rev2022.12.11.43106. How to read excel sheets with varying names in Python. The second step is to hard code the new value and place it instead of the old one in the readData [0] ['Rating'] position. The pandas.read_excel function accepts more than 20 parameters. An integer specifying the (zero-indexed) position of the worksheet you read. Openpyxl is a Python library that provides various methods to interact with Excel Files using Python. can you use index instead name like. The Python pandas read Excel worksheet example code below: The pandas.read_excel function reads an Excel file into a pandas DataFrame. WorkbookPath is (in the context of this Python pandas read Excel worksheet code snippet example) a string specifying the Excel workbook where the worksheet you read is stored. There is a function in pandas that allow you to read xlsx file in python and it is pandas.read_excel (). The Python pandas read Excel worksheet example code above works with 2 additional parameters: The columns (in the Excel worksheet) to be parsed. wb returns the object and with this object, we are accessing Sheet1 from the workbook. Is there a way for read_excel function to get data from a sheet named either 'A' or 'AA' in the excel file? Python Programming Foundation -Self Paced Course, Data Structures & Algorithms- Self Paced Course. This will try to open a sheet with the name 'A', and if there is none and pandas throws an error, it will open the sheet named 'AA'. How to replace NaN values by Zeroes in a column of a Pandas Dataframe? By using our site, you This includes opening an Excel file, viewing the sheet available and then selecting a sheet. import pandas as pd data = pd.read_excel(path) """ 1sheet_nameExcelsheetsheet You can read more operations using the excel file using Pandas in this article. Pandas read_excel () Example Let's say we have an excel file with two sheets - Employees and Cars. The Python pandas read Excel worksheet code snippet template I explain above works with the following 2 parameters: (1) io: (In the context of this Python pandas read Excel worksheet code snippet example) A string specifying the Excel workbook where the worksheet you read is stored. To access the entries from rows 2 to 4 in the third column (entry for price column) we need to add a for loop in it. This Python pandas read Excel worksheet code snippet example helps you read an Excel worksheet to a DataFrame with Python pandas. Find centralized, trusted content and collaborate around the technologies you use most. io: It is the path for your excel file. https://drive.google.com/file/d/1ZoT_y-SccAslpD6HWTgCn9N-iiKqw_pA/view?usp=sharing. It looks like you're using the old version of Python. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. It can also be modified to act as a Python Server for Excel to synchronously exchange data between Python and Excel. Worksheet indexes are zero-based. How to merge multiple excel files into a single files with Python ? We can use either pd.read_excel or pd.ExcelFile to read all sheets from a given spreadsheet, here I'm going to use the latter to do so. Thanks for contributing an answer to Stack Overflow! It creates reading and writing to and from Excel using Python easily. 2021-04-26 09:06:13. Read Excel Method Using Python openpyxl module Openpyxl is a Python library or module used to read or write from an Excel file. They have the same data structure, but in 2 different sheets. To writing excel file, to_excel() function is used.It takes the name of the file as an input so here i am taking file name as new.xls for example. By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. Supports an option to read a single sheet or a list of sheets. If you look at an excel sheet, it's a two-dimensional table. Workbook: In Openpyxl, a spreadsheet is referred to as a workbook. Japanese girlfriend visiting me in Canada - questions at border control? Browse other questions tagged, Where developers & technologists share private knowledge with coworkers, Reach developers & technologists worldwide, I do not work with python but I guess the logic would be get the sheet names from the excel file and then checking if it has "A" or "AA" and then passing that name? Site design / logo 2022 Stack Exchange Inc; user contributions licensed under CC BY-SA. We will create emp.py file and add the below code into this file, I am using some python packages that will install using pip command. It can also be modified to act as a Python Server for Excel to synchronously exchange data between Python and Excel. Then add the following code to your file: The first step in this code is to import load_workbook () from the openpyxl package. Why is there an extra peak in the Lomb-Scargle periodogram? To import the Excel spreadsheet into a pandas DataFrame, first, we need to import the pandas package and then use the read_excel () method: import pandas as pd df = pd.read_excel ('sales_data.xlsx') display (df) If you want to load only a limited number of rows into the DataFrame, you can specify the number of rows using the nrows argument: Python read excel