Développement Mauricie, web-scraped regional data
Overview: Développement Mauricie is a project designed to address the high unemployment rates in the Mauricie region of Québec. Commissioned by a governmental client, this project leverages web-scraping technology to gather real-time data from job sites like Indeed and Monster. By automatically collecting and analyzing job postings every hour, Développement Mauricie provides valuable insights into the job market, helping policymakers and educators tailor programs to meet the region’s employment needs.
Key Features:
1. Real-Time Job Data Collection:
- Automatically scrapes job postings from Indeed and Monster, collecting data on job titles, descriptions, requirements, locations, etc.
2. Interactive Dashboard:
- Visualize data through interactive graphs, charts, and tables, making it easy to understand job market dynamics.
3. In-Demand Jobs Analysis:
- Identify which jobs are most in demand in the Mauricie region.
- Track job posting trends over time to understand seasonal and long-term shifts in the job market.
4. Education and Experience Requirements:
- Analyze the qualifications needed for various job postings, including education levels, certifications, and experience.
5. Policy Development Support:
- Provide policymakers with detailed insights to help develop targeted employment policies and initiatives.
- Use data-driven analysis to create programs that address the specific needs of the job market in Mauricie.
6. Automated Reporting:
- Generate detailed reports on job market trends and statistics.
- Share findings with stakeholders to support informed decision-making and strategic planning.
Tech Stack: Frontend:Reach for a responsive and interactive user interface.Backend:Python for automated web-scraping and data processing.Database:MongoDB for scalable and efficient data storage.Web-Scraping:Beautiful Soup and Selenium.Data Visualization:Various Javascript libraries for creating interactive and informative dashboards.
Conclusion: Développement Mauricie is a crucial tool for addressing unemployment in the Mauricie region. By providing real-time insights into the job market, this project empowers policymakers, educators, and job seekers with the information they need to make informed decisions. Through automated data collection and an intuitive dashboard, Développement Mauricie supports the creation of effective employment policies and educational programs tailored to the region’s needs.