Visualizing Threat Patterns

📈 Charts You Will Build

You will visualize things like:

• number of suspicious logins

• failed logins vs normal logins

• retries distribution

import matplotlib.pyplot as plt

df['suspicious'].value_counts().plot(kind='bar')
plt.title("Normal vs Suspicious Activity")
plt.show()