{"uid":"cap_xBPk9uAqtL1DgpFzq8hJL","slug":"data-reconciliation-keyed-dataset-comparison-with-missing-value-fill-0c8eaf0b","name":"Data Reconciliation — Keyed Dataset Comparison with Missing-Value Fill","description":"Data reconciliation — Keyed dataset comparison + Explicit missing-value fill: Keyed dataset comparison + Explicit missing-value fill 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-11-190?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source_total":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"target_total":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source_total":10,"target_total":1,"dataset_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","source_total":20,"target_total":2,"dataset_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","source_total":15,"target_total":3,"dataset_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","source_total":30,"target_total":4,"dataset_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["source_total","target_total"],"type":"string","default":"source_total"},"other":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","source_total","target_total"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21,"target_total":2,"dataset_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","source_total":17,"target_total":3,"dataset_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","source_total":33,"target_total":4,"dataset_group":"group-b"}],"maxItems":200,"minItems":0},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_qm229PYchDM7zJzyLS4_T","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":"Compares two keyed datasets row-by-row, identifies discrepancies between source_total and target_total, and fills explicit missing values, producing two analytical reports for up to 200 rows.","exampleAgentPrompt":"Can you reconcile these two datasets for me? I have up to 200 rows each with a row_id, dataset_group, date, source_total, and target_total — compare them side by side keyed by row_id and fill any missing values, then give me two reports showing where source_total figures diverge.","exampleUseCases":[{"title":"Monthly finance close reconciliation","prompt":"I need to reconcile our October 2026 ledger data — I have two sets of up to 150 rows, each with row_id, dataset_group, date, source_total and target_total. Can you compare them keyed by row_id, fill any nulls, and give me a report on where the source_total values differ between the two datasets?"},{"title":"ETL pipeline output validation","prompt":"After our ETL run, I have a source extract and a target load result, each up to 200 rows with row_id, dataset_group, date, source_total and target_total. Please do a keyed comparison on source_total to find any rows where the values don't match and flag where data is missing."},{"title":"Cross-system sales total verification","prompt":"We pull sales totals from two different systems every week — can you take both datasets (up to 100 rows each, with row_id, dataset_group, date, source_total and target_total) and compare them by row_id on the target_total field, filling in any missing entries and producing two reconciliation reports?"}],"resultDescription":"Returns two analytical reports per call: a keyed row-by-row comparison report showing differences between source_total and target_total across both supplied datasets, and an explicit missing-value fill report identifying and resolving null entries — all computed locally with no external lookups, covering up to 200 rows per dataset.","failureModes":["Exceeding 200 rows triggers a validation error","Missing required fields (row_id, dataset_group, date, source_total, target_total) cause schema rejection","Dates not matching YYYY-MM-DD pattern are rejected","Values outside ±1,000,000,000,000 range are rejected","row_id longer than 80 characters is rejected","Submitting fewer than 1 row causes an error"],"whenToPreferThis":"Choose this endpoint when you need a lightweight, low-cost ($0.01 USDC) batch reconciliation of two keyed datasets up to 200 rows each, with explicit missing-value handling and two independent analytical reports — particularly when no external data lookup, prediction, or live enrichment is needed and all data is supplied by the caller.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:41.140Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-keyed-dataset-comparison-with-missing-value-fill-0c8eaf0b"}