Read the statements given below and identify the right...

Read the statements given below and identify the right option to draw a histogram. Statement A: To make a Histogram with Matplotlib, we can use the plt.hist() function. Statement B: The bin parameter is compulsory to create histogram. (A) Statement A is correct (B) Statement B is correct (C) Statement A is correct, but Statement B is incorrect (D) Statement A is incorrect, but Statement B is correct

Read the statements given below and identify the right option to draw a histogram.
Statement A: To make a Histogram with Matplotlib, we can use the plt.hist() function.
Statement B: The bin parameter is compulsory to create histogram.
(A) Statement A is correct
(B) Statement B is correct
(C) Statement A is correct, but Statement B is incorrect
(D) Statement A is incorrect, but Statement B is correct

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Key Concepts

Histogram

A histogram is a graphical representation of data distribution that uses bars of varying heights to show the frequency of data points within specified ranges or bins. This concept is widely used in statistics to visually summarize large data sets and identify patterns in the distribution of values.

Matplotlib

Matplotlib is a comprehensive Python library widely used for creating static, interactive, and animated visualizations. It provides various plotting functions, including those for drawing histograms, which are essential tools for data analysis and visualization.

Plotting Histograms with Function Parameters

When creating histograms in programming libraries like Matplotlib, functions (such as plt.hist) are used to generate the graph based on input parameters. While parameters like the number of bins (which determine the range intervals for grouping the data) can be specified to customize the appearance of the histogram, they are often optional because default values are provided if the user does not specify them.

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