README.md

Stocksera

NEW RELEASE: Stocksera API now available at https://pypi.org/project/stocksera or via pip install stocksera. View documentation at https://github.com/guanquann/Stocksera-API.

You can view the application in stocksera.pythonanywhere.com.

Live demo is available at https://youtu.be/jkAZu7DvhvY.

Support:

This website is free for everyone. But if you want to support me, please give me a star on Github or you can PayPal to paypal.me/stocksera. Patreon is also available here.

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.

• Upgrades & Downgrades 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 max-pain price, OTM & ITM options and Call/Put ratio of the next few weeks.
• Data is from TD Ameritrade.

/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.

/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_etf/

• Analyse the performance of trending tickers on r/wallstreetbets.
• Top 10 most mentioned tickers with the highest sentiment will be added to the "Reddit ETF" when market opens.
• Tickers that fall outside the Top 10 list will be sold.

/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

/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

/insider/

• Get latest insider trading in the last 1 month

/beta/

• Calculate the true beta value of any stock real-time.

/amd_xlnx_ratio/

• AMD-XLNX Share Price Ratio.
• Percentage upside when buying XLNX

/news/

• View breaking, crypto, forex and merger news

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

# Setting up database and configs
# Ensure that line 32 of config.yaml is uncommented
# Ensure that line 33 of config.yaml is commented
py setup/local.py

Setting up WITH Docker

# Dockerise
# Ensure that line 32 of config.yaml is commented
# Ensure that line 33 of config.yaml is uncommented
py setup/docker.py

# Run the following if you are setting up for the first time using Docker. You might need to rerun setup/docker.py
py setup/docker_db.py

tasks_to_run.py

• Compilation of tasks that are needed to be completed.
• Get trending tickers in Reddit, subreddit subscribers statistics, stocks with low float and high short interest.

docker compose run --rm web python tasks_to_run.py

Run scheduled tasks

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

License:

This project is under the MIT license.