{"uid":"cap_b5f3LK4vGztTpF5uiLq0W","slug":"business-directory-coverage-exact-row-deduplication-category-27466878","name":"Business Directory Coverage — Exact Row Deduplication + Category Frequencies","description":"Business directory coverage — Exact row deduplication + Category frequencies: Exact row deduplication + Category frequencies for supplied business directory coverage records (listed_entities, verified_entities). 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-14-041?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","listed_entities","verified_entities"],"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},"listed_entities":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"verified_entities":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","listed_entities":10,"verified_entities":1},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","listed_entities":20,"verified_entities":2},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","listed_entities":15,"verified_entities":3},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","listed_entities":30,"verified_entities":4}],"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_7aHzYGn8Zbk239_O3pwSl","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":"Analyzes uploaded business directory coverage records to produce exact row deduplication results and category frequency reports for listed_entities and verified_entities fields.","exampleAgentPrompt":"I have a batch of business directory coverage records with listed_entities and verified_entities counts across different company groups and dates — can you deduplicate the rows exactly and give me a frequency breakdown by category for up to 200 rows?","exampleUseCases":[{"title":"Auditing duplicate directory submissions","prompt":"I've got a CSV of business directory coverage rows — each has a row_id, company_group, date, listed_entities, and verified_entities — and I suspect there are exact duplicates. Can you deduplicate them and tell me which rows were repeated?"},{"title":"Category frequency analysis for coverage reporting","prompt":"I need a frequency report showing how often each company_group category appears in my business directory dataset. Here are the rows with their listed_entities and verified_entities counts — can you run the category frequency analysis?"},{"title":"Data quality check before directory ingestion","prompt":"Before I ingest these 150 business directory coverage records into our system, can you run exact row deduplication and give me a category frequency breakdown so I can spot any data quality issues in the listed and verified entity counts?"}],"resultDescription":"Returns two analytical reports: (1) an exact row deduplication report identifying duplicate records among the submitted rows, and (2) a category frequency report showing how often each company_group category appears alongside aggregated listed_entities and verified_entities statistics. Both reports are computed locally with no external lookups.","failureModes":["More than 200 rows submitted — request rejected due to maxItems constraint","Missing required fields (row_id, company_group, date, listed_entities, verified_entities) — validation error","Invalid date format (must match YYYY-MM-DD) — schema validation failure","Empty rows array — minItems constraint violation","Numeric values outside allowed range (±1,000,000,000,000) — schema rejection"],"whenToPreferThis":"Choose this endpoint when you need lightweight, offline-style deduplication and category frequency analysis on small batches (up to 200 rows) of business directory coverage data without requiring live lookups or external data enrichment. It is cost-effective at $0.01 USDC for both reports simultaneously and is ideal for pre-ingestion data quality checks or periodic audits of directory coverage snapshots.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T18:57:18.747Z","isFirstParty":false,"canonicalSlug":"business-directory-coverage-exact-row-deduplication-category-27466878"}