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What Can We Learn About People From Their Social Media? – Psychology Today

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The majority of Americans use at least one form of social media. If you’re reading this, you probably use social media yourself and have contacts ranging from people you know intimately, like your immediate family and close friends, to people you’ve met just a few times or haven’t had contact with in years.

So what we can we learn about people from their social media? Despite opportunities to control what we post and curate an idealized image, research suggests that for the most part, social media profiles reflect people’s actual personalities, not idealized versions of themselves.

The Big Five Personality Traits

A large body of research on social media use and personality has focused on the Big 5 personality traits, the most widely-accepted trait theory. When people are asked to rate how much different traits characterize them, those traits cluster into five groups:

Personality predicts what people do on social media.

Researchers studying social media and personality often ask users about their behaviors or log users’ behavior and determine what correlates with different personality traits. In a meta-analysis, combining the results of more than 30 different studies like this, Lui and Campbell found several patterns. Extraverts tended to spend more time interacting with others on social media. People high in agreeableness tended not to be any more or less social than their less agreeable counterparts, but they did post more photos. Conscientious people tended to spend less time using social media to learn about others and to play games. High openness predicted the opposite pattern of high conscientiousness – More time seeking information about others and more time gaming. Like extraversion, neuroticism was also related to posting more updates and content on social media.

In addition, research shows that personality relates to the specific types of content people post, as I detailed in an earlier article. Despite the general tendency for social media profiles to accurately reflect personality, there is evidence that these profiles are less accurate for people high in neuroticism, who are more likely to present idealized or less authentic images of themselves.

Personality predicts the words people use on social media.

In a fascinating area of study, researchers have used specialized software programs to analyze the language people use in their social media posts. In one such study, researchers used a computer algorithm to determine which words were uniquely related to different personality traits. Words that predicted high levels of extraversion included “love,” “night” and “party” – words that reflect social activity or relationships. Those with low levels of extraversion, on the other hand, were more likely to use the words “computer,” “I’ve,” and “I don’t,” reflecting both a greater focus on the self and a preference for activities involving things rather than people.  Highly conscientious people were more likely to use the words “family,” “week,” and “weekend.” These word choices are indicative of their tendency to plan and focus on family responsibilities. People with low conscientiousness were more likely to use swear words, indicating a lack of caution in what they post. Not surprisingly, agreeable individuals used more positive words, and people low in agreeableness used more negative words, especially hostile swear words. Neuroticism was also associated with using negative words, but more sad, rather than angry.

Other researchers who mine social media data have used frameworks that classify words into categories, rather than looking at word frequency. For example, researchers might organize words into groups like “negative emotions” or “social relations.” Not surprisingly, these studies show that extraverts use more words relating to family and social processes. Interestingly, people high in agreeableness tend to talk about food more, but talk less about achievement and money. People high in conscientiousness and openness were both more likely to talk about work. This likely reflects conscientious individuals’ greater diligence about work and open individuals’ greater likelihood of pursuing work they are interested in or passionate about.

The content on social media predicts personality.

Researchers sometimes look at the specific content people post on social media. This can include basic profile features, like number of “likes,” number of friends, or number of status updates. Bachrach and colleagues found they could predict social media users’ levels of extraversion, openness, and conscientiousness from this information.

Other researchers have found that what people “like” on Facebook is related to their personality. So their preferences for different music or TV shows, products or websites, or even specific types of content posted by friends all relate to personality. In one particularly impressive demonstration of this, Youyou, Kosinski, and Stillwell used people’s “likes” to predict their scores on personality measures. Then they compared this to personality ratings provided by that person’s friends, family, and work colleagues. The researchers found that “likes” predicted people’s personality better than the reports of people who actually knew them.

So what can we learn about someone’s personality from their social media activity?

The computer algorithm approaches are powerful, and suggest that social media companies could know more about you than you think (but that’s a topic for another day…). But ordinary people can also use the insights from this research to understand their social media friends better. Taken to together, these findings suggest that there are a number of factors that could hint at someone’s personality:

  • Extraversion: Extraverts are easily identifiable on social media. This is not that surprising, as in offline settings, extraversion tends to be the easiest trait to guess when first meeting someone. Extraverts tend to have more friends, interact with others more, “like” content more frequently, and use more words that reflect social activities.
  • Conscientiousness: Conscientious people are more cautious by nature, and by most metrics, they engage with social media less than their less conscientious counterparts. And when do they engage on social media, they are more likely to talk about work and family.
  • Agreeableness: Agreeable people tend to post more photos. They also tend to opt for more cheerful language, whereas those especially low on agreeableness gravitate toward particularly negative and hostile terms.
  • Openness: For people high in openness, their social media use is likely to reflect their interests. They spend more time using social media as a way to seek information, to talk about their work, or to play games.
  • Neuroticism: Neurotic individuals tend to be more active on social media, much like extraverts. But unlike extraverts, they tend to express more negative emotions in their language, which makes sense given the propensity to experience more negative emotions. And they are especially likely to try to present a more idealized version of themselves.

