šExciting news!šOur paper, "Expecting the Unexpected: Predicting Panic Attacks from Mood, Twitter, and Apple Watch Data," is now out in @IEEEembs OJEMB.š§ Over 28% of adults have experienced panic attacks; we dive into new ways to predict & prevent them: ieeexplore.ieee.org/documentā¦
šš»šš»šš»Super excited about our big new longitudinal wearables study exploring sleep, mental health, exercise, nature experiences, moreš«¶š»š«¶š»š«¶š»
We have funding for a PhD student in Complex Systems & Data Science @uvmcomplexity or Biomedical Engineering @uvm_bme, DM for more info.
Hedonometer app for the iPhone!
Big thanks to @OttoBerkes for surprising us with this exciting development following his inspired weekend coding effort.
apps.apple.com/app/id1641710ā¦
To me, the most quintessential #dataviz of the last 25 years:
number27.org/wefeelfine
by @jjh_works
Seamless & fluid ux, blending charts & other content, interesting data with live updates, personal stories (forest trees), particles, sketchy renderingā¦
(sadly offline⦠)
Finally, @compstorylab showed just how much the overall sentiment on Twitter dropped after news of the Uvalde shooting spread. Thanks to @ChrisDanforth@peterdodds and team there.
ALT Chart showing a strong dip in negative tone on Twitter following the Uvalde shooting.
The horrific elementary school shootings at Sandy Hook and Uvalde.
Almost ten years apart.
The collective negative emotional reactions on Twitter have very similar word use patterns.
Through Hedonometerās lens: The story is the same.
Some of the top words driving Ukrainian down translate to ācrimesā and āmurdersā and āhellā and āi hateā.
hedonometer.org/timeseries/uā¦
A few (of a long list of) caveats: Through Twitter, the Hedonometer gives a ādistant measureā of a population. Weāre grouping tweets by language only, not geography. And Twitter is a complicated space of people and not-people.
Story Lab worked with @TheEconomist to help with an analysis of Russian language social media (Twitter and VK).
The article will appear in this weekās edition, and is available here (subscription required):
economist.com/graphic-detailā¦