https://github.com/guanquann/Stocksera
Finance application that provides more than 60 different alternative data to retail investors
https://github.com/guanquann/Stocksera
cryptocurrency daytrading due-diligence finance financial-data ibkr investing market-data options-trading reddit stock stock-market stocks trading yahoo-finance
Last synced: 15 days ago
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Finance application that provides more than 60 different alternative data to retail investors
- Host: GitHub
- URL: https://github.com/guanquann/Stocksera
- Owner: guanquann
- License: mit
- Created: 2021-05-18T07:34:00.000Z (almost 4 years ago)
- Default Branch: master
- Last Pushed: 2024-08-19T03:40:18.000Z (8 months ago)
- Last Synced: 2024-11-01T10:35:16.388Z (5 months ago)
- Topics: cryptocurrency, daytrading, due-diligence, finance, financial-data, ibkr, investing, market-data, options-trading, reddit, stock, stock-market, stocks, trading, yahoo-finance
- Language: JavaScript
- Homepage:
- Size: 82.6 MB
- Stars: 652
- Watchers: 24
- Forks: 105
- Open Issues: 3
-
Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
- License: LICENSE
Awesome Lists containing this project
- stars - guanquann/Stocksera - Finance application that provides more than 60 different alternative data to retail investors (JavaScript)
- stars - guanquann/Stocksera - Finance application that provides more than 60 different alternative data to retail investors (JavaScript)
README
# Stocksera
### NOTE: I'm still in the midst of fixing bugs. (Govt trades)
[](https://pepy.tech/project/stocksera)
Stocksera API available at https://pypi.org/project/stocksera or via `pip install stocksera`. View documentation at https://github.com/guanquann/Stocksera-API.
### Support:
If you wish to support this project, please star it on Github or PayPal to paypal.me/stocksera. Patreon is also available here.
### Data Source:
- Yahoo Finance, Finviz, Finnhub, FinancialModellingPrep, IBKR, Reddit, Finra, SEC, CompaniesMarketCap, SenateStockWatcher, HouseStockWatcher, Polygon, ARKFunds.io, Stocktwits, Twitter, Federal Reserve and much more...
### User Guide:
#### /ticker/
- View graph of your favourite ticker.
- Gather key statistics such as EPS, beta and SMA.
- Data is from yahoo finance
- Sort historical data based on % price change, volume, day and so on.
- Get recent insider trading of a stock.
- Get recent news and sentiment of a stock.
- Google trend of a stock and compare it with it's closing price.
- Recommendations of a stock.
- Links to Stocktwits for discussion.
- Links to Trading View for TA.
#### /ticker/options/
- View options chain of your favourite ticker.
- Find out the current max-pain price, OTM & ITM options, Call/Put ratio, historical max-pain.
- Data is from Swaggy Stocks.
#### /ticker/short_volume/
- View short volume and short percentage of some of the popular tickers.
- Data is from Finra.
#### /ticker/failure_to_deliver/
- View failure to deliver data of tickers.
- Data is from SEC.gov.
#### /ticker/borrowed_shares/
- View number of borrowed shares available and the borrow fee.
- Data is from IBKR.
#### /ticker/regsho/
- View days when ticker is in Regulation SHO Threshold List.
- Data is from NYSE.
#### /wsb_live_ticker/
- View number of mentions in WSB, calls/puts mentions and sentiment over time.
#### /reddit_analysis/
- Find the most popular tickers with their sentiment level on different subreddits such as r/wallstreetbets, r/stockmarket and r/stocks. Inspired from Auto DD.
- Trending cryptocurrencies are also analysed in r/Cryptocurrency.
- This only reads the post of the subreddit. The comments are not taken into account.
- Data is updated daily, around 1 hour before market open.
#### /wsb_live/
- Tracks trending tickers, sentiment, puts/calls ratio, price change and more on r/wallstreetbets realtime.
#### /crypto_live/
- Track trending crypto, sentiment, price change and more on r/CryptoCurrency realtime.
#### /reddit_ticker_analysis/
- View ranking of popular tickers in Reddit over time and compare it with its price.
