Bokeh – Vertical layout of plots
Bokeh includes several layout options for arranging plots and widgets. They make it possible to arrange multiple components to create interactive data applications. The layout functions helps build a grid of plots and widgets. It supports nesting of as many rows, columns, or grids of plots together as required. In addition, Bokeh layouts support a number of “sizing modes”. These sizing modes allow plots and widgets to resize based on the browser window.
In bokeh multiple layouts can be shown in a single column itself.
Syntax:
column(plot1, plot2, …, plotn)
Approach
- Import module
- Create multiple plots
- Align using column()
- Display plot
Example 1:
Python3
# python program for bokeh column layout from bokeh.io import output_file, show from bokeh.layouts import column from bokeh.plotting import figure # output will be in GFG.html output_file("GFG.html") currentList = list(range(7)) # creating three Lists List1,List2,List3 List1 = currentList List2 = [i/2 for i in currentList] List3 = [i*2 for i in currentList] # creating three plots f1,f2,f3 f1 = figure(plot_width=200, plot_height=150, background_fill_color="#fc8803") f1.circle(currentList, List1, size=12, color="#53777a", alpha=0.8) f2 = figure(plot_width=200, plot_height=150, background_fill_color="#fc8803") f2.triangle(currentList, List2, size=12, color="#c02942", alpha=0.8) f3 = figure(plot_width=200, plot_height=150, background_fill_color="#fc8803") f3.square(currentList, List3, size=12, color="#d95b43", alpha=0.8) # show plots in column show(column(f1, f2, f3)) |
Output :
Example 2 :
Python3
# python program for bokeh column layout from bokeh.io import output_file, show from bokeh.layouts import column from bokeh.plotting import figure # output will be in GFG.html output_file("GFG.html") currentList = list(range(7)) List1 = currentList List2 = [i % 2 for i in currentList] List3 = [i % 10 for i in currentList] f1 = figure(plot_width=200, plot_height=150, background_fill_color="#fc8803") f1.circle(currentList, List1, size=12, color="#53777a", alpha=0.8) f2 = figure(plot_width=200, plot_height=150, background_fill_color="#fc8803") f2.triangle(currentList, List2, size=12, color="#c02942", alpha=0.8) f3 = figure(plot_width=200, plot_height=150, background_fill_color="#fc8803") f3.square(currentList, List3, size=12, color="#d95b43", alpha=0.8) show(column(f1, f2, f3)) |
Output :