{"uid":"cap_QSEtQcAs-NZvgF4oIpIx2","slug":"forum-topic-activity-analyzer-quality-audit-deduplication-grouped-e9f7398a","name":"Forum Topic Activity Analyzer — Quality Audit, Deduplication & Grouped Summary","description":"Forum topic activity — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary for supplied forum topic activity records (thread_count, reply_count). 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-news-22-211?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_CwNAHUtDumNPKJunqFin8","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 local analytical reports (record quality audit, exact row deduplication, grouped numeric summary) on submitted forum topic activity data containing thread and reply counts.","exampleAgentPrompt":"Can you audit this set of forum topic activity records for quality issues, remove exact duplicate rows, and give me a grouped numeric summary of thread_count by channel_group? Here are up to 200 rows with row_id, date, channel_group, thread_count, and reply_count fields.","exampleUseCases":[{"title":"Community forum data quality check","prompt":"I have a batch of forum activity records with thread counts and reply counts across different channel groups. Can you run a quality audit on them, deduplicate any exact duplicate rows, and give me a grouped summary of thread_count by channel group? I'll provide up to 150 rows."},{"title":"Deduplicate scraped forum metrics","prompt":"We scraped forum activity data from multiple sources and there are likely duplicate rows. Can you run exact row deduplication on these records, flag any quality issues, and summarize reply_count grouped by channel_group? Here are the rows with row_id, date, channel_group, thread_count, and reply_count."},{"title":"Pre-analysis forum engagement audit","prompt":"Before I run my own analysis, can you audit these forum topic activity records for missing values or bad data, identify duplicate entries, and give me a numeric summary grouped by channel group? I want to use thread_count as the field to summarize, and I have about 80 rows to check."}],"resultDescription":"Returns three independent reports: (1) a record quality audit flagging missing, null, or malformed values in the submitted rows; (2) an exact row deduplication report identifying and removing fully duplicate records; and (3) a grouped numeric summary aggregating thread_count or reply_count by channel_group. All processing is performed locally on the supplied data with no external lookups.","failureModes":["Fewer than 1 row submitted — request rejected","More than 200 rows submitted — exceeds maximum row limit","Missing required fields (row_id, channel_group, date, thread_count, reply_count) in any row — validation error","Invalid date format (must be YYYY-MM-DD) — schema validation failure","Invalid field selector (must be thread_count or reply_count) — enum validation error","Numeric values outside allowed range (-1e12 to 1e12) — schema rejection"],"whenToPreferThis":"Use this endpoint when you have raw forum topic activity data (thread counts, reply counts, channel groups) that needs simultaneous quality auditing, deduplication, and grouped summarization in a single low-cost call. Prefer this over general-purpose analytics when your data fits the specific schema (row_id, date, channel_group, thread_count, reply_count) and you need all three reports at once without any external data enrichment or prediction.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:37:48.666Z","isFirstParty":false,"canonicalSlug":"forum-topic-activity-analyzer-quality-audit-deduplication-grouped-e9f7398a"}