#### /subreddit_count/
- Look at the increase in number of redditors on popular subreddits such as r/wallstreetbets, r/Superstonk and r/amcstock.
- Growth in number of new redditors and percentage of active redditors.
#### /subreddit_count/?quote=AMC
- Look at the increase in number of redditors/active users/percentage growth on specific subreddits and compare it with the stock price.
#### /market_summary/
- Overview of the performance of S&P500, Nasdaq100, DIA & WSB.
#### /futures/
- View market futures from Trading View
#### /earnings_calendar/
- View all tickers earnings report for the week ahead.
- Market Cap, EPS Estimate and EPS Actual.
- Sortable by market cap and day.
- Data is from yahoo finance.
#### /ipo_calendar/
- View upcoming and past IPOs
#### /stocktwits/
- View stocktwits trending tickers over time
#### /twitter_trending/
- View number of mentions of tickers on Twitter over time
#### /senate/
- View recent senate trading
#### /house/
- View recent house trading
#### /short_interest/
- Identify tickers with the highest short interest level.
- Data is from shortinterest.com
#### /low_float/
- Identify tickers with low float.
- Data is from lowfloat.com
#### /ark_trades/
- View holdings, trades and news of all companies in ARK Fund.
- View trades and ownership of a ticker.
- Data is from arkfunds.io/api
#### /reverse_repo/
- Daily reverse repo transactions (amount, number of parties, average)
- Data is from newyorkfed
#### /daily_treasury/
- Daily treasury (closing balance, opening balance)
- Data is from fiscaldata.treasury.gov
#### /inflation/
- Monthly inflation rate (with heat map) from 1960
- Data is from usinflationcalculator.com/inflation
#### /retail_sales/
- Monthly retail sales and compare it with the number of covid-19 cases
- Retail sales data is from ycharts.com/indicators/us_retail_and_food_services_sales
- Covid-19 data is from covid.ourworldindata.org/data/owid-covid-data.csv
#### /initial_jobless_claims/
- View weekly initial jobless claims
#### /interest_rate/
- View United States Fed Funds Rate
#### /insider/
- Get latest insider trading in the last 1 month
#### /beta/
- Calculate the true beta value of any stock real-time.
#### /news/
- View breaking, crypto, forex and merger news
#### /trading_halts/
- View trading halts
#### /correlation/
- View correlation between tickers
#### /dividend_history/
- View dividend history of tickers
#### /stock_split/
- View stock split of tickers
#### /accounts/login/
- Sign up for a free account to have access to all-in-one-dashboard and Stocksera API key.
### For developers:
#### Cloning project
```
git clone https://github.com/guanquann/Stocksera.git
```
#### Setting up WITHOUT docker
```
# Setting up environment
py -m venv venv
cd venv/Scripts
activate
cd ../..
# Install dependencies
pip install -r requirements.txt
# Set your MYSQL credentials in config.yaml first before proceeding
py setup/local.py
# Run application
# DO ENSURE THAT YOU HAVE ALL THE API KEYS NECESSARY IN http://localhost:8000/setup/ TO PREVENT UNWANTED ERRORS.
py manage.py runserver
```
#### Setting up WITH Docker
```
# Dockerise
# Set your MYSQL credentials in config.yaml first before proceeding
# Do note that MYSQL_HOST for docker container may not be localhost (mine is `db`)
py setup/docker.py
```
```
# Run the following in another command prompt if you are setting up for the first time using Docker
# Continue running `py setup/docker.py` even though there might be an error
# You might need to rerun setup/docker.py after `py setup/docker_db.py` successfully completed
py setup/docker_db.py
# DO ENSURE THAT YOU HAVE ALL THE API KEYS NECESSARY IN http://localhost:8000/setup/ TO PREVENT UNWANTED ERRORS.
```
To rerun in the future:
#### Run scheduled tasks
- Please refer to [Scheduled Tasks Guide](https://github.com/guanquann/Stocksera/tree/master/scheduled_tasks) for more information on how to run scheduled tasks.
### Star History
[](https://star-history.com/#guanquann/Stocksera&Date)
### License
This project is under the MIT license.