Systems, methods, and other embodiments associated with density gradient analysis tool for heat mapping systems. According to one embodiment, a method includes receiving data points. The method further includes calculating a data distribution of the data points. The data distribution has bins, and the bins represent an interval of time. The method further includes rendering a heat map based, at least in part, on the data distribution. The heat map includes regions corresponding to the bins.