Matplotlib is the most widely used visualization library in Python.  There are two entry points into the library: the pyplot API which mimics MATLAB (widely used in engineering disciplines) and the object-oriented (OO) API. While the pyplot API is convenient for interactive work, to fully exploit the the library the OO API gives the user …