Bokeh is cool, but I've found that it's method for customizing appearance of graphs is a little unintuitive and clunky. For example, have a look at this cursor

Bokeh is cool, but I've found that it's method for customizing appearance of graphs is a little unintuitive and clunky. For example, have a look at this cursory analysis of my Reddit comments that I did late last year. Getting the graphs to look nice felt like pulling teeth at the time. http://nbviewer.jupyter.org/github/Niksko/redditCommentData/blob/master/CommentAnalysis.ipynb http://nbviewer.jupyter.org/github/Niksko/redditCommentData/... That being said, I'm reasonably happy with the results. And that pannable, zoomable line graph is pretty fancy and is easy to set up.