Based on this information, the best place to put an amusement park is Austin, TX. This is because they have the most days where their temperature falls between 65 and 75 degrees Fahrenheit out of the year.

The information below is a table representing true positives, false positives, false negatives, and true negatives. This is the amount of days in 2023 we predicted the temperature to fall in our ideal range of 60 degrees F to 80 degrees F. Below that is accuracy, precision, and recall respectively.

##    
##       0   1
##   0 168  26
##   1  74  97
## [1] 0.2657534
## [1] 0.5672515
## [1] 0.7886179

The first graph shows the daily maximum temperatures in Austin, TX in 2023. The blue line shows what was predicted and the orange line shows the actual temperatures. It shows that the summer was hotter than anticipated and the colder months (January - April and October - December) were much more erratic and harder to predict.

The second graph shows the plus or minus error. In the summer months, it is clear that we under predicted and and the winter months were over predicted since most values are negative.