GamestonkTerminal 🚀

About

Gamestonk Terminal is an awesome stock market terminal that has been developed for fun, while I saw my GME shares tanking. But hey, I like the stock 💎🙌.

The implementation (in python) allows to easily add more commands, and expand on their configuration.

Feel free to request features, I'll be happy to work on them on my spare time.

Table of contents

• Features
  • Discover Stocks
  • Market Sentiment
  • Research Web pages
  • Fundamental Analysis
  • Technical Analysis
  • Due Diligence
  • Prediction Techniques
• Install
• API Keys
• Disclaimer
• Support

Features

The main menu allows the following commands:

load -t S_TICKER [-s S_START_DATE] [-i {1,5,15,30,60}]

• Load stock ticker to perform analysis on
  • -s : The starting date (format YYYY-MM-DD) of the stock
  • -i : Intraday stock minutes

clear

• Clear previously loaded stock ticker.

view -t S_TICKER [-s S_START_DATE] [-i {1,5,15,30,60}] [--type N_TYPE]

• Visualise historical data of a stock. An alpha_vantage key is necessary.
  • -s : The starting date (format YYYY-MM-DD) of the stock
  • -i : Intraday stock minutes
  • --type : 1234 corresponds to types: 1. open; 2. high; 3.low; 4. close; while 14 corresponds to types: 1.open; 4. close

Note: Until a ticker is loaded, the menu will only show disc and sen menu, as the others require a ticker being provided.

Discover Stocks

Command	Description	Source
map	S&P500 index stocks map	Finviz
sectors	show sectors performance	Alpha Vantage
gainers	show latest top gainers	Yahoo Finance
orders	orders by Fidelity Customers	Fidelity
up_earnings	upcoming earnings release dates	Seeking Alpha
high_short	show top high short interest stocks of over 20% ratio	High Short Interest
low_float	show low float stocks under 10M shares float	Low Float
simply_wallst	Simply Wall St. research data	Simply Wall St.
spachero	great website for SPACs research	SpacHero
uwhales	good website for SPACs research	UnusualWhales

Market Sentiment

Command	Description
Reddit:
wsb	show what WSB gang is up to in subreddit wallstreetbets
watchlist	show other users watchlist
popular	show popular tickers
spac_c	show other users spacs announcements from subreddit SPACs community
spac	show other users spacs announcements from other subs
Stocktwits:
bullbear	estimate quick sentiment from last 30 messages on board
messages	output up to the 30 last messages on the board
trending	trending stocks
stalker	stalk stocktwits user's last message
Twitter:
infer	infer about stock's sentiment from latest tweets
sentiment	in-depth sentiment prediction from tweets over time
Google:
mentions	interest over time based on stock's mentions
regions	regions that show highest interest in stock
queries	top related queries with this stock
rise	top rising related queries with stock

Research Web pages

Command	Website
macroaxis	www.macroaxis.com
yahoo	www.finance.yahoo.com
finviz	www.finviz.com
marketwatch	www.marketwatch.com
fool	www.fool.com
businessinsider	www.markets.businessinsider.com
fmp	www.financialmodelingprep.com
fidelity	www.eresearch.fidelity.com
tradingview	www.tradingview.com
marketchameleon	www.marketchameleon.com
stockrow	www.stockrow.com
barchart	www.barchart.com
grufity	www.grufity.com
fintel	www.fintel.com
zacks	www.zacks.com
macrotrends	www.macrotrends.net
newsfilter	www.newsfilter.io
resources	www.tradinganalysisresources.com

Fundamental Analysis

Command	Description
screener	screen info about the company (Finviz)
mgmt	management team of the company (Business Insider)
Market Watch API
income	income statement of the company
assets	assets of the company
liabilities	liabilities and shareholders equity of the company
operating	cash flow operating activities of the company
investing	cash flow investing activities of the company
financing	cash flow financing activities of the company
Yahoo Finance API
info	information scope of the company
shrs	shareholders of the company
sust	sustainability values of the company
cal	calendar earnings and estimates of the company
Alpha Vantage API
overview	overview of the company
income	income statements of the company
balance	balance sheet of the company
cash	cash flow of the company
earnings	earnings dates and reported EPS
Financial Modeling Prep API
profile	profile of the company
quote	quote of the company
enterprise	enterprise value of the company over time
dcf	discounted cash flow of the company over time
inc	income statements of the company
bal	balance sheet of the company
cashf	cash flow of the company
metrics	key metrics of the company
ratios	financial ratios of the company
growth	financial statement growth of the company

