Welcome to Data Science Projects, a collection of projects related to data analysis and exploration!
The project is organized into different categories within the src directory.
data: Data files used in the projects.projects: Jupyter Notebook files for various data science projects.python codes: Python scripts and code snippets.
| Project Name | Description |
|---|---|
| Project A Network Analysis of Game of Thrones | Explore the network structure of characters in Game of Thrones. |
| Project A New Era of Data Analysis in Baseball | Analyze baseball data to uncover insights about the game. |
| Project Analyzing TV Data | Analyze data related to TV shows and viewership. |
| Project Classify Song Genres from Audio Data | Classify music genres based on audio data. |
| Project Dr. Semmelweis and the Discovery of Handwashing | Analyze the impact of handwashing on reducing mortality rates. |
| Project Exploring the Bitcoin Cryptocurrency Market | Explore trends and patterns in the Bitcoin market. |
| Project Exploring the History of Lego | Investigate the history and trends of Lego sets. |
| Project Mobile Games A | Analyze data related to mobile games and user engagement. |
| Project Naïve Bees_ Predict Species from Images | Build a model to predict bee species from images. |
| Project Partnering to Protect You from Peril | Collaborative project focused on enhancing safety. |
| Project Phyllotaxis Draw Flowers Using Mathematics | Create artistic visualizations of flowers using mathematics. |
| Project Predicting Credit Card Approvals | Develop a model to predict credit card approvals. |
| Project Recreating John Snow's Ghost Map | Recreate the famous cholera map by John Snow. |
| Project Risk and Returns The Sharpe Ratio | Analyze the risk and returns of investment portfolios. |
| Project The Android App Market on Google Play | Explore trends in the Android app market. |
| Project Visualizing Inequalities in Life Expectancy | Visualize global inequalities in life expectancy. |
| Project_The GitHub History of the Scala Language | Analyze the GitHub history of the Scala programming language. |
| The Hottest Topics in Machine Learning | Explore popular topics in machine learning. |
| Visualizing COVID19 | Visualize and analyze COVID-19 data. |
To explore a specific project, navigate to the corresponding directory within src/projects and open the Jupyter Notebook file.
If you would like to contribute or add new projects, feel free to fork the repository and submit a pull request.
This project is licensed under the MIT License.