IYAMPAYE/Web_scrapped-_source_code_of_app.r_from-job-in-rwanda

# 📊 Youth Employment & Skills Mismatch – Rwanda ## 📌 Project Title Statistical Modelling of Youth Employment Outcomes and Skills Mismatch in Rwanda Using Labour Force Survey 2025 Microdata and Online Job Vacancy Data --- ## 📖 Project Description This project focuses on analyzing youth employment outcomes and skills mismatch in Rwanda by combining Labour Force Survey 2025 microdata with online job vacancy data collected through web scraping. The main objective is to understand the gap between skills supplied by the education system and skills demanded in the labor market. The project includes: - Web scraping of job vacancy data in Rwanda - Data cleaning and preprocessing - Statistical modeling and analysis - Time series forecasting using ARIMA models - Interactive visualization using a Shiny application --- ## ⚙️ Requirements To run this project, ensure that R is installed on your system, then install the required packages below. ### 📦 Required Packages ```r install.packages(c( "shiny", "shinydashboard", "shinyjs", "shinyWidgets", "waiter", "plotly", "htmlwidgets", "echarts4r", "readxl", "tidyr", "shinycssloaders", "DT", "forecast", "broom", "dplyr" ))