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73 lines
3.5 KiB
Markdown
Vendored
73 lines
3.5 KiB
Markdown
Vendored
## Origin: 2020 Dec 20 - 2021 Feb 21
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*This project was started by SexyYear on December 20th, 2020.*
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*This project was later made public on February 24th, 2021.*
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**The first release statement, on Reddit, regarding the terminal was:**
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Hey guys, hear me out.
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I’ve been here for quite some time, although my account shows only few weeks old. (That’s thanks to the fact that on my
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previous account I had my username as my full name …) And Reddit has been one of the apps I spent most of my time on.
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This is regardless whether I want to learn about the stock market, attend NASA’s AMA on Perseverance, or even for the
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memes on WSB community.
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Hence, I felt like I owed something to the community. For that reason, and also because I can, I developed a
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multi-purpose terminal.
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I changed my reddit account because it had my full legal name, and then in my first post I share my own personal
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github…. life’s tricky.
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Anyway, I’ve lost a lot of time around the README files, so that before you lose any time cloning the repo, you have
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full disclosure to whatever you’ll get out of this repo.
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But in summary, the Terminal has 7 distinct menus:
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**Discover Stocks**
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- Some features are: Top gainers; Sectors performance; upcoming earnings releases; top high shorted interest stocks;
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- top stocks with low float; top orders on fidelity; and some SPAC websites with news/calendars.
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**Market Sentiment**
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- Main features are: Scrolling through Reddit main posts, and most tickers mentions; Extracting trending symbols on
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stocktwits, or even stocktwit sentiment based on bull/bear flags; Twitter in-depth sentiment prediction using AI;
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Google mentions over time.
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**Research Web pages**
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- List of good pages to do research on a stock, e.g. macroaxis, zacks, macrotrends, ..
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**Fundamental Analysis**
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- Read financials from a company from Market Watch, Yahoo Finance, Alpha Vantage, and Financial Modeling Prep API.
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Since I only rely on free data, I added the information from all of these, so that the user can get it from the source
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it trusts the most. Also exports management team behind stock, along with their pages on Google, to speed up research
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process.
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**Technical Analysis**
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- The usual technical indicators: sma, rsi, macd, adx, bbands, and more.
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**Due Diligence**
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- It has several features that I found to be really useful. Some of them are: Latest news of the company; Analyst
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prices and ratings; Price target from several analysts plot over time vs stock price; Insider activity, and these
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timestamps marked on the stock price historical data; Latest SEC fillings; Short interest over time; A check for
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financial warnings based on Sean Seah book.
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**Prediction Techniques**
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- The one I had more fun with. It tries to predict the stock price, from simple models like sma and arima to complex
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neural network models, like LSTM. The additional capability here is that all of these are easy to configure. Either
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through command line arguments, or even in form of a configuration file to define your NN.
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About me, I’m a Sensor Fusion Engineer, and I enjoy working in self-learning projects in my spare time involving mostly
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some sort of ML/AI. I’m more than happy to add features that you request to the repo, and will keep on top of bugs.
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I’m sorry that there isn’t a simple web interface for this which may be limiting for some of you. It’s not that I
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didn’t want to, but more that I don’t have experience with such. If one of you guys is keen on creating it for this
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terminal, that would be amazing.
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Your feedback is very much appreciated!
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