I prefer the aesthetic of the defaults in plotly over Bokeh. Also, for most of my tasks I can simply use dataframe.iplot() using the library from [1] above, and I value that simplicity. Lastly, I prefer that plotly is built on top of d3js so I have access to that api if I want to do anything crazy, whereas Bokeh reinvented the wheel a bit with BokehJS.