In this document we use Tidy Tuesday's CIA fact book and Freedom Index datasets to analyse different socio-political features by countries. This project was done for the course Coding 3: Introduction to R under the guidance of Professor Gergely Daroczi. We extend our gratitude to him for his guidance. The project satisified the requirements present under Final Project at: https://github.com/daroczig/CEU-R-intro?tab=readme-ov-file#final-project. Some additional work on top of the requirements mentioned, is presented as well.