As an overall outlook of my investigation I think my hypothesis was correct, I thought rappers would use more non-standard language than pop Stars. I came across some surprising data. To a certain extent I was wrong to think women in general (rappers or pop star) would use inappropriate language, for example swearwords. I was wrong. And also stereotypical. It doesn't matter how successful you are in the media to be classed celebrity or not we all use abbreviated words and taboo language, although as I discovered rappers use this the most.