sentence: First of all , as we said before , people 's lives have changed due to two important elements , which are technological improvements and changes in society .
modified: First of all , as we said before the people 's lives have changed due two important elements which are the technological improvements and society changes .
transformation: PUNCT, DET, PREP, PUNCT, DET, OTHER