{"uid":"cap_seMY2BpGEKPqQ_Y7HgF3V","slug":"business-directory-coverage-string-normalisation-iqr-outlier-flags-8db58471","name":"Business Directory Coverage — String Normalisation + IQR Outlier Flags","description":"Business directory coverage — String normalisation + IQR outlier flags: String normalisation + 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-14-032?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_sGU04XIJk7VKGk77KVzTw","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":"Normalises strings and flags IQR-based outliers in business directory coverage data (listed_entities, verified_entities) for up to 200 rows, producing 2 independent analytical reports.","exampleAgentPrompt":"Can you run string normalisation and IQR outlier detection on my business directory coverage data? Here are 4 rows — group-a on 2026-10-01 had 10 listed and 1 verified, group-b on 2026-10-02 had 20 listed and 2 verified, group-a on 2026-10-03 had 15 listed and 3 verified, group-b on 2026-10-04 had 30 listed and 4 verified — run the analysis on the listed_entities field.","exampleUseCases":[{"title":"Outlier audit for directory listing counts","prompt":"I have 50 rows of business directory data by company group and date, and I suspect some listed_entities values are statistical outliers. Can you run IQR outlier flagging on the listed_entities field and also normalise the string fields for me?"},{"title":"Verified entity anomaly detection","prompt":"Please analyse my business directory coverage records — about 120 rows with company_group, date, listed_entities and verified_entities — and flag any IQR outliers in the verified_entities field, plus normalise the strings across all rows."},{"title":"Data quality check before reporting","prompt":"Before I publish my directory coverage report, can you clean and normalise the string fields in my 80-row dataset of listed and verified entity counts by group, and flag any rows where the numbers look like statistical outliers using IQR?"}],"resultDescription":"Returns 2 independent analytical reports: (1) a string normalisation report covering the supplied row data, and (2) an IQR outlier flag report identifying statistically anomalous values in the selected field (listed_entities or verified_entities), all computed locally without external lookups or predictions. No external data is fetched.","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","Date field does not match YYYY-MM-DD pattern — schema validation failure","Field value outside allowed numeric range (±1,000,000,000,000) — rejected","Invalid enum value for 'field' parameter (must be listed_entities or verified_entities) — error response","Empty rows array (minItems: 1 not satisfied) — validation failure"],"whenToPreferThis":"Choose this endpoint when you need lightweight, local statistical analysis of business directory coverage metrics — specifically string normalisation and IQR-based outlier detection — without any live lookups, predictions, or external API calls. Ideal for data quality audits on batches of up to 200 directory records where cost efficiency matters ($0.01 USDC for 2 reports). Prefer alternatives if you need predictive analytics, external data enrichment, or analysis of fields beyond listed_entities and verified_entities.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T12:44:07.766Z","isFirstParty":false,"canonicalSlug":"business-directory-coverage-string-normalisation-iqr-outlier-flags-8db58471"}