{"uid":"cap_SvX8oAKb61yFdWQ-22-M0","slug":"style-guide-audits-exact-row-deduplication-iqr-outlier-flags-5e7b5ae4","name":"Style Guide Audits — Exact Row Deduplication + IQR Outlier Flags","description":"Style guide audits — Exact row deduplication + IQR outlier flags: Exact row deduplication + IQR outlier flags for supplied style guide audits records (checked_items, flagged_items). 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-05-049?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","document_group","date","checked_items","flagged_items"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"checked_items":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"flagged_items":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"document_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","checked_items":10,"flagged_items":1,"document_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","checked_items":20,"flagged_items":2,"document_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","checked_items":15,"flagged_items":3,"document_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","checked_items":30,"flagged_items":4,"document_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["checked_items","flagged_items"],"type":"string","default":"checked_items"}}},"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_tvpuXMl_RUlYpdrHP5K2F","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":"Deduplicates exact duplicate rows and flags statistical outliers using IQR analysis for style guide audit records (checked_items, flagged_items), producing two independent analytical reports for up to 200 rows.","exampleAgentPrompt":"Can you deduplicate and flag IQR outliers in my style guide audit records? Here are the rows: row-1 on 2026-10-01 in group-a had 10 checked_items and 1 flagged_items; row-2 on 2026-10-02 in group-b had 20 checked_items and 2 flagged_items — I want both the deduplication report and the outlier flags for checked_items.","exampleUseCases":[{"title":"Monthly style audit data cleanup","prompt":"I have 150 rows of style guide audit data for October and I suspect there are duplicate entries. Can you run exact row deduplication and also flag any IQR outliers in the checked_items column so I can clean up the dataset before reporting?"},{"title":"Flagging anomalous flagged_items counts","prompt":"My style guide audit logs have some suspiciously high flagged_items numbers for certain document groups. Can you analyze up to 200 rows and use IQR outlier detection on the flagged_items field to identify which records are statistically unusual?"},{"title":"Cross-group audit consistency check","prompt":"I have style guide audit records across two document groups — group-a and group-b — and I need to know if any rows are exact duplicates and if the checked_items counts show any outliers. Can you produce both reports for my 80 rows?"}],"resultDescription":"Returns two independent analytical reports: (1) an exact row deduplication report identifying which rows are identical duplicates, and (2) an IQR-based outlier flagging report identifying statistically anomalous values in either checked_items or flagged_items. No external data is fetched; all analysis is performed locally on the supplied rows.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, document_group, date, checked_items, flagged_items) — validation error","Date field does not match YYYY-MM-DD pattern — schema validation failure","Fewer than 1 row supplied — minItems constraint violation","Numeric values outside allowed range (±1,000,000,000,000) — schema rejection","Invalid field enum value (not checked_items or flagged_items) — error"],"whenToPreferThis":"Choose this endpoint when you have style guide audit tabular data (up to 200 rows) and need both exact duplicate removal and IQR-based outlier detection in a single call without any external lookups or predictions. It is ideal for lightweight, self-contained data quality checks on document review metrics where no live data sources or ML models are needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-27T13:06:25.674Z","isFirstParty":false,"canonicalSlug":"style-guide-audits-exact-row-deduplication-iqr-outlier-flags-5e7b5ae4"}