{"uid":"cap_75ZvOGubvNduf0r7geo3W","slug":"business-directory-coverage-exact-row-deduplication-iqr-outlier-flags-5a6e21ef","name":"Business Directory Coverage — Exact Row Deduplication + IQR Outlier Flags","description":"Business directory coverage — Exact row deduplication + IQR outlier flags: Exact row deduplication + IQR outlier flags 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-14-049?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},"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_bdI6Ar18paLcUHpSd859k","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":"Deduplicates exact rows and flags IQR-based outliers in business directory coverage data (listed_entities, verified_entities) for up to 200 rows, producing 2 analytical reports.","exampleAgentPrompt":"Can you check my business directory coverage records for exact duplicate rows and IQR outlier flags? I have data for company groups like 'group-a' and 'group-b' with listed_entities and verified_entities counts — run both reports on the listed_entities field.","exampleUseCases":[{"title":"Audit directory coverage for duplicates","prompt":"I have a CSV of business directory coverage records with listed_entities and verified_entities per company group and date — can you run exact row deduplication and IQR outlier detection on the listed_entities field to find any bad data before I import it?"},{"title":"Flag outlier verified entity counts","prompt":"My business directory dataset has about 150 rows across several company groups. Can you analyze the verified_entities field for IQR-based outliers and also check for any exact duplicate rows at the same time?"},{"title":"Quality check before monthly report","prompt":"Before I finalize this month's directory coverage report, can you deduplicate these rows and flag any listed_entities values that look statistically unusual using IQR — I have entries for group-a and group-b from October?"}],"resultDescription":"Returns two analytical reports per call: (1) an exact row deduplication report identifying any identical rows across the supplied records, and (2) an IQR-based outlier flag report identifying rows where the selected numeric field (listed_entities or verified_entities) falls outside the interquartile range boundaries. No external lookups or predictions are performed — all analysis is local.","failureModes":["Fewer than 1 row supplied — minimum row count not met","More than 200 rows supplied — exceeds maximum batch size","Missing required fields (row_id, date, listed_entities, verified_entities) — schema validation error","Date field not in YYYY-MM-DD format — pattern validation failure","Invalid field enum value — must be 'listed_entities' or 'verified_entities'","Numeric values outside allowed range (-1T to 1T) — schema rejection","Too few data points for meaningful IQR calculation — degenerate outlier report"],"whenToPreferThis":"Choose this endpoint when you need lightweight, local deduplication and IQR outlier detection on business directory coverage records (listed_entities/verified_entities) without any external API calls or predictions. Ideal for pre-import data quality checks on small-to-medium datasets (up to 200 rows). Not suitable if you need live directory lookups, ML-based anomaly detection, or processing more than 200 rows at once.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T18:56:41.823Z","isFirstParty":false,"canonicalSlug":"business-directory-coverage-exact-row-deduplication-iqr-outlier-flags-5a6e21ef"}