Overview of Exploratory Data Analysis (EDA)
EDA or Exploratory Data Analysis is an expression utilized for data science in which the focus is to understand insights of the data through Visualization or by Statistical Analysis.
The steps involved are:
- Firstly we focus on variable identification - we identify the data type and category of variables.
- Univariate analysis
- Multivariate analysis