{"uid":"cap_W0zQF84_-JPLWwNxKMJe_","slug":"survey-participation-deduplication-weighted-mean-analyzer-6fe7cba5","name":"Survey Participation Deduplication & Weighted Mean Analyzer","description":"Survey participation — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + Secondary-measure weighted mean for supplied survey participation records (respondents, invitations). 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-10-051?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","course_group","date","respondents","invitations"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"invitations":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"respondents":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"course_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","invitations":1,"respondents":10,"course_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","invitations":2,"respondents":20,"course_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","invitations":3,"respondents":15,"course_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","invitations":4,"respondents":30,"course_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["respondents","invitations"],"type":"string","default":"respondents"}}},"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_grJkHtN-jdKxDFLu0pxM8","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 survey participation rows exactly and computes a secondary-measure weighted mean for respondent/invitation data, returning two analytical reports for up to 200 rows.","exampleAgentPrompt":"I have a list of survey participation records with respondents and invitations across different course groups — can you deduplicate the rows exactly and then compute a weighted mean on the respondents field? Here are up to 200 rows with row_id, date, course_group, respondents, and invitations.","exampleUseCases":[{"title":"Cleaning duplicate course survey responses","prompt":"I've got survey participation data for multiple course groups with some duplicate entries — can you run exact row deduplication on my records and then calculate the weighted mean of respondents across the dataset? I have about 150 rows with row_id, date, course_group, respondents, and invitations fields."},{"title":"Weighted participation rate by invitation count","prompt":"For my education survey results, I need you to deduplicate the participation rows and then compute a weighted mean using invitations as the field — I have around 80 records covering different course groups and dates."},{"title":"Audit survey data quality before reporting","prompt":"Before I submit my quarterly survey report, can you deduplicate my participation records and give me a weighted mean summary on the respondents field? I have 200 rows with date, course_group, respondents, and invitations that need cleaning first."}],"resultDescription":"Returns two analytical reports: (1) an exact row deduplication result showing unique survey participation records with duplicates removed, and (2) a weighted mean calculation for the selected secondary measure field (respondents or invitations), computed across the deduplicated dataset grouped by course_group and date.","failureModes":["Row count exceeds 200 items — request will be rejected","Missing required fields (row_id, course_group, date, respondents, or invitations) cause validation errors","Invalid date format (must be YYYY-MM-DD) triggers schema rejection","Numeric values outside ±1,000,000,000,000 range cause validation failure","Empty rows array returns an error","Invalid field enum value (must be 'respondents' or 'invitations') causes rejection"],"whenToPreferThis":"Choose this endpoint when you have survey participation tabular data (respondents + invitations per course group) that needs both exact deduplication and a weighted mean computed in a single call, returning two reports at low cost ($0.01 USDC). Prefer this over general-purpose analytics when working with education survey data up to 200 rows and needing offline/local computation without external lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-30T19:11:43.240Z","isFirstParty":false,"canonicalSlug":"survey-participation-deduplication-weighted-mean-analyzer-6fe7cba5"}