Multi-dimensional histograms

Multi-dimensional histograms are tools used to analyze and visualize the distribution of data across multiple variables simultaneously. Imagine a 3D grid where each cell (or bin) represents a combination of specific ranges for each variable, and the height or color of the cell indicates how much data falls into that combination. This helps identify patterns, correlations, or clusters across several factors at once, providing a comprehensive view of complex data sets. They're useful in fields like statistics, machine learning, and data analysis for understanding relationships between multiple variables efficiently.