Finding outliers in a dataset
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Hello, shown in the image are the plots for the dataset I am having. I am trying to clean out the dataset from outliers so that later on I would use it to train a machine learning model.
but apparently it is considering a lot of important data points as outliers, so is there any other approach I could follow to get rid of the outliers?
the plot on top is the whole dataset and in the bottom is after removing the outliears using the following lines