{"uid":"cap_pKbOt5s9Z97lnxR3k7Mf2","slug":"translation-delivery-data-quality-duplicate-key-report-missing-value-8b63cc0c","name":"Translation Delivery Data Quality — Duplicate Key Report + Missing Value Fill","description":"Translation delivery — Duplicate key report + Explicit missing-value fill: Duplicate key report + Explicit missing-value fill for supplied translation delivery records (translated_words, source_words). 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-04-070?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"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"},"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_Hrm0K-o7ZcPFG-su_n-Lv","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":"Analyzes translation delivery records (translated_words, source_words) to identify duplicate row keys and fill explicit missing values, producing two independent data quality reports for up to 200 rows.","exampleAgentPrompt":"Check my translation delivery records for duplicate row IDs and fill any missing translated_words values using the median — here are up to 200 rows with row_id, document_group, date, translated_words, and source_words.","exampleUseCases":[{"title":"Deduplicating translation job export","prompt":"I just exported my translation job records and I think there are duplicate row IDs in there. Can you run a duplicate key check and also fill any missing translated_words with the median? I'll give you the rows with row_id, document_group, date, translated_words, and source_words."},{"title":"Cleaning localization word counts before billing","prompt":"Before I send our monthly translation invoice, I need to clean up the word count data — can you flag any duplicate entries and replace any null source_words values with zero so the totals are complete?"},{"title":"Validating document group translation records","prompt":"I have a batch of document group translation records and I need two things: a report of any duplicate row IDs, and a version where missing translated_words are filled in using the mean. Here are the rows — can you run both checks?"}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying rows with repeated row_id values, and (2) a missing-value fill report where null or absent values in the specified field (translated_words or source_words) are replaced using the chosen method (zero, mean, or median). Both reports are computed locally without external lookups.","failureModes":["Input array is empty or exceeds 200 rows — request rejected","row_id field missing or blank on one or more rows — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Unrecognized fill method or field enum value — request rejected","All values in target field are null, making mean/median undefined — may return zero or error"],"whenToPreferThis":"Choose this endpoint when you need lightweight, offline data quality checks specifically on translation delivery records with translated_words and source_words fields. It is ideal for pre-billing audits, localization pipeline cleanup, or batch validation of word count exports where you need both duplicate detection and missing value imputation in a single low-cost call without any external API dependencies or live data lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-30T12:38:41.574Z","isFirstParty":false,"canonicalSlug":"translation-delivery-data-quality-duplicate-key-report-missing-value-8b63cc0c"}