bokeh.models #It is a low level interface which involves a lot of work

bokeh.plotting # It is a middle level interface

bokeh.chart # It is a  high level interface

Lets try to create scatter plot

lets create a dataframe and add some values to it for our plot

lets add some values to the X and Y axis

lets store the scatterplot in a variable

we can save our file as html using the output_file method and we can also show our plot using the show method

lets now plot using the bokeh.plotting interface

lets import the figure object from the plotting interface as that is the main object we will be using to plot. the idea is that you make an empty figure and you add objects to it

lets store the figure object in a variable. we can set the with and height of the figure or we can leave it blank to use defaut with
and height

you can also customise the plot¶

let’s use the circle method to plot our scatter plots. the circle method takes array of X and Y values. You can also set the size of the scatter circles

You can use a list to determine the size each X,Y pair of plot

you can get a full HELP with the p variable by typing help(p)

lets plot some time series data

responsive = True enlarges the whole graph to cover the screen

lets plot with a line graph

lets save the file and also show it