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@smacawi Social Media and Crowdsourcing Assessment of Weather Impacts

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    7 repositories

    • twitter-scraper

      Public
      A simple scraper built on top of TwitterAPI to stream live tweets
      Python
      •
      MIT License
      •0•0•1•3•Updated Dec 8, 2022Dec 8, 2022

    • topic-modeler

      Public
      Framework to apply LDA and Biterm topic modelling to an unlabeled corpus
      HTML
      •
      MIT License
      •1•2•0•7•Updated Dec 8, 2022Dec 8, 2022

    • crisis_tfew

      Public
      Adapting T-Few to CrisisNLP
      Python
      •
      MIT License
      •61•0•0•0•Updated Jun 1, 2022Jun 1, 2022

    • smacawi.github.io

      Public
      Public site for Social Media and Crowdsourcing Assessment of Weather Impacts
      twitter-apienvironment-canada
      HTML
      •0•0•0•0•Updated Apr 30, 2021Apr 30, 2021

    • tweet-classifier

      Public
      Training deep learning models to classify disaster-related tweets in the context of crisis management. Published as "Using deep learning and social network analysis to understand and manage extreme flooding" in Journal of Contingencies and Crisis Management
      Python
      •
      MIT License
      •0•0•6•0•Updated Apr 26, 2021Apr 26, 2021

    • bert-topics

      Public
      Bridging the gap between supervised classification and unsupervised topic modelling for social-media assisted crisis management (Adapt-NLP EACL 2021)
      nlptwitterbertdomain-adaptationcrisis-management
      Jupyter Notebook
      •
      MIT License
      •3•7•0•0•Updated Apr 20, 2021Apr 20, 2021

    • bert-classifier-pytorch

      Public
      Python
      •0•0•1•0•Updated Apr 6, 2020Apr 6, 2020