from the world's big
What internet searches reveal about human sexuality
Polls never reveal who we really are. Google does.
- In Everybody Lies, Seth Stephens-Davidowitz discusses how Pornhub and Google data provide a window into human sexuality.
- Large, anonymized data sets are more reliable indicators than polling or other traditional methods.
- More people report having sex than actually having sex, Stephens-Davidowitz reports.
Polls are not the best indicator of reality, as was shown in the 2016 presidential race. There are many reasons. People might not want to admit the truth. They might purposefully fib in order to skew data. They simply lie. Everybody lies, as data scientist and economist Seth Stephens-Davidowitz claims in his 2017 book.
What polls will not reveal can be discovered with another data source: Google searches. Or, as Stephens-Davidowitz spends a fair portion of his book covering, Pornhub searches. The internet delivers a treasure trove of data impossible to secure with other means (such as polling). Acquiring data sets in the thousands can be prohibitively expensive; with Google, Pornhub, and others, you can secure data sets in the billions, often at no expense beyond time.
Of course, such large data sets come with their own problems. A big one, which Viktor Mayer-Schonberger and Kenneth Cukier address in their 2013 book, Big Data, is that we have to leave behind our fascination with causation—a biologically hard-wired feature—and settle for correlation.
"In a big-data world...we won't have to be fixated on causality; instead we can discover patterns and correlations in the data that offer us novel and invaluable insights."
Everybody lies; Google searches are the truth. In the comfort of our own home angels and demons appear, naked and honest. Search giants anonymize the data, yet these sets pull back the curtain enough to allow us to reckon with the animals that we truly are. As Stephens-Davidowitz puts it,
"Sometimes we need internet data to correct our instinct to pat ourselves on the back."
You have doppelgängers. They’re quietly influencing your life. | Seth Stephens-Davidowitz
While he reports frightening data on white nationalism and racism—"n word" queries and Trump voters match up nearly perfectly across the nation—it is our—yes, male and female, though mostly male—fascination with pornography that offers clues to the nature of human sexuality.
Before continuing, let me state that I take no issue with people's sexual preferences. The point isn't shame; it's curiosity regarding the distance between what we present ourselves to be and who we really are. That said, the increasing numbers of child pornography available online—over 45 million reported cases last year alone—is a serious issue that involves every one of us. Living in a world where this flourishes does not bode well for the future of sexuality and, therefore, the entire race.
The other reason this is important is to further the cultivation of honesty in relationships. Too many people cheat and lie to their partners; others cannot properly express their desires and therefore feel intimately and sexually unfulfilled, a topic beautifully explored in Daniel Bergner's book, The Other Side of Desire. Opening up about desires can be therapeutic and should not be condemned, but condoned. Ambitious, certainly, though possible.
Until then we have a massive influx of pornography, which has long been a technological driver. It pushed forward the development of the camera. It is one of the reasons that VHS crushed Betamax, as well as an influence behind the mass adoption of the internet. Even still, many won't fess up. Stephens-Davidowitz writes that more people search for "porn" than they do "weather" even though only one-quarter of men and 8 percent of women admit to it.
Old school ideology from Alfred Kinsey states that 10 percent of American men are gay. Surveys believe the number is between 2-3 percent. Using a wealth of Facebook data, including location information spread across more tolerant and less tolerant states, Stephens-Davidowitz states that the number is closer to 5 percent, not including closeted homosexuals.
Women are 10 percent more likely to search on Google for "Is my husband gay?" than "Is my husband cheating?" Women wonder if their husband is gay eight times more than if he's an alcoholic and ten times more than if he suffers from depression. The states where this question is most asked are South Carolina and Louisiana.
Speaking of female sexuality, 20 percent of all videos watched by women on Pornhub show lesbian scenes.
Seth Stephens-Davidowitz pauses to have his portrait taken while he works on his elections predictions at his apartment.
Photo by Kayana Szymczak for The Boston Globe via Getty Images
On the animated show, "Big Mouth," Missy loves humping stuffed animals. There is precedent: while it's not a particularly popular search on Pornhub, women do look for such videos.
Twenty-five percent of female searches involving heterosexual porn on Pornhub involve pain and/or humiliation. Five percent search for nonconsensual sex. Women are twice as likely to search for these topics as men. As Stephens-Davidowitz points out, we should differentiate between fantasy and reality when considering such searches. Still, data don't lie.
Using Google data, it turns out that searching why a partner doesn't want sex is sixteen times more popular than a partner unwilling to talk. With unmarried partners, not wanting sex is five-and-a-half times more popular than not texting back. Women are twice as likely to search for boyfriends not wanting sex than the reverse.
Men Google about penis size more than all other body parts combined. Women rarely look it up. In fact, for every one woman that searches, 170 men enter it into the search field. Even then, 40 percent of women complain that it's too big. Yet only 1 percent of men seek information on how to make it smaller.
