Web Reference: Show the counts of observations in each categorical bin using bars. A count plot can be thought of as a histogram across a categorical, instead of quantitative, variable. The basic API and options are identical to those for barplot(), so you can compare counts across nested variables. Jul 15, 2025 · This code demonstrates how to create a count plot using Seaborn to visualize the distribution of passengers by class in the Titanic dataset. The plot also differentiates between male and female passengers using the hue parameter. The Seaborn countplot() function provides a familiar API for creating count plots. This allows you to work with either vector data or, as you’re more likely to do, with Pandas DataFrame. The code block below provides an overview of the parameters and default arguments available to you in the sns.countplot()function: While we won’t explore all of th...
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