with pd.ExcelWriter('multiple_sheets_output.xlsx', engine='xlsxwriter') as writer: for sheet_name, df in sheets_dict.items(): df.to_excel(writer, sheet_name=sheet_name, index=False) # 也可以将合并后的数据保存到另一个sheet中 combined_df.to_excel(writer, sheet_name='Combined', index=...
To read multiple sheets from an Excel file, you pass a list of sheets to the sheet_name parameter. The result will be a dictionary where the keys are the sheet names and the values are the DataFrames. all_sheets_df = pd.read_excel('school_data.xlsx', sheet_name=['Students', 'Teach...
In this article, you have learned how to read an excel with multiple sheets and convert it to pandas DataFrame. Since it returns a Dict of DataFrame, you have also learned how to get each DF from the dict. Happy Learning !! Related Articles ...
It supports reading data from a local file system or URL and supports both single and multiple sheets.SyntaxThe syntax of the read_excel() method is as follows −pandas.read_excel(io, sheet_name=0, *, header=0, names=None, index_col=None, usecols=None, dtype=None, engine=None, ...
read_excel()函数使用方法 1、可以使用文件名作为字符串或打开文件对象来读取文件: pd.read_excel('tmp.xlsx', index_col=0) Name Value0 string1 11 string2 22 #Comment 3pd.read_excel(open('tmp.xlsx', 'rb'), sheet_name='Sheet3') Unnamed: 0 Name Value0 0 string1 11 1 string2 22 2 ...
我想把所有的excel文件合并成一个文件,但有多个工作表,每个excel文件一个工作表,保持相同的工作表名称。这是我目前所知道的: import pandas as pd from glob import glob import os excelWriter = pd.ExcelWriter("multiple_sheets.xlsx",engine='xlsxwriter') for file in glob('*.xlsx'): df = pd.read_...
sheet_name : 读取的excel指定的sheet页 string, int, mixed list of strings/ints, or None, default 0 Strings are used for sheet names, Integers are used in zero-indexed sheet positions. Lists of strings/integers are used to request multiple sheets. ...
('output.xlsx', sheet_name='Sheet1', index=False, header=True) # 如果要写入多个工作表 with pd.ExcelWriter('output_multiple_sheets.xlsx') as writer: df.to_excel(writer, sheet_name='Sheet1', index=False) df.to_excel(writer, sheet_name='Sheet2', index=False, startrow=10) # 从第...
read from a local filesystem or URL. Supports an option to read a single sheet or a list of sheets. Parameters --- io : str, bytes, ExcelFile, xlrd.Book, path object, or file-like object Any valid string path is acceptable. The string could be a URL. Valid URL schemes...
‘Sheet3’):importpandasaspd# 按照表名读取>>>df=pd.read_excel(r'D:\myExcel/1.xlsx',sheet_name='Sheet2')>>>dfnameChinese0lc781lb79# 按照index读取,1代表第二张表,默认是0 即默认只读取第一张表>>>df=pd.read_excel(r'D:\myExcel/1.xlsx',sheet_name=1)>>>dfnameChinese0lc781lb79#...