Data Underload – FlowingData

Salary and Occupation

Salaries vary across occupations. Here are some charts that show by how much for 800 of them.

How Much You Should Be Saving for Retirement

There are a lot of variables to consider, but for people of middle income, here's a suggestion, based on when you start saving and when you want to retire.

Saving for Retirement and Age

People tend to have more money saved up over time, but range and variation also grow, and often it’s not enough.

When Americans Reach $100k in Savings

It was reported that 1 in 6 millennials have at least $100,000 saved. Is this right? It seems high. I looked at the data to find out and then at all of the age groups.

Mapping When and Where People Start their Commute

For commuters, the farther away you live from the workplace, the earlier you have to leave your house to get to work on time. How much does that start time change the farther out you get?

How Much Commuting is Too Much?

One person's long commute is another's dream. Another person's normal might be someone else's nightmare. What counts as a long commute depends on where you live.

Sleep Schedule, From the Inconsistent Teenage Years to Retirement

From the teenage years to college to adulthood through retirement, sleep is all over the place at first but then converges towards consistency.

Restless Sleep With Age

It seems like no matter what I do, I cannot sleep through the night. Will it ever let up? According to the data, the answer is no and it will only get worse.

The Most Gender-Switched Names in US History

We use some names mostly for boys and some mostly for girls, but then there is a small percentage that, over time, switched from one gender to another. Which names made the biggest switch?

Least Preferred Sandwich

Which sandwich do people not like the most? The winner: the Cheese and Tomato, if that even counts as an actual sandwich.

Best Burger Ranks

Survey participants were asked to grade fast food burger restaurants on eight criteria. This is how each restaurant ranked.

Why People Move

Here are the estimates from the Current Population Survey for the most recent time segment between 2017 and 2018.

How the American Work Day Changed in 15 Years

The American Time Use Survey recently released results for 2018. That makes 15 years of data. What's different? What's the same?

Bachelor’s Degree Movers

As industries change and interests shift, some bachelor's degrees grow more popular while others become less so.

Differences Between Women and Men’s Everyday with Kids

The day-to-day changes a lot when you have kids. However, it seems to change more for women than it does for men.