{"uid":"cap_AxvHEQnVMbj5WbCNEGiLM","slug":"translation-delivery-analytics-numeric-distribution-missing-value-fill-5f8b394b","name":"Translation Delivery Analytics — Numeric Distribution & Missing-Value Fill","description":"Translation delivery — Numeric distribution + Explicit missing-value fill: Numeric distribution + 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-04-085?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_amp4LMQsWn0IVoXuwHSvR","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":"Computes numeric distribution statistics and fills missing values (zero/mean/median) for translation delivery records containing translated_words and source_words fields.","exampleAgentPrompt":"I have up to 200 translation delivery records with translated_words and source_words columns — some values are missing. Can you run a numeric distribution report on translated_words and fill the missing values using the median method?","exampleUseCases":[{"title":"Translation volume distribution audit","prompt":"I have 150 rows of translation delivery data with document groups and dates. Can you analyze the numeric distribution of translated_words across all rows and fill any missing values using the mean?"},{"title":"Source word count gap analysis","prompt":"My translation records have some null source_words entries. Run a distribution report on source_words for these rows and impute the missing values using zero so I can see the full spread."},{"title":"Localization QA before billing","prompt":"Before I send this translation batch to billing, can you check the distribution of translated_words across these delivery records and fill any blanks with the median value? I have about 80 rows with document groups and dates."}],"resultDescription":"Returns two analytical reports: (1) a numeric distribution summary (e.g. min, max, mean, percentiles, histogram) for the specified field (translated_words or source_words), and (2) a missing-value fill report showing which rows had nulls and what imputed values were assigned using the chosen method (zero, mean, or median). Covers up to 200 input rows.","failureModes":["Exceeds 200-row limit — request rejected","Invalid date format (must be YYYY-MM-DD)","Missing required fields (row_id, document_group, date)","Invalid method enum value (must be zero, mean, or median)","Invalid field enum value (must be translated_words or source_words)","All values null with mean/median method — imputation undefined"],"whenToPreferThis":"Choose this endpoint when you have translation delivery data with translated_words or source_words columns and need both a statistical distribution summary and missing-value imputation in a single call. Ideal for localization pipelines, translation vendor reporting, or pre-billing QA where null handling and volume spread analysis are needed together without external data lookups or ML predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-29T13:17:29.567Z","isFirstParty":false,"canonicalSlug":"translation-delivery-analytics-numeric-distribution-missing-value-fill-5f8b394b"}