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This is rather a complex statistical analysis question due to the auto-correlation, both in space and time. You are having a tool-driven point of view to your problem, however without a concrete understanding of space, time and statistical approaches to handle them, you won't get almost anywhere. One way handle this problem is the ARIMA model. Another is ...

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