How to Reshape Dataframes | Pivot, Stack, Melt and More

When working with datasets you will need to change the shape and the perspective of the data. This is done sometimes for analysis purposes and sometimes just to explore the data a bit better. In this video, we learn 8 ways to change the shape of the dataframe we are working with to gain a new perspective on it. The functions we learn are: 1. pivot 2. pivot_table 3. Stack 4. Unstack 5. Melt 6. Groupby 7. Crosstab 8. Explode Find the code here: https://github.com/misraturp/Pandas-dataframe-reshaping RESOURCES: 🏃‍♀️ Data Science Kick-starter mini-course: https://www.misraturp.com/courses/data-science-kick-starter-mini-course 🐼 Pandas cheat sheet: https://misraturp.gumroad.com/l/pandascs 📥 Streamlit template: https://misraturp.gumroad.com/l/stemp 📝 NNs hyperparameters cheat sheet: https://www.misraturp.com/nn-hyperparameters-cheat-sheet 📙 Fundamentals of Deep Learning in 25 pages: https://misraturp.gumroad.com/l/fdl COURSES: 👩‍💻 Hands-on Data Science: Complete your first portfolio project: https://www.misraturp.com/hods 🌎 Website - https://misraturp.com/ 🐥 Twitter - https://twitter.com/misraturp 00:00 Introduction 00:42 Pivot 02:12 Pivot_table 04:24 Stack 05:45 Unstack 06:22 Melt 07:53 Groupby 09:22 Crosstab 10:36 Explode 12:03 Download the Pandas Cheat Sheet!