{"uid":"cap_vH-fDYfPlBU-5FzUFfrm2","slug":"data-ingestion-batches-numeric-interval-filter-keyed-dataset-comparison-21161b7d","name":"Data Ingestion Batches — Numeric Interval Filter + Keyed Dataset Comparison","description":"Data ingestion batches — Numeric interval filter + Keyed dataset comparison: Numeric interval filter + Keyed dataset comparison 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-01-134?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"accepted_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"received_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","accepted_rows":1,"dataset_group":"group-a","received_rows":10},{"date":"2026-10-02","row_id":"row-2","accepted_rows":2,"dataset_group":"group-b","received_rows":20},{"date":"2026-10-03","row_id":"row-3","accepted_rows":3,"dataset_group":"group-a","received_rows":15},{"date":"2026-10-04","row_id":"row-4","accepted_rows":4,"dataset_group":"group-b","received_rows":30}],"maxItems":200,"minItems":1},"field":{"enum":["received_rows","accepted_rows"],"type":"string","default":"received_rows"},"other":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","received_rows","accepted_rows"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21},{"date":"2026-10-03","row_id":"row-3","accepted_rows":3,"dataset_group":"group-a","received_rows":17},{"date":"2026-10-04","row_id":"row-4","accepted_rows":4,"dataset_group":"group-b","received_rows":33}],"maxItems":200,"minItems":0},"maximum":{"type":"number","default":100,"maximum":1000000000000,"minimum":-1000000000000},"minimum":{"type":"number","default":0,"maximum":1000000000000,"minimum":-1000000000000}}},"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_1hciovW-G1UW0eCCwPXLY","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 up to 200 data ingestion batch records by applying a numeric interval filter and comparing two keyed datasets on received_rows or accepted_rows fields.","exampleAgentPrompt":"Run a numeric interval filter and keyed dataset comparison on my two ingestion batch datasets — here's the primary set with received_rows and accepted_rows per dataset_group and date, and here's the comparison set; filter on the received_rows field.","exampleUseCases":[{"title":"Pipeline acceptance rate anomaly detection","prompt":"I have two weeks of ingestion batch records with received_rows and accepted_rows per dataset_group and date — run an interval filter on accepted_rows and compare the two datasets side by side so I can spot which groups have unusual acceptance rates."},{"title":"Cross-period ingestion batch comparison","prompt":"Compare these two ingestion batch datasets from October and November — both have row_id, dataset_group, date, received_rows, and accepted_rows — and filter by received_rows so I can see where the numbers diverged between periods."},{"title":"Dataset group performance audit","prompt":"I want to audit my data ingestion pipeline: here are up to 200 batch records split into a baseline and a current snapshot, both with dataset_group and accepted_rows — run the interval filter and keyed comparison on accepted_rows to flag any groups that changed significantly."}],"resultDescription":"Returns two independent analytical reports: (1) a numeric interval filter report identifying which rows fall within specified ranges for the chosen field (received_rows or accepted_rows), and (2) a keyed dataset comparison report matching rows by row_id across the primary and comparison datasets to surface differences — all computed locally without external lookups.","failureModes":["Fewer than 1 row or more than 200 rows submitted returns a validation error","Invalid date format (not YYYY-MM-DD) causes schema rejection","Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) causes row-level rejection","Field enum value outside 'received_rows' or 'accepted_rows' causes invalid input error","Numeric values outside ±1,000,000,000,000 range rejected","Payment not provided or insufficient USDC causes 402 error"],"whenToPreferThis":"Choose this endpoint when you need both interval-based filtering and keyed cross-dataset comparison on data ingestion batch metrics (received_rows / accepted_rows) in a single $0.01 call for up to 200 rows. Prefer it over generic analytics tools when working specifically with ingestion pipeline batch records structured by dataset_group and date, and when you need two distinct analytical perspectives (interval filter + comparison) without any external data lookups or live API calls.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T18:48:40.508Z","isFirstParty":false,"canonicalSlug":"data-ingestion-batches-numeric-interval-filter-keyed-dataset-comparison-21161b7d"}