{"uid":"cap_5TEOog6AtgsmAV49dFtOm","slug":"translation-delivery-numeric-distribution-and-iqr-outlier-flags-0782068b","name":"Translation Delivery Numeric Distribution and IQR Outlier Flags","description":"Translation delivery — Numeric distribution + IQR outlier flags: Numeric distribution + IQR outlier flags 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-04-080?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"}}},"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_RAAMFCHWxx_-BQtoa3dIV","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 IQR-based outlier flags for translation delivery records (translated_words and source_words) across up to 200 supplied rows.","exampleAgentPrompt":"Analyze my translation delivery records for numeric distribution stats and IQR outlier flags on the translated_words field — here are my rows: row-1 on 2026-10-01 in group-a with source_words=1200 and translated_words=1450, row-2 on 2026-10-02 in group-b with source_words=1100 and translated_words=9800, row-3 on 2026-10-03 in group-a with source_words=1050 and translated_words=1300.","exampleUseCases":[{"title":"Detecting bloated translation outputs","prompt":"I have 50 translation job records from last month — can you run a numeric distribution and IQR outlier check on the translated_words field so I can see which jobs produced unusually large or small word counts? Here are the rows with row_id, document_group, date, source_words, and translated_words."},{"title":"Source word count audit across document groups","prompt":"Can you analyze the source_words field in my translation delivery data for distribution stats and flag any IQR outliers? I want to know if any document group submitted suspiciously short or long source documents. I'll give you up to 150 records."},{"title":"QA check before invoicing clients","prompt":"Before I send invoices, I need to verify there are no anomalous translation records — can you compute the numeric distribution and IQR outlier flags for both translated_words and source_words across my 80 delivery rows so I can catch any data entry errors?"}],"resultDescription":"Returns two independent analytical reports (one per field: translated_words and source_words) each containing numeric distribution statistics (min, max, mean, median, quartiles, standard deviation) and IQR-based outlier flags identifying which row_ids fall outside expected ranges, covering up to 200 supplied rows.","failureModes":["Fewer than 1 row supplied — returns validation error","More than 200 rows supplied — request rejected or truncated","Missing required fields (row_id, date, translated_words, source_words) — schema validation failure","Invalid date format (not YYYY-MM-DD) — pattern validation error","Non-numeric values in translated_words or source_words when null not expected — type error","Payment not fulfilled via x402 — 402 Payment Required response"],"whenToPreferThis":"Choose this endpoint when you have up to 200 translation delivery records and need fast, local statistical analysis — specifically numeric distribution summaries and IQR-based outlier detection — on word count fields (translated_words and/or source_words). It is ideal for quality assurance, invoice validation, or anomaly detection in localization pipelines where no external lookup, live prediction, or machine translation is needed. At $0.01 USDC for two reports, it is cost-effective for lightweight batch analytics without requiring a full data warehouse or BI tool.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:33:45.214Z","isFirstParty":false,"canonicalSlug":"translation-delivery-numeric-distribution-and-iqr-outlier-flags-0782068b"}