I scraped my inbox when I got a bunch of emails on Cyber Monday. It seemed like a lot, but I wondered by how much. It was about five times more than usual, which is a bigger shock to the system when volume a few days before on Thanksgiving was nearly zero.

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Causes of Death

There are many ways to die. Cancer. Infection. Mental. External. This is how different groups of people died over the past 10 years, visualized by age.

10 Best Data Visualization Projects of 2015

These are my picks for the best of 2015. As usual, they could easily appear in a different order on a different day, and there are projects not on the list that were also excellent.

What Qualifies as Middle-Income in Each State (2017)

The meaning of “middle-income” changes a lot depending on where you live and your household size.

How Much Americans Make

Median income only tells you where the middle is. The distributions of income are a lot more interesting.