Men disproportionally ask how to make sex longer. Women search for making their partner climax quicker as much as they want to stretch out the experience.
For women, breast size is a much more common search: seven million breast implant queries a year. When it comes to their behind, until 2014 the searches always dealt with making it smaller. In 2014, that switched: in every state, women searched for a bigger behind more often.
The number one search for women and men when dealing with female genitalia concerns smell.
Finally, what turned out to be one of Stephen-Davidowitz's favorite pieces of data, and one that does not fly in the face of convention but rather confirms it:
"Men make as many searches looking for ways to perform oral sex on themselves as they do how to give a woman an orgasm."
- Study: Should you have sex with your ex? - Big Think ›
- Why your next sex therapist might be Google - Big Think ›
- The Truth about Sex, Revealed by Google's Search Data - Big Think ›
Sallie Krawcheck and Bob Kulhan will be talking money, jobs, and how the pandemic will disproportionally affect women's finances.
A neuroscientist argues that da Vinci shared a disorder with Picasso and Rembrandt.
- A neuroscientist at the City University of London proposes that Leonardo da Vinci may have had exotropia, allowing him to see the world with impaired depth perception.
- If true, it means that Da Vinci would have been able to see the images he wanted to paint as they would have appeared on a flat surface.
- The finding reminds us that sometimes looking at the world in a different way can have fantastic results.
The study<img type="lazy-image" data-runner-src="https://assets.rebelmouse.io/eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpbWFnZSI6Imh0dHBzOi8vYXNzZXRzLnJibC5tcy8xODc3Mjc2NS9vcmlnaW4uanBnIiwiZXhwaXJlc19hdCI6MTY1MTA4MDg2NH0.T-98YvLjS9mUCQkgqHyV43Q7h_JIiubrev-Fp_0j4Pg/img.jpg?width=1245&coordinates=0%2C38%2C0%2C579&height=700" id="58346" class="rm-shortcode" data-rm-shortcode-id="674799ba34e115a2e9a3e94c366bfc26" data-rm-shortcode-name="rebelmouse-image" />
The Virtuvian Man. Christopher Tyler suggests that Da Vinci used his own image as a template for the face in the drawing.
Vitruvian Man, by Leonardo da Vinci created c. 1480–1490<p><a href="https://www.city.ac.uk/people/academics/christopher-tyler" target="_blank">Professor Christopher Tyler</a> of the City University of London's optometry division analyzed six pieces of Renaissance art by or held to be images of Da Vinci, including the famous <em>Vitruvian Man. </em>By looking at the paintings, drawings, and statues and applying the same techniques optometrists use on patients, Tyler was able to conclude that the eyes of the men depicted were misaligned.</p><p> He concluded that, if the images he analyzed were truly reflective of how Da Vinci looked, that the great artist had a mild case of exotropia. </p>
How would this have helped him paint?<span style="display:block;position:relative;padding-top:56.25%;" class="rm-shortcode" data-rm-shortcode-id="b221010aa7688734d4d6a41f0df5933f"><iframe type="lazy-iframe" data-runner-src="https://www.youtube.com/embed/j6F-sHhmfrY?rel=0" width="100%" height="auto" frameborder="0" scrolling="no" style="position:absolute;top:0;left:0;width:100%;height:100%;"></iframe></span><p><a href="https://shileyeye.ucsd.edu/faculty/shira-robbins" target="_blank">Shira Robbins</a>, a professor of ophthalmology at the University of California at San Diego, who was not involved with the project, explained to <em><a href="https://www.washingtonpost.com/news/morning-mix/wp/2018/10/19/leonardo-da-vincis-genius-may-be-rooted-in-a-common-eye-disorder-new-study-says/?utm_term=.d3f44ed91c16" target="_blank">The Washington Post</a> </em>how individuals with exotropia often turn to additional information to help understand the world around them:</p><blockquote>"What happens in some people is when they're only using one eye . . . they develop other cues besides traditional depth perception to understand where things are in space, looking at color and shadow in a way that most of us who use both eyes at a time don't really appreciate." </blockquote><p>Dr. Robbins agrees that, if the artworks analyzed accurately depict Da Vinci, then he probably had exotropia.</p><p>If Da Vinci did have a mild form of the condition, which would allow him to focus with both eyes when concentrating and with one when relaxed, Tyler asserts that the famed artist could have viewed the world in two or three dimensions at will, showing him the world exactly as he would need to recreate it on a flat surface. Quite the superpower for an artist.</p>
Does this mean Da Vinci would have been a hack if he had normal eyesight?<img type="lazy-image" data-runner-src="https://assets.rebelmouse.io/eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpbWFnZSI6Imh0dHBzOi8vYXNzZXRzLnJibC5tcy8xODc3MjY5NS9vcmlnaW4ucG5nIiwiZXhwaXJlc19hdCI6MTYyMjYwOTgxOH0.eSu3YBpCuaDj59-4lzSeZ1WgwtV2ETGiWHqczzW3how/img.png?width=980" id="9c323" class="rm-shortcode" data-rm-shortcode-id="edd4e9e9d9c1156a53242df6288d7cc0" data-rm-shortcode-name="rebelmouse-image" />
