Data Science, Artificial Intelligence, K Means, Audience Engagement, Python.
multiple ways to standardize the featureset, but in this case we found the best results when bucketing each feature into quantiles using the pandas qcut function, then using sklearn’s StandardScaler preprocessor. StandardScaler works by removing the mean and scaling to unit variance so that each