Michael Toth, a data scientist at fintech company Orchard, decided to do a
sentiment analysis of the letters,
comparing the number of negative words
such as «loss,» «difficult,» «bad,» and «risk» with the number of positive words,
such as «gains,» «top,» «excellent,» and «advantage.»