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The thing to be considered here is not the value of the actual output.
It is the trend or the pattern prevelant in the graph.
This is a very crude estimate.
It is certainly very likely that historical stock prices have negligible or no impact on the future prices, but this definitely gives us a better shot than random guessing.
Certain additional features like Sentiment Analysis, global changes should ideally improve the prediction.