{"uid":"cap_wyW0jz9A9XVsB_gcAT38c","slug":"data-ingestion-batches-exact-row-deduplication-equal-width-histogram-cb151b34","name":"Data Ingestion Batches — Exact Row Deduplication + Equal-Width Histogram","description":"Data ingestion batches — Exact row deduplication + Equal-width histogram: Exact row deduplication + 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-01-048?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_zRCW9rwWsRjPMlrZfmI95","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":"Deduplicates rows and generates an equal-width histogram for data ingestion batch records (received_rows, accepted_rows) across up to 200 rows.","exampleAgentPrompt":"Can you deduplicate my data ingestion batch records and generate a 10-bin equal-width histogram of the received_rows field? Here are the records: row-1 on 2024-01-01, dataset_group 'sales', received_rows 500, accepted_rows 480; row-2 on 2024-01-02, dataset_group 'sales', received_rows 300, accepted_rows 290.","exampleUseCases":[{"title":"ETL pipeline deduplication audit","prompt":"I have a list of daily ingestion batch records — some rows look like duplicates. Can you run exact row deduplication and also bin the accepted_rows values into 8 equal-width buckets so I can see the distribution? Records include row-1 through row-50 across dataset groups 'orders' and 'inventory' from January 2024."},{"title":"Received vs accepted row distribution analysis","prompt":"Take these 120 data ingestion batch rows for dataset_group 'transactions' and give me a 5-bin histogram of the received_rows column, plus remove any exact duplicate rows before analysis — dates range from 2024-03-01 to 2024-06-30."},{"title":"Monthly ingestion quality report","prompt":"I want to check our monthly ingestion data for duplicates and understand how accepted_rows are distributed — can you deduplicate these 80 batch records and produce a 6-bin equal-width histogram on accepted_rows? The records span dataset_group 'clickstream' across October 2024."}],"resultDescription":"Returns two reports: (1) an exact row deduplication report identifying duplicate rows and the deduplicated dataset, and (2) an equal-width histogram report binning the chosen numeric field (received_rows or accepted_rows) into the specified number of bins, with counts per bin. Both reports are computed locally on the supplied data with no external lookups.","failureModes":["More than 200 rows submitted — request rejected or truncated","Invalid date format (not YYYY-MM-DD) causes row validation failure","Missing required fields (row_id, dataset_group, date) cause schema rejection","bins value outside 1–30 range causes parameter rejection","Numeric values outside ±1,000,000,000,000 range rejected","Empty rows array returns error","Field enum value not 'received_rows' or 'accepted_rows' causes rejection"],"whenToPreferThis":"Choose this endpoint when you need both exact row deduplication and a histogram distribution analysis on data ingestion batch metrics (received_rows or accepted_rows) in a single call. It is ideal for ETL pipeline quality audits, ingestion monitoring dashboards, and data quality checks where you supply your own batch records and need two analytical reports cheaply at $0.01 per call for up to 200 rows. Prefer alternatives if you need live data lookup, correlation analysis, forecasting, or work with more than 200 rows at a time.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:46.366Z","isFirstParty":false,"canonicalSlug":"data-ingestion-batches-exact-row-deduplication-equal-width-histogram-cb151b34"}