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This tutorial discusses the use of graphs in data visualization and highlights the challenges of drawing graphs by hand. It suggests using programs like MATLAB, GNU Plot, and Jupyter Notebooks with Python libraries to generate graphs efficiently. However, the drawback is that editing the format of the graph after creation may be difficult as it usually saves as an image, requiring regenerating the graph for any changes.