Satoshi invented Bitcoin and worked on it for 3 years. Sometime in 2010, just as Bitcoin was gaining traction, he* withdrew from the project and no one has been heard from him since.
There have been many attempts to discover the real identity of this person/group/company/government but to no avail.
I believe the focus of this new analysis technique, whilst interesting in its own right, was done for the primary purpose of trying to identify Satoshi. The analysis technique purports to show that certain bitcoins were generated by the same person/computer. This information may assist the tracing of historical bitcoin transactions to their original sources. At the top of the tree is the 'genesis' block - the source of the very first bitcoins. Its reasonable to think that Satoshi mined this block considering he invented the system.
There is a thread in the Bitcoin forums[1] discussing whether the initial blocks (up to around 50) were mined by an individual or a group. There is heated debate about what, if any, facts can be concluded by analysing the early blockchain events to discover how many (and what type) of CPUs were involved in this early stage.
Satoshi appears to have political motivations (he references distain for bailouts and fiat currency): https://en.bitcoin.it/wiki/Satoshi_Nakamoto
The Bitcoin story would make a good movie script.
*he/she/they/...I
[1] https://bitcointalk.org/index.php?topic=175996.msg1843782#ms...