What is pandas python?
The open-source pandas library provides data structures and analysis tools for the Python programming language. It offers high-performance functionality for handling and manipulating diverse data types. The library supports a wide range of data sources, enabling efficient data loading, cleaning, transformation, and exploration. Developers can leverage pandas to build scalable and flexible data-driven applications that address complex business requirements
Highlights
- Supports multiple file formats including CSV, Excel, SQL databases, and more
- Provides DataFrame and Series data structures for structured and labeled data
- Enables data manipulation, filtering, and aggregation through a rich set of functions
- Includes tools for handling missing data, time series analysis, and data visualization
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