How People Like You Spend Their Time

By Nathan Yau  /  Posted to Data Underload  /  Tags:

The American Time Use Survey is an ongoing program from the Bureau of Labor Statistics that asks thousands of people, as you might guess, what they did during the last 24 hours.

Using the data for 2015, I simulated days for different groups of people so that you can see the hours they typically spend in a 24-hour period. The interactive below shows the results.

Each row represents an activity, and each gray line represents the hours spent in one person’s day. I ran 100 simulations for each demographic group. The orange line shows the median hours for each activity.

For some activities, such as household work and leisure, the number of hours spent varies a lot, which is why you see a lot of criss-crossing lines. However, for other activities, such as sleeping and work, there’s more of pattern, which is why you see a lot of lines headed in the same direction.

Tip: Switch to the absolute scale to compare various demographics. This puts the horizontal scale for every activity at 0 to 24 hours.

More on How Americans Spend Their Day

Time useA Day in the Life of Americans

I used similar data to simulate an average day for 1,000 Americans.

Time Use DemographicMost Common Activities

See the half-hour breakdowns for a day, by sex and age group.

Counting the HoursCounting the Hours

Here are the half-hour distributions for all Americans.

Nerd Notes

  • Like in a previous simulation I did, I modeled a day as a time-varying Markov chain using minute-by-minute tabulations of the ATUS data.
  • I tabulated, formatted, and simulated in R. The visualized with d3.js.
  • The data comes from the Bureau of Labor Statistics, but I downloaded the extract with the ATUS-X tool, which makes the data much easier to subset and manage. It’s maintained by the Minnesota Population Center and the Maryland Population Research Center.

Favorites

Who is Older and Younger than You

Here’s a chart to show you how long you have until you start to feel your age.

A Day in the Life of Americans

I wanted to see how daily patterns emerge at the individual level and how a person’s entire day plays out. So I simulated 1,000 of them.

Think Like a Statistician – Without the Math

I call myself a statistician, because, well, I’m a statistics graduate student. However, the most important things I’ve learned are less formal, but have proven extremely useful when working/playing with data.

One Dataset, Visualized 25 Ways

“Let the data speak” they say. But what happens when the data rambles on and on?