BMW Stock Data (1996-2024)
BMW Stock Dataset starts from November 1996 and ends at December 2024
@kaggle.mhassansaboor_bmw_stock_data_1996_2024
About this Dataset
BMW Stock Data (1996-2024)
📊 BMW Stock Price Data (1996 - 2024) 🚗💼
Welcome to the BMW Stock Price Dataset, a comprehensive collection of historical stock data for Bayerische Motoren Werke AG (BMW). This dataset spans over 28 years (from November 1996 to December 2024) and provides valuable insights into BMW's financial performance, trends, and market movements. 🏦📈
📂 Dataset Details
| Column Name | Description |
|---|---|
🕒 Date |
The trading date. |
💰 Open |
Stock price at the start of the trading day. |
📈 High |
Highest stock price during the trading day. |
📉 Low |
Lowest stock price during the trading day. |
🔒 Close |
Stock price at the end of the trading day. |
🎯 Adj Close |
Adjusted closing price after splits/dividends. |
📊 Volume |
Number of shares traded on the given date. |
🌟 Highlights
- Data Period: From November 1996 to December 2024.
- Granularity: Daily stock prices and trading volume.
- Applications:
- Analyze historical stock trends. 📊
- Perform technical analysis using moving averages, Bollinger bands, etc. 📉📈
- Build machine learning models for stock price predictions. 🤖💡
- Financial portfolio optimization and backtesting. 💹
🎨 Visual Examples You Can Build
- Trend Analysis: Visualize stock price trends over decades. 📉
- Moving Averages: Plot 50-day, 100-day, and 200-day moving averages. 📈
- Trading Volume: Analyze trading activity patterns. 📊
🛠️ Technical Details
- Source: Scraped from Yahoo Finance using Python's
yfinancelibrary. - File Format: CSV (Comma-Separated Values).
- Dataset Size: Compact and efficient for processing.