Web xls_file = pd.excelfile ('my_excel_file.xls') staff_fnames = [sheet for sheet in xls.sheet_names if sheet.startswith ('staff')] for staff_fname in staff_fnames: Specify none to get all worksheets. 1st sheet as a dataframe Web df = pd.read_excel (open (file_path_name), 'rb'), sheetname = sheet_name) file_path_name = your file sheet_name = your sheet name. Web api reference input/output pandas.excelfile.sheet_names pandas.excelfile.sheet_names # property excelfile.sheet_names [source] # previous. Web in this tutorial, you learned how to use python and pandas to read excel files into a dataframe using the.read_excel () function. Xls = pd.excelfile ('path_to_file.xls') df1 = pd.read_excel (xls, 'sheet1') df2 = pd.read_excel (xls, 'sheet2') as noted by @hapsantran, the entire excel file is read in during the excelfile () call (there doesn't appear to be a way around this). Web 13 answers sorted by: Tabs = pd.excelfile (path).sheet_names print (tabs) then to read and store the data of a particular sheet (say, sheet names are sheet1, sheet2, etc.), say sheet2 for example: Df = xl.parse (sheet_name) df ['week'] = sheet_name # this adds `sheet_name` into the column `week` df_combined = df_combined.append (df) share.
Web xls_file = pd.excelfile ('my_excel_file.xls') staff_fnames = [sheet for sheet in xls.sheet_names if sheet.startswith ('staff')] for staff_fname in staff_fnames: Specify none to get all worksheets. It’s useful when you are interested in only a few of the columns of the excel sheet. You learned how to use the function to read an excel, specify sheet names, read only particular columns, and specify data types. 1st sheet as a dataframe Lists of strings/integers are used to request multiple sheets. Tabs = pd.excelfile (path).sheet_names print (tabs) then to read and store the data of a particular sheet (say, sheet names are sheet1, sheet2, etc.), say sheet2 for example: Xls = pd.excelfile ('path_to_file.xls') df1 = pd.read_excel (xls, 'sheet1') df2 = pd.read_excel (xls, 'sheet2') as noted by @hapsantran, the entire excel file is read in during the excelfile () call (there doesn't appear to be a way around this). Df = pd.read_excel (open (file_path_name), 'rb'), sheet_name = sheet_name) gave me only the first sheet, no matter how i defined sheet_name. Strings are used for sheet names. Import pandas excel_data_df = pandas.read_excel('records.xlsx', sheet_name='cars', usecols=['car name', 'car price']) print(excel_data_df) output:
