{"uid":"cap_mm7ghkupRj7gcRhgxxk0K","slug":"data-reconciliation-category-frequencies-adjacent-row-changes-6224d6b2","name":"Data Reconciliation — Category Frequencies + Adjacent Row Changes","description":"Data reconciliation — Category frequencies + Adjacent row changes: Category frequencies + Adjacent row changes 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-11-104?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"}}},"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_0mhdzVImRGPQvfLBcmrNx","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 reconciliation rows to produce two reports: category frequency distribution and adjacent row change detection for source/target totals.","exampleAgentPrompt":"Can you run category frequencies and adjacent row change analysis on my reconciliation records — I have 4 rows across group-a and group-b from 2026-10-01 to 2026-10-04 with source and target totals, and I want to analyze the source_total field?","exampleUseCases":[{"title":"Financial batch reconciliation audit","prompt":"I have a batch of 150 reconciliation rows from last month with source and target totals per dataset group — can you run category frequencies to see which groups dominate and flag any adjacent row changes in the source_total values?"},{"title":"ETL pipeline discrepancy review","prompt":"We ran an ETL last night and I have source and target totals for each row. Can you give me a frequency breakdown by dataset_group and also show me where consecutive rows changed significantly in target_total?"},{"title":"Daily ledger group distribution check","prompt":"Here are today's 50 reconciliation records across our accounting groups with dates and source/target totals — run both the category frequency report and the adjacent row change report on the source_total field so I can see group distribution and sequential shifts."}],"resultDescription":"Returns two analytical reports: (1) a category frequency table showing how often each dataset_group value appears across the submitted rows, and (2) an adjacent row change report showing value differences between consecutive rows for the selected field (source_total or target_total). No external lookups or predictions are made; all analysis is performed locally on the supplied data.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, dataset_group, date, source_total, target_total) causes schema rejection","Invalid date format (non-YYYY-MM-DD) fails pattern validation","Numeric values outside ±1,000,000,000,000 are rejected","Submitting fewer than 1 row fails minItems validation","Payment failure via x402 protocol blocks execution"],"whenToPreferThis":"Choose this endpoint when you need simultaneous group frequency analysis and sequential change detection on reconciliation data in a single low-cost call. Ideal for ETL validation, financial close processes, or audit workflows where you need to understand both category distribution and row-to-row value shifts without external data access or prediction.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:49.609Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-category-frequencies-adjacent-row-changes-6224d6b2"}