Music scores play an essential role of contribution to the narrative meaning of a film, where songs stimulate the conscious mind using lyrics and melodies to establish a mood in its duration, and background scores stimulate the subconscious mind to interpret the mood and cause the audience to perceive the film a certain way, through close manipulation. This research investigates the relation between the popularity of songs of a film and its success, to prove the above ideas in terms of established trends. However, the dataset does not present any such relation, resulting in the conclusion that music scores do still hold an essential narrative role, however they may not directly contribute to the success of a movie through their popularity as individual songs, instead the connect formed by different background scores which are not included in the dataset may play a greater role in allowing the subconscious mind to interpret a film a certain way.