Starbucks Menu Data

The following is the nutritional information for Starbucks’ drink menu. The menu includes f 33 different beverages. The dataset gives multiple ways of preparing the beverage for a total of 243 combinations. The focus of this page is to understand some of the health implications of consuming some of the Starbucks beverages (especially on a regular basis).

The data set can be downloaded from the following link: https://myxavier-my.sharepoint.com/:x:/g/personal/kauffeldm_xavier_edu/EfsR0G07S1xAtk9qLePMTP0BxbTA0FnPwZ2ygSkZ35AB9g?download=1

## Parsed with column specification:
## cols(
##   Beverage_category = col_character(),
##   Beverage = col_character(),
##   Beverage_prep = col_character(),
##   Calories = col_double(),
##   `Total Fat (g)` = col_character(),
##   `Trans Fat (g)` = col_double(),
##   `Saturated Fat (g)` = col_double(),
##   `Sodium (mg)` = col_double(),
##   `Total Carbohydrates (g)` = col_double(),
##   `Cholesterol (mg)` = col_double(),
##   `Dietary Fibre (g)` = col_double(),
##   `Sugars (g)` = col_double(),
##   `Protein (g)` = col_double(),
##   `Vitamin A (% DV)` = col_character(),
##   `Vitamin C (% DV)` = col_character(),
##   `Calcium (% DV)` = col_character(),
##   `Iron (% DV)` = col_character(),
##   `Caffeine (mg)` = col_character()
## )

###Type of Drink

The type of drink you indulge in really affects the beverages impact on your waist line. The following table shows which beverages you should indulge in more frequently.

###The Venti I’m not sure about you, but when I’m at Starbucks I need a pick-me-up. So, I’m usually the big boy, a Venti. Here are the averagee statisitics on a Venti beverage. Remember to treat yourself……..but not too often.

Carboyhydrate

The following table shows how many of a beverages carbohydrates are not due to a beverage’s sugar content. It also shows the ratio of Sugar: Other Carbohydrates.

###Visualizations

The following graphs help to visulaize the given Starbucks data.

## Warning: Transformation introduced infinite values in continuous x-axis

## `geom_smooth()` using method = 'loess' and formula 'y ~ x'

## Warning: Transformation introduced infinite values in continuous x-axis

## Warning: Transformation introduced infinite values in continuous x-axis
## `geom_smooth()` using method = 'loess' and formula 'y ~ x'
## Warning: Removed 14 rows containing non-finite values (stat_smooth).