This reminds me of run-sequence and lag plots:

http://www.itl.nist.gov/div898/handbook/eda/section3/runseqp...

http://www.itl.nist.gov/div898/handbook/eda/section3/lagplot...

The field of Exploratory Data Analysis (EDA) is full of great techniques. See the root of the above guide.