This is the project aims to find information of job market among Latin America and Caribbean countries.

This work is done through my participation in the C^2 lab at the University of California, Davis, headed by Prof. Martin Hilbert.

While working in this lab, I discovered the Jupyter Notebook and several data analysis techiques. I implemented a web-based visualization using d3.js v3 for visualizations. The webpage is implemented based on Python-Flask. I used matplotlib along with numpy and pandas to create analytic results and visulizations.

The code of the webpage could be found under web folder.

I also implemented web scrapers using BeautifulSoup4 and Selenium. The target website is: https://www.workana.com/en/freelancers

The scraper using BeautifulSoup4 is available under scrap/bs4. The scraper using Selenium is available under scrap/selenium.