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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.