{"uid":"cap_DFmv3gevq9PpSMQ0inOsP","slug":"translation-delivery-analytics-category-frequencies-missing-value-fill-ec320f3e","name":"Translation Delivery Analytics — Category Frequencies + Missing-Value Fill","description":"Translation delivery — Category frequencies + Explicit missing-value fill: Category frequencies + 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-04-112?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_kIeibH7-3OcI2gGSTMxDi","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 to produce category frequency distributions by document_group and explicitly fills missing values in translated_words or source_words using zero, mean, or median imputation.","exampleAgentPrompt":"I have up to 200 translation delivery records with document_group, date, translated_words, and source_words — can you run a category frequency report on translated_words and fill any missing values using median imputation?","exampleUseCases":[{"title":"Document group breakdown for localization team","prompt":"Here are 150 rows of our translation delivery data with document_group and translated_words fields — give me a frequency count of how often each document group appears and fill any missing translated_words using the median."},{"title":"Missing source word count imputation","prompt":"I've got translation job records where some source_words values are null — can you compute category frequencies by document group and fill those missing source_words values using the mean?"},{"title":"Monthly translation pipeline quality check","prompt":"I need two quick reports on this batch of translation records from October 2026: one showing how many records fall into each document group, and one filling any missing translated_words with zero so I can run totals."}],"resultDescription":"Returns two analytical reports: (1) a category frequency table showing how many records fall into each document_group category, and (2) an explicit 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). Covers up to 200 input rows.","failureModes":["Input array exceeds 200 rows — validation error","Missing required fields (row_id, document_group, date, translated_words, source_words) in any row — schema validation failure","Invalid date format (not YYYY-MM-DD) — pattern validation error","Invalid method or field enum value — rejected with schema error","Empty rows array — minItems:1 violation","Numeric values outside allowed range — boundary validation error"],"whenToPreferThis":"Choose this endpoint when you have up to 200 translation delivery records and need two bundled local analytical reports — category frequency distribution by document group and explicit missing-value imputation — without any external lookups, model inference, or live data. It is ideal for lightweight, offline-style data QA and summary tasks on translation pipelines at very low cost ($0.01 USDC for both reports).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T12:33:32.439Z","isFirstParty":false,"canonicalSlug":"translation-delivery-analytics-category-frequencies-missing-value-fill-ec320f3e"}