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machine learning cross stock training

A silly question.

I coded machine learning stock training using the stock's own indicators. Will it be helpful if I include other stock performance to train this stocks model? I thought maybe same sector or complete different sector (like gas price vs aviation profit) could be useful. Thank you for some valuable opinion!