Figure 1From: CORAL: COde RepresentAtion learning with weakly-supervised transformers for analyzing data analysisExamples of our proposed task of automatically labeling code snippets and accompanying natural language annotations as stages in the data science process, with code in blue and markdown in yellowBack to article page