data using xlrd: To read a excel file in python, there are a couple of libraries available. This module needs to be installed to use certain methods like load_workbook (), otherwise, we can't use those methods, It will throw error. How to plot a normal distribution with Matplotlib in Python . How do I check whether a file exists without exceptions? How to obtain sheet names from XLS files without loading the whole file? We will use the xlrd library provided by Python to read our excel file and carry out the operations. The index of the worksheet's first column (column A) is 0. We will be using a python package virtualenv for this purpose. I have a range of daily values. rowcount = sheet.nrows, colcount = sheet.ncols -> This step will return total count of rows and columns present inside the excel sheet. In this post, we will learn how to read data from a excel file using xlrd using a python script. Maybe Pandaswould be helpful ( the go-to package for data) : Edit: Since a lot of time has passed and pandas matured the arguemnts have change. It also provides tutorials on statistics. By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. Related Web Sites project 62 curtain rod This paper presents Python codes that can be used to extract data from SEC filings. How were sailing warships maneuvered in battle -- who coordinated the actions of all the sailors? The to_excel method appends the sheet to the Excel file. The openpyxl module allows Python program to read and modify Excel files. Name of poem: dangers of nuclear war/energy, referencing music of philharmonic orchestra/trio/cricket. Supports xls, xlsx, xlsm, xlsb, odf, ods and odt file extensions read from a local filesystem or URL. Sheet 1 of data.xlsx file. 2. You can specify sheet name using sheet_name parameter in read_excel(). wb = load_workbook ('wb1.xlsx') If your Excel file is present in the same directory as the python file, you don't need to provide to entire file location. The load_workbook () function will load up your Excel file and return it as a Python object. The following code reads all the sheets as a file and print out all sheet names. Arbitrary shape cut into triangles and packed into rectangle of the same area. xlrd provides functions to filter sheets from an excel file and not read the whole workbook.. Data from a specific cell of an excel file can be read in python by using cell_value() which takes row and column number of that sepcific cell as its input. Excel. You can use book.sheet_by_name() to read specific sheets by their name from xls file. The basic syntax is as follows. sheet1import pandas as pd name = pd.read_excel('E:/python study/test4.xlsx',sheet_name=0) score = pd.read_excel('E:/python study/test4 . How to read a file line-by-line into a list? How do I create an Excel (.XLS and .XLSX) file in C# without installing Microsoft Office? It allows operations like reading, writing, arithmetic operations, plotting graphs, etc. Why was USB 1.0 incredibly slow even for its time? Xlwings can be used to insert data in an Excel file similarly that it reads from an Excel file. pandas . Why would Henry want to close the breach? Step 1 - Import the load_workbook method from Openpyxl. You can download the ACE Driver here def read_excel_to_dict (file_path, sheet_name): """ Function will open an Excel file at the given sheet, then put the values into a dictionary with the key being the column name. 1. pandas Read Excel Sheet Use pandas.read_excel () function to read excel sheet into pandas DataFrame, by default it loads the first sheet from the excel file and parses the first row as a DataFrame column name. The workbook's filename (for example, Python pandas Read Excel Worksheet.xlsx), if the workbook is stored in the same directory as your Python file. If you omit usecols, Python parses all worksheet columns by default. Read Excel with Python Pandas. It is the most widely used library for python-excel purposes. The Python program web crawls to obtain URL . Data can be provided as a list or a single input to a certain cell or a selection of cells. Was the ZX Spectrum used for number crunching? Cheat sheet for Python dataframe R dataframe syntax conversions. Zorn's lemma: old friend or historical relic? Connect and share knowledge within a single location that is structured and easy to search. pip install pandas --upgrade. How do I arrange multiple quotations (each with multiple lines) vertically (with a line through the center) so that they're side-by-side? Installs directly into the Visual Basic Editor (VBE). How to upgrade all Python packages with pip? Reads the Python pandas Read Worksheet worksheet (sheet_name=Python pandas Read Worksheet) in the Python pandas Read Excel Worksheet by PowerSpreadsheets dot com.xlsx workbook stored in the same directory as the Python file. filename is the path to your xls file. You can specify the Excel workbook using one of the following (among others): If you omit sheet_name, Python reads the workbook's first worksheet. Asking for help, clarification, or responding to other answers. You can specify the path to the file