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Nick, a data scientist at Data Camp, will be teaching a course on cleaning data. The example given is a dataset of weather metrics from Boston. While the data may seem well-organized at first glance, a closer look reveals various issues that need to be addressed before building a statistical model. Starting with the first column on the left, there is work to be done to ensure accurate predictions of future weather patterns.