How was Your Doctor Visit Today?

During medical student's 3 year residency at a Medical Clinic, they are visited by 'actor patients' representing 6 different medical cases. Here I am working with two of them; The 'Routine Checkup', and the 'Asthma' cases. Based on the actors experience during their visit, they then give the Doctor and Clinic feedback on various aspects of their visit in the form of comments and grades 0-3 (0 being poor and 3 being excellent). The following visualization compares the difference between the self reported 0-3 scores of the test patients and the results of an AFINN sentiment analysis run over the combined corpus of their comments on two of the six different cases the doctors experienced."

Mean and standard deviations of Sentiment Score are mapped to Grade score values (see above right axis: 2 = mean)