$1.$Based on the data provided in dataset $6$ calculate the precision, accuracy, recall, and F$1$ score. In dataset $6$ A$1$C Hemoglobin of $6\mathrm{.}5$ and above is considered diabetic. Your goal is measure the predictability of diabetes using precision, accuracy, recall, and F$1$ Score.

$2.$ Consider the statement $$a pandemic may not spread very quickly in countries where average annual temperatures are high.$$ Does this signify causality or correlation? Explain your answer in $250$ words or more.

$3.$ Explain how the above explained causation can be used to reduce information entropy with respect to predicting the spread of a pandemic.