{"action":"created","issue":{"url":"https://api.github.com/repos/bokeh/bokeh/issues/3526","labels_url":"https://api.github.com/repos/bokeh/bokeh/issues/3526/labels{/name}","comments_url":"https://api.github.com/repos/bokeh/bokeh/issues/3526/comments","events_url":"https://api.github.com/repos/bokeh/bokeh/issues/3526/events","html_url":"https://github.com/bokeh/bokeh/issues/3526","id":124813096,"number":3526,"title":"New Enhanced Statistical Plots, Box Plots, and Violin Plot Overlays","user":{"login":"dragoljub","id":2701562,"avatar_url":"https://avatars.githubusercontent.com/u/2701562?v=3","gravatar_id":"","url":"https://api.github.com/users/dragoljub","html_url":"https://github.com/dragoljub","followers_url":"https://api.github.com/users/dragoljub/followers","following_url":"https://api.github.com/users/dragoljub/following{/other_user}","gists_url":"https://api.github.com/users/dragoljub/gists{/gist_id}","starred_url":"https://api.github.com/users/dragoljub/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/dragoljub/subscriptions","organizations_url":"https://api.github.com/users/dragoljub/orgs","repos_url":"https://api.github.com/users/dragoljub/repos","events_url":"https://api.github.com/users/dragoljub/events{/privacy}","received_events_url":"https://api.github.com/users/dragoljub/received_events","type":"User","site_admin":false},"labels":[{"url":"https://api.github.com/repos/bokeh/bokeh/labels/type:%20feature","name":"type: feature","color":"53777A"}],"state":"open","locked":false,"assignee":null,"milestone":{"url":"https://api.github.com/repos/bokeh/bokeh/milestones/11","html_url":"https://github.com/bokeh/bokeh/milestones/short-term","labels_url":"https://api.github.com/repos/bokeh/bokeh/milestones/11/labels","id":811343,"number":11,"title":"short-term","description":"Collects issues that need to be resolved soon, but not before the next release.\r\nThis milestone is always open and it gets populated from the either the long-term milestone or from new (unmilestoned) issues.\r\n\r\nRef: https://github.com/ContinuumIO/bokeh/wiki/BEP-1:-Issues-and-PRs-management#issue-times","creator":{"login":"damianavila","id":1640669,"avatar_url":"https://avatars.githubusercontent.com/u/1640669?v=3","gravatar_id":"","url":"https://api.github.com/users/damianavila","html_url":"https://github.com/damianavila","followers_url":"https://api.github.com/users/damianavila/followers","following_url":"https://api.github.com/users/damianavila/following{/other_user}","gists_url":"https://api.github.com/users/damianavila/gists{/gist_id}","starred_url":"https://api.github.com/users/damianavila/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/damianavila/subscriptions","organizations_url":"https://api.github.com/users/damianavila/orgs","repos_url":"https://api.github.com/users/damianavila/repos","events_url":"https://api.github.com/users/damianavila/events{/privacy}","received_events_url":"https://api.github.com/users/damianavila/received_events","type":"User","site_admin":false},"open_issues":278,"closed_issues":33,"state":"open","created_at":"2014-10-02T12:30:03Z","updated_at":"2016-01-20T07:26:25Z","due_on":null,"closed_at":null},"comments":2,"created_at":"2016-01-04T18:35:18Z","updated_at":"2016-01-21T18:32:54Z","closed_at":null,"body":"Here is a nice example of more scientific oriented stats plots entirely built with bokeh glyfs. Would love to incorporate these into the new BoxPlot high-level charting interface.\r\n\r\nCode is all here:\r\nhttps://github.com/rsgoodwin/splot\r\n\r\n![example1](https://cloud.githubusercontent.com/assets/2701562/12097074/808aef60-b2ce-11e5-8ccf-1ececabf1d09.PNG)\r\n![example2](https://cloud.githubusercontent.com/assets/2701562/12097079/8487e186-b2ce-11e5-81db-67610f5330a8.PNG)\r\n\r\n\r\n\r\n"},"comment":{"url":"https://api.github.com/repos/bokeh/bokeh/issues/comments/173666507","html_url":"https://github.com/bokeh/bokeh/issues/3526#issuecomment-173666507","issue_url":"https://api.github.com/repos/bokeh/bokeh/issues/3526","id":173666507,"user":{"login":"dragoljub","id":2701562,"avatar_url":"https://avatars.githubusercontent.com/u/2701562?v=3","gravatar_id":"","url":"https://api.github.com/users/dragoljub","html_url":"https://github.com/dragoljub","followers_url":"https://api.github.com/users/dragoljub/followers","following_url":"https://api.github.com/users/dragoljub/following{/other_user}","gists_url":"https://api.github.com/users/dragoljub/gists{/gist_id}","starred_url":"https://api.github.com/users/dragoljub/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/dragoljub/subscriptions","organizations_url":"https://api.github.com/users/dragoljub/orgs","repos_url":"https://api.github.com/users/dragoljub/repos","events_url":"https://api.github.com/users/dragoljub/events{/privacy}","received_events_url":"https://api.github.com/users/dragoljub/received_events","type":"User","site_admin":false},"created_at":"2016-01-21T18:32:53Z","updated_at":"2016-01-21T18:32:53Z","body":"@fpliger thanks for taking a look. :+1: Please feel free run with the code linked above following the best practices for making bokeh charts.\r\n\r\nThe original goal was to use \"[Tidy Data](http://vita.had.co.nz/papers/tidy-data.pdf)\" formatted DataFrames. Much like [seaborn data-aware grids](http://stanford.edu/~mwaskom/software/seaborn/tutorial/axis_grids.html?highlight=tidy) (\"In brief, that means your DataFrame should be structured such that each column is a variable and each row is an observation.\") That is, long form data frames with indicator columns that describe observations of data points. This way you have more flexibility when dealing with missing data points compared to a fully pivoted data frame with many index aligned column series."}}