Dataset Source Link : https://www.kaggle.com/competitions/playground-series-s3e8/data?select=train.csv
It is observed that the categorical variables 'cut', 'color' and 'clarity' are ordinal in nature
Check out the EDA file to get more insights of the data : https://github.com/AGRocky/mlproject_gemprediction/blob/main/notebook/data/EDA_OF_GEMSTONE.ipynb