A Scatter Plot visualizes data points in two or three dimensions, often revealing relationships or clustering patterns. It’s a fundamental tool in EDA to quickly spot correlations or outliers. When dimensionality is high, methods like PCA or t-SNE can reduce data to 2D or 3D for scatter plots.