The Changing American Diet
After seeing the Open Data Institute’s project on the changing British Diet, I couldn’t help but wonder how the American diet has changed over the years.
The United States Department of Agriculture keeps track of these sort of things through the Food Availability Data System. The program estimates both how much food is produced and how much food people eat, dating back to 1970 through 2013. The data covers the major food categories, such as meat, fruits, and vegetables, across many food items on a per capita and daily basis.
In the interactive below, we look at the major food items in each category. Each column is a category, and each chart is a time series for a major food item, represented as serving units per category. Items move up and down based on their ranking in each group during a given year.
You might notice the sudden rate of increase for cooking oil starting in 2000, but this isn’t from people growing overly fond of frying in a year. Instead, this was from a change in reporting to the Census Bureau. Nevertheless, cooking oil stayed on top through the years.
More interesting is the battle between butter and margarine. The former takes over the latter in 2003. This is not so much because of increased butter consumption, but more about the continuous decline of margarine.
In the dairy section, as you might expect, whole milk declined 79 percent between 1970 to 2013. The lower fat milks took the reins, but the cheeses really took control in this category.
I also didn’t expect dark greens, which includes vegetables like spinach and broccoli, to rise so much from barely anything. Did people really consume basically no dark green vegetables pre-1980s?
And how about chicken with the come-from-behind victory? In 1970, people consumed more than twice as much beef than chicken, but by 1987 it surpassed pork, and in 2004 moved passed beef. Chicken has been on top since. You go, chicken.
Finally, scale the charts by food item, and you see some obvious spikes (and dips), like carrots in the mid-1990s. In 1991, the average daily consumption was 0.05 cups, and that increased by more than 60 percent during a three-year period. This by the way was around the time baby carrots came into vogue.
We might be eating too much.
Reviving the Statistical Atlas of the United States with New Data
Due to budget cuts, there is no plan for an updated atlas. So I recreated the original 1870 Atlas using today’s publicly available data.
Visualizing the Uncertainty in Data
Data is an abstraction, and it’s impossible to encapsulate everything it represents in real life. So there is uncertainty. Here are ways to visualize the uncertainty.
Peak Non-Creepy Dating Pool
Based on the “half-your-age-plus-seven” rule, the range of people you can date expands with age. Combine that with population counts and demographics, and you can find when your non-creepy dating pool peaks.