Data visualization project that replicates some of the most famous plots made by Du bois.
The Executive Summary is a short version of the study that built models to predict the likes-to-views ratio of YouTube videos. It highlights the main aspects of the model-building process, takeaways, and further steps to improve the model.
The study developed a model to predict the target ratio of Youtube videos (likes/views) using linear and random forest models. Additionally, it identified potential driving factors of target ratio and what categories of videos performed better/worse.
The long Exploratory Data Analysis (EDA) studied a data set regarding the perceptions of people in the Andean community (Peru, Colombia, Bolivia, and Ecuador) about social issues such as democracy, crime, education, etc. Its purpose was to unveil how demographic, geographic, and social-economic factors impact people's perceptions in the region and how such have changed from 2006 to 2014.
The Executive Summary is a short version of the EDA regarding public opinion in the Andean community. It highlights the main findings, takeaways, and possible branches for further research.