Spurious Correlations
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Hi, I'm Tyler Vigen!
Tyler Vigen


I created this website as a fun way to look at correlations and to think about data. Empirical research is interesting, and I love to wonder about how variables work together. The charts on this site aren't meant to imply causation nor are they meant to create a distrust for research or even correlative data. Rather, I hope this project fosters interest in statistics and numerical research.

I'm not a math or statistics major (and there are better ways to calculate correlation than I do here), but I do have a love for science and discovery and that's all anyone should need. Presently I am working on my J.D. at Harvard Law School.

Why do you only show stats from the US? When I wrote the code, I just grabbed a bunch of readily exportable statistics from the US Census and the CDC. Adding international stats (maybe ones that don't involve death rates) is on my to-do list. Unfortunately, translating everything is not within my skillset. (Although many of the charts have been translated into Russian already.)

If you'd like to hear about future projects, the best way is to receive an email right when they're completed. I'll also post them on Twitter (@TylerVigen) and Facebook (facebook.com/tylerjvigen).

If you have questions, comments, or inquiries shoot me an email: public@tylervigen.com.



My 3 favorite books on math, statistics, and algorithms:
Automate This
How Algorithms Took Over Our Markets, Our Jobs, and the World
The Signal and the Noise
Why So Many Predictions Fail - but Some Don't
The Joy of x
A Guided Tour of Math, from One to Infinity





Tyler, your site doesn't have a copyright!






Read more about this project:
Links to news articles about tylervigen.com (in random order):
latimes.com
theness.com
bloombergview.com
bustle.com
huffingtonpost.com
theverge.com
mirror.co.uk
chicagotribune.com
flowingdata.com
npr.org
forbes.com
policymic.com
dish.andrewsullivan.com
reddit.com
msnbc.com
forbes.com
news.morningstar.com
vox.com
bbc.co.uk
huffingtonpost.com
businessinsider.com
cnet.com
msnbc.com
whitenoise.gizmodo.com
washingtonpost.com
blog.metrotrends.org
gigazine.net
popsci.com
politicalblindspot.com
msnbc.com
investing.com
geekosystem.com
io9.com
blogs.chicagotribune.com
bostonglobe.com
telegraph.co.uk
ksj.mit.edu
isciencetimes.com
independent.co.uk
itworld.com

There are 36,283 correlations in total.
View newest correlations

Most recent correlation: Precipitation in Ohio correlates with Occupants of heavy vehicles killed in collision with heavy vehicle or bus
In total, this server has generated 36,283 correlations.
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