A graph showing the difference in where each eye is focused for each painting, drawing, and statue used in the study. The larger the difference, the more pronounced the exotropia is in the image.<p>Not at all. What Dr. Tyler is suggesting is that the tendency of people who have exotropia to rely on using one eye to see the world and thereby lose some depth perception allowed Da Vinci to understand better how the three-dimensional objects in the world could be translated into a two-dimensional image on a canvas. This could account for some of Da Vinci's skill in depicting shadow and subtle changes in color, since he would have relied on these details to understand the world. <br><br>His polymathic brilliance extended far beyond art, and nobody is claiming that his ideas for flying machines, tanks, or <a href="http://www.da-vinci-inventions.com/davinci-inventions.aspx" target="_blank">other inventions </a>were at all influenced by a vision problem.</p>
How can we know this? He has been dead for five hundred years.<span style="display:block;position:relative;padding-top:56.25%;" class="rm-shortcode" data-rm-shortcode-id="c26fc51b0aebbcd6905593015fec79e5"><iframe type="lazy-iframe" data-runner-src="https://www.youtube.com/embed/LRAptNtN9-A?rel=0" width="100%" height="auto" frameborder="0" scrolling="no" style="position:absolute;top:0;left:0;width:100%;height:100%;"></iframe></span><p>There are reasons to be cautious anytime we make claims about people who are long dead. In this case, we have the bonus problem that we aren't 100 percent sure that the images used are supposed to look like Da Vinci. </p><p> That is the major caveat of the idea; all of the images used as evidence of his condition are assumed to look like him. While some of the images, like the <a href="https://en.wikipedia.org/wiki/David_(Verrocchio)" target="_blank"><em>David</em> by Andrea del Verrocchio</a>, are generally agreed to be based on Leonardo the other pictures are claimed to be reflective of him based only on his statement that "[The soul] guides the painter's arm and makes him reproduce himself, since it appears to the soul that this is the best way to represent a human being." </p><p>Tyler also argues that the portraits he claims are based on Da Vinci share similarities with the images generally accepted to be portraits of him; including similar hair and facial features. This lends weight to the idea that the artist incorporated his own traits into his artwork, including his vision problem. </p><p>Leonardo da Vinci was undoubtedly one of the greatest geniuses of all time. If he had exotropia, then it was merely a minor addition to his artistic skills. It does, however, give us a literal example of how people who look at the world differently can use that vantage point to their advantage to create things we all can appreciate. </p>
Want help raising your kids? Spend more time at church, says new study.
- Religious people tend to have more children than secular people, but why remains unknown.
- A new study suggests that the social circles provided by regular church going make raising kids easier.
- Conversely, having a large secular social group made women less likely to have children.
Be fruitful and multiply<p>Scientists in the United Kingdom collected data on more than 13,000 mothers and their children. Most of them were religious, but 12 percent were not. The data included information on their church habits, social networks, number of children, and the scores those children achieved on a standardized test.</p><p>In line with previous findings that religious women have more children than secular women in industrialized countries, a connection between at least monthly church attendance and fertility was confirmed. However, religious parents showed they could avoid the pitfalls that having more children can bring. </p><p>Typically, more children in a family leads to reduced cognitive ability and height in each <a href="https://academic.oup.com/ije/article/37/6/1408/729795" target="_blank">child</a>. Some studies find that children do less well in school for each <a href="https://link.springer.com/article/10.1007/s13524-016-0471-0" target="_blank">additional sibling they have</a>. This makes a kind of intuitive sense, as parents with more children would have to divide their time, energy, and resources among more people as families expand. One would expect that the larger families would also lead to things like lower test scores. </p><p>Despite the expectation, the children of religious parents didn't have lower scores on standardized tests. There were small positive relationships between the size of the mother's social network, the number of co-religionists helping out, and the children's test scores. However, this association was small, didn't show up in all of the testings, and was unrelated to other variables. </p> These effects might be explained by the size and helpfulness of the social networks around the more religious. Women who went to church at least once a month had more extensive social networks than those who never go or who attend yearly. These social networks of co-religious people mean that there are more people to turn to for help with child-rearing, a point also demonstrated in the data. The amount of aid women got from their fellow churchgoers was also associated with a higher fertility rate. <br> <br> Conversely, an extensive social network was associated with fewer children for secular women. This finding is in line with <a href="https://journals.sagepub.com/doi/10.1207/s15327957pspr0904_5" target="_blank">previous studies</a> and suggests that the social networks comprised of co-religious individuals differ from those found elsewhere.
