Tutorial on measuring Option Liquidity with Python. Learn about the different metrics to analyze option liquidity, scrape options data with Python and analyze an options dataset to find the most and least liquid options. **Disclaimer - The contents of this video are for informational and educational purposes only. They should not be considered investment, financial, legal or tax advice.** The notebook can be found in the "Finance with Python" folder within the below repo. GitHub Repo - https://github.com/ad17171717/YouTube-Tutorials/blob/main/Finance%20with%20Python/Finance_with_Python!_Option_Liquidity.ipynb CONNECT: LinkedIn: https://www.linkedin.com/in/adrian-dolinay-frm-96a289106/ GitHub: https://github.com/ad17171717 X: https://twitter.com/DolinayG Odysee: https://odysee.com/@adriandolinay:0 |-Video Chapters-| 0:00 - Intro 0:11 - Defining option liquidity 0:30 - Reviewing the liquidity metrics 1:42 - Disclaimer 2:12 - Reading in S&P 500 Companies into a pandas DataFrame 2:57 - Scraping options data with yfinance 6:49 - Filtering out options contract that haven't traded for the day 7:31 - Graphing the most/least liquid S&P 500 company contracts 9:17 - References and additional learning ... https://www.youtube.com/watch?v=jpalGygDHxQ

Tutorial on installing Docker Engine on Ubuntu Jammy Jellyfish. Link to installation documentation: https://docs.docker.com/engine/install/ubuntu/ Bash script to install Docker available on GitHub: https://github.com/ad17171717/YouTube-Tutorials/blob/main/Ubuntu%20Tutorials/Install%20Docker%20Engine%20on%20Ubuntu/Install_Docker_Engine_on_Ubuntu.sh CODE for GPG Key: sudo apt-get update && \ sudo apt-get install ca-certificates curl && \ sudo install -m 0755 -d /etc/apt/keyrings && \ sudo curl -fsSL https://download.docker.com/linux/ubuntu/gpg -o /etc/apt/keyrings/docker.asc && \ sudo chmod a+r /etc/apt/keyrings/docker.asc CONNECT: LinkedIn: https://www.linkedin.com/in/adrian-dolinay-frm-96a289106/ GitHub: https://github.com/ad17171717 X: https://twitter.com/DolinayG Odysee: https://odysee.com/@adriandolinay:0 Medium: https://medium.com/@adriandolinay |-Video Chapters-| 0:00 - Introduction 0:22 - Reviewing per-requisites for Docker Engine 1:16 - Installing Docker Engine 2:20 - Add user to Docker group 2:53 - Running a Docker Image 3:18 - Conclusion ... https://www.youtube.com/watch?v=3mQCIq48opY