- Matplotlib 3.0 Cookbook, Srinivasa Rao Poladi, Packt Publishing, October 22, 2018
- Matplotlib Plotting Cookbook, Alexandre Devert, Packt Publishing, March 26, 2014
- Data Visualization with Python, Mario Döbler, Tim Großmann, Packt Publishing, February 28, 2019
- No Humble Pie: The Origins and Usage of a Statistical Chart, Ian Spence, University of Toronto, 2005.
- Title Page
- Copyright and Credits
- About Packt
- Contributors
- Preface
- Section 1: The Fundamentals of EDA
- Exploratory Data Analysis Fundamentals
- Visual Aids for EDA
- EDA with Personal Email
- Data Transformation
- Technical requirements
- Background
- Merging database-style dataframes
- Transformation techniques
- Benefits of data transformation
- Summary
- Further reading
- Section 2: Descriptive Statistics
- Descriptive Statistics
- Grouping Datasets
- Correlation
- Time Series Analysis
- Section 3: Model Development and Evaluation
- Hypothesis Testing and Regression
- Model Development and Evaluation
- EDA on Wine Quality Data Analysis
- Appendix
- Other Books You May Enjoy
Further reading
-
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