{"uid":"cap_R2AlD9YXfPDlAXdGfMehf","slug":"business-location-inventories-record-quality-audit-string-71164414","name":"Business Location Inventories — Record Quality Audit + String Normalisation + Trailing Mean Series","description":"Business location inventories — Record quality audit + String normalisation + Trailing mean series: Record quality audit + String normalisation + Trailing mean series 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-05-199?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"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_m1hfU1xzb2jbjcJM0VktP","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 offline analytical reports on business location inventory data: record quality audit, string normalisation, and trailing mean series computation (up to 200 rows).","exampleAgentPrompt":"Can you run the three-part audit on my business location inventory data — record quality check, string normalisation, and a trailing mean with a window of 4 — using location_count as the field? Here are my rows: [{\"row_id\":\"r1\",\"company_group\":\"Group A\",\"date\":\"2025-01-01\",\"location_count\":50,\"verified_locations\":45},{\"row_id\":\"r2\",\"company_group\":\"group a\",\"date\":\"2025-01-02\",\"location_count\":55,\"verified_locations\":50}].","exampleUseCases":[{"title":"Monthly location data health check","prompt":"I have 150 rows of monthly business location inventory records with location_count and verified_locations. Can you run the record quality audit, string normalisation, and a trailing mean with window size 6 on location_count to see how data quality looks?"},{"title":"Spotting inconsistent company name formatting","prompt":"My location dataset has company_group strings like 'Corp A', 'corp a', and 'CORP A' mixed in. Run the string normalisation report plus the record quality audit on these rows so I can see what needs cleaning — here's the data with verified_locations as the metric field."},{"title":"Trend smoothing for verified location counts","prompt":"Can you compute a trailing mean series with a window of 3 for verified_locations across my 80 rows of franchise location data, along with the usual record quality and string normalisation reports?"}],"resultDescription":"Three independent analytical reports for the supplied rows: (1) a record quality audit flagging issues like nulls, out-of-range values, and malformed records; (2) a string normalisation report showing standardised forms of text fields like company_group; (3) a trailing mean series for the selected numeric field (location_count or verified_locations) computed with the specified window size — all processed offline using local analytical engines without external lookups.","failureModes":["Fewer than 1 or more than 200 rows supplied — request rejected","Invalid date format (not YYYY-MM-DD) causes schema validation failure","Missing required fields (row_id, date, company_group, location_count, verified_locations) causes row rejection","Window size less than 2 or greater than 200 causes validation error","Numeric values outside ±1,000,000,000,000 are rejected","Payment of 0.01 USDC not supplied — 402 response returned"],"whenToPreferThis":"Choose this endpoint when you need three bundled offline data-quality reports — record audit, string normalisation, and trailing mean — on a small-to-medium batch of business location inventory rows (up to 200) without needing live lookup, external enrichment, or predictions. It is cost-effective at $0.01 for all three reports and ideal for automated pipeline checks on location_count and verified_locations metrics.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:13.130Z","isFirstParty":false,"canonicalSlug":"business-location-inventories-record-quality-audit-string-71164414"}