Dustin Davis
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magicspoon.org
Dustin Davis
@magicspoon.org
Creative Director, mumbler, hot dog lover. PDX
Pinned
I think I’m going to keep track of how many tacos and ‘taco-like-objects’ (food only, you perverts) next year.
Reposted by Dustin Davis
Over the past 50 years the lyrics of popular songs in the US have become simpler, more negative, and contain more stress-related words, according to an analysis in Scientific Reports. The authors suggest that their findings reflect the complex ways people use music to navigate stress. 🧪
Societal crises disrupt long-term increases in stress, negativity, and simplicity in US Billboard song lyrics from 1973 to 2023 - Scientific Reports
This study examines diachronic trends in stress-related language, sentiment, and lyrical complexity in popular music’s lyrics from 1973 to 2023, exploring how major societal shocks influenced people’s music preferences and offering insights into collective mood management through music. Over 20,000 lyrics of songs in the US Top 100 charts during this period were analyzed using Natural Language Processing techniques, with stress-related language assessed using a dictionary-based approach (LIWC), sentiment estimated via a rule-based sentiment analysis tool (VADER), and complexity via the LZ77 compression algorithm. Our analysis reveals a significant increase in stress-related language, alongside declines in positive sentiment and lyrical complexity over five decades. Surprisingly, societal shocks like COVID-19 coincided with attenuations rather than amplifications of these trends, indicating a preference for emotion-incongruent music, which may serve as a form of emotion regulation, such as escapism. When controlling for long-term trends, we found no significant relationship between income growth and stress or sentiment in lyrics. In contrast, periods of high-stress language corresponded with increased lyrical complexity. These results support the notion that music plays a dual role in collective mood management, functioning as mood management and regulation, depending on the context and intensity of societal emotions.
go.nature.com
December 22, 2025 at 2:38 AM
Reposted by Dustin Davis
For your collective delectation this holiday season:
Quite possibly the silliest thing I've ever written (and definitely the most ridiculous graph I've ever made!)

loreandordure.com/2025/12/16/j...
Jingle Bells (Batman Smells): an incomplete festive folk-rhyme taxonomy
Gather round the fire, everyone, and let me tell you a story. It has everything you could want in a Christmas blockbuster: superheroes and villains, a car crash, children singing, a mystery to solv…
loreandordure.com
December 16, 2025 at 5:06 PM
Reposted by Dustin Davis
The Vanity Fair photographer, Christopher Anderson, is one of the most respected portrait photographers currently on earth, with an incredible body of work. Everything he and the creative team did with That Article was intentional. Your reactions were provoked by artists making art. Human artists!
December 17, 2025 at 10:24 PM
Reposted by Dustin Davis
COLLINS: What do you say to people who say Republicans have had 15 years to change the ACA and they haven't done it?

RICK SCOTT: Why didn't Democrats fix it?
December 17, 2025 at 2:43 AM
Reposted by Dustin Davis
SHEEPDOG SIM. I REPEAT, SHEEPDOG SIM.

Watch #TheGameAwards trailer for The Free Shepherd, coming in 2027.
December 12, 2025 at 12:50 AM
Pin this for 3 years when the BYD dam breaks, the US is flooded with top-notch low-price EV imports, and all the US automakers are 'caught flat footed'.
December 15, 2025 at 11:03 PM
Reposted by Dustin Davis
Today is the 5 year anniversary to when I slowly started losing my mind during the pandemic and began dressing up as works of art.

As my Twitter account has long been abandoned, why not make a thread of my madness on BlueSky?

This was “The Maid” by Wilhelm August Lebrecht Amberg, from 1862
April 2, 2025 at 6:59 PM
Someone should compile all the airline safety videos into one spot. I’m also scared to check that someone already might have.
December 14, 2025 at 11:03 PM
Reposted by Dustin Davis
posted about my Apple ID woes, please share widely?

hey.paris/posts/appleid/
December 13, 2025 at 4:59 AM
I’m surprised I’m not getting an end of year wrap up from Instacart or something.
December 12, 2025 at 11:46 PM
Reposted by Dustin Davis
The real Turing test is that AI will stop using em dashes if you ask; humans will make you pry their favorite punctuation out of their cold, dead hands.
when someone tells me not to use em dashes because AI uses em dashes
December 1, 2025 at 11:00 PM
Reposted by Dustin Davis
ℑ𝔫 𝔱𝔥𝔢 𝔊𝔯𝔦𝔪 𝔇𝔞𝔯𝔨𝔫𝔢𝔰𝔰 𝔬𝔣 𝔱𝔥𝔢 𝔉𝔞𝔯 𝔉𝔲𝔱𝔲𝔯𝔢, 𝔱𝔥𝔢𝔯𝔢 𝔦𝔰 𝔒𝔫𝔩𝔶 𝔐𝔬𝔦
November 30, 2025 at 7:29 PM
Reposted by Dustin Davis
Definitely scratching the itch of my love for models and miniatures. (Experience best on desktop) bfcm.stripe.com
November 29, 2025 at 8:19 PM
Reposted by Dustin Davis
Okay, the crowd going nuts like someone just scored a touchdown at the Super Bowl all *through* the KDH performance is a hell of a thing to see hear/see:
November 27, 2025 at 5:42 PM
Reposted by Dustin Davis
Fifteen Years

xkcd.com/3172/
November 26, 2025 at 10:32 PM
Reposted by Dustin Davis
"I say we take off and nuke the site from orbit. It's the only way to be sure."
November 27, 2025 at 2:30 AM
Reposted by Dustin Davis
The Garlic and Herb Pizza, which featured diced tomatoes and grilled chicken “in an outrageous garlic seasoning”
November 26, 2025 at 5:19 PM
Reposted by Dustin Davis
i’m not crying you’re crying

xkcd: Fifteen Years

Fifteen Years
xkcd.com
November 25, 2025 at 1:58 AM
The one time Amazon doesn't put something in a ridiculous package is the time I am proactive on ordering a Christmas present.
November 25, 2025 at 1:05 AM
Reposted by Dustin Davis
Always loved this picture of Kier on lunch break during Red Alert 2 filming, circa 2000.
November 24, 2025 at 12:54 AM
Reposted by Dustin Davis
Late, but I wanted to jump in on this trend. While I love Fieren, I am deeply inspired by how brave this person was! They went for the hard thing, were curious, made us all rejoice and draw together!

It makes me so happy to see folks gain that artistic curiosity!

So go forth! Rooting for you! 💖
November 21, 2025 at 3:35 AM
Reposted by Dustin Davis
I think most artists hit a point where they’re like, well if I can’t be the best artist, I shall be the most ME artist.
November 14, 2025 at 4:49 PM
Oreoboros
oh wow that’s crazy

oreos with bits of

of oreos. in them

Real Bits of Oreos
November 13, 2025 at 11:30 PM
Reposted by Dustin Davis
Oreoboros
oh wow that’s crazy

oreos with bits of

of oreos. in them

Real Bits of Oreos
November 13, 2025 at 10:09 PM
Reposted by Dustin Davis
Spydere Man, Spydere Man
Doth al things a spydere kan
Sondry webbes he kan weaven
Thieves lyke flyes he kan cacchen
Lo! anon cometh Spydere Man
November 13, 2025 at 4:33 PM