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 :
