What are the Python tools for data analysis?

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Python offers a wide range of powerful tools and libraries for data analysis. Here are some popular Python tools for data analysis:

Pandas: Pandas is a versatile library for data manipulation and analysis. It provides data structures like DataFrames and Series, which allow for efficient handling, cleaning, transforming, and analyzing structured data.
NumPy: NumPy is a fundamental library for numerical computing in Python. It provides support for large, multi-dimensional arrays and matrices, along with a collection of mathematical functions. NumPy forms the foundation for many other data analysis libraries.

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