Level: Beginner Hack
Team Members: Esther Cho (First-Year), Vanessa Hu (First-Year), Gabriel Cha (First-Year), Arman Rahman (First-Year)
Tools: Scikit learning, Pandas, Tableau, Google Colab
Predicting salaries can be a powerful tool at hand, as it may play an important role for Federal Governors who determine inflation rates and control the economy from going south. This being the case, it’s imperative to have a precise and trustable model that accurately predicts one’s salary. We developed this report to build a model that appropriately predicts people's salaries.
💡 However, one’s salary isn’t simply determined by a single factor, but by multiple conditions/variables that all influence how much money 💵 an individual makes.
Therefore, we compiled the 50,000+ data points, cleansed away missing values, and took a multiple regression approach to predict one’s salary.