E-book details

Matplotlib 3.0 Cookbook. Over 150 recipes to create highly detailed interactive visualizations using Python

Matplotlib 3.0 Cookbook. Over 150 recipes to create highly detailed interactive visualizations using Python

Srinivasa Rao Poladi

Ebook
Matplotlib provides a large library of customizable plots, along with a comprehensive set of backends. Matplotlib 3.0 Cookbook is your hands-on guide to exploring the world of Matplotlib, and covers the most effective plotting packages for Python 3.7.

With the help of this cookbook, you'll be able to tackle any problem you might come across while designing attractive, insightful data visualizations. With the help of over 150 recipes, you'll learn how to develop plots related to business intelligence, data science, and engineering disciplines with highly detailed visualizations. Once you've familiarized yourself with the fundamentals, you'll move on to developing professional dashboards with a wide variety of graphs and sophisticated grid layouts in 2D and 3D. You'll annotate and add rich text to the plots, enabling the creation of a business storyline. In addition to this, you'll learn how to save figures and animations in various formats for downstream deployment, followed by extending the functionality offered by various internal and third-party toolkits, such as axisartist, axes_grid, Cartopy, and Seaborn.

By the end of this book, you'll be able to create high-quality customized plots and deploy them on the web and on supported GUI applications such as Tkinter, Qt 5, and wxPython by implementing real-world use cases and examples.
  • 1. Anatomy of Matplotlib
  • 2. Getting Started with Basic Plots
  • 3. Plotting Multiple Charts, Subplots, and Figures
  • 4. Developing Visualizations for Publishing Quality
  • 5. Plotting with Object Oriented API
  • 6. Plotting with Advanced Features
  • 7. Embedding Text and Expressions
  • 8. Saving the Figure in Different formats
  • 9. Developing Interactive Plots
  • 10. Embedding Plots in Graphical User Interface
  • 11. Plotting 3D Graphs Using the mplot3d Toolkit
  • 12. Using the axisartist Toolkit
  • 13. Using the axes_grid1 Toolkit
  • 14. Plotting Geographical Maps Using Cartopy Toolkit
  • 15. Exploratory Data Analysis Using the Seaborn Toolkit
  • Title: Matplotlib 3.0 Cookbook. Over 150 recipes to create highly detailed interactive visualizations using Python
  • Author: Srinivasa Rao Poladi
  • Original title: Matplotlib 3.0 Cookbook. Over 150 recipes to create highly detailed interactive visualizations using Python
  • ISBN: 9781789138665, 9781789138665
  • Date of issue: 2018-10-23
  • Format: Ebook
  • Item ID: e_15ar
  • Publisher: Packt Publishing