{"uid":"cap_I8pY4vn2rI2P-x3lJ-sqC","slug":"account-research-coverage-record-quality-audit-exact-row-6e83bb22","name":"Account Research Coverage — Record Quality Audit + Exact Row Deduplication + IQR Outlier Flags","description":"Account research coverage — Record quality audit + Exact row deduplication + IQR outlier flags: Record quality audit + Exact row deduplication + IQR outlier flags for supplied account research coverage records (researched_accounts, target_accounts). 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-08-220?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","researched_accounts","target_accounts"],"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},"target_accounts":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"researched_accounts":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","target_accounts":1,"researched_accounts":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","target_accounts":2,"researched_accounts":20},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","target_accounts":3,"researched_accounts":15},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","target_accounts":4,"researched_accounts":30}],"maxItems":200,"minItems":1},"field":{"enum":["researched_accounts","target_accounts"],"type":"string","default":"researched_accounts"}}},"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_FeRcYdMKfTTybAcT5iq-9","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 analytical reports on account research coverage data: a record quality audit, exact row deduplication, and IQR-based outlier detection on researched_accounts or target_accounts fields.","exampleAgentPrompt":"Can you run a record quality audit, exact deduplication check, and IQR outlier detection on my account research coverage data? I have up to 200 rows with company_group, date, researched_accounts, and target_accounts — flag issues in the researched_accounts field.","exampleUseCases":[{"title":"Pre-analysis data quality check","prompt":"Before I run my quarterly analysis, can you audit this list of account research coverage records for quality issues, exact duplicate rows, and IQR outliers in the researched_accounts field? Here are my rows grouped by company_group with dates."},{"title":"Sales ops deduplication audit","prompt":"I think my CRM export has some duplicate entries — can you run exact row deduplication plus a record quality audit on these target_accounts coverage records across my company groups? I want to clean this up before reporting."},{"title":"Outlier flagging for target accounts","prompt":"Can you flag any statistical outliers in my target_accounts numbers using IQR detection, and also run a quality audit and deduplication pass on these 150 rows of account research data by company group and date?"}],"resultDescription":"Three independent analytical reports: (1) a record quality audit identifying missing, malformed, or invalid fields across the supplied rows; (2) an exact row deduplication report listing fully duplicate records; and (3) IQR outlier flags identifying rows where the selected numeric field (researched_accounts or target_accounts) falls outside the interquartile range bounds. All analysis is performed locally on supplied data with no external lookups.","failureModes":["Fewer than 1 row submitted — rejected by schema minItems constraint","More than 200 rows submitted — rejected by schema maxItems constraint","Invalid date format (not YYYY-MM-DD) — row fails validation","Missing required fields (row_id, company_group, date, researched_accounts, target_accounts) — row rejected","Numeric values outside allowed range (±1,000,000,000,000) — schema validation error","Invalid field enum value (not researched_accounts or target_accounts) — request rejected","All rows are identical — deduplication report flags entire dataset","Too few rows for meaningful IQR calculation — outlier report may be limited"],"whenToPreferThis":"Choose this endpoint when you need a combined data quality, deduplication, and outlier detection pass on account research coverage data in a single call. It is purpose-built for researched_accounts and target_accounts metrics grouped by company and date, making it ideal for CRM data hygiene, pre-analysis validation, or sales ops cleanup workflows. It does not perform live lookups, predictions, or external enrichment — prefer it when you want deterministic, local statistical analysis on your supplied dataset.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:44.558Z","isFirstParty":false,"canonicalSlug":"account-research-coverage-record-quality-audit-exact-row-6e83bb22"}