Bokeh is cool, but I&#x27;ve found that it&#x27;s method for customizing appearance of graphs is a little unintuitive and clunky.<p>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.<p><a href="http:&#x2F;&#x2F;nbviewer.jupyter.org&#x2F;github&#x2F;Niksko&#x2F;redditCommentData&#x2F;blob&#x2F;master&#x2F;CommentAnalysis.ipynb" rel="nofollow">http:&#x2F;&#x2F;nbviewer.jupyter.org&#x2F;github&#x2F;Niksko&#x2F;redditCommentData&#x2F;...</a><p>That being said, I&#x27;m reasonably happy with the results. And that pannable, zoomable line graph is pretty fancy and is easy to set up.