This is a python project that analyzes cryptocurrency data and displays the analysis on a Streamlit web app.
Price chart with moving averages
It Essentially involves a Python script that analyzes cryptocurrency data and displays the results in a Streamlit web app. This project demonstrates several key skills for a data analyst job application:
Data retrieval: Using the yfinance library to fetch real-time cryptocurrency data. Data analysis: Calculating moving averages, daily returns, and volatility. Data visualization: Creating interactive charts using Plotly Express. Web app development: Building an interactive dashboard with Streamlit.
Daily returns distribution
Historical volatility chart
Summary statistics
Correlation matrix of key metrics
NOTE : To run the app, pull the code on this repo to your local machine. Cd into the dir that contains the file and run the command,
streamlit run crypto_analysis_app.py