{"uid":"cap_3Me1XseI0sGS3jvz_mvwJ","slug":"data-reconciliation-numeric-distribution-interval-filter-analytics-c11d8712","name":"Data Reconciliation — Numeric Distribution & Interval Filter Analytics","description":"Data reconciliation — Numeric distribution + Numeric interval filter: Numeric distribution + Numeric interval filter for supplied data reconciliation records (source_total, target_total). 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-11-074?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","source_total","target_total"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source_total":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"target_total":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source_total":10,"target_total":1,"dataset_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","source_total":20,"target_total":2,"dataset_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","source_total":15,"target_total":3,"dataset_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","source_total":30,"target_total":4,"dataset_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["source_total","target_total"],"type":"string","default":"source_total"},"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_g3w9kVvJreNMDQSk7J8Ae","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":"Runs two analytical reports on supplied data reconciliation rows: a numeric distribution summary and a numeric interval filter, for source_total and target_total fields across up to 200 rows.","exampleAgentPrompt":"Can you run a numeric distribution and interval filter report on my reconciliation data — I have 50 rows with source_total and target_total values, and I want to filter on source_total between 0 and 5000?","exampleUseCases":[{"title":"Financial reconciliation distribution audit","prompt":"I have 120 reconciliation rows with source and target totals for October — can you generate a numeric distribution report and filter source_total values between 1000 and 50000 so I can see where the bulk of our figures land?"},{"title":"Cross-system data gap analysis","prompt":"We're reconciling two data pipelines for dataset groups 'warehouse' and 'retail' across 80 daily rows. Run a numeric distribution and interval filter on target_total between -500 and 500 so we can spot which rows are near zero or in deficit."},{"title":"Month-end close reconciliation check","prompt":"For our month-end close, I've got 200 reconciliation records with source_total and target_total — can you give me a distribution breakdown and filter target_total to only show rows between 0 and 100000?"}],"resultDescription":"Returns two analytical reports for the supplied reconciliation rows: (1) a numeric distribution summary showing spread, quantiles, and distribution characteristics of the chosen field (source_total or target_total), and (2) a numeric interval filter report listing which rows fall within the specified minimum–maximum range. Up to 200 rows processed per call.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","source_total or target_total values outside ±1,000,000,000,000 — schema validation error","Missing required row fields (row_id, dataset_group, date, source_total, target_total) — validation failure","Invalid date format (not YYYY-MM-DD) — schema pattern mismatch","minimum greater than maximum — interval filter returns empty or erroneous results","Payment not included or insufficient USDC — x402 payment required error"],"whenToPreferThis":"Choose this endpoint when you need simultaneous numeric distribution analysis and interval-bounded filtering on data reconciliation records containing source and target totals. It is ideal for finance, data engineering, or ETL teams performing source-vs-target comparison analytics without needing live lookups, predictions, or external integrations. The bundled two-report format (distribution + interval filter) at $0.01 per call makes it cost-efficient for batch reconciliation QA workflows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:47:07.534Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-numeric-distribution-interval-filter-analytics-c11d8712"}