{"action":"opened","issue":{"url":"https://api.github.com/repos/annasxu/speed-dating/issues/1","repository_url":"https://api.github.com/repos/annasxu/speed-dating","labels_url":"https://api.github.com/repos/annasxu/speed-dating/issues/1/labels{/name}","comments_url":"https://api.github.com/repos/annasxu/speed-dating/issues/1/comments","events_url":"https://api.github.com/repos/annasxu/speed-dating/issues/1/events","html_url":"https://github.com/annasxu/speed-dating/issues/1","id":261099582,"number":1,"title":"Peer Review by Jessie Wang","user":{"login":"Jessiewangyuji","id":7197378,"avatar_url":"https://avatars0.githubusercontent.com/u/7197378?v=4","gravatar_id":"","url":"https://api.github.com/users/Jessiewangyuji","html_url":"https://github.com/Jessiewangyuji","followers_url":"https://api.github.com/users/Jessiewangyuji/followers","following_url":"https://api.github.com/users/Jessiewangyuji/following{/other_user}","gists_url":"https://api.github.com/users/Jessiewangyuji/gists{/gist_id}","starred_url":"https://api.github.com/users/Jessiewangyuji/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/Jessiewangyuji/subscriptions","organizations_url":"https://api.github.com/users/Jessiewangyuji/orgs","repos_url":"https://api.github.com/users/Jessiewangyuji/repos","events_url":"https://api.github.com/users/Jessiewangyuji/events{/privacy}","received_events_url":"https://api.github.com/users/Jessiewangyuji/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":0,"created_at":"2017-09-27T20:00:39Z","updated_at":"2017-09-27T20:00:39Z","closed_at":null,"author_association":"NONE","body":"The speed dating project is targeted to understand what are the key factors in the success of finding romantic partners and also how self-images and others' perceptions correlate or differ from one another. The project uses a speed dating dataset collected from 552 participants from 02-04 with data columns such as ratings of areas such as Attractiveness, Sincerity, Fun, Ambition, and Shared Interests, and participants' information. The objective of this project is to understand and apply model learnt to help people find partners faster with a higher success rate. \r\n\r\nI think this would be an interesting study to conduct. The proposal gave a detailed background introduction on why this study is important and how the study can help improve the current dating market. I think the questions the project can answer is very carefully thought. I like the questions about the relation between self-images and others' perceptions a lot as it takes a step further instead of just trying to figure out the impact of each data feature on the result of dating. Also the proposal in general is pretty fun to read. \r\n\r\nHowever, i am a little concerned about if the dataset chosen is enough to answer the questions proposed. One thing is that the data is collected a while back from 02-04, the model learnt may not be sufficient enough to interpret how people choose dates today. Also 552 participants seems to be a pretty small training sample and we also need to consider leaving some data for validation too. So maybe getting more data from recent years and more data on different participants if possible would help. "}}
{"actor":{"display_login":"Jessiewangyuji"}}