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@AntoninDanalet@datasci.social
2024-12-21 15:26:45

Crises affect activity demand differently, depending on the activity type and person.
In our new paper:
👉We divide the population into lifestyle typologies using Latent Cluster Analysis
👉A typology of activities covers possible interactions between crises and activities
👉Typologies of lifestyles and activity types provide a framework for forecasting
👉3 case studies are provided:
🦠COVID-19 pandemic
🥵heatwaves
⚡️energy
Preprint (without peer revie…

@AntoninDanalet@datasci.social
2024-12-21 16:18:53

Les crises affectent différemment la demande pour les activités, en fonction du type d'activité & de la personne

Dans notre nouvel article:
👉Nous divisons la population en typologies de mode de vie (Latent Cluster Analysis)
👉Une typologie des types d’activités couvre les interactions possibles crises ↔️ activités
👉Ces 2 typologies permettent de faire des prévisions
👉3 études de cas:
🦠pandémie de COVID-19
🥵vagues de chaleur
⚡️énergie

@AntoninDanalet@datasci.social
2025-01-12 11:05:11

Some activities recover faster than others after crises
WHY?
To answer this question, we've divided the Swiss population in 4 lifestyle typologies using Latent Cluster Analysis:
👨‍👩‍👦 Young rural families
🧓 Low-income retired
🧍 Solo dwellers
👫 Wealthy couples
We've also developed a typology of activities covering possible interactions between crises and activities:
👉 Constrained/unconstrained
👉 Indoor/outdoor
👉 Social/solitary