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Yes, it is correct as far as I recall. However, as the (about 2 year old at this point!) data is not manually labelled, it might be a bit noisy. It is worth double checking if the data is up to your quality standards.
In your dataset with 5 emotions, what do each of the labels represent? Is the following correct?
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