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In order to perform a more detailed analysis of the Lorenz time series, we can use the method of phase space reconstruction. This involves creating a higher-dimensional space by embedding the original time series data and then analyzing the patterns and structures within it. By doing this, we can gain a deeper understanding of the underlying dynamics of the system that generated the data. This technique has been used in a wide range of fields, from physics and engineering to economics and finance. Therefore, it is a valuable tool for anyone seeking to gain insights from complex time series data.