While you can’t  totally judge a book by its cover, or even its social media profile, our social media profiles may reveal more about us than we think.

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It’s time for a Halloween movie marathon. 10 iconic horror films

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Sometimes, you just have to return to the classics.

That’s especially true as Halloween approaches. While you queue up your spooky movie marathon, here are 10 iconic horror movies from the past 70 years for inspiration, and what AP writers had to say about them when they were first released.

We resurrected excerpts from these reviews, edited for clarity, from the dead — did they stand the test of time?

“Rear Window” (1954)

“Rear Window” is a wonderful trick pulled off by Alfred Hitchcock. He breaks his hero’s leg, sets him up at an apartment window where he can observe, among other things, a murder across the court. The panorama of other people’s lives is laid out before you, as seen through the eyes of a Peeping Tom.

James Stewart, Grace Kelly, Thelma Ritter and others make it good fun.

— Bob Thomas

“Halloween” (1978)

At 19, Jamie Lee Curtis is starring in a creepy little thriller film called “Halloween.”

Until now, Jamie’s main achievement has been as a regular on the “Operation Petticoat” TV series. Jamie is much prouder of “Halloween,” though it is obviously an exploitation picture aimed at the thrill market.

The idea for “Halloween” sprang from independent producer-distributor Irwin Yablans, who wanted a terror-tale involving a babysitter. John Carpenter and Debra Hill fashioned a script about a madman who kills his sister, escapes from an asylum and returns to his hometown intending to murder his sister’s friends.

— Bob Thomas

“The Silence of the Lambs” (1991)

“The Silence of the Lambs” moves from one nail-biting sequence to another. Jonathan Demme spares the audience nothing, including closeups of skinned corpses. The squeamish had best stay home and watch “The Cosby Show.”

Ted Tally adapted the Thomas Harris novel with great skill, and Demme twists the suspense almost to the breaking point. The climactic confrontation between Clarice Starling and Buffalo Bill (Ted Levine) is carried a tad too far, though it is undeniably exciting with well-edited sequences.

Such a tale as “The Silence of the Lambs” requires accomplished actors to pull it off. Jodie Foster and Anthony Hopkins are highly qualified. She provides steely intelligence, with enough vulnerability to sustain the suspense. He delivers a classic portrayal of pure, brilliant evil.

— Bob Thomas

“Scream” (1996)

In this smart, witty homage to the genre, students at a suburban California high school are being killed in the same gruesome fashion as the victims in the slasher films they know by heart.

If it sounds like the script of every other horror movie to come and go at the local movie theater, it’s not.

By turns terrifying and funny, “Scream” — written by newcomer David Williamson — is as taut as a thriller, intelligent without being self-congratulatory, and generous in its references to Wes Craven’s competitors in gore.

— Ned Kilkelly

“The Blair Witch Project” (1999)

Imaginative, intense and stunning are a few words that come to mind with “The Blair Witch Project.”

“Blair Witch” is the supposed footage found after three student filmmakers disappear in the woods of western Maryland while shooting a documentary about a legendary witch.

The filmmakers want us to believe the footage is real, the story is real, that three young people died and we are witnessing the final days of their lives. It isn’t. It’s all fiction.

But Eduardo Sanchez and Dan Myrick, who co-wrote and co-directed the film, take us to the edge of belief, squirming in our seats the whole way. It’s an ambitious and well-executed concept.

— Christy Lemire

“Saw” (2004)

The fright flick “Saw” is consistent, if nothing else.

This serial-killer tale is inanely plotted, badly written, poorly acted, coarsely directed, hideously photographed and clumsily edited, all these ingredients leading to a yawner of a surprise ending. To top it off, the music’s bad, too.

You could forgive all (well, not all, or even, fractionally, much) of the movie’s flaws if there were any chills or scares to this sordid little horror affair.

But “Saw” director James Wan and screenwriter Leigh Whannell, who developed the story together, have come up with nothing more than an exercise in unpleasantry and ugliness.

— David Germain

Germain gave “Saw” one star out of four.

