Personality Types and Social Media

Following some discussion with friends, I made a chart comparing the general prevalence of MBTI personality types with their prevalence on Facebook (using data from this report). The first of each pair of bars is general prevalence, and the second is prevalence on Facebook.

It can be seen that extroverted types are more likely to be on Facebook than introverted types. However, the IN-J types swim against the tide. The chart below provides a bit of a summary.

The third chart shows the results for Twitter. Here extroverts are also over-represented, especially the EN-P and ESTJ types, but not the other ES– types. Among the introverts, the ISTJ type swims against the type, and is in fact the most common personality type on Twitter.


Answering Gracie Cunningham

A 16-year-old TikTok user called Gracie Cunningham recently went viral with two short videos (second video here) asking questions about mathematics. Like a few other people, I thought that they were sufficiently interesting to answer.

1. How did people know what they were looking for when they started theorising about formulas? Because I wouldn’t know what to look for if I’m making up math.

Well, first, contrary to your comment “I don’t think math is real,” mathematics is indeed real. Even if the universe was completely different from the way it is, mathematics would still be true. Edward Everett, whose dedication speech at Gettysburg was so famously upstaged by Abraham Lincoln, put it like this: “In the pure mathematics we contemplate absolute truths, which existed in the Divine Mind before the morning stars sang together, and which will continue to exist there, when the last of their radiant host shall have fallen from heaven.” (OK, not everybody has this view of mathematics, which is called “Platonism,” but in my opinion, it’s the only view that explains why mathematics works).

Second, mathematics is discovered, not invented. The great mathematician G. H. Hardy pointed out “that mathematical reality lies outside us, that our function is to discover or observe it, and that the theorems which we prove, and which we describe grandiloquently as our ‘creations’, are simply our notes of our observations.” When you embark on a journey of discovery, you don’t know where you’ll end up. That’s what makes it exciting. When the early Polynesians set off in canoes across the Pacific, thousands of years ago, they didn’t know that they would discover Hawaiʻi, Samoa, and New Zealand. They just headed off into the wild blue yonder because that was the kind of people they were.

Now the Babylonians and others developed mathematics primarily because it was useful – for astronomy (which you need to decide when to plant crops) and engineering and business. But the Greek started to do mathematics just for fun. They discovered mathematical truths not because they were useful, but simply because, as Joel Spencer, put it, “Mathematics is there. It’s beautiful. It’s this jewel we uncover” (quoted in The Man Who Loved Only Numbers, p 27).

It is also worth pointing out a subtle kind of prejudice (almost a kind of racism) that is widespread – many people think that the ancients were primitive. They weren’t. They had plumbing, and architecture, and astronomy. They even knew about zero. Some of them were very smart people. There were Babylonian versions of Albert Einstein, whose names are now long forgotten. There were many Greek versions of Albert Einstein (including Archimedes, among others). I kind of wish that schools would teach young people more about what the past was actually like. If people learn anything about the past at all, it’s usually from popular literature:

2. Once they did find these formulas, how did they know that they were right? Because, how?

Short answer: Euclid. Around about his time, the Greeks started to ask themselves exactly that question, and developed the concept of rigorous mathematical proof as an answer. The fact that typical mathematics classes don’t introduce simple proof is yet another indication of how badly broken modern education is. Even this simple visual proof (uploaded by William B. Faulk; click to view animation) gets the idea across:

3. Why is everyone being really mean to me on Twitter? Why are the only people who are disagreeing with me the ones who are dumb, and the physicists and mathematicians are agreeing with me?

Well, that’s also an interesting question. First, for reasons that I don’t fully understand, Twitter just makes people mean.

Second, as Dunning and Kruger famously pointed out, it is the people who know the least that are the most confident.

Third, the original video was in teen-girl English, with multiple uses of the word “like” (I have a sneaking suspicion that this was deliberate). Using teen-girl English for a “serious” subject like mathematics makes people’s heads explode (this will be useful to know when you have your first job interview).

But thank you, Gracie, for asking some really good questions.

Some follow-up remarks on what mathematics is not are here.


Censoring climate science?

I’ve been seeing a number of panicked reports recently about climate science in the USA being censored. So far, however, every US Government climate-related website I’ve checked is still online:

NOAA National Centers for Environmental Information

“NCEI provides analyses of weather and climate events, placing them into proper historical perspective, understanding their unusualness, and increasingly comparing recent events to expectations of future climate conditions… NCEI publishes the most recent national and international reports on the state of the climate as well as various other peer-reviewed papers and articles.” – Climate pages online.

NASA

“The mission of ‘Global Climate Change: Vital Signs of the Planet’ is to provide the public with accurate and timely news and information about Earth’s changing climate, along with current data and visualizations, presented from the unique perspective of NASA, the world’s leading climate research agency.” – Climate pages online.

EPA

“EPA partners with more than 40 data contributors from various government agencies, academic institutions, and other organizations to compile a key set of indicators related to the causes and effects of climate change. The indicators are published in EPA’s report, Climate Change Indicators in the United States…” – Climate pages online.

USDA National Institute of Food and Agriculture

“The National Institute of Food and Agriculture (NIFA) provides leadership and funding for programs that advance agriculture-related sciences…” – Climate pages online.

NPS

“The National Park Service preserves unimpaired the natural and cultural resources and values of the National Park System for the enjoyment, education, and inspiration of this and future generations.” – Climate pages online.

We’ll see if that changes, I guess. There does seem to have been a dispute about politically-charged tweets from official NPS Twitter accounts. That dispute underscores the guideline that official tweets should be, well, official. Like other social media, Twitter allows people to blur the line between personal opinions and official announcements. Being rapid, it also does not fit well with an official publication approval process, which can lead to problems. In the case of the disputed tweets, NPS social media guidelines may well have been breached, so a reaction was hardly surprising. I do hope that the NPS as a whole doesn’t intend to be politically active, though, since that could end rather badly for both the NPS and the USA – the job of the NPS is an important one.


Twitter and global mobility patterns

A fascinating recent paper on arXiv.org, entitled “Geo-located Twitter as the proxy for global mobility patterns” (also reported on the MIT technology review) uses Twitter to study human movement (the study is based on a dataset of almost a billion tweets). The CIRCOS image below shows the top 30 country-to-country visitor flows, as estimated by the authors. Ribbon colours indicate trip destination, so Mexico-based Twitterers visiting the US are a major category. While the US is the most common travel destination, Russia is the most common point of origin.

There’s lots more in the paper: it’s well worth a read. Twitterers may not be totally representative of the world population, but there are still many interesting conclusions to be drawn here, and an opportunity for even more interesting follow-up work.


Network diagram from Hawelka, Sitko, Beinat, Sobolevsky, Kazakopoulos, and Ratti: “Geo-located Twitter as the proxy for global mobility patterns”

A-twitter with anger and joy

A recent paper from China studies traffic on Weibo (the Chinese version of Twitter), and finds that “users influence each other emotionally… the correlation of anger among users is significantly higher than that of joy, which indicates that angry emotion could spread more quickly and broadly in the network.”

The image below (from the paper) shows some of the emotional connections (red indicates anger, green joy, blue sadness, and black disgust). It would certainly be interesting to repeat this fascinating study in other countries!