{"uid":"cap_u9_3NP2b-6u9MVzJtBnXA","slug":"translation-delivery-data-adjacent-row-changes-missing-value-fill-f17b1339","name":"Translation Delivery Data — Adjacent Row Changes & Missing Value Fill","description":"Translation delivery — Adjacent row changes + Explicit missing-value fill: Adjacent row changes + 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-04-162?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_Y9K826b7voC5CRHOw_I88","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 produce two reports: adjacent row change detection and explicit missing-value imputation.","exampleAgentPrompt":"I have up to 200 rows of translation delivery records with translated_words and source_words — can you run the adjacent row changes report AND fill any missing translated_words values using the median method on this dataset?","exampleUseCases":[{"title":"Spotting word count drift across translation batches","prompt":"Here are my translation delivery rows for October — each has a date, document_group, and translated_words count. Can you detect where adjacent rows show big changes in translated_words and also fill any nulls using the median?"},{"title":"Auditing missing source word counts in localization logs","prompt":"I've got 150 rows of localization delivery data and some source_words fields are blank. Run the missing-value fill using zero-fill method on source_words, and also show me the adjacent row changes for that field."},{"title":"QA check on translation throughput data before reporting","prompt":"Before I submit this translation throughput report, can you check these records for adjacent row changes in translated_words and impute any missing values using the mean — I have about 80 rows across two document groups."}],"resultDescription":"Returns two analytical reports: (1) an adjacent row changes report showing where consecutive rows differ in the selected field (translated_words or source_words), and (2) a missing-value fill report showing which rows had null/missing values and what replacement values were assigned using the chosen method (zero, mean, or median). No external data is fetched; all computation is local.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, date, document_group) causes row rejection","Invalid date format (non-YYYY-MM-DD) triggers pattern validation failure","Values outside ±1,000,000,000,000 range are rejected by schema","Unsupported fill method or field enum value returns an input error","Empty rows array (minItems:1 violated) returns a schema error"],"whenToPreferThis":"Choose this endpoint when you have tabular translation delivery data (translated_words, source_words) and need two specific analytical outputs — adjacent row change detection and missing-value imputation — without any external lookups or predictions. It is ideal for pre-reporting data quality checks on localization pipelines at very low cost ($0.01 for both reports on up to 200 rows). Prefer this over general-purpose analytics tools when the domain is specifically translation word count records and you want deterministic, local computation.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-29T18:36:44.638Z","isFirstParty":false,"canonicalSlug":"translation-delivery-data-adjacent-row-changes-missing-value-fill-f17b1339"}