{"uid":"cap_mh67HHEM6838d1zwYIqyu","slug":"data-ingestion-batches-category-frequencies-trailing-mean-series-cba57bce","name":"Data Ingestion Batches — Category Frequencies + Trailing Mean Series","description":"Data ingestion batches — Category frequencies + Trailing mean series: Category frequencies + Trailing mean series 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-01-103?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"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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__-cfvP3g2dLJUHlsDAC8T","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 data ingestion batch records by computing category frequencies and a trailing mean series for received_rows or accepted_rows over up to 200 rows.","exampleAgentPrompt":"Analyze my data ingestion batch records — I have 50 rows with dataset_group, date, received_rows, and accepted_rows — and give me both the category frequency breakdown by dataset_group and the trailing mean series for accepted_rows using a window of 5.","exampleUseCases":[{"title":"ETL pipeline acceptance rate monitoring","prompt":"I have 120 daily ingestion batch records across three dataset groups with received_rows and accepted_rows columns. Can you run a category frequency report on the groups and also compute a trailing mean series for received_rows with a window of 7, so I can spot trends in my ETL pipeline?"},{"title":"Dataset group distribution audit","prompt":"Here are my ingestion batch logs for the last quarter — about 180 rows tagged with dataset_group. I want to know how frequently each group appears (category frequencies) and see a rolling mean of accepted_rows with a window of 10 to understand acceptance trends over time."},{"title":"Data quality batch summary for stakeholders","prompt":"Can you take these 60 ingestion batch rows — each has a date, dataset_group, received_rows, and accepted_rows — and produce a category frequency report plus a trailing mean series on received_rows with window size 3? I need both reports to share with my data quality team."}],"resultDescription":"Returns two analytical reports: (1) category frequencies showing how often each dataset_group value appears across the supplied rows, and (2) a trailing mean series for the selected numeric field (received_rows or accepted_rows) computed over the specified sliding window size — both derived purely from the submitted data with no external lookups.","failureModes":["Fewer than 1 or more than 200 rows submitted — request rejected","Invalid date format (not YYYY-MM-DD) — validation error","Window size outside 2–200 range — rejected","Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) — schema error","Numeric values outside allowed range (-1e12 to 1e12) — validation failure","Non-string row_id exceeding 80 characters — schema error"],"whenToPreferThis":"Choose this endpoint when you need two fast, offline analytical reports — category frequency counts and a trailing mean series — on up to 200 data ingestion batch rows without requiring live data lookup or external enrichment. It is ideal for lightweight ETL monitoring, data quality reviews, or stakeholder summaries where the data is already collected and you need quick distribution and trend insights in a single low-cost call ($0.01 USDC for both reports).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:47.263Z","isFirstParty":false,"canonicalSlug":"data-ingestion-batches-category-frequencies-trailing-mean-series-cba57bce"}