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How to use the Pandas GroupBy function | Pandas tutorial

Mısra Turp 34,127 3 years ago
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The GroupBy function is sometimes confusing and overwhelming for people who are just starting with programming in pandas, or even for people who have been using pandas for years. In this tutorial, I will show you the ins and outs of the groupby function, how to use it, what it returns and how to deal with the groups that are created. There is also an introduction for a little bonus function at the end that I think will be very useful for you called the pd.Grouper. Get the code here: https://github.com/misraturp/Pandas-groupby-tutorial You can find the data here: https://data.cityofnewyork.us/City-Government/NYC-Jobs/kpav-sd4t Groupby documentation: https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.groupby.html Pandas Grouper documentation: https://pandas.pydata.org/docs/reference/api/pandas.Grouper.html 👋 Keep in touch? ========================== 🐥 Twitter - https://twitter.com/misraturp 🔗 LinkedIn - https://linkedin.com/in/misraturp/ 📹 YouTube - https://youtube.com/@misraturp 🌎 Website - https://misraturp.com/ Courses & resources ============================ 📙 Fundamentals of Deep Learning in 25 pages https://misraturp.gumroad.com/l/fdl 👩‍💻 Hands-on Data Science: Complete your first portfolio project https://www.misraturp.com/hods 📥 Streamlit template https://misraturp.gumroad.com/l/stemp 🤖 Deep Learning 101 with Python and Keras (FREE) https://youtube.com/playlist?list=PLM8lYG2MzHmQn55ii0duXdO9QSoDF5myF 🏃‍♀️ Data Science Kick-starter mini-course (FREE) https://www.misraturp.com/data-science-kick-starter-mini-course 🐼 Pandas cheat sheet (FREE) https://misraturp.gumroad.com/l/pandascs 📝 NNs hyperparameters cheat sheet (FREE) https://misraturp.gumroad.com/l/hcs

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