{"uid":"cap_C7RmvkNoXqFdkenA7_-JS","slug":"business-location-inventories-duplicate-key-report-iqr-outlier-flags-13655730","name":"Business Location Inventories — Duplicate Key Report + IQR Outlier Flags","description":"Business location inventories — Duplicate key report + IQR outlier flags: Duplicate key report + IQR outlier flags for supplied business location inventories records (location_count, verified_locations). 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-company-05-065?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","location_count","verified_locations"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"company_group":{"type":"string","default":"","maxLength":80},"location_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"verified_locations":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","location_count":10,"verified_locations":1},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","location_count":20,"verified_locations":2},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","location_count":15,"verified_locations":3},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","location_count":30,"verified_locations":4}],"maxItems":200,"minItems":1},"field":{"enum":["location_count","verified_locations"],"type":"string","default":"location_count"}}},"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_0G-dXflECNPLeZdPv3bZW","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 up to 200 rows of business location inventory data to produce a duplicate key report and IQR-based outlier flags for location_count or verified_locations fields.","exampleAgentPrompt":"Can you check this batch of business location inventory records for duplicate row IDs and flag any IQR outliers in the location_count field? I have about 50 rows with columns for row_id, company_group, date, location_count, and verified_locations.","exampleUseCases":[{"title":"Duplicate detection in location records","prompt":"I have 120 rows of business location inventory data with row_id, company_group, date, location_count, and verified_locations — can you run a duplicate key report to find any repeated entries?"},{"title":"Outlier flagging in verified locations","prompt":"Can you analyze my 80-row location inventory dataset and flag any statistical outliers in the verified_locations field using IQR detection? I want to know which records look suspicious."},{"title":"Data quality audit before reporting","prompt":"Before I send this location inventory dataset to my manager, can you check all 150 rows for both duplicate row IDs and IQR-based outliers in location_count so I can clean up any bad records first?"}],"resultDescription":"Returns two independent analytical reports for the submitted dataset: (1) a duplicate key report identifying rows that share the same key combination, and (2) IQR outlier flags marking rows whose location_count or verified_locations values fall outside the interquartile range. No external lookups or predictions are made — all analysis is performed locally on the supplied data.","failureModes":["Fewer than 1 row submitted — validation error","More than 200 rows submitted — exceeds row limit, request rejected","Missing required fields (row_id, company_group, date, location_count, verified_locations) — schema validation error","Invalid date format (not YYYY-MM-DD) — pattern validation failure","Numeric values outside allowed range (-1T to +1T) — schema rejection","Invalid field enum value (not 'location_count' or 'verified_locations') — rejected"],"whenToPreferThis":"Choose this endpoint when you need lightweight, local data quality checks on business location inventory records — specifically duplicate key detection and IQR-based outlier flagging — on datasets up to 200 rows. It is ideal for pre-processing or auditing steps before aggregation or reporting, where no external data, live lookups, or ML predictions are required. Prefer alternatives when your dataset exceeds 200 rows, when you need distribution analysis beyond IQR, or when you need outlier detection on fields other than location_count or verified_locations.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:12.315Z","isFirstParty":false,"canonicalSlug":"business-location-inventories-duplicate-key-report-iqr-outlier-flags-13655730"}