{"uid":"cap_W8GcmapcfScKkiRZf-Ed6","slug":"business-directory-coverage-record-quality-audit-exact-row-7d907593","name":"Business Directory Coverage — Record Quality Audit + Exact Row Deduplication + Equal-Width Histogram","description":"Business directory coverage — Record quality audit + Exact row deduplication + Equal-width histogram: Record quality audit + Exact row deduplication + Equal-width histogram for supplied business directory coverage records (listed_entities, verified_entities). 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-14-219?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"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},"field":{"enum":["listed_entities","verified_entities"],"type":"string","default":"listed_entities"}}},"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_CEZoHl9VtNXN6_Ykh-Gre","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 local analytical reports (record quality audit, exact row deduplication, and equal-width histogram) on up to 200 business directory coverage rows containing listed and verified entity counts.","exampleAgentPrompt":"Can you run a record quality audit, exact deduplication check, and a 10-bin histogram on the listed_entities field for these 50 business directory coverage rows I have — each row has a row_id, company_group, date, listed_entities, and verified_entities?","exampleUseCases":[{"title":"Auditing directory data before ETL pipeline","prompt":"I need to audit the quality of these 120 business directory coverage records before loading them into our data warehouse — can you flag bad records, find exact duplicates, and give me a 5-bin histogram of the listed_entities field?"},{"title":"Deduplicating coverage exports from multiple sources","prompt":"We merged two exports of business directory coverage data and now have up to 200 rows with possible exact duplicates — can you run a deduplication check along with a quality audit and a 7-bin histogram of verified_entities?"},{"title":"Distribution analysis for listed entity counts","prompt":"I want to understand how listed_entities are distributed across my business directory groups — can you run an equal-width histogram with 8 bins on my listed_entities column alongside a record quality audit for these 90 rows?"}],"resultDescription":"Three independent reports: (1) a record quality audit flagging missing values, out-of-range numbers, and malformed dates; (2) an exact row deduplication report identifying duplicate rows by content; and (3) an equal-width histogram showing the distribution of the selected numeric field (listed_entities or verified_entities) divided into the requested number of bins.","failureModes":["Exceeding 200 rows returns a validation error","Invalid date format (not YYYY-MM-DD) causes row rejection","Missing required fields (row_id, listed_entities, verified_entities) triggers schema validation failure","bins value outside 1–30 range causes parameter rejection","Null values in numeric fields are handled but may affect histogram accuracy","Payment of 0.01 USDC not provided results in 402 Payment Required error"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical reports — quality audit, deduplication, and histogram — on business directory coverage data with listed_entities and verified_entities fields, without requiring live lookups or external data enrichment. It is cost-effective at $0.01 for all three reports on up to 200 rows and is ideal for pre-pipeline data profiling or spot-checking directory exports.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T12:48:41.039Z","isFirstParty":false,"canonicalSlug":"business-directory-coverage-record-quality-audit-exact-row-7d907593"}