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| Name | Momentum Stock Screener using Python - Code Walkthrough |
| Video Uploader | Video From MomentumLAB |
| Upload Date | This Video Uploaded At 01-07-2024 09:54:35 |
| Video Discription | 🚀 Welcome to our comprehensive webinar conducted on 30-Jun-2024 where I did a code walk though on the topic of "Finding Stocks in high Momentum using Python" Whether you're a quant investor looking to leverage data for smarter investment decisions or a programmer keen on diving into financial data analysis, this session is perfect for you. In this webinar, I'll walk you through a step-by-step guide to picking stocks based on High Momentum (Rate of Change) using Python, . Here's what you'll learn: 🔍 Key Highlights: Fetching and Handling Data with yfinance: Learn to import historical stock data seamlessly. Calculating Technical Indicators: How to compute and interpret Exponential Moving Averages (EMAs) for trend analysis. Performance Metrics: Analyzing stock returns over various time frames and identifying high-performing stocks. Filtering and Ranking Stocks: How to identify and rank top stocks based on momentum and performance criteria. 🎓 Who Should Watch: Quant Investors: Gain insights into using Python for data-driven investment strategies. Programmers: Enhance your skills in financial data analysis and visualization. Finance Enthusiasts: Anyone interested in learning how to analyze and interpret stock data. 🛠️ Tools Used: Python Libraries: yfinance, pandas, numpy, matplotlib. Data Sources: NSE (National Stock Exchange) stock data. 📅 Timestamps: 0:00 - Introduction 0:54 - Momentum Filtration Criteria 9:22 - Importing Libraries and Initializing Variables 11:48 - Fetching Historical Data 16:55 - Calculating EMAs and Returns 23:02 - Filtering and Analyzing Stocks 29:00 - Visualizing the Results 31:50 - Q&A Session 🔗 Resources: GitHub Repository (To access the code) : https://github.com/Momentum1ab/MomentumScreener/blob/main/1%2C3%2C6m_MomentumScreener.ipynb Research Papers discussed : Frog in the Pan - Stocks with Smoother Path Give Better Momentum Returns https://alphaarchitect.com/2015/11/frog-in-the-pan-identifying-the-highest-quality-momentum-stocks/ 52 Week High Effect - Evidence from India https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4587697 Absolute Momentum - Its Overlay on Trend Following https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2244633 Don't forget to like, comment, and subscribe for more insightful webinars. ---------------------------------------------------------------------------------------------------------------------------------------------------------- A COMPLETE GUIDE TO TRACKING YOUR PORTFOLIO: https://www.momentumlab.in/courses/Building-Your-Own-Portfolio-Dashboard-Sekhar-Sudhamsh-665578271a853f7f46a80cbf ---------------------------------------------------------------------------------------------------------------------------------------------------------- |
| Category | Education |
| Tags | #momentuminvesting | #DIYinvesting | #momentumtrading | #python | #dataininvesting |
