Pandas — Visualization

Basic plots

import pandas as pd
import matplotlib.pyplot as plt

df = pd.DataFrame({'A': [1, 2, 3], 'B': [4, 5, 6]})

# Line plot
df.plot()
plt.show()

# Bar plot
df.plot(kind='bar')
plt.show()

# Scatter
df.plot.scatter(x='A', y='B')
plt.show()

Histogram

df['A'].hist()
plt.show()

Box plot

df.boxplot()
plt.show()

Customize

df.plot(title='My Plot', xlabel='X', ylabel='Y', figsize=(10, 6))
plt.show()

Mini Practice

1. Create line plots
2. Make bar charts
3. Plot histograms
4. Customize plots

Up Next

Continue with Style - DataFrame styling.