What are some examples of data visualization in Python?

What are some examples of data visualization in Python?

Python offers various libraries for data visualization, such as Matplotlib, Seaborn, and Plotly. Would you like to see examples using any specific library?

Yes, can you show me an example using Matplotlib?

Sure! Here's a simple example using Matplotlib to create a line plot:

import matplotlib.pyplot as plt

x = [1, 2, 3, 4, 5]
y = [2, 3, 5, 7, 11]

plt.plot(x, y)
plt.title('Line Plot Example')
plt.xlabel('X-axis')
plt.ylabel('Y-axis')
plt.show()

This code will generate a line plot of the data points.

That looks great! What about using Seaborn?

Here's an example using Seaborn to create a scatter plot:

import seaborn as sns
import matplotlib.pyplot as plt

# Load an example dataset
iris = sns.load_dataset('iris')

# Create a scatter plot
sns.scatterplot(data=iris, x='sepal_length', y='sepal_width', hue='species')
plt.title('Iris Sepal Dimensions')
plt.show()

This will display a scatter plot of the iris dataset, colored by species.