For data analysis, I switched from using MATLAB, partially motivated by a desire to support open source, to using R. But my experiments nowadays are written in Python, so I decided to try analyzing the data with Python as well. SciPy is an open-source library that helps with this, and duplicates a lot of MATLAB functionality to make it easier to switch from MATLAB.