{"uid":"cap_H49qNXScbUJd5RDB-_67v","slug":"business-location-inventories-exact-row-deduplication-iqr-outlier-flags-2fb0b49c","name":"Business Location Inventories — Exact Row Deduplication + IQR Outlier Flags","description":"Business location inventories — Exact row deduplication + IQR outlier flags: Exact row deduplication + 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-05-049?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_NMLS47FXgRfIR8y9VfyYN","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 rows and flags IQR-based outliers in business location inventory data (location_count, verified_locations) for up to 200 rows, returning 2 analytical reports.","exampleAgentPrompt":"Can you deduplicate my business location inventory records and flag any IQR outliers in the location_count field? I have about 50 rows with row_id, company_group, date, location_count, and verified_locations columns that I want cleaned up.","exampleUseCases":[{"title":"Retail chain location audit cleanup","prompt":"I have 120 rows of retail chain location inventory data with location_count and verified_locations per company group and date — can you run exact deduplication and IQR outlier flagging on the location_count field so I can find bad records before I import them?"},{"title":"Franchisee data quality check","prompt":"Before we send our quarterly franchisee location counts to finance, can you check these 80 rows for exact duplicate entries and flag any verified_locations values that are statistical outliers using IQR?"},{"title":"Multi-brand location inventory validation","prompt":"We aggregated location data across 5 company groups into 150 rows — please deduplicate the exact duplicate rows and run IQR outlier detection on location_count so we know which entries to investigate."}],"resultDescription":"Two analytical reports: (1) an exact row deduplication report identifying which rows among the submitted records are exact duplicates, and (2) an IQR outlier flags report identifying which rows have values statistically outside the interquartile range for the selected field (location_count or verified_locations). No external lookups or predictions are made; all analysis is performed locally on the supplied data.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, company_group, date, location_count, verified_locations) — validation error","Invalid date format not matching YYYY-MM-DD pattern — schema rejection","row_id exceeds 80 character maxLength — rejected","Numeric values outside allowed range (-1T to +1T) — schema error","Empty rows array (minItems:1 not met) — rejection"],"whenToPreferThis":"Choose this endpoint when you need lightweight, offline data-quality analysis on business location inventory records — specifically exact row deduplication combined with IQR-based outlier detection on location_count or verified_locations, for datasets up to 200 rows. It is not suitable for live data lookups, predictive analytics, or datasets exceeding 200 rows. Prefer it over general-purpose analytics tools when you want a low-cost ($0.01 USDC), deterministic, stateless quality check on structured location inventory data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:04.841Z","isFirstParty":false,"canonicalSlug":"business-location-inventories-exact-row-deduplication-iqr-outlier-flags-2fb0b49c"}