simple sanity check
screenshots

added a few screenshots of running the algorithm against real data
the dataset consisted of 3 files with 24 hours worth of secondly data
and 2 files with 24 hours worth of minutely data

there's also a bunch of screenshots of running against the same dataset
but with different marker width
this is just to illustrate how important it is