import pandas as pd
exp = [['happiness', 57.456 , 62.344431, 0]]
columns = ['metrics','before_test','after_test','absolute_difference']

metrics = pd.DataFrame(data=exp,columns=columns)
metrics['absolute_difference'] = metrics['after_test'] - metrics['before_test']

print(metrics)