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:
- "Buy!"
- "Not sure?"
- "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.
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 |
| Public sentiment data | |
| Public sentiment data |
- Create a skeleton plan for Project 1.
- Begin data importing process.
- Explore and clean up data.
- Start the coding process for each individual metric.
- Create an outline for the dashboard setup, including location of panels and tabs.
- Build the algorithm to determine if a stock should be a buy or wait.
- Deploy the dashboard to the web.