See trending stock tickers on Reddit and check Stock perfomance
- Get your reddit API credentials from here.
- Follow this article to get your credentials.
- Go to
back/directory. - Create a
praw.inifile with the following
[ClientSecrets]
client_id=<your client id>
client_secret=<your client secret>
user_agent=<your user agent>
Note that the title of this section, ClientSecrets, is important because ticker_counts.py will specifically look for that title in the praw.ini file.
- Install required modules using
pip install -r requirements.txt. - Run
ticker_counts.pyfirst. - Now run
yfinance_analysis.py. - You will be able to find your results in
data/directory. - [Optional] Run
wsgi.pyto start a server that returns the data in JSON format. This step will generate the csv files if they don't already exist.
There's also a JavaScript web app that shows some data visualizations.
Start the local server. This server will generate the csv files if they don't already exist.
cd back
python wsgi.pyThen, launch the client
cd front
cp .env.example .env
npm install
npm run serveYou can change the env variables if you need to
- Requires Docker 17.09.0+ and docker-compose 1.17.0+
- make sure you have .env or a system wide export for the var VUE_APP_API_URL, see env.example
docker-compose up -dto start all services in the background. (-d == detatched)docker-compose up <servicename>to bring up a specific service.docker-compose rmremoves the imagedocker-compose psto list running servicesdocker-compose up --buildif you made changes to the compose or dockerfiles and need it built into a new image.docker-compose build --no-cacheif you made changes to specific files and docker does not recognize as new thereby reusing cached layers incorrectly. This takes about 3 minutes on a gaming pc with 0 docker tuning.compose.ymldetermines service names and which ports are bound to your host. By default front=8080 back=5006.- Once
upnavigate to http://localhost:8080/. docker-compose stopstops all services
There's also a React JavaScript web app that has +3 more features than the vue app.
- shows all available data on one site/table
- you can sort the data by clicking the header name, if you want see what ticker had the most 5d Change for example
- the tickername is a direct link to the tradeview overview site for the ticker if you find a ticker interesting and want to analyse it
Start the local server. This server will generate the csv files if they don't already exist.
cd back
python wsgi.pyThen, launch the client
cd react-front
cp .env.example .env
npm install
npm startYou can change the env variables if you need to
No Docker solution for the react app.
Included for potential future use is a csv file that contains all the listed ticker symbols for stocks, ETFs, and mutual funds (~50,000 tickers). This was retrieved from https://eodhistoricaldata.com/. You can register for a free api key and get up to 20 api calls every 24 hours.
To retrieve a csv of all USA ticker symbols, use the following:
https://eodhistoricaldata.com/api/exchange-symbol-list/US?api_token={YOUR_API_KEY}
I would love to see more work done on this, I think this could be something very useful at some point. All contributions are welcome. Go ahead and open a PR.
- Join the Discord to discuss development and suggestions.
See this page.
Suggestions are appreciated.
If you like what I am doing, consider buying me a coffee this helps me give more time to this project and improve.
TickerHype: https://tickerhype.com/
If you decide to use this anywhere please give a credit to @abbasmdj on twitter, also If you like my work, check out other projects on my Github and my personal blog.