Bokeh is a Python interactive data visualization. It renders its plots using HTML and JavaScript. It targets modern web browsers for presentation providing elegant, concise construction of novel graphics with high-performance interactivity.
Bokeh can be used to plot a scatter plot on a graph. Plotting squares on a graph can be done using the scatter() method of the plotting module.
plotting.figure.scatter()
Syntax : scatter(parameters)
Parameters :
- x : x-coordinates of the center of the glyphs
- y : y-coordinates of the center of the glyphs
- marker : signifies the type of the glyph
Returns : an object of class
GlyphRenderer
Example 1 : In this example we will be using the default values for plotting the graph.
# importing the modules from bokeh.plotting import figure, output_file, show # file to save the model output_file("gfg.html") # instantiating the figure object graph = figure(title = "Bokeh Scatter Graph") # the points to be plotted x = [1, 2, 3, 4, 5] y = [1, 2, 3, 4, 5] # plotting the graph graph.scatter(x, y) # displaying the model show(graph) |
Output :
Example 2 : In this example we will be plotting multiple scatter points with various other parameters
# importing the modules from bokeh.plotting import figure, output_file, show from bokeh.palettes import magma import random # file to save the model output_file("gfg.html") # instantiating the figure object graph = figure(title = "Bokeh Scatter Graph") # name of the x-axis graph.xaxis.axis_label = "x-axis" # name of the y-axis graph.yaxis.axis_label = "y-axis" # points to be plotted x = [n for n in range(256)] y = [random.random() + 1 for n in range(256)] size = 10 # color value of the scatter points color = magma(256) # plotting the graph graph.scatter(x, y, size = size, color = color) # displaying the model show(graph) |
Output :
<!–
–>
Pandas Scatter Plot – DataFrame.plot.scatter()
Python Bokeh – Plotting a Line Graph
Python Bokeh – Plotting Ellipses on a Graph
Python Bokeh – Plotting Dots on a Graph
Python Bokeh – Plotting Diamond Dots on a Graph
Python Bokeh – Plotting Diamond Crosses on a Graph
Python Bokeh – Plotting Diamonds on a Graph
Python Bokeh – Plotting Dashes on a Graph
Python Bokeh – Plotting Hexagons on a Graph
Python Bokeh – Plotting Hexagon Dots on a Graph
Please Login to comment…