Replace Excel If Function with Python Pandas

YouTube Excerpt: Simple conditional logic in excel can get very complex whenever you start having multiple conditionals. With only one line to include your conditionals, or having to write VBA, Excel isn't as user friendly for these operations. Sample Data https://github.com/Derrick-Sherrill/DerrickSherrill.com/blob/master/Sample%20Data/sample_scores.xlsx Python + Pandas makes these operations so much easier! Kite helps fund the channel, thanks for checking them out and supporting me -- ⭐ Kite is a free AI-powered coding assistant that will help you code faster and smarter. The Kite plugin integrates with all the top editors and IDEs to give you smart completions and documentation while you’re typing. #Python #Excel #Automation Merch Store -- https://derricksherrill.store/ Support the Channel on Patreon -- https://www.patreon.com/join/derricksherrill Join The Socials -- Reddit - https://www.reddit.com/r/CodeWithDerrick/ FB - https://www.facebook.com/CodeWithDerrick/ Insta - https://www.instagram.com/codewithderrick/ Twitter - https://twitter.com/codewithderrick LinkedIn - https://www.linkedin.com/in/derricksherrill/ GitHub - https://github.com/Derrick-Sherrill ***************************************************************** Full code from the video: https://github.com/Derrick-Sherrill/DerrickSherrill.com/blob/master/replace_excel_if.py import numpy as np import pandas as pd scores_df = pd.read_excel('sample_scores.xlsx') #print(scores_df) scores_df['average'] = scores_df.mean(axis=1) #scores_df['Pass/Fail'] = np.where(scores_df['average'] #greater than 60, 'Pass', 'Fail') #print(scores_df) conditions = [ # "Angled Brackets aren't allowed" in YouTube Descriptions. :( ] results = ['A', 'B', 'C', 'D', 'F'] scores_df['Letter Grade'] = np.select(conditions, results) #print(scores_df) scores_df['Pass/Fail'] = ['Pass' if x #greater than 60 else 'fail' for x in scores_df['average']] print(scores_df) Packages (& Versions) used in this video: Pandas 1.1.3 NumPy ***************************************************************** Code from this tutorial and all my others can be found on my GitHub: https://github.com/Derrick-Sherrill/DerrickSherrill.com Check out my website: https://www.derricksherrill.com/ If you liked the video - please hit the like button. It means more than you know. Thanks for watching and thank you for all your support!! --- Channel FAQ -- What text editor do you use? Atom - https://atom.io/ What Equipment do you use to film videos? https://www.amazon.com/shop/derricksherrill What editing software do you use? Adobe CC - https://www.adobe.com/creativecloud.html Premiere Pro for video editing Photoshop for images After Effects for animations Do I have any courses available? Yes & always working on more! https://www.udemy.com/user/derrick-sherrill-2/ Where do I get my music? I get all my music from the copyright free Youtube audio library https://www.youtube.com/audiolibrary/music?nv=1 Let me know if there's anything else you want answered! ------------------------- Always looking for suggestions on what video to make next -- leave me a comment with your project! Happy Coding!

Simple conditional logic in excel can get very complex whenever you start having multiple conditionals. With only one line to include your...

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