{"uid":"cap_i-rX1J8GDM9O34wxs0qI-","slug":"business-registrations-record-quality-audit-and-exact-row-deduplication-3d3c72db","name":"Business Registrations Record Quality Audit and Exact Row Deduplication","description":"Business registrations — Record quality audit + Exact row deduplication: Record quality audit + Exact row deduplication for supplied business registrations records (new_registrations, closures). 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-economics-15-002?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","region","date","new_registrations","closures"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"region":{"type":"string","default":"","maxLength":80},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"closures":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"new_registrations":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","region":"group-a","row_id":"row-1","closures":1,"new_registrations":10},{"date":"2026-10-02","region":"group-b","row_id":"row-2","closures":2,"new_registrations":20},{"date":"2026-10-03","region":"group-a","row_id":"row-3","closures":3,"new_registrations":15},{"date":"2026-10-04","region":"group-b","row_id":"row-4","closures":4,"new_registrations":30}],"maxItems":200,"minItems":1}}},"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_WKnaIQfFMeq8SHK_KOppy","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":"Audits data quality and removes exact duplicate rows from supplied business registration records (new_registrations, closures) using local analytical engines — no external lookups or predictions.","exampleAgentPrompt":"Can you run a record quality audit and exact deduplication check on this business registrations dataset? It has rows with row_id, region, date, new_registrations, and closures — up to 50 rows covering regions like 'Northeast' and 'Southwest' from 2024.","exampleUseCases":[{"title":"Pre-analysis data cleaning for regional stats","prompt":"I have a CSV of business registrations by region and date with new_registrations and closures columns — can you audit it for data quality issues and flag any exact duplicate rows before I run my analysis?"},{"title":"Validating government-sourced registration data","prompt":"We received a batch of business registration records from a government source covering Q1 2024 across 12 regions. Can you check it for record quality problems and exact duplicates so we know if it's reliable?"},{"title":"Startup ecosystem tracking data hygiene","prompt":"I'm tracking startup registrations and closures across 8 cities over the last 6 months. Can you run a quality audit and deduplication pass on my dataset to make sure there are no dirty or repeated rows before I build my report?"}],"resultDescription":"Returns two independent reports: (1) a record quality audit highlighting issues such as missing values, out-of-range numbers, malformed dates, or invalid fields in the supplied business registration rows; and (2) an exact row deduplication report identifying any rows that are identical across all fields. Both reports are generated locally without any external lookups or live data.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, region, date, new_registrations, or closures) — validation error","Date field does not match YYYY-MM-DD pattern — schema validation failure","row_id is empty or exceeds 80 characters — schema error","Payment not provided or insufficient USDC — 402 response"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of business registration data (new_registrations and closures by region and date) and need both a data quality audit and exact duplicate detection in a single low-cost call. Prefer it over manual inspection or general-purpose tools when you want structured, reproducible reports without any external data lookups, and when you need both reports together for $0.01 USDC rather than running separate tools.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T12:32:47.269Z","isFirstParty":false,"canonicalSlug":"business-registrations-record-quality-audit-and-exact-row-deduplication-3d3c72db"}