This essay aims to analyse the motives behind President Donald Trump’s choice to remove Affirmatively Furthering Fair Housing (AFFH), a provision of the 1968 Fair Housing Act. The true motives are analysed through the lens of Rational Choice theory. The choice of theoretical framework can account as an explanation as to why the law was removed. The essay is moreover based upon drafts originating from the Department of Housing and Urban Development. The public has since the removal of the AFFH doubted the motives presented by the President, thus giving room for further scientifical exploration on the subject. The author has chosen to conduct a quantitative text analysis to present the given arguments by the administration and the Republican party and furthermore to present alternative motives. The analysis presents an argumentation analysis to further explore the strength in the arguments presented from the relevant actors. The theoretical framework provides an explanation of the choices made, namely by offering a new dimension in which to examine the true motives behind the choice to remove AFFH.