In this section, we are going to explore different types of analysis. We will start with univariate analysis, then move on to bivariate analysis, and, finally, we will discuss multivariate analysis.
Types of analysis
by Suresh Kumar Mukhiya,
Usman Ahmed
Hands-On Exploratory Data Analysis with Python
- 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
Types of analysis
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