“Paranormal Activity” (2009)

The no-budget ghost story “Paranormal Activity” arrives 10 years after “The Blair Witch Project,” and the two horror movies share more than a clever construct and shaky, handheld camerawork.

The entire film takes place at the couple’s cookie-cutter dwelling, its layout and furnishings indistinguishable from just about any other readymade home constructed in the past 20 years. Its ordinariness makes the eerie, nocturnal activities all the more terrifying, as does the anonymity of the actors adequately playing the leads.

The thinness of the premise is laid bare toward the end, but not enough to erase the horror of those silent, nighttime images seen through Micah’s bedroom camera. “Paranormal Activity” owns a raw, primal potency, proving again that, to the mind, suggestion has as much power as a sledgehammer to the skull.

— Glenn Whipp

Whipp gave “Paranormal Activity” three stars out of four.

“The Conjuring” (2013)

As sympathetic, methodical ghostbusters Lorraine and Ed Warren, Vera Farmiga and Patrick Wilson make the old-fashioned haunted-house horror film “The Conjuring” something more than your average fright fest.

“The Conjuring,” which boasts incredulously of being their most fearsome, previously unknown case, is built very in the ’70s-style mold of “Amityville” and, if one is kind, “The Exorcist.” The film opens with a majestic, foreboding title card that announces its aspirations to such a lineage.

But as effectively crafted as “The Conjuring” is, it’s lacking the raw, haunting power of the models it falls shy of. “The Exorcist” is a high standard, though; “The Conjuring” is an unusually sturdy piece of haunted-house genre filmmaking.

— Jake Coyle

Coyle gave “The Conjuring” two and half stars out of four.

Read the full review here.

“Get Out” (2017)

Fifty years after Sidney Poitier upended the latent racial prejudices of his white date’s liberal family in “Guess Who’s Coming to Dinner,” writer-director Jordan Peele has crafted a similar confrontation with altogether more combustible results in “Get Out.”

In Peele’s directorial debut, the former “Key and Peele” star has — as he often did on that satirical sketch series — turned inside out even supposedly progressive assumptions about race. But Peele has largely left comedy behind in a more chilling portrait of the racism that lurks beneath smiling white faces and defensive, paper-thin protestations like, “But I voted for Obama!” and “Isn’t Tiger Woods amazing?”

It’s long been a lamentable joke that in horror films — never the most inclusive of genres — the Black dude is always the first to go. In this way, “Get Out” is radical and refreshing in its perspective.

— Jake Coyle

Coyle gave “Get Out” three stars out of four.

Read the full review here.

“Hereditary” (2018)

In Ari Aster’s intensely nightmarish feature-film debut “Hereditary,” when Annie (Toni Collette), an artist and mother of two teenagers, sneaks out to a grief-support group following the death of her mother, she lies to her husband Steve (Gabriel Byrne) that she’s “going to the movies.”

A night out with “Hereditary” is many things, but you won’t confuse it for an evening of healing and therapy. It’s more like the opposite.

Aster’s film, relentlessly unsettling and pitilessly gripping, has carried with it an ominous air of danger and dread: a movie so horrifying and good that you have to see it, even if you shouldn’t want to, even if you might never sleep peacefully again.

The hype is mostly justified.

— Jake Coyle

Coyle gave “Hereditary” three stars out of four.

Read the full review here. ___

Researcher Rhonda Shafner contributed from New York.

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Sutherland House Experts Book Publishing Launches To Empower Quiet Experts

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Sutherland House Experts is Empowering Quiet Experts through
Compelling Nonfiction in a Changing Ideas Landscape

TORONTO, ON — Almost one year after its launch, Sutherland House Experts is reshaping the publishing industry with its innovative co-publishing model for “quiet experts.” This approach, where expert authors share both costs and profits with the publisher, is bridging the gap between expertise and public discourse. Helping to drive this transformation is Neil Seeman, a renowned author, educator, and entrepreneur.

“The book publishing world is evolving rapidly,” publisher Neil Seeman explains. “There’s a growing hunger for expert voices in public dialogue, but traditional channels often fall short. Sutherland House Experts provides a platform for ‘quiet experts’ to share their knowledge with the broader book-reading audience.”

The company’s roster boasts respected thought leaders whose books are already gaining major traction:

• V. Kumar Murty, a world-renowned mathematician, and past Fields Institute director, just published “The Science of Human Possibilities” under the new press. The book has been declared a 2024 “must-read” by The Next Big Ideas Club and is receiving widespread media attention across North America.

