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Principal Component Analysis (PCA) has long been used as a tool in exploratory data analysis, making predictive models and reducing the size of data. However, many situations in which the use of single-valued variable may cause loss of information. In this paper, an interval PCA is proposed to find out the feature with interval weather data under the season. Besides, interval PCA reveal underlying...