Plotting with glyphs

In this section, we will learn how to plot the following types of plot using glyphs:

• Line plots: Line plots offer a way of visualizing the movements of points along the x-and y-axes in the form of a line. These plots are useful for performing time series analytics.
• Bar plots: Bar plots are useful for indicating the count of each category of a particular column or field in your dataset. 
• Patch plots: Patch plots are used to indicate a region of points in a particular shade of color. Such plots can be used to distinguish different groups within the same dataset.
• Scatter plots: Scatter plots are used to visualize the relationship between two variables and to indicate the strength of correlation between them. 

Creating line plots

We can plot a simple line plot in Bokeh using the following code: 

#Importing the required packages

from bokeh.io import output_file, show

from bokeh.plotting import figure

#Creating our data arrays used for plotting the line plot

x = [5,6,7,8,9,10...