{"uid":"cap_cAOplPwj6TUn3QSKk86hB","slug":"data-reconciliation-exact-row-deduplication-explicit-missing-value-fill-0df50e3c","name":"Data Reconciliation — Exact Row Deduplication + Explicit Missing-Value Fill","description":"Data reconciliation — Exact row deduplication + Explicit missing-value fill: Exact row deduplication + 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-11-054?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"},"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_gO_Uh30wYrqezqsA4DyUd","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 exactly and fills missing values (zero, mean, or median) in source/target reconciliation data for up to 200 rows, returning 2 independent analytical reports.","exampleAgentPrompt":"I have reconciliation records with source_total and target_total for up to 200 rows across groups like 'group-a' and 'group-b' with dates in YYYY-MM-DD format — can you deduplicate exact duplicate rows and fill any missing source_total values using the median, then give me 2 reports?","exampleUseCases":[{"title":"Finance team reconciliation cleanup","prompt":"I've got a set of daily reconciliation rows comparing source_total and target_total across two dataset groups from October 2026 — there are some duplicates and a handful of null source_total values. Can you deduplicate the exact duplicates and fill the missing source_total values using the median, and give me back 2 clean reports?"},{"title":"ETL pipeline null imputation","prompt":"Our ETL output has up to 150 rows with row_id, date, dataset_group, source_total, and target_total, but some target_total entries are null. Please remove any exact duplicate rows and fill those missing target_total values using zero imputation, then return the two analytical reports."},{"title":"Data quality audit before reporting","prompt":"Before we send our monthly report, I need to clean up our reconciliation dataset — it has about 80 rows tagged with dataset groups and dates, and we think there are duplicate rows plus some missing source_total values. Run exact deduplication and fill the blanks using mean, and give us 2 reports on the result."}],"resultDescription":"Returns 2 independent analytical reports on the submitted reconciliation records: one covering exact row deduplication results and one covering the explicit missing-value fill outcome for the specified field (source_total or target_total) using the chosen method (zero, mean, or median). Reports are generated locally with no external lookups.","failureModes":["More than 200 rows submitted — request rejected due to maxItems constraint","Invalid date format (not YYYY-MM-DD) — schema validation error","row_id missing or empty — required field validation failure","source_total or target_total outside allowed range (-1T to +1T) — validation error","Invalid fill method or field enum value — schema rejection","Empty rows array — minItems:1 constraint violation"],"whenToPreferThis":"Choose this endpoint when you need lightweight, deterministic data reconciliation on a small-to-medium dataset (up to 200 rows) with both exact duplicate removal and missing-value imputation in a single call. It is ideal for ETL post-processing, pre-reporting data quality checks, or financial reconciliation workflows where you want two structured reports at minimal cost ($0.01 USDC). Prefer it over general-purpose data tools when you specifically need both deduplication and null-fill operations applied to source_total/target_total fields simultaneously with no external dependencies.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:21.277Z","isFirstParty":false,"canonicalSlug":"data-reconciliation-exact-row-deduplication-explicit-missing-value-fill-0df50e3c"}