How to Build an Earnings Event Trading Dashboard in Python (Interactive Brokers API)

*🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *📅 Meet with me 1:1* https://calendly.com/quantguild-support *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/?src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🔨 Source Code* https://github.com/romanmichaelpaolucci/Quant-Guild-Library/blob/main/2025%20Video%20Lectures/55.%20How%20to%20Build%20an%20Earnings%20Event%20Trading%20Dashboard%20in%20Python%20(Interactive%20Brokers%20API)/earnings_trading_dashboard.py I hope you enjoyed! - Roman ___________________________________________ *📖 Chapters:* 00:00 - Trading Earnings Implied Volatility Crush 02:40 - Setting Up the Application 04:32 - Application Demonstration 07:25 - Trading Implied Volatility 09:30 - Enhancing our Edge 10:17 - [Coding Begins] Necessary Imports 13:10 - Interactive Brokers API Implementation 22:51 - EventTradingDashboard Class 26:28 - Equity/VIX Contract Functions 30:00 - Setting Up the User Interface 1:22:51 - Logging, Connection, Disconnection 1:34:43 - Analysis Clearing Function 1:42:50 - Option Pricing Functions 1:47:46 - Analyze Implied Volatility Crush Function 2:12:51 - Performing Implied Volatility Crush Analysis 2:55:06 - Creating Data Visualizations 3:08:14 - Main Load Function 3:09:12 - Debugging (Earnings Date Mask Logic Error) 3:17:20 - Final Working Product 3:18:45 - Closing Thoughts ___________________________________________ *🗣️ Shout Outs* A special thank you to my members on YouTube for supporting my channel and enabling me to continue to create videos just like this one! *⭐ Quant Guild Directors* Dr. Jason Pirozzolo ___________________________________________ *▶️ Related Videos* *Referenced Videos 👉* How to Trade Option Implied Volatility https://youtu.be/kQPCTXxdptQ How to Trade with the Kelly Criterion https://youtu.be/7tvW3NvRnPk Markov Chains in Quant Finance https://youtu.be/k8oQfd6M5sA Hidden Markov Models for Quant Finance https://youtu.be/Bru4Mkr601Q *Statistics and Trading Profitability Over Time (Edge) 📈* Expected Stock Returns Don't Exist https://youtu.be/iXNSBn5xqrA How to Trade https://youtu.be/NqOj__PaMec How to Trade Option Implied Volatility https://youtu.be/kQPCTXxdptQ How to Trade with an Edge https://youtu.be/NlqpDB2BhxE Quant on Trading and Investing https://youtu.be/CKXp_sMwPuY Quant Trader on Retail vs Institutional Trading https://youtu.be/j1XAcdEHzbU Why Trading Metrics are Misleading https://youtu.be/K-aUu_M02-Y Quant vs. Discretionary Trading https://youtu.be/3gblERSSHXI ___________________________________________ *🗂️ Resources* *📚 Quant Guild Library:* https://github.com/romanmichaelpaolucci/Quant-Guild-Library *🌎 GitHub:* https://github.com/RomanMichaelPaolucci https://github.com/Quant-Guild *📝 Medium (Blog):* https://quantguild.medium.com/ https://medium.com/quant-guild ___________________________________________ *🛠️ Projects* *The Gaussian Cookbook:* https://gaussiancookbook.com *Recipes for simulating stochastic processes:* https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5332011 ___________________________________________ *💬 Socials* *TikTok:* https://www.tiktok.com/@quantguild *Instagram:* https://www.instagram.com/quantguild/ *X/Twitter:* https://x.com/quantguild/ *LinkedIn (personal):* https://www.linkedin.com/in/rmp99/ *LinkedIn (company):* https://www.linkedin.com/company/quant-guild ___________________________________________