Technical Analysis

Command	Description	Wikipedia	Investopedia
overlap:
ema	exponential moving average	Link	Link
sma	simple moving average	Link	Link
vwap	volume weighted average price	Link	Link
momentum:
cci	commodity channel index	Link	Link
macd	moving average convergence/divergence	Link	Link
rsi	relative strength index	Link	Link
stoch	stochastic oscillator	Link	Link
trend:
adx	average directional movement index	Link	Link
aroon	aroon indicator	Link
volatility:
bbands	bollinger bands	Link	Link
volume:
ad	chaikin accumulation/distribution line values	Link	Link
obv	on balance volume	Link	Link

Due Diligence

Command	Explanation
news	latest news of the company (Finviz)
red	gets due diligence from another user's post (Reddit)
analyst	analyst prices and ratings of the company (Finviz)
rating	rating of the company from strong sell to strong buy [FMP]
pt	price targets over time (Business Insider)
est	quarter and year analysts earnings estimates (Business Insider)
ins	insider activity over time (Business Insider)
insider	insider trading of the company (Finviz)
sec	SEC filings (MarketWatch)
short	short interest (Quandl)
warnings	company warnings according to Sean Seah book (MarketWatch)

Prediction Techniques

Command	Algorithm
sma	simple moving average
knn	k-Nearest Neighbors
linear	linear regression (polynomial 1)
quadratic	quadratic regression (polynomial 2)
cubic	cubic regression (polynomial 3)
regression	regression (other polynomial)
arima	autoregressive integrated moving average
prophet	Facebook's prophet prediction]
mlp	MultiLayer Perceptron
rnn	Recurrent Neural Network
lstm	Long Short-Term Memory

Install

This project was written and tested with Python 3.6.8.

In order to install, you must run:

git clone https://github.com/DidierRLopes/GamestonkTerminal
cd GamestonkTerminal/
pip3 install -r requirements.txt

Then run:

python3 gamestonk_terminal.py

Note: The libraries specified in the requirements.txt file have been tested and work for the purpose of this project, however, these may be older versions. Hence, it is recommended for the user to set up a virtual python environment prior to installing these. This allows to keep dependencies required by different projects in separate places.

API Keys

The project is build around several different API calls, whether it is to access historical data or financials.

These are the ones where a key is necessary:

• Alpha Vantage: https://www.alphavantage.co
• Financial Modeling Prep: https://financialmodelingprep.com/developer
• Quandl: https://www.quandl.com/tools/api
• Reddit: https://www.reddit.com/prefs/apps
• Twitter: https://developer.twitter.com

When these are obtained, don't forget to update config_terminal.py. Alternatively, you can also set them to the following environment variables:

• GT_API_KEY_ALPHAVANTAGE
• GT_API_KEY_FINANCIALMODELINGPREP
• GT_API_KEY_QUANDL
• GT_API_REDDIT_CLIENT_ID
• GT_API_REDDIT_CLIENT_SECRET
• GT_API_REDDIT_USERNAME
• GT_API_REDDIT_USER_AGENT
• GT_API_REDDIT_PASSWORD
• GT_API_TWITTER_KEY
• GT_API_TWITTER_SECRET_KEY
• GT_API_TWITTER_BEARER_TOKEN.

Disclaimer

"A few things I am not. I am not a cat. I am not an institutional investor, nor am I a hedge fund. I do not have clients and I do not provide personalized investment advice for fees or commissions." DFV

Support

If you like this project, and would like me to maintain it and keep adding features, feel free to buy me a coffee!