MyVisaJobs_Crawler.mp4
This project provides a comprehensive data analysis platform for examining employment and immigration patterns among international students and foreign workers in the United States. By analyzing data from myvisajobs.com, we offer insights into university-specific hiring trends and Green Card approval patterns.
This project operates in compliance with myvisajobs.com's robots.txt specifications, which only restricts crawling of the "/Resume/" path. The project will be promptly modified or discontinued if requested by myvisajobs.com.
- Data Collection: Automated extraction of employment and immigration data from myvisajobs.com
- Analytics Dashboard: Interactive visualization of university-specific hiring patterns
- Green Card Analysis: Detailed tracking of Green Card approvals and employer relationships
- University Rankings: Data-driven assessment of universities based on successful immigration outcomes
- Python 3.x
- Streamlit
- Additional dependencies listed in requirements.txt
- Clone the repository:
git clone https://github.com/kailinxGitHub/MyVisaJobs_2023_Crawler.git- Navigate to the project directory:
cd MyVisaJobs_2023_Crawler- Install dependencies:
pip install -r requirements.txtLaunch the Streamlit application:
streamlit run green_card_university_hires.pyAccess the application through your web browser at the provided localhost address.
green_card_university_hires.py: Main application filerequirements.txt: Project dependencies- Additional configuration and data files
We welcome contributions to this project. Please follow these steps:
- Fork the repository
- Create a feature branch
- Submit a pull request with a clear description of your changes
This project is licensed under the MIT License. See the LICENSE file for details.
This project is developed for educational and research purposes. It is not officially affiliated with myvisajobs.com or any educational institutions mentioned in the data.
For issues, feature requests, or contributions, please:
- Open an issue in the repository
- Provide detailed information about your request
- Include relevant error messages or screenshots when applicable
For direct inquiries, please open an issue in the repository.
This project aims to provide valuable insights into the immigration landscape for international students and foreign workers in the United States, supporting data-driven decision-making for individuals, educational institutions, and employers.