{"uid":"cap_DAAioZ5zhRgMnoEgXu4YQ","slug":"business-location-inventories-record-quality-audit-string-fd8155eb","name":"Business Location Inventories — Record Quality Audit + String Normalisation + IQR Outlier Flags","description":"Business location inventories — Record quality audit + String normalisation + IQR outlier flags: Record quality audit + String normalisation + IQR outlier flags for supplied business location inventories records (location_count, verified_locations). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-company-05-203?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_i_7fee_JiSJwRWcdHe53n","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 three analytical reports on up to 200 rows of business location inventory data: a record quality audit, string normalisation, and IQR-based outlier flagging for location_count or verified_locations fields.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and IQR outlier check on my business location inventory data — here are 50 rows with row_id, company_group, date, location_count, and verified_locations — please analyse the location_count field?","exampleUseCases":[{"title":"Audit franchisee location data quality","prompt":"I have a spreadsheet of 120 rows from our franchisee location inventory with columns for row_id, company_group, date, location_count, and verified_locations — can you run a full record quality audit, normalise the company_group strings, and flag any IQR outliers in the location_count field?"},{"title":"Detect anomalous verified location counts","prompt":"My team submitted 80 rows of verified location data for our retail network. Can you check the verified_locations field for IQR-based outliers, normalise the string fields, and give me a record quality report so I can spot any bad entries?"},{"title":"Pre-merge data cleanse for location records","prompt":"Before we merge these 150 business location inventory records into our main database, can you run the quality audit, string normalisation, and outlier flagging on the location_count field so we catch any dirty or anomalous rows first?"}],"resultDescription":"Three independent analytical reports: (1) a record quality audit highlighting missing, malformed, or inconsistent values; (2) normalised versions of string fields such as company_group; (3) IQR-based outlier flags identifying rows where location_count or verified_locations deviate significantly from the interquartile range. All computed locally with no external lookups.","failureModes":["Input array exceeds 200 rows — request will be rejected","Missing required fields (row_id, date, location_count, verified_locations) cause row-level validation errors","Invalid date format (not YYYY-MM-DD) triggers schema validation failure","Numeric values outside allowed range cause rejection","Too few rows to compute meaningful IQR statistics may produce unreliable outlier flags"],"whenToPreferThis":"Choose this endpoint when you have a batch of up to 200 business location inventory rows and need three simultaneous data quality operations — quality auditing, string normalisation, and statistical outlier detection — in a single low-cost call. Prefer it over manual data cleaning pipelines or general-purpose analytics tools when your data specifically contains location_count and verified_locations fields organised by company_group and date, and you want standardised reports without any live lookup or external data enrichment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:17.577Z","isFirstParty":false,"canonicalSlug":"business-location-inventories-record-quality-audit-string-fd8155eb"}