pandas operation excel

1. Multiple sheets

Using Pandas to pd.read_excel() for multiple worksheets of the same workbook

• pd.read_excel() ⇒ read the first sheet of excel into a DataFrame

• Using the ExcelFile object:

  xls = pd.ExcelFile('excel_file_path.xls')
  xls.sheet_names     # 获取各个 sheet 的名字
  sheet_df = xls.parse(0)

• Tricks: Read the sheet into a dictionary, indexed by sheet name:

  sheet_map = {}
  for sheet_name in xls.sheet_names:
      sheet_map[sheet_name] = xls.parse(sheet_name)