Stocksera

NOTE: I'm still in the midst of fixing bugs. (Govt trades)

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/

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

Setup

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: Rerun Docker

Run scheduled tasks

Please refer to Scheduled Tasks Guide for more information on how to run scheduled tasks.

Star History

License

This project is under the MIT license.

guanquann / Stocksera

readme