{"action":"created","issue":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/10733","repository_url":"https://api.github.com/repos/scikit-learn/scikit-learn","labels_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/10733/labels{/name}","comments_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/10733/comments","events_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/10733/events","html_url":"https://github.com/scikit-learn/scikit-learn/issues/10733","id":301237397,"number":10733,"title":"API for returning datasets as DataFrames","user":{"login":"jnothman","id":78827,"avatar_url":"https://avatars2.githubusercontent.com/u/78827?v=4","gravatar_id":"","url":"https://api.github.com/users/jnothman","html_url":"https://github.com/jnothman","followers_url":"https://api.github.com/users/jnothman/followers","following_url":"https://api.github.com/users/jnothman/following{/other_user}","gists_url":"https://api.github.com/users/jnothman/gists{/gist_id}","starred_url":"https://api.github.com/users/jnothman/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/jnothman/subscriptions","organizations_url":"https://api.github.com/users/jnothman/orgs","repos_url":"https://api.github.com/users/jnothman/repos","events_url":"https://api.github.com/users/jnothman/events{/privacy}","received_events_url":"https://api.github.com/users/jnothman/received_events","type":"User","site_admin":false},"labels":[{"id":12995769,"url":"https://api.github.com/repos/scikit-learn/scikit-learn/labels/Easy","name":"Easy","color":"02d7e1","default":false},{"id":12995801,"url":"https://api.github.com/repos/scikit-learn/scikit-learn/labels/Enhancement","name":"Enhancement","color":"d7e102","default":false},{"id":723599497,"url":"https://api.github.com/repos/scikit-learn/scikit-learn/labels/help%20wanted","name":"help wanted","color":"33aa3f","default":true}],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":0,"created_at":"2018-03-01T00:38:35Z","updated_at":"2018-03-01T05:38:53Z","closed_at":null,"author_association":"OWNER","body":"Users should be able to get datasets returned as [Sparse]DataFrames with named columns in this day and age, for those datasets otherwise providing a Bunch with `feature_names`. This would be controlled with an `as_frame` parameter (though `return_X_y='frame'` would mean the common usage is more succinct)."},"comment":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/comments/369479735","html_url":"https://github.com/scikit-learn/scikit-learn/issues/10733#issuecomment-369479735","issue_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/10733","id":369479735,"user":{"login":"layog","id":2864326,"avatar_url":"https://avatars0.githubusercontent.com/u/2864326?v=4","gravatar_id":"","url":"https://api.github.com/users/layog","html_url":"https://github.com/layog","followers_url":"https://api.github.com/users/layog/followers","following_url":"https://api.github.com/users/layog/following{/other_user}","gists_url":"https://api.github.com/users/layog/gists{/gist_id}","starred_url":"https://api.github.com/users/layog/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/layog/subscriptions","organizations_url":"https://api.github.com/users/layog/orgs","repos_url":"https://api.github.com/users/layog/repos","events_url":"https://api.github.com/users/layog/events{/privacy}","received_events_url":"https://api.github.com/users/layog/received_events","type":"User","site_admin":false},"created_at":"2018-03-01T05:38:53Z","updated_at":"2018-03-01T05:38:53Z","author_association":"NONE","body":"I would like to work upon this. Seems like a good first issue. If I understand it correctly, the task is to add an argument to the load function for returning a DataFrame. So in case of iris dataset, this can be `dataset.load_iris(as_frame=True)`. Am I right?"}}
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