{"uid":"cap_5Ldtc3y-OEW_Hg9MhOjzg","slug":"business-location-inventories-iqr-outlier-flags-explicit-missing-e6cb48aa","name":"Business Location Inventories — IQR Outlier Flags + Explicit Missing-Value Fill","description":"Business location inventories — IQR outlier flags + Explicit missing-value fill: IQR outlier flags + Explicit missing-value fill 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-05-180?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"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_5Ma0sOMBbB7RfwHolcq8Q","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":"Runs IQR-based outlier detection and explicit missing-value imputation on up to 200 rows of business location inventory data (location_count, verified_locations), returning two analytical reports.","exampleAgentPrompt":"Can you run IQR outlier detection and median missing-value fill on my business location inventory data — I have 50 rows with location_count and verified_locations fields, and I want both reports back for the location_count field using median imputation?","exampleUseCases":[{"title":"Retail chain location audit","prompt":"I have 120 rows of monthly location inventory records for two company groups, with some nulls in location_count. Can you flag any IQR outliers and fill in the missing location_count values using the median, and give me both reports?"},{"title":"Franchise verified-locations QA","prompt":"Run outlier flagging and zero-fill imputation on my verified_locations data — I've got about 80 rows across several company groups and dates, and I want to know which rows look statistically unusual and which were missing values."},{"title":"Multi-brand inventory data cleanup","prompt":"We're cleaning up our business location dataset before a quarterly review — can you apply IQR outlier flags and mean imputation to the verified_locations field across our 150-row inventory records and return both analytical reports?"}],"resultDescription":"Two analytical reports: (1) IQR outlier flag report marking rows where location_count or verified_locations fall outside the interquartile range as outliers, and (2) an explicit missing-value fill report showing which null values were imputed and what replacement values (zero, mean, or median) were used — all computed locally without external lookups.","failureModes":["Fewer than 1 row supplied — minItems validation error","More than 200 rows supplied — maxItems validation error","Invalid date format (not YYYY-MM-DD) — pattern validation error","Field value outside allowed numeric range — schema validation error","Invalid method enum value (not zero/mean/median) — enum validation error","Invalid field enum value (not location_count/verified_locations) — enum validation error","Missing required fields (row_id, company_group, date) — required field error"],"whenToPreferThis":"Choose this endpoint when you need both IQR-based outlier detection AND missing-value imputation in a single call for business location inventory data specifically (location_count, verified_locations). It is ideal for pre-processing datasets of up to 200 rows before reporting or modeling, when you need two coordinated data quality reports cheaply ($0.01 USDC). Prefer it over general-purpose analytics when the data fits the exact schema and you want fast, offline computation with no external data dependencies.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:01.764Z","isFirstParty":false,"canonicalSlug":"business-location-inventories-iqr-outlier-flags-explicit-missing-e6cb48aa"}