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Twitter-Derived Social Neighborhood Characteristics and Individual-Level Cardiometabolic Outcomes: Cross-Sectional Study in a Nationally Representative Sample.

Dina HuangYuru HuangSahil KhannaPallavi DwivediNatalie SlopenKerry M GreenXin HeRobin C PuettQuynh Camthi Nguyen
Published in: JMIR public health and surveillance (2020)
Twitter-derived social neighborhood characteristics were associated with individual-level obesity and hypertension in a nationally representative sample of US adults. Twitter data could be used for capturing neighborhood sociocultural influences on chronic conditions and may be used as a platform for chronic outcomes prevention.
Keyphrases
  • social media
  • physical activity
  • healthcare
  • mental health
  • blood pressure
  • metabolic syndrome
  • type diabetes
  • insulin resistance
  • high throughput
  • big data
  • weight gain
  • skeletal muscle
  • drug induced
  • machine learning