sydneypun/stock-analysis

Stock Analysis

Using Data Science to analyze stock market trends for FAANG and other companies.

*NOTE: This portfolio will be diversified to analyze companies beyond the FAANG companies.

Datasets Descriptions:

Obtained through downloading:

1. S&P 500 Stock Dataset: This dataset contains a 5-year overview of the stocks for the S&P 500 companies.
2. FAANG Stock Dataset: This dataset contains an overview of the stocks for all of the FAANG companies.

How to Run Stocks.py:

1. cd Charts
2. pip install streamlit
3. pip install yfinance
4. pip install pandas
5. streamlit hello
6. streamlit run stocks.py

Checklist:

• Simple closing prices and volume analysis of FAANG companies
• Stock Market Jupyter Notebook predictions for FAANG companies
• Financial Portfolio Optimization
• Analyze other companies to diversify this portfolio (i.e. Tesla)