Dashboard to view a stock's basic information, RSI, Bollinger bands, EMA, SMA, sentiment analysis via Python

Overview

Your One And Only Trading Bot

No seriously, we mean it!

Robot

Contributors

Project Description

Our project will revolve around building an interactive dashboard that will allows users to enter the symbol for any stock or crpyto asset. It will then analyze that asset using a variety of metrics, such as an RSI indicator, bollinger bands, public sentiment analysis, Monte Carlo simulations, and various price history charts.

The dashboard will then provide the user with a recommendation of:

  1. "Buy!"
  2. "Not sure?"
  3. "Are you crazy!? Don't buy!"

Therefore, the research question our project will attempt to answer is if you should be any given stock or crpyto asset.

Datasets to be used

We will be using a variety of APIs to collect our data.

API Name Data collected
Alpaca Historical stock data
Crypto API tbd Historical crypto data
Alpha Vantaga Realtime and Historial Stock Data
Twitter Public sentiment data
Reddit Public sentiment data

Rough Breakdown of Tasks

  1. Create a skeleton plan for Project 1.
  2. Begin data importing process.
  3. Explore and clean up data.
  4. Start the coding process for each individual metric.
  5. Create an outline for the dashboard setup, including location of panels and tabs.
  6. Build the algorithm to determine if a stock should be a buy or wait.
  7. Deploy the dashboard to the web.
Owner
Physicist by training, process engineer by profession. Recently quit and studying machine learning https://www.linkedin.com/in/johngaffneymaterialscience/
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