• Eldon Sprickerhoff, co-founder of cybersecurity firm eSentire, is seeing strong pre-orders for his upcoming book, “Committed: Startup Survival Tips and Uncommon Sense for First-Time Tech Founders.”

• Dr. Tony Sanfilippo, a respected cardiologist and professor of medicine at Queen’s University, is generating significant media interest with his forthcoming book, “The Doctors We Need: Imagining a New Path for Physician Recruitment, Training, and Support.”

Seeman, whose recent and acclaimed book, “Accelerated Minds,” explores the entrepreneurial mindset, brings a unique perspective to publishing. His experience as a Senior Fellow at the University of Toronto’s Institute of Health Policy, Management and Evaluation, and academic affiliations with The Fields Institute and Massey College, give him deep insight into the challenges faced by people he calls “quiet experts.”

“Our goal is to empower quiet, expert authors to become entrepreneurs of actionable ideas the world needs to hear,” Seeman states. “We are blending scholarly insight with market savvy to create accessible, impactful narratives for a global readership. Quiet experts are people with decades of experience in one or more fields who seek to translate their insights into compelling non-fiction for the world,” says Seeman.

This fall, Seeman is taking his insights to the classroom. He will teach the new course, “The Writer as Entrepreneur,” at the University of Toronto, offering aspiring authors practical tools to navigate the evolving book publishing landscape. To enroll in this new weekly night course starting Tuesday, October 1st, visit:
https://learn.utoronto.ca/programs-courses/courses/4121-writer-entrepreneur

“The entrepreneurial ideas industry is changing rapidly,” Seeman notes. “Authors need new skills to thrive in this dynamic environment. My course and our publishing model provide those tools.”

About Neil Seeman:
Neil Seeman is co-founder and publisher of Sutherland House Experts, an author, educator, entrepreneur, and mental health advocate. He holds appointments at the University of Toronto, The Fields Institute, and Massey College. His work spans entrepreneurship, public health, and innovative publishing models.

Follow Neil Seeman:
https://www.neilseeman.com/
https://www.linkedin.com/in/seeman/

Follow Sutherland House Experts:

https://sutherlandhouseexperts.com/
https://www.instagram.com/sutherlandhouseexperts/

Media Inquiries:
Sasha Stoltz | Sasha@sashastoltzpublicity.com | 416.579.4804
https://www.sashastoltzpublicity.com

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What to stream this weekend: ‘Civil War,’ Snow Patrol, ‘How to Die Alone,’ ‘Tulsa King’ and ‘Uglies’

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Hallmark launching a streaming service with two new original series, and Bill Skarsgård out for revenge in “Boy Kills World” are some of the new television, films, music and games headed to a device near you.

Also among the streaming offerings worth your time as selected by The Associated Press’ entertainment journalists: Alex Garland’s “Civil War” starring Kirsten Dunst, Natasha Rothwell’s heartfelt comedy for Hulu called “How to Die Alone” and Sylvester Stallone’s second season of “Tulsa King” debuts.

NEW MOVIES TO STREAM SEPT. 9-15

Alex Garland’s “Civil War” is finally making its debut on MAX on Friday. The film stars Kirsten Dunst as a veteran photojournalist covering a violent war that’s divided America; She reluctantly allows an aspiring photographer, played by Cailee Spaeny, to tag along as she, an editor (Stephen McKinley Henderson) and a reporter (Wagner Moura) make the dangerous journey to Washington, D.C., to interview the president (Nick Offerman), a blustery, rising despot who has given himself a third term, taken to attacking his citizens and shut himself off from the press. In my review, I called it a bellowing and haunting experience; Smart and thought-provoking with great performances. It’s well worth a watch.

— Joey King stars in Netflix’s adaptation of Scott Westerfeld’s “Uglies,” about a future society in which everyone is required to have beautifying cosmetic surgery at age 16. Streaming on Friday, McG directed the film, in which King’s character inadvertently finds herself in the midst of an uprising against the status quo. “Outer Banks” star Chase Stokes plays King’s best friend.

— Bill Skarsgård is out for revenge against the woman (Famke Janssen) who killed his family in “Boy Kills World,” coming to Hulu on Friday. Moritz Mohr directed the ultra-violent film, of which Variety critic Owen Gleiberman wrote: “It’s a depraved vision, yet I got caught up in its kick-ass revenge-horror pizzazz, its disreputable commitment to what it was doing.”

