(2010) use a ratio of positive and negative word counts on Twitter, Kramer (2010) counts lexicon words on Facebook, and Thelwall (2011) uses the publicly available Sen-tiStrength algorithm to make weighted counts of keywords based on predefined polarity strengths.
to lexicons, many approaches instead focus on ways to train supervised classifiers.