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@ClimSocAna

Climate and Societal Analytics

This is the research group "Climate and Societal Analytics" from the Centre for Artificial Intelligence in Public Health Research, Robert Koch Institute

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  1. Heat-Mortality Heat-Mortality Public

    A shallow neural network based heat-related mortality estimation (with example for Germany)

    Jupyter Notebook

  2. sentiments-with-hierarchical-clustering sentiments-with-hierarchical-clustering Public

    Code for the paper "Guiding sentiment analysis with hierarchical text clustering: Analyzing the German X/Twitter conversation on face masks in the 2020 COVID-19 pandemic"

    HTML

Repositories

Showing 9 of 9 repositories
  • GRF-heat-hosp Public

    R code to assess the effect of hot days on emergency hospitalizations across German districts, and identify the most important regional drivers of effect heterogeneity using the generalized random forest framework.

    ClimSocAna/GRF-heat-hosp's past year of commit activity
    R 0 0 0 0 Updated Sep 22, 2026
  • sari-weather-mortality Public
    ClimSocAna/sari-weather-mortality's past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Sep 21, 2026
  • temp-hosp-GER Public

    R code for assessing Regional heterogeneity in the association between extreme temperatures and emergency hospitalizations in Germany

    ClimSocAna/temp-hosp-GER's past year of commit activity
    R 0 0 0 0 Updated Aug 28, 2026
  • climademic_suitability_model Public

    Training and inference workflow for the Climademic Suitability Model, using One-Class SVM and incremental learning to model global Aedes mosquito habitat suitability.

    ClimSocAna/climademic_suitability_model's past year of commit activity
    Jupyter Notebook 8 MIT 3 0 0 Updated Aug 20, 2026
  • ClimSocAna.github.io Public
    ClimSocAna/ClimSocAna.github.io's past year of commit activity
    0 0 0 0 Updated Nov 15, 2024
  • Heat-Mortality Public

    A shallow neural network based heat-related mortality estimation (with example for Germany)

    ClimSocAna/Heat-Mortality's past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Aug 20, 2024
  • sentiments-with-hierarchical-clustering Public

    Code for the paper "Guiding sentiment analysis with hierarchical text clustering: Analyzing the German X/Twitter conversation on face masks in the 2020 COVID-19 pandemic"

    ClimSocAna/sentiments-with-hierarchical-clustering's past year of commit activity
    HTML 0 MIT 0 0 0 Updated Aug 11, 2024
  • tecb-de Public

    German Text Embedding Clustering Benchmark

    ClimSocAna/tecb-de's past year of commit activity
    Python 18 MIT 1 0 0 Updated Mar 15, 2024
  • mental-health-predict Public
    ClimSocAna/mental-health-predict's past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated Dec 14, 2023

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