Adding Data Analysis of Tech Stocks

Description

Performed comprehensive data analysis on a dataset of stock information for various tech companies. Feature Description Performing a comprehensive data analysis on a dataset of stock information for various major tech companies, over a span of 12 years. Statistical Analysis: Calculating basic statistical measures such as mean, median, standard deviation, etc., for each stock symbol. Visualization: Utilizing Matplotlib and Seaborn for data visualization, including line plots, histograms, and heatmaps. Moving Averages: Implementing and visualizing moving averages (e.g., 20-day and 50-day) to identify trends in stock prices. Daily Returns: Calculating and visualizing daily returns to understand day-to-day stock performance. Correlation Analysis: Computing and visualizing the correlation matrix between different stock symbols to understand their relationships. Candlestick Charts: Creating candlestick charts for detailed visualization of stock price movements.

Fixes # (issue)

Type of change

[x] Added a new machine learning project: Data Analysis of Tech Stocks

Checklist:

[x] My code follows the style guidelines of this project
[x] I have performed a self-review of my own code
[x] I have commented my code, particularly in hard-to-understand areas
[x] I have made corresponding changes to the documentation
[x] My changes generate no new warnings

Recode-Hive / machine-learning-repos