{"uid":"cap_Patc--5EcQ7RiMmBpKpel","slug":"forum-topic-activity-record-quality-audit-exact-row-deduplication-00809430","name":"Forum Topic Activity — Record Quality Audit + Exact Row Deduplication","description":"Forum topic activity — Record quality audit + Exact row deduplication: Record quality audit + Exact row deduplication 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-22-002?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}}},"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__lQ9otk78QrrdhZpoWbaS","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":"Audits data quality and removes exact duplicate rows from forum topic activity records containing thread_count and reply_count fields, producing two independent analytical reports.","exampleAgentPrompt":"Can you run a record quality audit and exact row deduplication on my forum topic activity data? I have rows with fields row_id, channel_group, date, thread_count, and reply_count — here are up to 200 rows I need checked for data quality issues and duplicate entries.","exampleUseCases":[{"title":"Pre-analysis forum data cleanup","prompt":"I've exported forum activity data with thread counts and reply counts across multiple channel groups and dates, but I suspect there are duplicates and bad values. Can you audit the record quality and remove exact duplicate rows from these entries before I run my engagement analysis?"},{"title":"Community health dashboard validation","prompt":"Before I update my community health dashboard, I need to verify the integrity of this forum topic activity dataset — about 150 rows with row_id, channel_group, date, thread_count, and reply_count. Run a quality audit and flag any exact duplicate records for me."},{"title":"Data pipeline QA for forum ingestion","prompt":"Our data pipeline ingested forum activity records and we want to QA them. Here are the rows with thread_count and reply_count per channel group — can you produce a record quality audit report and an exact deduplication report so we know what to fix before loading into the warehouse?"}],"resultDescription":"Two independent analytical reports: (1) a record quality audit identifying issues such as nulls, out-of-range values, or malformed fields in thread_count and reply_count columns; and (2) an exact row deduplication report listing which rows are exact duplicates and should be removed, based on all supplied fields. Covers up to 200 input rows.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, channel_group, date, thread_count, or reply_count) — validation error","Date field does not match YYYY-MM-DD pattern — schema validation failure","Empty input array — minItems constraint violated","Malformed JSON payload — parse error"],"whenToPreferThis":"Choose this endpoint when you need both a data quality audit and exact deduplication in a single call for forum topic activity data (thread_count, reply_count) at low cost ($0.01 USDC for both reports). It is a local analytical operation with no external lookups, predictions, or side effects, making it safe for repeated or automated pipeline use. Prefer it over general-purpose data tools when your data is specifically forum engagement metrics with up to 200 rows and you need the two specific report types it produces.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:39:26.421Z","isFirstParty":false,"canonicalSlug":"forum-topic-activity-record-quality-audit-exact-row-deduplication-00809430"}