Most of the time I've done it manually at first, because it requires so much understanding of the data. Amplitude and Mixpanel both have a regression tool that help you identify correlations and causal kind of connections between metrics. Buying a platform or using a third party solution will help you scale your efforts once you hit the first point. You can then scale and dis-increase distribution of data sales fit.

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