Picture of the data values distribution in 9 telemetry streams

For each of 9 streams I have in my local DB I've plotted three plots for the raw data (left three) and three plots for the normal data (right three).



I do think that it is really helpful to overlook these plots in order to design SAX cut intervals specific for the Hackystat-type data.

And this is the illustration of the problem I'm working on:


As you can see, the motif finder picked the values of the 1,2 and 29! as the same.