Random Normal Distribution Histogram with Bokeh

This function generates a histogram of random data based on a normal distribution using the Bokeh library.

Technology Stack : Bokeh, NumPy

Code Type : Chart generation

Code Difficulty : Intermediate

                
                    
def random_histogram(data):
    from bokeh.plotting import figure, show
    from bokeh.charts import Histogram
    from numpy import random

    # Generate random data
    data = random.normal(size=1000)

    # Create a histogram with Bokeh
    p = figure(title="Random Data Histogram", tools="pan,wheel_zoom,box_zoom,reset", width=800, height=600)
    hist, edges = np.histogram(data, bins=50)
    p.quad(top=hist, bottom=0, left=edges[:-1], right=edges[1:], color='navy', alpha=0.5)

    # Show the plot
    show(p)