Pandas data processing

Pandas is used for structured data analysis and batch processing tasks.

Loading data

import pandas as pd

df = pd.read_csv("data.csv")

Filtering

df = df[df["status"] == "active"]

Performance notes

Avoid using iterrows for large datasets. Prefer vectorized operations.