Tony Joy
@publicjoy.bsky.social
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I know we have DALYs to show years of life lost. But at a population level, it feels abstract and hard to empathise with. I like what the Plum team has done. Using insurance claims data to show financial burden of heart diseases. Also, such cool data viz!
datalabs.plumhq.com/heart-health/
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Investigating Heart Disease: The burden, costs, and early risk.
The Financial Impact of Heart Disease and Underlying Risk Factors
https://datalabs.plumhq.com/heart-health/
4 months ago
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God, give me the confidence and eloquence of the Lady of Galgotias
4 months ago
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I’m only 4% more cautious than others. The optimist in me is happy today.
probability.kucharski.io
4 months ago
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Playing with OKLCH vs HSB for data visualisation. My current mental model: Lightness ≈ Brightness, Chroma ≈ Saturation. Feels like gradients are where OKLCH really matters.
tonyjoyk.github.io/oklch-vs-hsb...
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Hypertension Prevalence Map - HSV vs OKLCH Demo
https://tonyjoyk.github.io/oklch-vs-hsb-colours/
4 months ago
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Didn't expect India’s human development indicators to be so close to Uzbekistan and Myanmar (except democracy index. Way to give power to the people India!)
www.givingwhatwecan.org/birth-lottery
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Birth Lottery
If you were reborn today, where would you land? And how would that change your life?
https://www.givingwhatwecan.org/birth-lottery
5 months ago
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Too late science, I already built my identity around being a Virgo.
www.nytimes.com/interactive/...
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Your Zodiac Sign Is 2,000 Years Out of Date (Gift Article)
Over millennia, our view of the stars has shifted, because of Earth’s wobble. It may be time to rethink your sign.
https://www.nytimes.com/interactive/2025/upshot/zodiac-signs.html?unlocked_article_code=1.A1A.UEWd.TyIoTagdMaRd&smid=url-share
5 months ago
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In public health, we love strategy meetings. Someone goes, ‘Next quarter, how do we improve the health of three million patients?’ And everyone’s like: ‘We’ll build an AI solution! We’ll launch a new app! We’ll fund local partners!’
7 months ago
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Making a user-friendly tool, getting health staff to recommend the tool to patients and then offering support for queries; makes it way more likely that patients will use a digital tool to keep their BP under control.
bmcpublichealth.biomedcentral.com/articles/10....
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Digital health tools for hypertension self-management: evaluating user experience and effectiveness in referral hospital in Imo state - BMC Public Health
Background The research aimed to pinpoint the user experiences, factors influencing adoption of digital health tools and the effectiveness of these tools in hypertension self-management. This study wa...
https://bmcpublichealth.biomedcentral.com/articles/10.1186/s12889-025-23935-2
8 months ago
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excited to start using the next app I will abandon:
www.are.na/share/orXuQmY
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https://www.are.na/share/orXuQmY
8 months ago
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plan and execute a 4-month long project on time: no problem reply to an email: remind me tomorrow
8 months ago
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Some conversations make you fall all over in love with your job again and others make you want to go to the jobs section on LinkedIn.
8 months ago
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are nested tabs actually discoverable? It feels like lazy rabbit hole that no one will ever visit.
8 months ago
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as part of a team trying to use AI to improve patient outcomes...it's really hard to hold back the urge to throw every problem at OpenAI. PHCs don't have enough meds, but sure let's make an AI chatbot to convince patients to visit the facility to collect medicines.
www.newyorker.com/magazine/202...
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If A.I. Can Diagnose Patients, What Are Doctors For?
Large language models are transforming medicine—but the technology comes with side effects.
https://www.newyorker.com/magazine/2025/09/29/if-ai-can-diagnose-patients-what-are-doctors-for
8 months ago
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Who's done the Bara Bhangal hiking route in Himachal Pradesh...what should one expect late October? This guy on Wikiloc hiked 100k from Manali to Bir and decided to loop 100k back to Manali via another route.
www.wikiloc.com/hiking-trail...
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Manali west circuit
Manali west circuit Hiking trail in Manāli, Himachal Pradesh (India). Download its GPS track and follow the itinerary on a map. Manāli
https://www.wikiloc.com/hiking-trails/manali-west-circuit-220944787
8 months ago
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