How can I visualize data using Pandas?

How can I visualize data using Pandas?

You can use the plot() function in Pandas to create various types of visualizations like line plots, bar charts, and histograms.

Can you show me an example of a bar chart?

Sure! Here's a simple example:

import pandas as pd
import matplotlib.pyplot as plt

data = {'Fruits': ['Apples', 'Bananas', 'Cherries'], 'Counts': [10, 15, 7]}
df = pd.DataFrame(data)
df.plot(kind='bar', x='Fruits', y='Counts')
plt.show()

What if I want to customize the chart's colors?

You can customize colors by using the color parameter in the plot() function. For example:

df.plot(kind='bar', x='Fruits', y='Counts', color=['red', 'yellow', 'pink'])

How do I save the plot as an image?

You can save the plot using plt.savefig('filename.png') before calling plt.show(). This will save the image in the specified format.