AP Film Writer Lindsey Bahr

NEW MUSIC TO STREAM SEPT. 9-15

— The year was 2006. Snow Patrol, the Northern Irish-Scottish alternative rock band, released an album, “Eyes Open,” producing the biggest hit of their career: “Chasing Cars.” A lot has happened in the time since — three, soon to be four quality full-length albums, to be exact. On Friday, the band will release “The Forest Is the Path,” their first new album in seven years. Anthemic pop-rock is the name of the game across songs of love and loss, like “All,”“The Beginning” and “This Is the Sound Of Your Voice.”

— For fans of raucous guitar music, Jordan Peele’s 2022 sci-fi thriller, “NOPE,” provided a surprising, if tiny, thrill. One of the leads, Emerald “Em” Haywood portrayed by Keke Palmer, rocks a Jesus Lizard shirt. (Also featured through the film: Rage Against the Machine, Wipers, Mr Bungle, Butthole Surfers and Earth band shirts.) The Austin noise rock band are a less than obvious pick, having been signed to the legendary Touch and Go Records and having stopped releasing new albums in 1998. That changes on Friday the 13th, when “Rack” arrives. And for those curious: The Jesus Lizard’s intensity never went away.

AP Music Writer Maria Sherman

NEW SHOWS TO STREAM SEPT. 9-15

— Hallmark launched a streaming service called Hallmark+ on Tuesday with two new original series, the scripted drama “The Chicken Sisters” and unscripted series “Celebrations with Lacey Chabert.” If you’re a Hallmark holiday movies fan, you know Chabert. She’s starred in more than 30 of their films and many are holiday themed. Off camera, Chabert has a passion for throwing parties and entertaining. In “Celebrations,” deserving people are surprised with a bash in their honor — planned with Chabert’s help. “The Chicken Sisters” stars Schuyler Fisk, Wendie Malick and Lea Thompson in a show about employees at rival chicken restaurants in a small town. The eight-episode series is based on a novel of the same name.

Natasha Rothwell of “Insecure” and “The White Lotus” fame created and stars in a new heartfelt comedy for Hulu called “How to Die Alone.” She plays Mel, a broke, go-along-to-get-along, single, airport employee who, after a near-death experience, makes the conscious decision to take risks and pursue her dreams. Rothwell has been working on the series for the past eight years and described it to The AP as “the most vulnerable piece of art I’ve ever put into the world.” Like Mel, Rothwell had to learn to bet on herself to make the show she wanted to make. “In the Venn diagram of me and Mel, there’s significant overlap,” said Rothwell. It premieres Friday on Hulu.

— Shailene Woodley, DeWanda Wise and Betty Gilpin star in a new drama for Starz called “Three Women,” about entrepreneur Sloane, homemaker Lina and student Maggie who are each stepping into their power and making life-changing decisions. They’re interviewed by a writer named Gia (Woodley.) The series is based on a 2019 best-selling book of the same name by Lisa Taddeo. “Three Women” premieres Friday on Starz.

— Sylvester Stallone’s second season of “Tulsa King” debuts Sunday on Paramount+. Stallone plays Dwight Manfredi, a mafia boss who was recently released from prison after serving 25 years. He’s sent to Tulsa to set up a new crime syndicate. The series is created by Taylor Sheridan of “Yellowstone” fame.

Alicia Rancilio

NEW VIDEO GAMES TO PLAY

— One thing about the title of Focus Entertainment’s Warhammer 40,000: Space Marine 2 — you know exactly what you’re in for. You are Demetrian Titus, a genetically enhanced brute sent into battle against the Tyranids, an insectoid species with an insatiable craving for human flesh. You have a rocket-powered suit of armor and an arsenal of ridiculous weapons like the “Chainsword,” the “Thunderhammer” and the “Melta Rifle,” so what could go wrong? Besides the squishy single-player mode, there are cooperative missions and six-vs.-six free-for-alls. You can suit up now on PlayStation 5, Xbox X/S or PC.

— Likewise, Wild Bastards isn’t exactly the kind of title that’s going to attract fans of, say, Animal Crossing. It’s another sci-fi shooter, but the protagonists are a gang of 13 varmints — aliens and androids included — who are on the run from the law. Each outlaw has a distinctive set of weapons and special powers: Sarge, for example, is a robot with horse genes, while Billy the Squid is … well, you get the idea. Australian studio Blue Manchu developed the 2019 cult hit Void Bastards, and this Wild-West-in-space spinoff has the same snarky humor and vibrant, neon-drenched cartoon look. Saddle up on PlayStation 5, Xbox X/S, Nintendo Switch or PC.

Lou Kesten

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