Introduction of Pandas

What is Pandas ?

• Pandas is a fast, powerful, flexible and easy to use open source data analysis and manipulation tool, built on top of the Python programming language.
• if you Know about in Pandas
• In the Pandas Moslty Use DataFrame and Series.
• Pandas is designed to simplify and speed up data manipulation tasks by providing easy-to-use methods that can operate on both small and large datasets efficiently.

Key Concepts

• Handling Missing Data
• Data Wrangling
• Vectorized Operations
• Time Series Support
• Input and Output
• Memory-efficient
• Indexing and Selection

Data Structures In Pandas

Series

• Series is a One Dimesional Array,similler to table row.
• Each Values are associated by index or lable.

DataFrame

• DataFrame is Two Dimesional Array,similler to table.
• It consists of multiple Series, where each column in the DataFrame is a Series
• the index is used to label the rows.