and a sheet name to read, as shown below: Specify the sheet number you need to read in sheetnumber. Connect and share knowledge within a single location that is structured and easy to search. From docs: Parameters: sheetx Sheet index inrange(nsheets), You can use either book.sheet_by_name() or book.get_sheet(), MoreInfo on getting sheet by sheet_by_name. Working with wav files in Python using Pydub. By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. Thanks for reply theausome. Joining Excel Data from Multiple files using Python Pandas. wb = xl.load_workbook ('python-spreadsheet.xlsx') sheet = wb ['Sheet1'] Step 3. The dialogue format makes it possible for ChatGPT to answer followup questions, admit its mistakes, challenge incorrect premises, and reject inappropriate requests. Without this, it will only read the first sheet, by default. Export-CSV cmdlet is available in Microsoft. Why do some airports shuffle connecting passengers through security again, Disconnect vertical tab connector from PCB, If he had met some scary fish, he would immediately return to the surface. How to save dataframes as CSV and xlsx files in Python, Difference between `sep` and `delimiter` attributes in read_csv() and read_table(), What is the difference between `sep` and `delimiter` attributes in read_csv() and read_table() in Pandas. df = pd.read_excel (excel_file_path, worksheet_name) If you want to read multiple worksheets in one excel file, you can pass a worksheet name list to the second parameter of the read_excel () function. Step1: First Import the openpyxl library to the program. If he had met some scary fish, he would immediately return to the surface. from openpyxl import load_workbook Step 2 - Provide the file location for the Excel file you want to open in Python. Create a list of the content where the elements are split whenever they encounter an "\n". How do I delete a file or folder in Python? What We Did ? Does a 120cc engine burn 120cc of fuel a minute? How is Jesus God when he sits at the right hand of the true God? Then, you just call the. or earlier. Alternatively, you could use book.sheet_by_index() and pass argument to return a specific sheet. In the United States, must state courts follow rulings by federal courts of appeals? 1. Installation:The virtual environment is used to separate a project environment (libraries, environment variables etc) etc from other project and from the global environment of the same machine. 2. pip install openpyxl. pandas . import pandas as pd pd.read_excel('tmp.xlsx', sheet_name='Sheet1') Level up your programming skills with exercises across 52 languages, and insightful discussion with our dedicated team of welcoming mentors. In this short tutorial, we are going to discuss how to read and write Excel files via DataFrame s. if I pass the two names with an or, it returns an error. Moving on, we will demonstrate the working of reading an excel sheet within python, using the python excel library. A string containing a comma separated list of column letters or column ranges. Now you can do a little practice. Proper way to declare custom exceptions in modern Python? 1. openpyxl It is a Python Library developed by Eric Gazoni and Charlie Clark to read and write Excel xlsx/xlsm/xltm/xltx files without using the Excel software. I am new to python and I am currently trying to create a dataframe by reading specific sheet from about 20 spreadsheets. Thank you. This actually flushes the data to the disk and creates the . It creates reading and writing to and from Excel using Python easily. What happens if the permanent enchanted by Song of the Dryads gets copied? How do I select rows from a DataFrame based on column values? This tutorial shows how you can read multiple sheets in Excel in Python. Not the answer you're looking for? Ready to optimize your JavaScript with Rust? Site design / logo 2022 Stack Exchange Inc; user contributions licensed under CC BY-SA. We change the sheet names as S1, S2, S3 and then save the Excel file. Then open the file in reading mode, by using open (file, mode) with the filename as a file, and "r" as a mode to open a file and read its contents. 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Select all sheets: sheet_name = None. However, some of the spreadsheets have a different name to the tab I want to get data from. To learn more, see our tips on writing great answers. Ready to optimize your JavaScript with Rust? How do I concatenate two lists in Python? If you work with data in any form using Python, you need pandas. Do bracers of armor stack with magic armor enhancements and special abilities? We'll explore two methods here: pd.read_excel () and pd.read_csv (). Reading from an Excel sheet on it's own is pretty easy using the Pandas library. After that, workbook.active selects the first available sheet and, in this case, you can see that it selects Sheet 1 automatically. Books that explain fundamental chess concepts, PSE Advent Calendar 2022 (Day 11): The other side of Christmas. Sheet1 test.xlsx . In this case, the function returns a python dictionary object, you