Exploratory Data Analysis in Python using pandas

Published: 20 April 2020
on channel: Data Professor
57,603
1.6k

In this video, I will be showing you how to perform basic data pre-processing and exploratory data analysis (EDA) in Python using the pandas library. For this tutorial, we will be performing exploratory data analysis to answer practical questions using the NBA Basketball player stats data that we had previously obtained via web scraping.

🌟 Buy me a coffee: https://www.buymeacoffee.com/dataprof...

📎CODE: https://github.com/dataprofessor/code...

⭕ Playlist:
Check out our other videos in the following playlists.
✅ Data Science 101: https://bit.ly/dataprofessor-ds101
✅ Data Science YouTuber Podcast: https://bit.ly/datascience-youtuber-p...
✅ Data Science Virtual Internship: https://bit.ly/dataprofessor-internship
✅ Bioinformatics: http://bit.ly/dataprofessor-bioinform...
✅ Data Science Toolbox: https://bit.ly/dataprofessor-datascie...
✅ Streamlit (Web App in Python): https://bit.ly/dataprofessor-streamlit
✅ Shiny (Web App in R): https://bit.ly/dataprofessor-shiny
✅ Google Colab Tips and Tricks: https://bit.ly/dataprofessor-google-c...
✅ Pandas Tips and Tricks: https://bit.ly/dataprofessor-pandas
✅ Python Data Science Project: https://bit.ly/dataprofessor-python-ds
✅ R Data Science Project: https://bit.ly/dataprofessor-r-ds

⭕ Subscribe:
If you're new here, it would mean the world to me if you would consider subscribing to this channel.
✅ Subscribe: https://www.youtube.com/dataprofessor...

⭕ Recommended Tools:
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. I've been using Kite and I love it!
✅ Check out Kite: https://www.kite.com/get-kite/?utm_me...

⭕ Recommended Books:
✅ Hands-On Machine Learning with Scikit-Learn : https://amzn.to/3hTKuTt
✅ Data Science from Scratch : https://amzn.to/3fO0JiZ
✅ Python Data Science Handbook : https://amzn.to/37Tvf8n
✅ R for Data Science : https://amzn.to/2YCPcgW
✅ Artificial Intelligence: The Insights You Need from Harvard Business Review: https://amzn.to/33jTdcv
✅ AI Superpowers: China, Silicon Valley, and the New World Order: https://amzn.to/3nghGrd

⭕ Stock photos, graphics and videos used on this channel:
✅ https://1.envato.market/c/2346717/628...

⭕ Follow us:
✅ Medium: http://bit.ly/chanin-medium
✅ FaceBook:   / dataprofessor  
✅ Website: http://dataprofessor.org/ (Under construction)
✅ Twitter:   / thedataprof  
✅ Instagram:   / data.professor  
✅ LinkedIn:   / chanin-nantasenamat  
✅ GitHub 1: https://github.com/dataprofessor/
✅ GitHub 2: https://github.com/chaninlab/

⭕ Disclaimer:
Recommended books and tools are affiliate links that gives me a portion of sales at no cost to you, which will contribute to the improvement of this channel's contents.

#dataprofessor #pandas #EDA #exploratorydataanalysis #datavisualization #datavisualisation #dataviz #datavis #dataframe #dataframes #jupyternotebook #jupyter #googlecolab #colaboratory #notebook #machinelearning #datascienceproject #randomforest #decisiontree #svm #neuralnet #neuralnetwork #supportvectormachine #python #learnpython #pythonprogramming #datascience #datamining #bigdata #datascienceworkshop #dataminingworkshop #dataminingtutorial #datasciencetutorial #ai #artificialintelligence #tutorial #dataanalytics #dataanalysis #machinelearningmodel #datascientist #datascientists


On this page of the site you can watch the video online Exploratory Data Analysis in Python using pandas with a duration of hours minute second in good quality, which was uploaded by the user Data Professor 20 April 2020, share the link with friends and acquaintances, this video has already been watched 57,603 times on youtube and it was liked by 1.6 thousand viewers. Enjoy your viewing!