However, in recent years the open source community has developed increasingly-sophisticated data manipulation, statistical analysis, and machine learning libraries for Python ... But here is how I do ...

As a result, data analysis usually required a tedious back and forth between Python and other tools (such as the Java-based image-analysis package ImageJ) as researchers alternately manipulated ...