{"uid":"cap_B2ReyivaqdRL8-Z1x-XdR","slug":"style-guide-audits-exact-row-deduplication-explicit-missing-value-fill-3355ca99","name":"Style Guide Audits — Exact Row Deduplication + Explicit Missing-Value Fill","description":"Style guide audits — Exact row deduplication + Explicit missing-value fill: Exact row deduplication + Explicit missing-value fill for supplied style guide audits records (checked_items, flagged_items). 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-writing-05-054?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","document_group","date","checked_items","flagged_items"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"checked_items":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"flagged_items":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"document_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","checked_items":10,"flagged_items":1,"document_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","checked_items":20,"flagged_items":2,"document_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","checked_items":15,"flagged_items":3,"document_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","checked_items":30,"flagged_items":4,"document_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["checked_items","flagged_items"],"type":"string","default":"checked_items"},"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_rNBk_kxFuZx-Xy0eagHyK","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 exact duplicate rows and fills missing values in style guide audit records (checked_items, flagged_items) for up to 200 rows, producing 2 independent analytical reports.","exampleAgentPrompt":"Clean up my style guide audit records by removing exact duplicate rows and filling any missing checked_items values using median imputation — I have about 150 rows across multiple document groups and need 2 reports back.","exampleUseCases":[{"title":"Deduplicating writing audit logs","prompt":"I have a style guide audit export with some duplicate rows that crept in — can you deduplicate them exactly and fill any missing flagged_items using the mean, then give me the cleaned reports? There are around 80 rows across three document groups."},{"title":"Imputing nulls in compliance records","prompt":"My document compliance audit dataset has null values in checked_items for a few rows. Can you fill those missing values using zero-fill and also deduplicate any exact duplicate records? I'll send up to 100 rows."},{"title":"Preparing audit data for reporting","prompt":"Before I generate our monthly writing quality report, I need the style guide audit data cleaned — remove exact duplicate rows and fill missing flagged_items using median. I have data for about 200 rows across several document groups dated from 2026-10-01 onward."}],"resultDescription":"Two independent analytical reports covering: (1) exact duplicate row removal results showing which rows were deduplicated, and (2) explicit missing-value fill results for the specified field (checked_items or flagged_items) using the chosen method (zero, mean, or median), applied to up to 200 input rows.","failureModes":["Input array exceeds 200 rows — request will be rejected or truncated","Missing required fields (row_id, document_group, date) cause validation errors","Invalid date format (not YYYY-MM-DD) fails schema validation","Unsupported fill method enum value causes rejection","Empty rows array returns error","All rows are duplicates may result in minimal output dataset"],"whenToPreferThis":"Choose this endpoint when you need lightweight, deterministic data cleaning on style guide audit records specifically — deduplication and null-filling with no external lookups, predictions, or professional assessments. Best for batch preprocessing of up to 200 audit rows before downstream reporting or analysis, at very low cost ($0.01 USDC for 2 reports).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T06:46:59.294Z","isFirstParty":false,"canonicalSlug":"style-guide-audits-exact-row-deduplication-explicit-missing-value-fill-3355ca99"}