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Python Excel: Read and Write Excel files in Python with Openpyxl Module

Python excel is the place for the following tasks

  • if you want to read excel files in python using openpyxl or xlrd
  • want to create excel files, Read or change title of sheets, write to excel file
  • count, add or delete sheets in excel workbook
  • modify content of cell, writing numbers, text or Formula in a cell
  • want to Save excel file, save with different name (Save as), make a copy of it
  • apply settings, Fonts size and face, Bold, Italic text
  • change width or height or rows and columns, merge unmerge cells etc.
  • and other tasks involving python excel openpyxl xlrd xlswriter

If you want to Read, Write and Manipulate(Copy, cut, paste, delete or search for an item etc) Excel files in Python with simple and practical examples I will suggest you to see this simple and to the point Python Excel Openpyxl Course with examples about how to deal with MS Excel files in Python. This video course teaches efficiently how to manipulate excel files and automate tasks.

Everything you do in Microsoft Excel, can be automated with Python. So why not use the power of Python and make your life easy. You can make intelligent and thinking Excel sheets, bringing the power of logic and thinking of Python to Excel which is usually static, hence bringing flexibility in Excel and a number of opportunities.

Python excel relationship is flourishing with every day. First I want to ask a simple question: What if you get it automated: the task of reading data from excel file and writing it into a text file, another excel file, an SPSS file,  for data analysis or doing data analysis with Python Pandas on that data.

We have created Python Excel for Python is the most trending programming language and excel is the most used worksheet software in the world.  Both python programming language and excel are simple yet powerful, versatile, concise and concrete yet complete entities serving millions and millions of users. This site will help in accessing excel files with python without installing or using excel software. Working in python we will create excel files, open new or existing excel files and worksheets. We will learn how to read excel files, worksheets and individual cells, and also how to modify their content. We will also write to excel files. 

Most of people who work in office usually have to deal with a spreadsheet software. Ofcourse a spreadsheet is helpful for many purposes. Some of the common tasks are writing sequential data in spreadsheet, like writing names of employees, their salaries, and other details. Sometimes we have to copy a particular data from one file to another file. Your job might required going through hundreds of excel files, for searching and sorting data, selecting a particular section of data, cleaning it, and then presenting it in a different form. Manually done, it may take days or weeks, but if you know how to deal with excel files in python, you can write a simple code and all of this tedious boring stuff will be done in seconds, in a most efficient manner, while you taking a sip of coffee. Lovely idea, isn't it? Yes ofcourse. So why not read this tutorial and learn some valuable skills which help you in the short run as well as in the long run, making your life less boring, less hectic and more exiting. More often you dont have to write python scripts or python code from scratch, it is always in abundance and freely available, you just modify it according to your needs and thats it! To take the above mentioned benefits and much much more, stay tuned to this site and Master the skill of accessing excel with python. 

Python excel relationship is very beneficial for data analysis, for people who do data mining and those who are involved in machine learning. Most of the data exists in the form of spreadsheets. Now to go through thousands or millions of spreadsheets is not an easy task. And not only going through those files, finding useful data, just by watching your comupter monitor makes the task troublesome. Data scientists can use python, and bingo! work done in almost no time, with much much better efficiency and millions of cells of data from spreadsheet is read without missing even one cell. Humans can not do this task to this level of efficiency, or if they would do it will take so much time that the utility of such data might be outdated. Hence many Data analysts and data scientists are using python to do their task and enjoy relaxed time at office and at home with their family. Do you want to do the same????


If you are ready to make your life easier, read about the available python packages for excel given below and start with Openpyxl Tutorial, the most used package with very easy interface and suitable for beginners dealing with all types of excel spredsheets. This is starting place for python excel world 


Working with Excel files in Python, important packages:

This site also provides valuable links to important excel file reading and/or writing packages. 


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. It is the most widely used library for python-excel purposes. It is an open source project, being non-commercial can have pros and cons. However it is a good library to start practicising with Python and excel. 

openpyxl is the default reader for Python Pandas.

Excel is a very powerful and  popular software for spreadsheets. Openpyxl helps in reading and modifying excel spreadsheet files through python programs. Sometimes you have to copy certain data from one spreadsheet to another. You might have to read dozen of  excel files and sort for a particular small piece of data and then write in a particular format, if you do it by reading each file and sorting and selecting and copying specific data, it may take hours, and if the files are hundreds or thousands it can take days or sometimes weeks. But with the help of python you just write a simple program usually spending a few minutes and your hectic boring work is done by computer in no time. The program can read hundreds or thousands of files, search for a particular piece of data, arrange in particular order and then write to a new Excel file in the required format. All this can be done by a little knowledge of openpyxl.

If you want to Read, Write and Manipulate(Copy, cut, paste, delete or search for an item etc) Excel files in Python with simple and practical examples I will suggest you to see this simple and to the point Python Excel Openpyxl Course with examples about how to deal with MS Excel files in Python. This video course teaches efficiently how to manipulate excel files and automate tasks.

Everything you do in Microsoft Excel, can be automated with Python. So why not use the power of Python and make your life easy. You can make intelligent and thinking Excel sheets, bringing the power of logic and thinking of Python to Excel which is usually static, hence bringing flexibility in Excel and a number of opportunities.



Openpyxl Learn How to Read Write Move Copy Search Excel Files Course
Openpyxl Tutorial for quick learning

2. xlrd

It is a Python Module for dealing with Excel files that can work on Windows, Linux as well as Mac platforms. It has more like a native python coding style and very helpful in accessing all types of excel files if they are xls or even xlsx. However it is used only for reading purposes.


3. xlsxwriter

It is an alternative Python module for Writing data in Excel file. It specializes in formatting of data and it can also be used for charts in Excel 2010 xlsx formats. It is a wonderful package with many qualites, which if truly harnessed can do magic in terms of data writing and formatting.



4.xlwt

xlwt library allows developers to create spreadsheets compatible to Excel 95-2003. Hence we can say that it can be used for older files. Module is in pure Python form and exists as independent entity. Python programmers like to code in it as it has a native touch and taste.


5. xlutils

Xlutils is also a widely used Python package which is used to work with Excel files. xlutils contains xlrd and xlwt  packages both collected together but seperate from one another. Hence it is a holistic type of module very efficient in dealing with spread sheets. Links to its documentation and for downloading the package are given below.