Simple Z score based outlier detection.
import numpy as np
z = (df["salary"] - df["salary"].mean()) / df["salary"].std()
outliers = df[np.abs(z) > 3]
Why this matters:
• Clean data
• Better models
• Fewer surprises in production
Small code. Big impact.