Dashboard: https://stock-time-series-dashboard.streamlit.app/
Goal:
- User bisa memilih saham yang ingin dianalisis
- Scraping data saham dari Yahoo Finance secara otomatis
- Memvisualisasikan insight data saham dalam bentuk time series
- Deploy hasil visualisasi menggunakan Streamlit
- Otomatis menggunakan data saham terbaru setiap harinya
Visualization:
- Closing price over time
- Trading volume over time
- Daily percentage change of stock closing price
- Candlestick chart
- Moving Average
- Distribution of stock daily returns
- Stock monthly returns
- Stock yearly returns
- Distribution of monthly price changes
- Autocorrelation of daily closing prices
- 30-Day rolling volatility
- Bollinger bands
- Dividends over time
Tools:
- Python
- yfinance