A commonly used data analysis framework is root (http://root.cern.ch).
It offers a object oriented C++ framework with all kind of things one
needs for plotting and data visualization. It comes along with PyRoot,
an interface making the root objects available to Python.
Take a look at the root manual for examples, it also contains a section
describing the use of PyRoot.

Cheers! Bernhard

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