world-university-ranking-2023-prediction

Overview

This repository is about creating models for predicting world university rankings 2023. The World University Rankings 2023 dataset include 1,799 universities across 104 countries and regions, making them the largest and most diverse university rankings to date. A clean dataset is generated through data preprocessing.

Original Dataset

World University Rankings 2023

Cleaned Dataset

The Original data is preprocessed with proper encoding, handling null and NaN values. The code is in Decision Tree File. The cleaned Dataset is updated on kaggle for more information. World University Rankings 2023 - Cleaned

Models Used

1. Decision Tree(Entropy)
2. Random Forest(Entropy)