{"uid":"cap_GJItwazGTFJn_VKjn9D9m","slug":"business-location-inventories-category-frequencies-iqr-outlier-flags-67fc3a5c","name":"Business Location Inventories — Category Frequencies + IQR Outlier Flags","description":"Business location inventories — Category frequencies + IQR outlier flags: Category frequencies + 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-05-107?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_Y0Iv5YcRGZuoAP3iLAE8o","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 category frequency distributions and IQR-based outlier flags for up to 200 rows of business location inventory data (location_count, verified_locations).","exampleAgentPrompt":"I have 150 rows of business location inventory records with company groups, dates, location_count, and verified_locations — can you run category frequency analysis and IQR outlier flagging on the location_count field for me?","exampleUseCases":[{"title":"Detecting anomalous franchise location counts","prompt":"I've got a dataset of 80 franchise locations grouped by region with daily location_count readings — can you run IQR outlier detection and category frequencies on the location_count field so I can see which regions have unusual counts?"},{"title":"Auditing verified location data quality","prompt":"Here are 120 rows of our verified_locations inventory records across company groups — run the category frequency and IQR outlier analysis on verified_locations so I can spot any data quality issues before we report."},{"title":"Summarizing inventory distribution by company group","prompt":"I need a frequency breakdown of how our company groups appear in this inventory dataset and want to flag any outliers in location_count — can you process these 60 rows and give me both reports?"}],"resultDescription":"Returns two analytical reports for the submitted rows: (1) category frequency counts showing how often each company_group value appears, and (2) IQR-based outlier flags marking which rows have location_count or verified_locations values that fall outside the interquartile range. Both reports are computed locally on the supplied data with no external lookups.","failureModes":["Exceeding 200 rows returns an error — trim input to at most 200 records","Missing required fields (row_id, company_group, date, location_count, verified_locations) cause validation failure","Invalid date format (non-YYYY-MM-DD) triggers a schema rejection","Supplying fewer than 1 row returns an error","Null values in the selected numeric field may reduce outlier detection accuracy","Payment failure (insufficient USDC) blocks the request before processing"],"whenToPreferThis":"Choose this endpoint when you have tabular business location inventory data (up to 200 rows) and need both a categorical frequency summary and IQR-based outlier flags in a single call without any external data lookups or predictions. It is ideal for quick data quality checks, anomaly screening, or distribution audits on location_count or verified_locations fields grouped by company. Prefer alternatives if you need correlation analysis, time-series aggregation, or dataset sizes above 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:24.522Z","isFirstParty":false,"canonicalSlug":"business-location-inventories-category-frequencies-iqr-outlier-flags-67fc3a5c"}