📝 Project Overview This project is a Stock Analysis and Forecasting Web App built using Streamlit, Python, and Plotly. It allows users to analyze the performance of any listed stock by fetching real-time financial data using the Yahoo Finance API (yfinance) and generating interactive visualizations. The app also includes technical indicators, historical trend analysis, and time series forecasting for better investment insights.
⚙️ Key Features
📈 Stock Data Retrieval: Automatically fetches stock data (Open, Close, High, Low, Volume, etc.) from Yahoo Finance. 📊 Interactive Charts: Displays price movements and trends using Plotly visualizations. 🔍 Technical Indicators: Calculates moving averages, RSI, MACD, Bollinger Bands, etc., using the pandas_ta library. ⏱️ Forecasting: Predicts future stock prices using ARIMA or other time-series models. 📑 Company Overview: Displays company information like sector, website, and employee details. 🌐 User Interface: Built with Streamlit for a clean, interactive, and user-friendly dashboard.
🧠 Tech Stack
Frontend: Streamlit Backend: Python Libraries: yFinance, pandas, numpy, plotly, pandas_ta, statsmodels IDE: VS Code