What are the different types of plots I can create with a Pandas DataFrame?

What are the different types of plots I can create with a Pandas DataFrame?

You can create various plots with a Pandas DataFrame, including line plots, bar plots, histograms, scatter plots, and box plots.

Can you show me how to create a bar plot?

Sure! You can create a bar plot using the plot method. For example:

import pandas as pd
import matplotlib.pyplot as plt

df = pd.DataFrame({'Category': ['A', 'B', 'C'], 'Values': [10, 20, 15]})
df.plot(kind='bar', x='Category', y='Values')
plt.show()

What about a scatter plot?

To create a scatter plot, you can use the following code:

df.plot(kind='scatter', x='Column1', y='Column2')
plt.show()
``` Make sure to replace 'Column1' and 'Column2' with your actual column names.

Are there any customization options for these plots?

Yes, you can customize titles, labels, colors, and more using parameters in the plot method or by using Matplotlib functions.