the distribution of values across the specified number of bins. Both reports are computed locally on the supplied data with no external lookups.","failureModes":["Exceeding 200 rows returns an error or truncation","Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) causes validation failure","Invalid date format (not YYYY-MM-DD) rejected by pattern validation","Bins value outside 1–30 range rejected","Null values in numeric fields may affect summary statistics","Empty rows array rejected (minItems: 1)"],"whenToPreferThis":"Choose this endpoint when you need both a grouped statistical summary and a histogram distribution view of data ingestion batch metrics (received_rows / accepted_rows) in a single low-cost call. It is ideal for ETL pipeline monitoring, data quality profiling, and batch ingestion audits where you want group-level breakdowns alongside distributional binning. Prefer it over general analytics tools when working with up to 200 ingestion batch records and you want both report types for $0.01 USDC without setting up external infrastructure.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:42.938Z","isFirstParty":false,"canonicalSlug":"data-ingestion-batches-grouped-numeric-summary-equal-width-histogram-3a6ce0cf"}