The way to analyze an emitter is pretty simple. Start at the top of the hierarchy and select each property one at a time, and look at the graph. Any graph that is animated (has more than one data point) should be experimented with to see what it does to the overall effect.
Most of the "magic" happens in the particle type "over life" properties.
Also look at the particle shape images used for each particle type.