{"uid":"cap_TJQVtgF4kSbPMfLEuSQOw","slug":"contact-record-quality-category-frequencies-secondary-measure-ecac6243","name":"Contact Record Quality — Category Frequencies + Secondary-Measure Weighted Mean","description":"Contact record quality — Category frequencies + Secondary-measure weighted mean: Category frequencies + Secondary-measure weighted mean for supplied contact record quality records (checked_records, duplicate_records). 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-03-109?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","checked_records","duplicate_records"],"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},"checked_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"duplicate_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","checked_records":10,"duplicate_records":1},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","checked_records":20,"duplicate_records":2},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","checked_records":15,"duplicate_records":3},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","checked_records":30,"duplicate_records":4}],"maxItems":200,"minItems":1},"field":{"enum":["checked_records","duplicate_records"],"type":"string","default":"checked_records"}}},"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_4Qsl7gv3EOAhuNnXLM3Sp","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 contact record quality data (checked_records, duplicate_records) by computing category frequencies and a secondary-measure weighted mean across up to 200 rows in two independent reports.","exampleAgentPrompt":"Can you run a category frequency and weighted mean analysis on my contact record quality data — I have rows for group-a and group-b with checked_records and duplicate_records counts by date, and I want to analyze the checked_records field across up to 200 rows?","exampleUseCases":[{"title":"CRM duplicate rate audit by group","prompt":"I have contact quality records for our CRM broken down by company group and date — can you compute the category frequencies and weighted mean of duplicate_records across these groups so I can see which ones have the worst duplication problem?"},{"title":"Weekly checked-records summary report","prompt":"Here are this week's contact quality rows for our data team, each with a company_group, date, checked_records, and duplicate_records — please give me the category frequency breakdown and weighted mean for checked_records so I can include it in our weekly report."},{"title":"Multi-group data quality comparison","prompt":"I need to compare contact record quality across several company groups — can you run the category frequency and secondary-measure weighted mean analysis on my dataset of up to 200 rows focusing on the duplicate_records field?"}],"resultDescription":"Returns two independent analytical reports: (1) category frequencies showing how often each company_group or date category appears relative to the selected measure, and (2) a secondary-measure weighted mean that weights the non-selected measure (checked_records or duplicate_records) by the selected field values. Results are computed locally on the supplied data with no external lookups.","failureModes":["Missing required fields (row_id, company_group, date, checked_records, or duplicate_records) cause validation errors","More than 200 rows submitted exceeds the maxItems limit","Invalid date format (not YYYY-MM-DD) fails pattern validation","Null values in checked_records or duplicate_records may affect weighted mean computation","Invalid field enum value (anything other than checked_records or duplicate_records) causes schema rejection","Payment of 0.01 USDC not included or declined blocks execution"],"whenToPreferThis":"Choose this endpoint when you have tabular contact record quality data (checked_records, duplicate_records) organized by company group and date, and need both a category frequency distribution and a weighted mean statistic in a single low-cost call. Ideal for offline/batch analytical summaries of up to 200 rows where no live data lookup or external enrichment is needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:39:05.784Z","isFirstParty":false,"canonicalSlug":"contact-record-quality-category-frequencies-secondary-measure-ecac6243"}