Pandas Read Excel Multiple Sheets sheet_nameparam also takes a list of sheet names as values that can be used to read multiple sheets into Pandas DataFrame. Not that while reading multiple sheets it returns a Dict of DataFrame. The key in Dict is a sheet name and the value would be DataF...
Read an Excel file into a pandas DataFrame. Supports `xls`, `xlsx`, `xlsm`, `xlsb`, `odf`, `ods` and `odt` file extensions 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.B...
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 #Comment 3 2、索引和标头可以通过index_col和标头参数指定 pd.read_excel('tmp.xl...
>>>print help(pandas.read_excel) Help onfunctionread_excelinmodulepandas.io.excel:read_excel(io, sheetname=0, header=0, skiprows=None, skip_footer=0, index_col=None, names=None, parse_cols=None, parse_dates=False, date_parser=None, na_values=None, thousands=None, convert_float=True, ...
(也可以使用列表,列表里既可以使用index,也可以使用表名)*None:Allsheets.(None代表所有数字)示例代码如下(此excel中有三张表,顺序分别是’Sheet1’,‘Sheet2’,‘Sheet3’):importpandasaspd# 按照表名读取>>>df=pd.read_excel(r'D:\myExcel/1.xlsx',sheet_name='Sheet2')>>>dfnameChinese0lc781lb79...
Read an Excel Sheet In some cases, we may want to read a single sheet from an Excel file with multiple sheets. To do this, we specify the sheet_name parameter in the read_excel function: df = pd.read_excel('school_data.xlsx', sheet_name='Students') ...
* None: All sheets. (None代表所有数字) 示例代码如下(此excel中有三张表,顺序分别是’Sheet1’,‘Sheet2’,‘Sheet3’): import pandas as pd# 按照表名读取>>> df = pd.read_excel(r'D:\myExcel/1.xlsx', sheet_name='Sheet2') >>> df ...
In the following example, we first create an Excel file with two sheets and then read data from the second sheet. the data from 2nd sheet.Open Compiler import pandas as pd # Create a sample Excel file with multiple sheets data1 = {"Name": ["Kiran", "Priya"], "Age": [25, 30]}...
read_excel(my_file, sheet_name=None, skiprows=2) # Defining the action I would like to perform in every sheet. for keys in my_dfs: my_dfs['concatenation'] = my_dfs['Name'].map(str) + my_dfs['Surname'].map(str) column_to_move = my_dfs.pop('concatenation') my_dfs.insert(4...
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: 1. pd.read_excel('tmp.xlsx', index_col=0)2. Name Value3. 0 string1 14. 1 string2 25. 2 #Comment 36. pd.read_excel(open('tmp.xlsx', 'rb'),7. sheet_name='Sheet3')8. Unnamed: 0 Name Value9. 0...