Tasks:

$1.$Read the avocado data from the $.$csv file into a DataFrame and display the first five rows $(5$ pts$.).$

$2.$Create a new DataFrame that contains the total of the Small Bags, Large Bags, and XLarge Bags columns grouped by type, and then display the DataFrame $(5$ pts$.).$

$3.$Use the grouped data to create a bar plot that shows the number of small, large, and extra$-$large bags for both types of avocado $(5$ pts$.).$

$4.$Use the original data to create a scatter plot for the Total Volume and AveragePrice columns $(5$ pts$.).$

Questions

You must show the code that answers each question, include your answer as a comment.

$1.$In what year were the most bags of avocados sold $(3$ pts$.)?$

$2.$Do the total bags of avocados appear to have an effect on the average price $(2$ pt$.)?$