Creating a Scatter Plot with Bokeh

This function creates a scatter plot using the Bokeh library. It uses ColumnDataSource to handle the data and draws the scatter plot using the scatter method.

Technology Stack : Bokeh, ColumnDataSource, Scatter plot

Code Type : The type of code

Code Difficulty : Intermediate

                
                    
import numpy as np
from bokeh.plotting import figure, show
from bokeh.models import ColumnDataSource
import pandas as pd

def create_scatter_plot(data):
    # Create a ColumnDataSource from the DataFrame
    source = ColumnDataSource(data)
    
    # Create a new plot with a title and axis labels
    p = figure(title="Scatter Plot", x_axis_label='X-axis', y_axis_label='Y-axis')
    
    # Add a scatter renderer to the plot
    p.scatter('x', 'y', source=source)
    
    # Display the results
    show(p)

# Sample data for demonstration
data = {
    'x': [1, 2, 3, 4, 5],
    'y': [5, 6, 2, 3, 8]
}