{"uid":"cap_WZfdLFJdOS2x-CowgFxWk","slug":"translation-delivery-analytics-quality-audit-deduplication-histogram-7f8489d4","name":"Translation Delivery Analytics — Quality Audit, Deduplication & Histogram","description":"Translation delivery — Record quality audit + Exact row deduplication + Equal-width histogram: Record quality audit + Exact row deduplication + Equal-width histogram for supplied translation delivery records (translated_words, source_words). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-writing-04-219?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"rows":{"type":"array","items":{"type":"object","required":["row_id","document_group","date","translated_words","source_words"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source_words":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"document_group":{"type":"string","default":"","maxLength":80},"translated_words":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source_words":1,"document_group":"group-a","translated_words":10},{"date":"2026-10-02","row_id":"row-2","source_words":2,"document_group":"group-b","translated_words":20},{"date":"2026-10-03","row_id":"row-3","source_words":3,"document_group":"group-a","translated_words":15},{"date":"2026-10-04","row_id":"row-4","source_words":4,"document_group":"group-b","translated_words":30}],"maxItems":200,"minItems":1},"field":{"enum":["translated_words","source_words"],"type":"string","default":"translated_words"}}},"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_jF68XtivojITtigRUHxuI","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":"Runs three local analytical reports on translation delivery records: a record quality audit, exact row deduplication, and an equal-width histogram over translated_words or source_words.","exampleAgentPrompt":"Can you audit my translation delivery data for quality issues, deduplicate any exact duplicate rows, and give me an equal-width histogram of translated_words with 10 bins? Here are up to 50 rows with fields: row_id, document_group, date, translated_words, and source_words.","exampleUseCases":[{"title":"Pre-reporting translation data cleanup","prompt":"I have 120 translation delivery records with row_id, document_group, date, translated_words, and source_words — can you run a quality audit to flag bad rows, remove exact duplicates, and show me a 5-bin histogram of translated_words before I submit my monthly report?"},{"title":"Detecting duplicate translation job entries","prompt":"Our translation management system may have logged some jobs twice — can you take these 80 translation records and find any exact duplicate rows, while also auditing the data quality and giving a histogram of source_words across 8 bins?"},{"title":"Word count distribution analysis for a document group","prompt":"I want to understand how translated word counts are distributed across our Q3 localization batch — here are 150 rows with translated_words and source_words. Can you audit quality, deduplicate, and give me an equal-width histogram of translated_words with 10 bins?"}],"resultDescription":"Returns three independent reports: (1) a record quality audit flagging nulls, out-of-range values, and malformed fields per row; (2) an exact row deduplication report identifying and removing identical records; and (3) an equal-width histogram over the selected numeric field (translated_words or source_words) with the specified number of bins, showing value distribution across the supplied dataset.","failureModes":["More than 200 rows submitted — endpoint rejects with a validation error","Missing required fields (row_id, document_group, date, translated_words, source_words) cause row-level errors","Invalid date format (not YYYY-MM-DD) triggers pattern validation failure","bins parameter outside 1–30 range rejected","Numeric values outside ±1,000,000,000,000 range rejected","Empty rows array rejected (minItems: 1)","Payment failure or insufficient USDC balance prevents call from completing"],"whenToPreferThis":"Choose this endpoint when you need a fast, offline analytical pass over up to 200 translation delivery records combining three reports in one call — quality auditing, deduplication, and histogram — without requiring any external data lookup, live translation service, or prediction. It is cost-effective at $0.01 USDC for all three reports simultaneously. Prefer it over general-purpose data tools when your data specifically has the translation delivery schema (translated_words, source_words, document_group).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-29T18:36:47.387Z","isFirstParty":false,"canonicalSlug":"translation-delivery-analytics-quality-audit-deduplication-histogram-7f8489d4"}