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Influence of Climate on Google Internet Searches for Pruritus Across 16 German Cities: Retrospective Analysis.

Linda TizekMaximilian Christian SchieleinMelvin RüthPamela GuglielminiManuel Pedro PereiraBernadette EberleinTilo BiedermannAlexander Zink
Published in: Journal of medical Internet research (2019)
By taking into account the study results, Google data analysis helps to examine people's search frequency, behavior, and interest across cities and regions. The results indicated a general increase in search queries during the winter as well as differences across cities located in the same region; for example, there was a decline in search volume in Saarbrucken, while there were increases in Cologne, Frankfurt, and Dortmund. In addition, the detected correlation between search volume and weather data seems to be valuable in predicting an increase in pruritus burden, since a significant association with rising humidity and sunshine duration, as well as declining temperature and PM10, was found. Accordingly, this is an unconventional and inexpensive method to identify search behavior trends and respective inhabitants' needs.
Keyphrases
  • data analysis
  • climate change
  • particulate matter
  • risk factors
  • heavy metals
  • big data
  • machine learning
  • risk assessment
  • polycyclic aromatic hydrocarbons
  • artificial intelligence