So, how quickly should I join a local religious group?<div class="rm-shortcode" data-media_id="6RrmYM8M" data-player_id="FvQKszTI" data-rm-shortcode-id="9eb4740a7d1e10108a75fd2ed627a90f"> <div id="botr_6RrmYM8M_FvQKszTI_div" class="jwplayer-media" data-jwplayer-video-src="https://content.jwplatform.com/players/6RrmYM8M-FvQKszTI.js"> <img src="https://cdn.jwplayer.com/thumbs/6RrmYM8M-1920.jpg" class="jwplayer-media-preview" /> </div> <script src="https://content.jwplatform.com/players/6RrmYM8M-FvQKszTI.js"></script> </div> <p>The study is not without its faults, and more investigations into the relationship between fertility, childcare, ritual, and social networks are needed.</p><p>These findings all show correlation, not causation. Though it might be said the results point towards causation, various alternative interpretations of the data are apparent. The authors note that most religions are explicitly pro-natal. It is possible that religious women have internalized these values and simply choose to have more children than secular women do.</p><p>This idea is similar to a potential interpretation of why large social networks have the opposite effect for secular women. The authors suggest that, in some cases, these more extensive social networks are associated with work and exert an anti-natal influence. Again, the people who build such networks may be people unlikely to have large families under any circumstances.</p><p>However, the researchers' hypothesis endured. The help religious women get from their church-based social networks allows them to have larger families than those who lack these support systems. In some instances, these support systems also prevent the adverse effects of larger families. </p>
The community religion offers<p>As we've mentioned <a href="https://bigthink.com/culture-religion/what-is-secular-humanism" target="_blank">before</a>, religion offers a community, and a community provides social capital. As religion continues to decline in the West, the social bonds of faith communities that used to tie social communities together begin to decay. However, as has been noted by a variety of observers for the last few decades, fewer and fewer new organizations appear ready to replace religion as a source of community in our lives.</p><p>While many different organizations might offer social support that religion once provided the whole of western society, this study shows that different social circles can differently affect the people in them. This finding must be considered by those trying to find new communities to join or the authors of future research. </p><p>The community offered by religious groups provides real benefits to those who join them. As this study shows, having the support network religious community offers allows some parents to avoid pitfalls that bedevil those lacking similar support. It suggests that previous studies demonstrating that group ritual offers benefits like increased amounts of <a href="https://journals.sagepub.com/doi/10.1177/0956797612472910" target="_blank">group trust</a> and <a href="https://journals.sagepub.com/doi/10.1177/1069397103037002003" target="_blank">cooperation</a> are onto something and that those benefits have a variety of applications. </p><p>While this study is not without its blind spots, it offers a strong starting point for further investigations into the nature of ritual in our modern lives and how local support networks remain vital in our increasingly globalized world. </p>
Health officials in China reported that a man was infected with bubonic plague, the infectious disease that caused the Black Death.
- The case was reported in the city of Bayannur, which has issued a level-three plague prevention warning.
- Modern antibiotics can effectively treat bubonic plague, which spreads mainly by fleas.
- Chinese health officials are also monitoring a newly discovered type of swine flu that has the potential to develop into a pandemic virus.
Bacteria under microscope
needpix.com<p>Today, bubonic plague can be treated effectively with antibiotics.</p><p style="margin-left: 20px;">"Unlike in the 14th century, we now have an understanding of how this disease is transmitted," Dr. Shanthi Kappagoda, an infectious disease physician at Stanford Health Care, told <a href="https://www.healthline.com/health-news/seriously-dont-worry-about-the-plague#Heres-how-the-plague-spreads" target="_blank">Healthline</a>. "We know how to prevent it — avoid handling sick or dead animals in areas where there is transmission. We are also able to treat patients who are infected with effective antibiotics, and can give antibiotics to people who may have been exposed to the bacteria [and] prevent them [from] getting sick."</p>
This plague patient is displaying a swollen, ruptured inguinal lymph node, or buboe.
Centers for Disease Control and Prevention<p>Still, hundreds of people develop bubonic plague every year. In the U.S., a handful of cases occur annually, particularly in New Mexico, Arizona and Colorado, <a href="https://www.cdc.gov/plague/faq/index.html" target="_blank">where habitats allow the bacteria to spread more easily among wild rodent populations</a>. But these cases are very rare, mainly because you need to be in close contact with rodents in order to get infected. And though plague can spread from human to human, this <a href="https://www.healthline.com/health-news/seriously-dont-worry-about-the-plague#Heres-how-the-plague-spreads" target="_blank">only occurs with pneumonic plague</a>, and transmission is also rare.</p>