Creating a Random Histogram with Bokeh

This function uses the Histogram class from the Bokeh library to create a histogram. If no data is provided by the user, it generates random data. Users can also specify the ranges for the x and y axes as well as the title of the histogram.

Technology Stack : Bokeh, Histogram, Numpy

Code Type : The type of code

Code Difficulty : Intermediate

                
                    
def random_histogram(data, x_range=None, y_range=None, title="Random Histogram"):
    from bokeh.plotting import figure, show
    from bokeh.charts import Histogram
    from numpy.random import randint
    import numpy as np

    # Generate random data if not provided
    if data is None:
        data = np.random.normal(0, 1, 1000)

    # Create a histogram using Bokeh
    h = Histogram(data, x_range=x_range, y_range=y_range, title=title)
    h.render()

    # Display the histogram
    show(h)