The premier week for the fall TV season brought a plethora of new shows, all elbowing for our attention as their creators, advertisers, and networks wait nervously to see which ones catch on and which are destined for the dustbin of cancellation. While the classic Nielsen ratings give us a sense of who’s watching, they can’t measure audience engagement. That’s where social media comes in.

We recently told you about Bluefin Labs, the company leveraging cognitive science to create a comprehensive, benchmarked database of social media reactions to TV shows. Now the company has released a new dashboard to the public, where anyone can see what people are talking about which shows, and why.


For instance, Monday’s big premiere of the now Charlie Sheen-less CBS show Two and a Half Men was the big winner, earning 28.7 million viewers, according to Nielsen, while the near contemporaneous Comedy Central Roast of Sheen earned the highest rating of all the channel’s roasts, with 6.4 million viewers.

But that’s not the full picture. Bluefin’s data reveals that the roast was by far the more-discussed premiere, with 98,000 people making 148,000 comments. Two and a Half Men, meanwhile, saw 75,000 people making 92,000 comments. While the sitcom grabbed the eyeballs, the roast had more people talking, presumably about tiger blood.

Of the new shows premiering this week, Simon Cowell’s latest merciless song contest, The X Factor, had the greatest success among social media users, topping the charts each night of its two-part premiere special on Wednesday and Thursday. But a reduction in social media buzz on the second night (which mirrored a similar drop in viewers) has TV critics wondering if the show is in for a hard slog.

The second-place player Thursday night might have had something to do with The X Factor’s loss: The GOP presidential primary debate earned social attention from the political obsessives on Twitter, and perhaps the similarities with Cowell’s show drew some viewers from pop culture to pop politics: Each show offered group of performers vying to avoid embarrassment before a critical panel of judges.

One of the more interesting features on the Bluefin Dashboard breaks down social TV engagement by demographics, from Diet Coke advocates (who apparently love the Logo show Setup Squad and OWN’s Supersize vs. Superskinny) to parents (who favor Country Music Television’s CMT Made and Nick Jr.’s The Fresh Beat Band). Predictably enough, Terra Nova anticipators are talking about the SyFy Channel, and hardcore gamers are watching Spike TV.

Photo via (cc) Flickr user gingerbydesign

  • Man’s dog suddenly becomes protective of his wife, Internet clocks the reason right away
    Dogs have impressive observational powers.Photo credit: Canva

    Reddit user Girlfriendhatesmefor’s three-year-old pitbull, Otis, had recently become overprotective of his wife. So he asked the online community if they knew what might be wrong with the dog.

    “A week or two ago, my wife got some sort of stomach bug,” the Reddit user wrote under the subreddit /r/dogs. “She was really nauseous and ill for about a week. Otis is very in tune with her emotions (we once got in a fight and she was upset, I swear he was staring daggers at me lol) and during this time didn’t even want to leave her to go on walks. We thought it was adorable!”

    His wife soon felt better, butthe dog’s behavior didn’t change.

    pregnancy signs, dogs and pregnancy, pitbull behavior, pet intuition, dog overprotection, Reddit stories, viral Reddit, dog instincts, canine emotions, dog owner tips
    Otis knew before they did. Canva

    Girlfriendhatesmefor began to fear that Otis’ behavior may be an early sign of an aggression issue or an indication that the dog was hurt or sick.

    So he threw a question out to fellow Reddit users: “Has anyone else’s dog suddenly developed attachment/aggression issues? Any and all advice appreciated, even if it’s that we’re being paranoid!”

    The most popular response to his thread was by ZZBC.

    Any chance your wife is pregnant?

    ZZBC | Reddit

    The potential news hit Girlfriendhatesmefor like a ton of bricks. A few days later, Girlfriendhatesmefor posted an update and ZZBC was right!

    “The wifey is pregnant!” the father-to-be wrote. “Otis is still being overprotective but it all makes sense now! Thanks for all the advice and kind words! Sorry for the delayed reply, I didn’t check back until just now!”

    Redditors responded with similar experiences.

    Anecdotal I know but I swear my dog knew I was pregnant before I was. He was super clingy (more than normal) and was always resting his head on my belly.

    realityisworse | Reddit

    So why do dogs get overprotective when someone is pregnant?

    Jeff Werber, PhD, president and chief veterinarian of the Century Veterinary Group in Los Angeles, told Health.com that “dogs can also smell the hormonal changes going on in a woman’s body at that time.” He added the dog may “not understand that this new scent of your skin and breath is caused by a developing baby, but they will know that something is different with you—which might cause them to be more curious or attentive.”

    The big lesson here is to listen to your pets and to ask questions when their behavior abruptly changes. They may be trying to tell you something, and the news may be life-changing.

    This article originally appeared last year.

  • Throughout history, women have stood up and fought to break down barriers imposed on them from stereotypes and societal expectations. The trailblazers in these photos made history and redefined what a woman could be. In doing so, they paved the way for future generations to stand up and continue to fight for equality.

  • ,

    Why mass shootings spawn conspiracy theories

    Mass shootings and conspiracy theories have a long history.

    While conspiracy theories are not limited to any topic, there is one type of event that seems particularly likely to spark them: mass shootings, typically defined as attacks in which a shooter kills at least four other people.

    When one person kills many others in a single incident, particularly when it seems random, people naturally seek out answers for why the tragedy happened. After all, if a mass shooting is random, anyone can be a target.

    Pointing to some nefarious plan by a powerful group – such as the government – can be more comforting than the idea that the attack was the result of a disturbed or mentally ill individual who obtained a firearm legally.


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