{"uid":"cap_k-HnXnJeig6DwGsUNGY1Y","slug":"data-ingestion-batches-grouped-numeric-summary-weighted-mean-analytics-032ca7b4","name":"Data Ingestion Batches — Grouped Numeric Summary & Weighted Mean Analytics","description":"Data ingestion batches — Grouped numeric summary + Secondary-measure weighted mean: Grouped numeric summary + Secondary-measure weighted mean 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-01-096?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_rTziMXNGCBw8pa2ImjVuZ","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 summaries and secondary-measure weighted means for up to 200 data ingestion batch records (received_rows, accepted_rows)","exampleAgentPrompt":"Can you run a grouped numeric summary and weighted mean analysis on my ingestion batch records — I have rows with dataset_group, date, received_rows, and accepted_rows fields, and I want to analyze received_rows as the primary measure across groups?","exampleUseCases":[{"title":"Pipeline acceptance rate audit","prompt":"I have 50 rows of daily ingestion batch data with dataset groups like 'transactions' and 'events' — each row has a date, received_rows, and accepted_rows. Can you give me a grouped numeric summary and weighted mean for accepted_rows so I can see how each group is performing?"},{"title":"Cross-team data quality reporting","prompt":"We run three dataset groups through our ingestion pipeline and I need a grouped summary report on received_rows with weighted mean stats for the last two weeks of batch records — can you compute that for me across the groups?"},{"title":"Identifying underperforming ingestion batches","prompt":"Here are 120 ingestion batch records across several dataset groups — I want a grouped numeric summary plus the secondary-measure weighted mean for accepted_rows so I can spot which groups have the worst acceptance ratios."}],"resultDescription":"Two independent analytical reports: (1) a grouped numeric summary (e.g. count, min, max, mean, std dev) of the chosen primary measure (received_rows or accepted_rows) broken down by dataset_group, and (2) a weighted mean of the secondary measure using the primary measure as weights — all computed locally from the supplied data, covering up to 200 rows.","failureModes":["Input array exceeds 200 rows — request will be rejected","Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) cause validation failure","Invalid date format (not YYYY-MM-DD) causes schema rejection","Null values in both measure fields for a group may produce undefined weighted mean","Invalid 'field' enum value (not 'received_rows' or 'accepted_rows') causes rejection"],"whenToPreferThis":"Choose this endpoint when you need both a grouped descriptive summary and a weighted mean for data ingestion batch records specifically — it bundles two analytical reports in a single $0.01 call for up to 200 rows. Prefer it over general-purpose analytics when your data already has the ingestion batch schema (received_rows, accepted_rows, dataset_group, date) and you want fast, local computation without any external data lookups or live pipeline access.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:58:27.660Z","isFirstParty":false,"canonicalSlug":"data-ingestion-batches-grouped-numeric-summary-weighted-mean-analytics-032ca7b4"}