Data manipulation involves the process of altering or transforming raw data to make it more meaningful, useful, and suitable for analysis.

Here are some key aspects and techniques of data manipulation in Python

Pandas Library

Pandas is a powerful library for data manipulation and analysis in Python.

Selecting Data

Filtering Data

Handling Missing Data

Grouping and Aggregation

Merging and Joining Data

Sorting Data

Applying Function

Reshaping Data