ScoreDoc creates a comprehensive reputation scorecard of the prospective healthcare provider by combining the sentimental analysis report with the average online ratings, number, and recency of reviews on the most relevant review sites. It also provides the user with a percentile score of the provider/practice they are considering to visit by comparing the score of several other healthcare practitioners within that specialty in the same city/region.