{"uid":"cap_lSH8MUKThvix7uWAJkTTn","slug":"data-ingestion-batches-analytics-weighted-mean-date-category-pivot-6abf83ea","name":"Data Ingestion Batches Analytics — Weighted Mean & Date-Category Pivot","description":"Data ingestion batches — Secondary-measure weighted mean + Date by category pivot: Secondary-measure weighted mean + Date by category pivot 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-01-185?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_yhojsyNe9h6QIXgi59Nwb","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 secondary-measure weighted mean and a date-by-category pivot table for up to 200 data ingestion batch records (received_rows, accepted_rows) using local analytical engines.","exampleAgentPrompt":"I have 150 rows of data ingestion batch records with dataset_group, date, received_rows, and accepted_rows — can you compute the weighted mean for accepted_rows and also give me a date-by-category pivot table for those records?","exampleUseCases":[{"title":"Pipeline acceptance rate analysis","prompt":"Here are my ingestion batch records for October — each row has a dataset group, a date, and counts of received vs accepted rows. Can you give me the weighted mean for accepted_rows and a pivot of accepted_rows by date and dataset group?"},{"title":"Received rows volume by group and date","prompt":"I've got batch ingestion data across 4 dataset groups spanning 3 weeks. Can you compute the weighted mean for received_rows and show me a date-by-category pivot so I can see which groups had the highest volume on which days?"},{"title":"Audit ingestion batch quality across categories","prompt":"I need to audit my data pipeline — here are 200 ingestion batch records with received and accepted row counts by dataset group and date. Give me a weighted mean of received_rows and a date-by-category breakdown so I can spot quality issues."}],"resultDescription":"Returns two analytical reports: (1) a secondary-measure weighted mean for the selected field (received_rows or accepted_rows) across the supplied batch records, and (2) a date-by-category pivot table cross-tabulating the selected metric by date and dataset_group, covering up to 200 input rows.","failureModes":["More than 200 rows submitted — request rejected or truncated","Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Field value outside allowed numeric range — rejected","Empty rows array — no output produced"],"whenToPreferThis":"Choose this endpoint when you have tabular data ingestion batch records with received/accepted row counts and need both a weighted mean summary statistic and a date-by-category pivot in a single low-cost call. Ideal for data engineers and pipeline monitors who want offline analytical summaries without external data lookups or live computations.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T18:48:28.675Z","isFirstParty":false,"canonicalSlug":"data-ingestion-batches-analytics-weighted-mean-date-category-pivot-6abf83ea"}