{"uid":"cap_98P1VP8vIXhNxN9x4zOdt","slug":"discussion-response-quality-audit-secondary-measure-weighted-mean-0fda3b42","name":"Discussion Response Quality Audit + Secondary-Measure Weighted Mean","description":"Discussion response — Record quality audit + Secondary-measure weighted mean: Record quality audit + Secondary-measure weighted mean for supplied discussion response records (response_count, response_minutes). 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-07-016?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","channel_group","date","response_count","response_minutes"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"channel_group":{"type":"string","default":"","maxLength":80},"response_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"response_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","channel_group":"group-a","response_count":10,"response_minutes":1},{"date":"2026-10-02","row_id":"row-2","channel_group":"group-b","response_count":20,"response_minutes":2},{"date":"2026-10-03","row_id":"row-3","channel_group":"group-a","response_count":15,"response_minutes":3},{"date":"2026-10-04","row_id":"row-4","channel_group":"group-b","response_count":30,"response_minutes":4}],"maxItems":200,"minItems":1},"field":{"enum":["response_count","response_minutes"],"type":"string","default":"response_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_wWVuePtnplbSfk953ooCC","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 two analytical reports on discussion response data: a record quality audit and a secondary-measure weighted mean, for up to 200 rows of response_count/response_minutes data.","exampleAgentPrompt":"Can you run a record quality audit and weighted mean on these discussion response records? I have 4 rows across two channel groups (group-a and group-b) from 2026-10-01 to 2026-10-04 with response_count and response_minutes values — use response_count as the primary field.","exampleUseCases":[{"title":"Channel group response data quality check","prompt":"I have a week's worth of discussion response records across three channel groups with response_count and response_minutes — can you audit them for quality issues and also give me the weighted mean of response_minutes?"},{"title":"Weighted average of response time across dates","prompt":"Here are 50 rows of discussion response data by date and channel group. I want a weighted mean of response_minutes using response_count as the weight, plus a quality audit to flag any bad records."},{"title":"Pre-reporting data validation for response metrics","prompt":"Before I roll these discussion response numbers into my monthly report, can you run a quality audit on all 120 rows and compute the secondary-measure weighted mean for response_count?"}],"resultDescription":"Two independent analytical reports: (1) a record quality audit flagging issues such as nulls, duplicates, or anomalies across the supplied rows, and (2) a secondary-measure weighted mean computed over the selected field (response_count or response_minutes), grouped by the available dimensions. Both reports are computed locally with no external lookups.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, date, channel_group) cause row rejection","Invalid date format (not YYYY-MM-DD) triggers schema validation failure","All-null values for the selected measure may produce undefined weighted mean","Numeric values outside ±1,000,000,000,000 are rejected by schema"],"whenToPreferThis":"Choose this endpoint when you need both a data quality check and a weighted mean computation on discussion response metrics (response_count, response_minutes) in a single low-cost call. It is ideal for pre-reporting validation pipelines or exploratory audits where you have up to 200 rows of channel-grouped, date-stamped response data and want two analytical outputs without external API dependencies.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T12:31:36.817Z","isFirstParty":false,"canonicalSlug":"discussion-response-quality-audit-secondary-measure-weighted-mean-0fda3b42"}