Density estimation is important in statistics to understand data patterns. A new method called MICIH was used to estimate density using crime rate data. This method reduces errors and improves density estimation by selecting bandwidths adaptively. The MICIH approach showed better results with reduced errors and smoother graphical representations compared to other methods.