Gender prediction through trivia performance

Posted to Statistics  |  Tags: , , ,  |  Nathan Yau

Todd Schneider likes trivia, and he plays in an online league called LearnedLeague. Curious, Schneider wondered if there was anything interesting he could glean from the performance of the LLamas (Learned League members) that might apply to knowledge in general.

He looked at it from two angles. In the first, he simply calculated correlation coefficients between subjects. If you know world history, are you more likely to know geography? Yes. If you know math, are you more likely to be in tuned with pop culture? Probably not. The correlations aren’t too surprising, but the correlation strengths are fun to poke at.

The second angle: gender prediction through performance levels in various subjects.

LLamas optionally provide a bit of demographic information, including gender, location, and college(s) attended. It’s not lost on me that my category performance is pretty stereotypically “male.” For better or worse, my top 3 categories—business, math, and sports—are often thought of as male-dominated fields. That got me to wondering: does performance across categories predict gender?

As shown up top, Schneider used a decision tree and got decent results. [Thanks, Todd]

Favorites

Top Brewery Road Trip, Routed Algorithmically

There are a lot of great craft breweries in the United States, but there is only so much time. This is the computed best way to get to the top rated breweries and how to maximize the beer tasting experience. Every journey begins with a single sip.

Jobs Charted by State and Salary

Jobs and pay can vary a lot depending on where you live, based on 2013 data from the Bureau of Labor Statistics. Here’s an interactive to look.

Shifting Incomes for American Jobs

For various occupations, the difference between the person who makes the most and the one who makes the least can be significant.

How We Spend Our Money, a Breakdown

We know spending changes when you have more money. Here’s by how much.