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Deep Analysis with Polars

Transforming and Visualizing Data for Insights

Joram Mutenge

Learn Polars, the pandas killer for data analysis.

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About

About

About the Book

As data grows in size and complexity, efficient tools are essential. Polars is a fast, modern DataFrame library designed for performance and clarity. This book shows you how to use it to analyze data effectively and at scale.

Ideal for programmers, data analysts, data scientists, data engineers, and analytics engineers, this guide combines real-world datasets with practical best practices to help you build reliable, high-performance analytical workflows.

With clear explanations, diagrams, and tables, you'll quickly learn how to work with:

  • Series and DataFrames
  • Expressions and chaining
  • Grouping and aggregation
  • Joining and pivoting
  • Plotting and visualization
  • And more

 

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PythonDatabases

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About the Author

Joram Mutenge

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