{"uid":"cap_JJBrl8_vEktOWBBnczp5F","slug":"forum-topic-activity-record-quality-audit-secondary-measure-weighted-e467dd8b","name":"Forum Topic Activity — Record Quality Audit + Secondary-Measure Weighted Mean","description":"Forum topic activity — Record quality audit + Secondary-measure weighted mean: Record quality audit + Secondary-measure weighted mean for supplied forum topic activity records (thread_count, reply_count). 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-news-22-016?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","channel_group","date","thread_count","reply_count"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"reply_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"thread_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"channel_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","reply_count":1,"thread_count":10,"channel_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","reply_count":2,"thread_count":20,"channel_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","reply_count":3,"thread_count":15,"channel_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","reply_count":4,"thread_count":30,"channel_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["thread_count","reply_count"],"type":"string","default":"thread_count"}}},"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_1gI1a-V1zHkBKRpwhN_ed","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":"Performs a data quality audit and a secondary-measure weighted mean calculation on forum topic activity records (thread_count, reply_count) for up to 200 rows.","exampleAgentPrompt":"Can you run a record quality audit and a secondary-measure weighted mean on these forum activity rows — I have up to 50 rows with thread_count and reply_count per channel group per date, and I want to analyze the reply_count field specifically?","exampleUseCases":[{"title":"Forum channel engagement quality check","prompt":"I have 120 rows of daily forum data with thread_count and reply_count across several channel groups from last month — can you audit the data quality and also give me a weighted mean of thread_count across those records?"},{"title":"Detecting bad data in reply metrics","prompt":"Run a record quality audit on my forum topic activity dataset — about 80 rows with dates, channel groups, thread counts, and reply counts — and flag anything suspicious, then give me the weighted mean for reply_count."},{"title":"Summarizing weighted forum activity by channel","prompt":"I've got forum activity data for 200 rows across groups like 'news' and 'general' with daily thread and reply counts — please do a quality audit and compute the secondary-measure weighted mean on the thread_count field."}],"resultDescription":"Returns two independent analytical reports: (1) a record quality audit highlighting data issues, missing values, or anomalies in the supplied forum activity rows, and (2) a secondary-measure weighted mean calculation for the specified field (thread_count or reply_count) across all supplied rows. No external lookups or predictions are made.","failureModes":["More than 200 rows submitted — request rejected or truncated","Missing required fields (row_id, channel_group, date, thread_count, reply_count) — validation error","Invalid date format (must be YYYY-MM-DD) — schema validation failure","Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) — rejection","Empty rows array — error response","Invalid field enum value (not thread_count or reply_count) — schema error"],"whenToPreferThis":"Choose this endpoint when you have a batch of up to 200 forum activity records and need both a data quality audit and a weighted mean statistic in a single API call. It is ideal for local, offline-style analytics on supplied data without requiring any external data lookup or live feeds. Prefer it over general-purpose analytics platforms when working within a paid-per-call agent pipeline and needing two structured reports at low cost ($0.01 USDC).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T12:34:02.596Z","isFirstParty":false,"canonicalSlug":"forum-topic-activity-record-quality-audit-secondary-measure-weighted-e467dd8b"}