Staghack Project

Description

This project is designed to analyze and visualize data related to deer population and their habitats. It uses various data science libraries to process and present the data in a meaningful way. The goal is to build an algorithm that minimizes the time between the registration of a patient to a portal and the time of the first appointment with a healthcare provider.

Getting Started

Prerequisites

Make sure you have Python installed on your system. You can download it from python.org.

Installation

1. Clone the repository:

   git clone https://github.com/adriangallant99/staghack.git
   cd staghack

2. Create a virtual environment:

   python -m venv venv

3. Activate the virtual environment:

   • On Windows:

     venv\Scripts\activate

   • On macOS and Linux:

     source venv/bin/activate

4. Install the required libraries:

   pip install pandas numpy matplotlib pytest

Running the Project

To run the project, execute the main script:

python src/main.py

Usage

To use this project, follow these steps:

1. Ensure your data files are in the data directory.
2. Run the main script to process and visualize the data.
3. View the generated plots and analysis results in the data/output directory.

Project Structure

staghack/
├── __pycache__/
├── .gitignore
├── .vscode/
│   └── launch.json
├── data/
│   ├── Appointment Data.csv
│   ├── New Patient Data.csv
│   ├── original_data/
│   ├── output/
│   ├── pattern_map.json
│   ├── Provider Schedule Data.csv
│   └── Provider State Data.csv
├── docs/
│   ├── HACKATHON_README.md
│   ├── items_2_3/
│   ├── items_4_5/
│   └── items_6/
├── playground/
│   └── adrian-test.ipynb
├── README.md
├── src/
│   ├── __init__.py
│   ├── analysis/
│   ├── preprocessing/
│   ├── scheduling/
│   ├── util/
│   └── main.py
└── tests/

Contributing

Contributions are welcome! Please fork the repository and create a pull request with your changes. Ensure your code follows the project's coding standards and includes appropriate tests.

License

None

Contact

For any questions or issues, please contact the project maintainer at [[email protected]].