{"uid":"cap_8WHVTEoMIlEyo6tgOMh6_","slug":"peer-feedback-exact-row-deduplication-secondary-measure-weighted-mean-bf55bdbd","name":"Peer Feedback Exact Row Deduplication + Secondary-Measure Weighted Mean","description":"Peer feedback — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + Secondary-measure weighted mean for supplied peer feedback records (review_count, actioned_comments). 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-education-23-051?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","course_group","date","review_count","actioned_comments"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"course_group":{"type":"string","default":"","maxLength":80},"review_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"actioned_comments":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","course_group":"group-a","review_count":10,"actioned_comments":1},{"date":"2026-10-02","row_id":"row-2","course_group":"group-b","review_count":20,"actioned_comments":2},{"date":"2026-10-03","row_id":"row-3","course_group":"group-a","review_count":15,"actioned_comments":3},{"date":"2026-10-04","row_id":"row-4","course_group":"group-b","review_count":30,"actioned_comments":4}],"maxItems":200,"minItems":1},"field":{"enum":["review_count","actioned_comments"],"type":"string","default":"review_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_H-yOmsEwKIRxPG8PylsUP","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":"Deduplicates exact-duplicate rows and computes a weighted mean on peer feedback records (review_count, actioned_comments) for up to 200 rows, returning two analytical reports.","exampleAgentPrompt":"I have peer feedback records for two course groups from October 2026 — can you deduplicate the exact duplicate rows and compute a weighted mean on review_count for up to 200 rows across the dataset?","exampleUseCases":[{"title":"Course group feedback deduplication","prompt":"I have peer review data for group-a and group-b spanning October 2026 with review_count and actioned_comments — please deduplicate any exact duplicate rows and give me the weighted mean for review_count."},{"title":"Actioned comments weighted average","prompt":"Clean up my peer feedback dataset by removing exact duplicate entries, then compute the weighted mean for actioned_comments across all course groups — I have about 150 rows total."},{"title":"Education analytics data quality check","prompt":"Run deduplication and weighted mean analysis on this peer feedback dataset for my education platform — I need both the deduplication report and the weighted mean report for review_count, up to 200 rows."}],"resultDescription":"Two analytical reports: (1) a deduplicated row set with exact duplicate rows removed, and (2) a weighted mean computed on the specified secondary measure field (review_count or actioned_comments) across the supplied peer feedback records.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, date, course_group, review_count, actioned_comments) causes rejection","Invalid date format (non-YYYY-MM-DD) triggers a pattern validation error","Null values in both measure fields may produce undefined weighted mean","row_id exceeding 80 characters is rejected"],"whenToPreferThis":"Choose this endpoint when you need to process peer feedback records locally with no external lookups — specifically when you need both duplicate row removal and a weighted mean on review_count or actioned_comments in a single low-cost call. Best for education analytics pipelines handling up to 200 rows of course group feedback data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T12:35:17.613Z","isFirstParty":false,"canonicalSlug":"peer-feedback-exact-row-deduplication-secondary-measure-weighted-mean-bf55bdbd"}