Pumpkin Beer Correlation: Average Rating and Year Answer the following questions about pumpkin beer ratings using the dataset Pumpkin Beer.

a) What is the correlation between average rating and year? Do the average ratings generally increase or decrease over time?

b) There is one low outlier; which beer is it?

c) If the low outlier were to be removed, would the correlation increase or decrease?