Predicting 2025 GDP: USA, Finland, and Denmark

Kaggle.com: rosaaestrada - Predicting 2025 GDP: USA, Finland, and Denmark

public.tableau.com: rosaestrada - Happiness Trends for Denmark, Finland, and USA

                

Purpose

In this project I wanted to predict which country is likely to experience higher GDP growth rates in 2025 using Logistic Regression, Random Forest, and R-squared.

Built with:

• Python= 3.9.13
• Pandas= 1.4.4
• NumPy= 1.21.5
• Seaborn= 0.11.2
• Matplotlib= 3.5.2
• Plotly Express= 5.9.0
• Scikit-Learn= 1.0.2

Files:

• Data - Contains raw data, preprocessed data, and the location where the data was collected
• Jupyter Notebook - The full source code along with explanations as a .ipynb file
• Python Code - The full source code along with explanations as a .py file
• Results - Summary Statistics, visualizations, and final evaluation of the project