python pandas excel conditional formatting

conditional formatting is a powerful feature in excel that allows you to visually format cells based on certain conditions. in this tutorial, we'll explore how to apply conditional formatting to excel files using python and the pandas library. we'll use the openpyxl library to work with excel files and demonstrate the process with a practical example.
make sure you have the required libraries installed before proceeding:
let's consider a scenario where we have a dataframe containing student scores, and we want to highlight cells that have scores below a certain threshold.
now, let's write this dataframe to an excel file and apply conditional formatting to highlight scores below 70 in red.
in this tutorial, we've covered how to use pandas and openpyxl to write a dataframe to an excel file and apply conditional formatting to highlight specific cells. this approach can be extended to various scenarios by modifying the conditions and formatting styles according to your requirements. conditional formatting provides an effective way to visually analyze and interpret data in excel.
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