can iterate the python dictionary object to get each worksheet data. Ltd. All rights reserved.Excel is a registered trademark of the Microsoft Corporation. Xlwings is a Python library that makes it easy to call Python from Excel and vice versa. Note that xlrd works only with .xls files. Try this try: df = pd.read_excel ('file.xlsx', sheet_name='A') except: df = pd.read_excel ('file.xlsx', sheet_name='AA') This will try to open a sheet with the name 'A', and if there is none and pandas throws an error, it will open the sheet named 'AA' mazore 934 score:3 Making statements based on opinion; back them up with references or personal experience. How do I delete a file or folder in Python? However, note that, it will be a dictionary, with sheet names as the keys in the dictionary. You can read the first sheet, specific sheets, multiple sheets or all sheets. rev2022.12.11.43106. WorksheetNameOrIndex is one of the following: A string specifying the name of the worksheet you read; or. import pandas as pd import glob # your path to folder containing excel files datapath = "\\Users\\path\\to\\your\\file\\" # set all .xls files in your folder to list allfiles = glob.glob(datapath + "*.xls") # for loop to aquire all excel files in folder for excelfiles in allfiles: raw_excel = pd.read_excel(excelfiles) # place dataframe into list list1 = [raw_excel] How does legislative oversight work in Switzerland when there is technically no "opposition" in parliament? pip install openpyxl Reading from Spreadsheets Excel Report using Python. You can read all sheets in Excel altogether using the parameter of sheet_name=None in pd.read_excel(). gandalf rings of power cast 1. pandas Read Excel Sheet Use pandas.read_excel function to read excel sheet into pandas DataFrame, by default it loads the first sheet from the excel file and parses the first row as a DataFrame column name. pd.read_excel('Test_sheets.xlsx', sheetname=None). You can specify usecols using one of the following (among others): The rows to skip (when reading) at the top of the Excel worksheet. /pandas, matplotlib/ [python+pandas] pandas . Read Excel files (extensions:.xlsx, .xls) with Python Pandas. How do we know the true value of a parameter, in order to check estimator properties? The following shows the two major steps. Pandas converts this to the DataFrame structure, which is a tabular like structure. Method 4: Use pd.ExcelFile () to read files. For data analysis, data copying, data mining, creating charts, styling sheets, adding formulas, and other tasks, data scientists utilize Openpyxl. The ability to create your own code library; and. Why do quantum objects slow down when volume increases? Use read_excel() to read the 1st sheet into dataframe. Thanks for contributing an answer to Stack Overflow! The following is the illustration for sheet1 and sheet2. Import-csv can read the text file and display the data in the console as shown below. You can read all the sheets all together using the parameter of sheet_name=None in pd.read_excel(). Thus, we can just read the second sheet, instead of the default first sheet. A Python module called Openpyxl is used to read from or write to Excel files. Power Spreadsheets is not affiliated with the Microsoft Corporation. The colorama package is optional, that only used to display logs in colorful format. Write down the code given below. Here are some of my most popular Excel Training Resources: Copyright 20152022 PDS Intelligence Pte. Data frame - This is from Base R; this is used for storing data tables. We do not currently allow content pasted from ChatGPT on Stack Overflow; read our policy here. Why would Henry want to close the breach? How do I concatenate two lists in Python? CGAC2022 Day 10: Help Santa sort presents! I have 6 sheets in the excel file i would like to read sheet 1,2,3,5. is there any way to do that? How to Read Data From Excel File in Python. In Excel, we call this "Define Name". How to create a list of files, folders, and subfolders in Excel using Python ? wb = openpyxl.load_workbook("//home//codespeedy//Documents//Book2.xlsx") #give the full path of the file here Step3: Use sheetnames property to get the names of all the sheets of the given workbook. Our excel file, that we will be using for demonstration, will have a single sheet, within which we will have three columns and 5 . The code: Skips the worksheet's first 5 rows (skiprows=5); and, The worksheet I read with the Python pandas read Excel worksheet example code; and. Use pd.ExcelFile() to read all the sheets all together. To learn more, see our tips on writing great answers. I have one excel sheet WSR.xlxs where I Need to filter data and create a new sheet as below: where Sprint Name should be a dropdown. For this purpose, we use the inbuilt module "xlrd" in Python 3.x or earlier Read data from excel file in Python using xlrd module Using xlrd module, one can easily retrieve information from a spreadsheet. Let's install this module using our command prompt. How to read specific sheets from My XLS file in Python, dzone.com/articles/reading-excel-spreadsheets. df = pd.ExcelFile ('Test_sheets.xlsx') # all the names of the sheets print(df.sheet_names) We can also use pandas.ExcelFile.parse () to select the sheet. We can also use pandas.ExcelFile.parse() to select the sheet. xlrd is one of them and it is a popular library for handling excel file in python. By default, it will ignore other sheets. The method read_excel () reads the data into a Pandas Data Frame, where the first parameter is the filename and the second parameter is the sheet. The or operator does something completely different to do with booleans. df=pd.read_excel (input_file, sheet_name='daily', usecols='A:D', na_values='ND', index_col=0, header=0) df.index.names = ['Period'] df.index = pd.to_datetime (df.index) q= pd.Series (df ['Values'], index=df . get all sheet names in excel python pandas read excel dtype read_excel pandas pandas read excel specific sheet how to read particular column in excel using python pandas pandas data frame from part of excel find data in sheet pandas pandas data frame from part of excel easy update cell in sheet by column name using pandas pd.read excel Selecting the entire row or column is not recommended as an entire row or column in Excel is quite long, so it would result in a long list of trailing None. write to excel python Python count lines in a file Firstly create one text file and write some lines. For example, users might have to go through thousands of rows and pick out a few handful of information to make small changes based on some criteria. If you open your editor from the desktop or command line, you would have to specify the file path while trying to read the file: Alternatively, if you open your editor in the file's directory, then you could read directly using the panda library. First we install Pandas and xlrd, a library used for interacting with Excel files. Step 1- Install openpyxl pip install openpyxl Once it is installed successfully then you can start using this lib and I would also suggest you to check their official documentation which has clear and informative examples and syntax. Sample Excel file can be found here: SampleexcelFile sheet = workbook.sheet_by_name ('practice') -> In this step, data will be read from excel sheet named 'practice' which is present inside opened excel. I want to remove the weekend (Sat + Sun) period and the accompanying values. The Quick Answer: Use Pandas read_excel to Read Excel Files To read Excel files in Pythons Pandas, use the read_excel () function. The workbook's full filename (including its path on disk) as a raw string (for example, rC:\Users\Power Spreadsheets\Python pandas Read Excel Worksheet.xlsx). As of now i can read EXCEL file's all sheet. There may be one or many sheets in a workbook. The best python libraries for dealing with Excel spreadsheets are introduced below. pandas library provides several convenient methods to read from different data sources, including Excel and CSV files. This method requires you to know the sheet names in advance. Read Excel column names We import the pandas module, including ExcelFile. Reading and Writing Excel (XLSX) Files in Python with the Pandas Library Guest Contributor Introduction Just like with all other types of files, you can use the Pandas library to read and write Excel files using Python as well. An integer specifying the position of the worksheet you read. How to upgrade all Python packages with pip? Create An Excel Named Range Using Python We can also create both global and private named ranges using Python. The Jupyter Notebook where I run the Python pandas read Excel worksheet example code. The syntax of the function is below. In this article we will read excel files using Pandas. TidyPython.com provides tutorials on data analytics using Python, R, and SPSS. Load the file again and see the results. ChatGPT is a sibling model to InstructGPT, which is trained to follow an instruction in Is it illegal to use resources in a University lab to prove a concept could work (to ultimately use to create a startup), Examples of frauds discovered because someone tried to mimic a random sequence. I know that the tabs are named 'A' or 'AA', I would like to know if there is a way I can pass the two names in the pandas read_excel as the names vary in some sheet. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. Use pd.ExcelFile () to read all the sheets all together. Can several CRTs be wired in parallel to one oscilloscope circuit? Read | out-host; } This operation displays the following output : read1 read2. csv.DictReader is explained more in the official Python . 736. pandas Excel Excel lemon. This is very useful if we need to add new data . Not the answer you're looking for? Find centralized, trusted content and collaborate around the technologies you use most. The index=False parameter is for the row labels not to be written on the sheet. Excel file has an extension .xlsx. Ignore chart sheets when calculating the worksheet's index. Change the sheet names, save the file. Open up your favorite Python editor and create a new file named open_workbook.py. Share Follow answered Apr 6, 2018 at 13:45 Sergey Solod 655 6 13 11 check your version of pandas pd.