OpenPyXL
开箱即用提供此功能。看到这里和这里。一个例子:
from openpyxl import load_workbook
import pandas as pd
wb = load_workbook(filename = 'empty_book.xlsx')
sheet_names = wb.get_sheet_names()
name = sheet_names[0]
sheet_ranges = wb[name]
df = pd.DataFrame(sheet_ranges.values)