{"uid":"cap_bEy2v3icc2bIjlX8t3e09","slug":"translation-delivery-iqr-outlier-flags-keyed-dataset-comparison-527069a9","name":"Translation Delivery IQR Outlier Flags + Keyed Dataset Comparison","description":"Translation delivery — IQR outlier flags + Keyed dataset comparison: IQR outlier flags + Keyed dataset comparison 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-04-179?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source_words":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"document_group":{"type":"string","default":"","maxLength":80},"translated_words":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source_words":1,"document_group":"group-a","translated_words":10},{"date":"2026-10-02","row_id":"row-2","source_words":2,"document_group":"group-b","translated_words":20},{"date":"2026-10-03","row_id":"row-3","source_words":3,"document_group":"group-a","translated_words":15},{"date":"2026-10-04","row_id":"row-4","source_words":4,"document_group":"group-b","translated_words":30}],"maxItems":200,"minItems":1},"field":{"enum":["translated_words","source_words"],"type":"string","default":"translated_words"},"other":{"type":"array","items":{"type":"object","required":["row_id","document_group","date","translated_words","source_words"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21},{"date":"2026-10-03","row_id":"row-3","source_words":3,"document_group":"group-a","translated_words":17},{"date":"2026-10-04","row_id":"row-4","source_words":4,"document_group":"group-b","translated_words":33}],"maxItems":200,"minItems":0}}},"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_UYT9p4yLi5WgaVQZlcJBl","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 for IQR-based outliers and compares two keyed datasets across translated_words or source_words fields, producing two independent analytical reports.","exampleAgentPrompt":"Can you run IQR outlier detection and a keyed comparison on these two sets of translation delivery records — up to 200 rows each with row_id, document_group, date, translated_words, and source_words — and flag which rows are statistical outliers on translated_words?","exampleUseCases":[{"title":"Flagging outlier translation batches","prompt":"I have 150 translation delivery records with row_id, document_group, date, translated_words, and source_words. Can you run IQR outlier detection on translated_words and flag any rows that look statistically unusual?"},{"title":"Comparing translation output across two periods","prompt":"I want to compare this month's translation delivery data against last month's — same format with row_id, document_group, date, translated_words, and source_words. Can you do a keyed dataset comparison on source_words to show me what changed?"},{"title":"Quality check on multi-group translation project","prompt":"We have delivery records from two document groups across 90 rows. Can you run both IQR outlier flags and a keyed dataset comparison on translated_words to help us spot which rows or groups are out of range?"}],"resultDescription":"Returns two independent analytical reports: (1) IQR outlier flags identifying which rows fall outside the interquartile range for the selected field (translated_words or source_words), and (2) a keyed dataset comparison showing differences between the two supplied datasets matched by row_id.","failureModes":["Exceeding 200 rows will be rejected","Missing required fields (row_id, document_group, date, translated_words, source_words) cause validation errors","Mismatched row_id keys between datasets may reduce comparison coverage","Null values in the selected numeric field may be excluded from IQR calculation","Invalid date format (non-YYYY-MM-DD) will fail schema validation","Payment failure via x402 prevents processing"],"whenToPreferThis":"Choose this endpoint when you need both statistical outlier detection (IQR-based) and a side-by-side keyed comparison on translation delivery records within a single low-cost call. It is ideal for translation project managers or localization analysts who want to audit word count anomalies and compare two dataset snapshots without building custom analytics pipelines. Not suitable for live data lookups, predictive modeling, or datasets exceeding 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:33:34.685Z","isFirstParty":false,"canonicalSlug":"translation-delivery-iqr-outlier-flags-keyed-dataset-comparison-527069a9"}