Have you looked into the openpyxl library? From the documentation:
from openpyxl import load_workbook
wb = load_workbook(filename='file.xlsx')
ws = wb.get_sheet_by_name(name='Sheet1')
columns = ws.columns()
There's also support for iterators and other goodies.