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Xlsxwriter in Pandas and Outside of Pandas Lockout

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by Abdul Rawoof A R dot icon Updated: Feb 20, 2023

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In Python, we can use XlsxWriter as an engine for Pandas ExcelWriter class to output a DataFrame to Excel, and the module we can use to write text, formulas, numbers, and hyperlinks for multiple worksheets in an Excel 2007 XLSX file. It supports formatting and many more features, including fully compatible Excel XLSX files. 


Pandas is a python data analysis library, and it can read, filter and rearrange small and large data sets and then output them in various formats, including Excel. It writes Excel files using the Xlwt module for xls files. The Openpyxl and XlsxWriter modules for xlsx files. XlsxWriter module provides various methods to work with Excel using Python and can be used to read, write, and apply formulas. It also supports features such as images, formatting, charts, auto filters, page setup, conditional formatting, etc. We can write a DataFrame to an excel sheet with the extension.xlsx and use the pandas to_excel() function. It writes a single DataFrame to an excel file by default. For reading an excel file as a data frame, use the pandas read_excel() method to read the excel file data into a DataFrame object, and if we look at an excel sheet, it is a two-dimensional table. The DataFrame object also represents a two-dimensional tabular data structure in pandas. 


Here is an example of how you can implement XlsxWriter in Pandas and outside of pandas Lockout in Python: 

Fig : Preview of the output that you will get on running this code from your IDE.

Code

In this solution we're using Pandas and Xlsxwriter libraries.

Xlsxwriter in pandas and outside of pandas lockout

PythondotLines of Code : 24dotLicense : Strong Copyleft (CC BY-SA 4.0)

Dependent Libraries : 
import pandas as pd


# Create some Pandas dataframes from some data.
df1 = pd.DataFrame({'Data': [11, 12, 13, 14]})
df2 = pd.DataFrame({'Data': [21, 22, 23, 24]})

# Create a Pandas Excel writer using XlsxWriter as the engine.
writer = pd.ExcelWriter('pandas_example.xlsx', engine='xlsxwriter')

# Position the dataframes in the worksheet.
df1.to_excel(writer, sheet_name='Sheet1', index=False, startrow=2)
df2.to_excel(writer, sheet_name='Sheet1', index=False, startrow=9)

# Get the worksheet object.
worksheet = writer.sheets['Sheet1']

# Write some titles above the dataframes.
worksheet.write(1, 0, 'Some random title 1')
worksheet.write(8, 0, 'Some random title 2')

# Close the Pandas Excel writer and output the Excel file.
writer.save()

Instructions

Follow the steps carefully to get the output easily.

  1. Install pandas on your IDE(Any of your favorite IDE).
  2. Copy the snippet using the 'copy' and paste it in your IDE.
  3. Add required dependencies and import them in Python file.
  4. Run the file to generate the output.


I hope you found this useful. I have added the link to dependent libraries, version information in the following sections.


I found this code snippet by searching for 'xlsxwriter in pandas and outside the pandas lockout' in kandi. You can try any such use case!

Environment Tested

I tested this solution in the following versions. Be mindful of changes when working with other versions.

  1. The solution is created in PyCharm 2021.3.
  2. The solution is tested on Python 3.9.7.
  3. Pandas version-v1.5.2.
  4. XlsxWriter version-current.


Using this solution, we are able to implement XlsxWriter in pandas and outside of pandas lockout with simple steps. This process also facilities an easy way to use, hassle-free method to create a hands-on working version of code which would help us to XlsxWriter in pandas and outside of pandas lockout.

Dependent Library

pandasby pandas-dev

Python doticonstar image 38689 doticonVersion:v2.0.2doticon
License: Permissive (BSD-3-Clause)

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

Support
    Quality
      Security
        License
          Reuse

            pandasby pandas-dev

            Python doticon star image 38689 doticonVersion:v2.0.2doticon License: Permissive (BSD-3-Clause)

            Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
            Support
              Quality
                Security
                  License
                    Reuse

                      XlsxWriterby jmcnamara

                      Python doticonstar image 3269 doticonVersion:Currentdoticon
                      License: Permissive (BSD-2-Clause)

                      A Python module for creating Excel XLSX files.

                      Support
                        Quality
                          Security
                            License
                              Reuse

                                XlsxWriterby jmcnamara

                                Python doticon star image 3269 doticonVersion:Currentdoticon License: Permissive (BSD-2-Clause)

                                A Python module for creating Excel XLSX files.
                                Support
                                  Quality
                                    Security
                                      License
                                        Reuse

                                          You can also search for any dependent libraries on kandi like 'pandas' and 'Xlsxwriter'.

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