Thanks for the reply, Dan. I looked at the links you provided and I'm not sure creating a space time cube or doing an emerging hot spot analysis is what I want to do for this information. I simply want to view the data by month to see the where incidents are prevalent and then publish it in a web app.
Here are example of the work.
In the raster below, I can click through the months to see where incidents are occurring geographically.
In the hot spot map below, I can see where there's high confidence of incidents, but I don't believe I can display all the individual hot spot maps like the raster above to show the pattern over time.
My guess is that I'm at a licensing limitation, being that I cannot publish the raster as an image service.