Updated by SNB 10/01/24

Best location for amusement park

## `summarise()` has grouped output by 'name'. You can override using the
## `.groups` argument.

Austin, TX is the best location for an amusement park, based on examining the temperatures for each location. As shown in the graph, the Austin location has the highest count of months where the temperature falls between 60 degrees fahrenheit and 80 degrees fahrenheit making it the best location with the appropriate temperature for amusement parks.

The error between the predicted tmax and the actual tmax is 7.7, representing that the weather is predicted to be above or below the actual temperature by 7.7 degrees. The number of days that were predicted to fall between the 60 and 80 degrees range were 169, and the actual nice days were 123. There was a difference of 46 between the actual nice days and the predicted.The accuracy of the climate normal data is .7315 or 73.15% accurate, this is found by the count of the correctly predicted nice days divided by the total days(365.) This represents that the predicted days has a high percentage of accurately predicting the nice days. The precision of the climate normal data is .5739 or 57.39%, this is found by the correctly predicted nice days divided by total amount of predicted nice days(169.) This represents that the data model is not entirely precise due to its percentage lower percentage, and could be more reliable when seeking out precision. The recall of the climate normal data is .7278 or 72.78% which is found by the count of actual nice days divided by the count of predicted nice days. This shows that there is low chance of presenting a false nice day.