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...
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...
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...
先讨论第一个参数,sheet_name。关于sheet_name的解释,调用help方法之后,文档给出的释义如下:sheet_name:str,int,list,orNone,default0Stringsareusedforsheetnames.Integersareusedinzero-indexedsheetpositions.Listsofstrings/integersareusedtorequestmultiplesheets.SpecifyNonetogetallsheets.Availablecases:*Defaultsto``0...
read_excel() 加载函数为read_excel(),其具体参数如下。 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, has_index_names=None, converters=...
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') ...
read_excel("C:\\Users\\admin\\Desktop\\at.xls") In [2] : at.info() <class 'pandas.core.frame.DataFrame'> RangeIndex: 8108 entries, 0 to 8107 Data columns (total 4 columns): 序号8108 non-null int64 申请编码 8108 non-null int64 姓名 8108 non-null object 证件号 8108 non-null ...
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]}...
>>> df = pd.read_excel(r'D:\myExcel/1.xlsx', sheet_name=1) >>> df name Chinese 0 lc 78 1 lb 79 # 同时读取两张表,输入参数为列表 # 返回的是一个有序字典 >>> dfs = pd.read_excel(r'D:\myExcel/1.xlsx', sheet_name=[0, 'Sheet3']) >>> dfs OrderedDict([(0, name math...
read_excel()函数实现功能 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: 2、索引和标头可以通过index_col和标头参数指定 3、列类型是推断式的,但可以显式指定 ...