What are some examples of plotting with pandas?

What are some examples of plotting with pandas?

Pandas offers various plotting options using its built-in plotting capabilities. Would you like to see examples of line plots, bar charts, or scatter plots?

Can you show me a line plot example?

Sure! Here's a simple example:

import pandas as pd
import matplotlib.pyplot as plt

df = pd.DataFrame({'x': [1, 2, 3, 4], 'y': [10, 20, 25, 30]})
df.plot(x='x', y='y', kind='line')
plt.show()

This will create a line plot of the values in 'y' against 'x'.

What about a bar chart?

Here's how you can create a bar chart:

df.plot(x='x', y='y', kind='bar')
plt.show()

This will display a bar chart representing the same data.

Can I customize the plot's appearance?

Absolutely! You can customize titles, labels, colors, and more. For example:

df.plot(x='x', y='y', kind='line', title='My Line Plot', xlabel='X-axis', ylabel='Y-axis', color='red')
plt.show()