{"uid":"cap_x2sCKAi0H7_ExfO6p3sNJ","slug":"localization-coverage-row-deduplication-missing-value-fill-a879f0ac","name":"Localization Coverage — Row Deduplication & Missing-Value Fill","description":"Localization coverage — Exact row deduplication + Explicit missing-value fill: Exact row deduplication + Explicit missing-value fill for supplied localization coverage records (source_strings, translated_strings). 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-game-18-054?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","game_area","date","source_strings","translated_strings"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"game_area":{"type":"string","default":"","maxLength":80},"source_strings":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"translated_strings":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","game_area":"group-a","source_strings":10,"translated_strings":1},{"date":"2026-10-02","row_id":"row-2","game_area":"group-b","source_strings":20,"translated_strings":2},{"date":"2026-10-03","row_id":"row-3","game_area":"group-a","source_strings":15,"translated_strings":3},{"date":"2026-10-04","row_id":"row-4","game_area":"group-b","source_strings":30,"translated_strings":4}],"maxItems":200,"minItems":1},"field":{"enum":["source_strings","translated_strings"],"type":"string","default":"source_strings"},"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_wYYR6rHoWAR0bM37nOeUh","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 localization coverage data (source_strings, translated_strings) for up to 200 records, returning 2 analytical reports.","exampleAgentPrompt":"Can you deduplicate my localization coverage rows and fill any missing translated_strings values using median imputation? I have records for game areas like 'group-a' and 'group-b' across October 2026, up to 40 rows total.","exampleUseCases":[{"title":"Game UI localization data cleanup","prompt":"I've got about 80 rows of localization coverage data for my game's UI areas — some rows got duplicated during export and some translated_strings counts are null. Can you deduplicate them and fill the missing translated_strings using the median value?"},{"title":"Translation progress audit before release","prompt":"Before our game ships, I need to clean up our translation coverage records — remove any exact duplicate rows and replace null source_strings entries with zero so our coverage report is accurate. I have around 150 rows across multiple game areas."},{"title":"Localization QA for multi-area game build","prompt":"We track localization progress by game_area and date, but our pipeline sometimes produces duplicate rows and leaves some translated_strings blank. Can you run deduplication and fill those missing translated_strings using the mean across the dataset? About 60 rows for areas like 'dialogue', 'menus', and 'cutscenes'."}],"resultDescription":"Returns 2 analytical reports covering: (1) exact row deduplication results showing which rows were removed and how many duplicates were found, and (2) missing-value fill results showing which source_strings or translated_strings fields were null and what values were imputed using the chosen method (zero, mean, or median). No external lookups or live data — analysis is performed locally on the supplied rows.","failureModes":["Input array is empty or exceeds 200 rows — validation error returned","Invalid date format (not YYYY-MM-DD) on any row — schema validation failure","row_id missing or empty — required field error","source_strings or translated_strings value outside allowed numeric range — schema rejection","Invalid method enum value (not zero/mean/median) — validation error","Payment of 0.01 USDC not completed — 402 Payment Required response"],"whenToPreferThis":"Choose this endpoint when you have up to 200 localization coverage records (source_strings, translated_strings counts) that need exact duplicate row removal and null value imputation in a single low-cost call. Ideal for game localization pipelines where data export artifacts introduce duplicates and gaps. Prefer this over generic data-cleaning tools when your data is specifically structured around game_area, date, source_strings, and translated_strings fields and you need two bundled reports (deduplication + fill) at a fixed cost of $0.01 USDC.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:37:37.793Z","isFirstParty":false,"canonicalSlug":"localization-coverage-row-deduplication-missing-value-fill-a879f0ac"}