Python library for handling Excel files (xls | xlsx)

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I need a python library that could read and write Excel files with all formats (i.e xls and xlsx).

I'm new to python and I was using Java before. In Java I was using POI library and it was perfect. I need a python library with the same functionality if possible.

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