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The Results Manager provides a range of tools for the analysis of time series data:

Child pages (Children Display)
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For all types of analyses, you can export results (to *.csv) or view them in Excel.

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Additional univariate and bivariate statistics are created automatically for time series charts. See Chart Statistics.