Exploratory Data Analysis (EDA)

🔍 Exploratory Data Analysis (EDA) is the process of understanding your data before applying models or making decisions. EDA is your first step toward turning raw data into real understanding.

Loading Data

You can load built-in datasets or import external files.

Descriptive Statistics

Use summary functions to explore distributions.

Imputation

Handle missing data using functions like na.omit() or ifelse().

Preprocessing

Standardize or normalize variables before modeling.

Visualization

Use ggplot2 for beautiful and powerful plots.