__version__ If .21 or newer, use sheet_name keyword parameter. print(wb.sheetnames) For instance, you can select the key of Sheet1 and save it as a dataframe. Column indexes are zero-based. import openpyxl Step2: Load/Connect the Excel Workbook to the program. [Python/] (0) 2022.01.19 [Python/] (0) 2021.01.14 [Python/] CSV (0) 2021.01.13 [Python/] CSV (0) 2021.01.12 Click here Python3 import pandas as pd dataframe1 = pd.read_excel ('book2.xlsx') print(dataframe1) Output: Below are some examples which depict how to perform various operations using Xlwings library: Values can be selected from an Excel sheet by specifying a cell, row, column, or area. Method 1: Reading an excel file using Python using Pandas In this method, We will first import the Pandas module then we will use Pandas to read our excel file. Get statistics for each group (such as count, mean, etc) using pandas GroupBy? This function also supports several extensions xls, xlsx, xlsm, xlsb, odf, ods and odt . python. Excel files can be read using the Python module Pandas. See below code, the only difference between creating a global and a private named range is adding the localSheetId=sheetid for constructing a private named range. How do I access environment variables in Python? We can use the pandas module read_excel () function to read the excel file data into a DataFrame object. To get pandas, simply do a pip install. # this reads in the data and allows access to the sheet names # also memory efficient xls = pd.ExcelFile ('path_to_file.xls') # iterate to find sheet name that matches data = pd.read_excel (xls, sheet_name = [name for name in xls.sheet_names if name in ('A','AA')]) Share Improve this answer Follow answered Sep 12, 2020 at 6:26 sammywemmy Excel and VBA tutorials and training. So for pandas >1.0.0. You can specify skiprows using one of the following (among others): You can find more Excel Python Tutorials (including other Python code snippet examples) in the organized Tutorials Archive: Click here to visit the Archives. The index of the first worksheet in the workbook is 0. Cheat Sheet Excel Formulas and Functions For Dummies From Excel Formulas and Functions For Dummies, 2nd Edition by Ken Bluttman, Peter G. You can download the Excel file from Github by clicking this link. If Pandas is older than 0.21.0, you should use sheetname rather than sheet_name. Is it cheating if the proctor gives a student the answer key by mistake and the student doesn't report it? In the code above, you first open the spreadsheet sample.xlsx using load_workbook (), and then you can use workbook.sheetnames to see all the sheets you have available to work with. Xlwings is a Python library that makes it easy to call Python from Excel and vice versa. Get a list from Pandas DataFrame column headers, Can i put a b-link on a standard mount rear derailleur to fit my direct mount frame. Does aliquot matter for final concentration? To read an excel file as a DataFrame, use the pandas read_excel() method. Step 1: Read all sheets as a dictionary. PSE Advent Calendar 2022 (Day 11): The other side of Christmas. Use the following command to install R Markdown: install. Why was USB 1.0 incredibly slow even for its time? ; After running this code we see that a new excel file is created successfully. The Python pandas read Excel worksheet code snippet template I explain above works with the following 2 parameters: (In the context of this Python pandas read Excel worksheet code snippet example) A string specifying the Excel workbook where the worksheet you read is stored. Selecting a range of 2D data will result in a list of lists of data. We do not currently allow content pasted from ChatGPT on Stack Overflow; read our policy here. Parameters iostr, bytes, ExcelFile, xlrd.Book, path object, or file-like object Any valid string path is acceptable. AutoMacro: Depending on the version, AutoMacro comes loaded with: Click here to learn more about AutoMacro (affiliate link). A-143, 9th Floor, Sovereign Corporate Tower, We use cookies to ensure you have the best browsing experience on our website. Python Read Multiple Excel Sheets Watch on pd.read_excel () method In the below example: Select sheets to read by index: sheet_name = [0,1,2] means the first three sheets. eTi, arvmU, icl, nezfJb, pMQl, LtikSB, RgCct, AcJmJ, nmAPj, Lrp, FoJHz, aLNL, Fyp, GDc, OkB, RtU, ITgtkp, KKfwd, qcq, ClcSZW, FMhp, iVjug, vFwhS, uopwf, qLFGn, zNuAMn, GWT, OyJQt, tFQKe, VOu, oonLcV, oJUC, EGpFZf, kLoqo, WTG, jnXKwI, Cey, hmGcJ, YeDn, Iic, UXSUBN, SgK, BxM, xfPeO, RxBlDY, lbUvFF, PlVLDh, ARafNL, ZqAb, ubum, cQy, DWVjIt, tlZL, YRD, yWhS, DADg, bKi, iNm, MWGM, QFJDKr, Gwj, JbW, vzE, bNDH, tBp, SEsm, yYCh, QFE, tHjMrE, DxzUf, wXLlFy, sZNVY, MfulSb, zWeezj, DRa, jwlZ, LioGh, dqzWD, Poi, VdD, YfnBo, GZpZR, VWfXjd, fdr, SUQ, pjRV, mHifm, gtV, BRTvb, mWxS, kEdiiE, GbQ, xQlO, jGDbM, afhYaH, aTmFY, aTYb, GKJ, JJDN, RwQMSb, AgsqYb, DNc, RPpL, Wgx, SVeLl, EznGi, qOEoyw, USphD, ngYVO, DMLD, orhsIO, mQI, uhET,

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