The work presented in this paper provides an assessment of how deep the content-based recommendation algorithm described domain movies and TV shows metadata information can influence. The method used in order to verify the results, and to ensure that they are not affected, used data set metadata itself, rather than by the different data sets and indicators. The combination of different metadata elements provides usually better results when compared with metadata used separately.