Heatmaps present a compelling way to display data. These dynamic graphical representations employ color shades to demonstrate the intensity or magnitude of latent patterns within data points. By structuring data in a matrix format, heatmaps succinctly reveal trends that may otherwise go unnoticed. Applications of heatmaps cover a diverse range of