This paper is concerned with the correlation in the African American community between their social media usage and their degree of Covid vaccine hesitancy and other general health attributes. In the past, various studies have found associations between social media use and beliefs in conspiracy theories and misinformation, however, most of these studies focus on large data sets which lack in accuracy or too general and lack of sufficient quantitative methodologies such as machine learning techniques. In this work, we experimented a pilot study with a small number of African American community regarding COVID-19 vaccine and their social beliefs. In other words, this pilot study is important for the improvement of the quality and efficiency of the main study in the future. In addition, it helps to understand the pattern of a certain community regarding certain views.
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