When it comes to shark bites, Florida has worldwide the most bites each year. However, in early years, the interpretation of these bite numbers were hardly ever satisfying since all that was done was to pinpoint where it happened and how many times. Due to this shortcoming, we introduced SatScan, a spatial scan statistical tool to get a better idea what really goes on. In addition to, we introduced 'bite rate,' a ratio between number of bites per area to number of people at this particular beach. Of course, the latter was not always easy to get, but most data stemmed from the United States Lifesaving Associations who collects so called 'beach attendances.' Where no number was available like non-populated shores with minimal activity, we had to use adjacent beaches to get a proxy. These results are the first of its kind. They give a much more solid idea of what really happens at the East coast of Florida.