{"uid":"cap_4rhdJ_cNBqG2ID5rbcwH7","slug":"data-ingestion-batches-trailing-mean-series-equal-width-histogram-d0ea7d47","name":"Data Ingestion Batches — Trailing Mean Series + Equal-Width Histogram","description":"Data ingestion batches — Trailing mean series + Equal-width histogram: Trailing mean series + 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-01-148?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"},"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_Al6OUCxl3RvtRMQC35ehj","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 trailing mean time series and an equal-width histogram for received_rows or accepted_rows fields across up to 200 data ingestion batch records.","exampleAgentPrompt":"I have 50 ingestion batch records with received_rows and accepted_rows by date and dataset group — can you compute a trailing mean series using a window of 5 and an equal-width histogram with 10 bins on the accepted_rows field?","exampleUseCases":[{"title":"ETL pipeline throughput trend analysis","prompt":"Here are my last 3 months of ingestion batch records with received and accepted row counts — can you run a trailing mean with a window of 7 and a 10-bin histogram on received_rows so I can see the throughput trend and distribution?"},{"title":"Data quality acceptance rate distribution","prompt":"I want to understand how consistently rows are being accepted in my pipeline — run a trailing mean series with window 4 and a 5-bin histogram on accepted_rows for these 80 batch records across my dataset groups."},{"title":"Ingestion anomaly spotting across groups","prompt":"Can you analyze these 120 ingestion batch records for group-a and group-b and give me a trailing mean (window of 3) plus a 15-bin histogram on received_rows so I can spot any unusual spikes or gaps?"}],"resultDescription":"Returns two analytical reports: (1) a trailing mean time series for the selected field (received_rows or accepted_rows) computed with the specified rolling window, and (2) an equal-width histogram with the requested number of bins — both derived from the supplied batch records without any external data lookup.","failureModes":["Fewer than 1 or more than 200 rows provided — rejected by schema validation","Window size larger than the number of rows — trailing mean may produce sparse or no output","Invalid date format (not YYYY-MM-DD) on any row — schema validation error","Bin count outside 1–30 range — request rejected","Null values in received_rows or accepted_rows may affect mean computation","Field value not one of 'received_rows' or 'accepted_rows' — enum validation failure"],"whenToPreferThis":"Choose this endpoint when you have tabular data ingestion batch records (with received_rows and accepted_rows per date and group) and need both a rolling average trend and a frequency distribution histogram in a single low-cost call. Ideal for data engineers wanting quick statistical summaries of pipeline throughput without setting up local analytics infrastructure. Not suitable for real-time monitoring, predictions, or data outside the ingestion batch domain.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T00:52:28.715Z","isFirstParty":false,"canonicalSlug":"data-ingestion-batches-trailing-mean-series-equal-width-histogram-d0ea7d47"}