Heatmaps offer a compelling approach to visualize data. These dynamic graphical representations employ color shades to illustrate the intensity or value of underlying patterns within data points. By organizing data in a matrix format, heatmaps clearly reveal trends that could otherwise remain. Applications of heatmaps span a wide range of fields,