{"uid":"cap_VPvheWAy_WBr8t9IUBCGI","slug":"peer-feedback-deduplication-and-two-measure-correlation-analyzer-1cdf4aae","name":"Peer Feedback Deduplication and Two-Measure Correlation Analyzer","description":"Peer feedback — Exact row deduplication + Two-measure correlation: Exact row deduplication + Two-measure correlation 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-23-050?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}}},"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_dFNUoAn08HJmFxE1k4Wro","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 exact row deduplication and Pearson/rank correlation between review_count and actioned_comments on up to 200 peer feedback records, returning two analytical reports.","exampleAgentPrompt":"Can you deduplicate my peer feedback records and tell me how correlated review_count and actioned_comments are? I have about 80 rows with fields row_id, course_group, date, review_count, and actioned_comments — remove any exact duplicate rows and give me both reports.","exampleUseCases":[{"title":"Course group feedback quality check","prompt":"I've got peer feedback data for two course groups — about 120 rows with row_id, date, course_group, review_count, and actioned_comments. Can you strip out any exact duplicate rows and then show me whether the number of reviews correlates with how many comments were actioned?"},{"title":"Weekly peer review correlation report","prompt":"Run a deduplication pass on these 50 weekly peer feedback records and compute the correlation between review_count and actioned_comments across all dates — I need both the deduplicated dataset summary and the correlation result."},{"title":"Education analytics pipeline data cleaning","prompt":"Before I run my education analytics, can you deduplicate this batch of 200 peer feedback rows by exact match and also tell me the correlation between review_count and actioned_comments so I know if they move together?"}],"resultDescription":"Two analytical reports: (1) an exact row deduplication report identifying and removing fully duplicate rows from the submitted peer feedback records, and (2) a two-measure correlation report computing the statistical relationship between review_count and actioned_comments across the deduplicated dataset, all derived locally without external lookups.","failureModes":["Exceeding 200 row limit returns a validation error","Missing required fields (row_id, course_group, date, review_count, actioned_comments) causes schema rejection","Malformed date strings not matching YYYY-MM-DD pattern are rejected","Empty rows array (minItems:1 violated) returns an error","Null values for both numeric measures may degrade correlation computation","Payment failure via x402 protocol blocks processing"],"whenToPreferThis":"Choose this endpoint when you need a combined, low-cost ($0.01 USDC) offline data quality operation on peer feedback records — specifically exact row deduplication paired with a two-measure correlation between review_count and actioned_comments — for batches up to 200 rows, without needing any live data lookup, predictive modeling, or external integrations.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-29T12:53:13.157Z","isFirstParty":false,"canonicalSlug":"peer-feedback-deduplication-and-two-measure-correlation-analyzer-1cdf4aae"}