May 1, 2022Use Your Computer to Make Informed Decisions in Stock Trading: Practical Introduction — Part 10: Passive Investing with ETFs in Europe[HINT] You can read my previous articles on Medium or on the website PythonInvest (sometimes it has more of the dynamic content). The full Python code (Colab notebooks) is on Github. An intro video covering the logics of the Colab code is on YouTube. Why ETFs? While, in the US, passive investment…Etf Investing15 min readEtf Investing15 min read
Nov 29, 2021Use Your Computer to Make Informed Decisions in Stock Trading: Practical Introduction — Part 9: Macroeconomic Indicators Affecting Stock Market[HINT] You can read my previous articles on Medium or on the website PythonInvest (sometimes it has more of the dynamic content). The full Python code (Colab notebooks) is on Github. An intro video covering the logics of the Colab code is on YouTube. You may have heard the terms…Python16 min readPython16 min read
Aug 6, 2021Use Your Computer to Make Informed Decisions in Stock Trading: Practical Introduction — Part 8: Portfolio Optimisation[HINT] You can read my previous articles on Medium or on the website PythonInvest (sometimes it has more of the dynamic content). The full Python code (Colab notebooks) is on Github. There are cases when you’d like to buy several stocks and don’t know how to split the money among…Python18 min readPython18 min read
Mar 15, 2021Use Your Computer to Make Informed Decisions in Stock Trading: Practical Introduction — Part 7: Comparing IPOs from late 2020 vs. early 2021The results of this study were obtained by running the code of Part6 “Boom of IPOs in 2020” 3 months later in 2021. We compared the statistics and identified changes during the short period of time. Introduction There were 480 initial public offerings (IPOs) in 2020, according to the IPO Statistics…IPO9 min readIPO9 min read
Dec 15, 2020Use Your Computer to Make Informed Decisions in Stock Trading: Practical Introduction — Part 6: Boom of IPOs in 2020This article continues the series of event-driven analytical stories, which we’ve started from the news sentiment analysis (Part 3), then continued with one quarter of EPS vs. returns (Part 4), and finally got the long-term EPS analysis over the last 20 years (Part 5) for the selected set of stocks. IPOs in 2020 …Investing9 min readInvesting9 min read
Nov 27, 2020Use Your Computer to Make Informed Decisions in Stock Trading: Practical Introduction — Part 5: Developing a Short Term Investment Strategy Based on Earnings-Per-Share (EPS) DataIntroduction If you’re following the stock market news, you will encounter the financial terms like revenue, net income, earnings-per-share (EPS). They often appear just after the quarterly and annual earning calls. …Stock Market18 min readStock Market18 min read
Sep 3, 2020Use Your Computer to Make Informed Decisions in Stock Trading: Practical Introduction — Part 4: Scraping Earnings Per Share (EPS)Introduction I know the exact day when I’ve started trading— it was 28th April 2020, when Google announced its Q1 earnings and rose more than 7% in 1 day. I thought that Facebook had a similar business and it was releasing the report the next day, so I’ve invested my first…Python16 min readPython16 min read
Jul 28, 2020Use Your Computer to Make Informed Decisions in Stock Trading: Practical Introduction — Part 3: Sentiment Analysis of Financial NewsIs there a relation between all that hype in the media regarding a certain company and how the company is actually doing? Can you actually rely on the headlines to make a decision on whether to buy, sell or hold the stock? In this article, we’ll try to answer this…Python13 min readPython13 min read
Jul 20, 2020Use Your Computer to Make Informed Decisions in Stock Trading: Practical Introduction — Part 2: Exploring Finance APIsThis second part in the series covers several well-known finance APIs that you can use in your Python code to obtain and analyse stock data. …Python11 min readPython11 min read
Jul 16, 2020Use Your Computer to Make Informed Decisions in Stock Trading: Practical Introduction — Part 1: Python EnvironmentIf you want to take advantage of your computer to make informed decisions in trading stocks, this article series is definitely worth reading. Don’t worry if you have little or no experience with programming. In this series, we will use Python, one of the most human-friendly programming languages, despite its…Python6 min readPython6 min read
