convert_pickles.py

import pandas as pd
import pickle

# Convert DataFrame pickles to CSV
pickle_files = ['newdf3.pkl', 'predictorsscale.pkl', 'newpredictors.pkl', 
                'train_predictors_val.pkl', 'newfifa.pkl', 'df3scaled.pkl']

for file in pickle_files:
    try:
        df = pd.read_pickle(file)
        csv_file = file.replace('.pkl', '.csv')
        df.to_csv(csv_file, index=True)
        print(f"Converted {file} to {csv_file}")
    except Exception as e:
        print(f"Error converting {file}: {str(e)}")