for personality prediction from text by using unsupervised learning method or without training data can we able to use any other method for better accuracy nearly 75%

My answer will be no. " without training data " and the accuracy so high is why.

That aside the more I learn about ML (machine learning) is that training data is rarely optional. That is unless you code it all yourself with a lot of code.

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