A line graph should not be used when the data does not represent continuous trends, such as categorical data or discrete values that don't have an inherent order. Additionally, if the dataset contains too many variables or data points, it can become cluttered and difficult to interpret. Lastly, line graphs are inappropriate for showcasing relationships in data that require comparison of distinct groups or categories rather than trends over time.
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