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This is the second release of the modest R package 'ggcorset', which has been submitted and accepted by CRAN (version 0.2.0). It is used to visualize repeat measures data at 2 time points (such as pre- and post- data). The distribution of measurements at each time point is visualized using a half violin. The trajectory of individual change is visualized linearly between these distributions, which are coloured to visualize the magnitude of change or other user-defined value such as sub-groups. This method of visualization is ideal for showing the true heterogeneity of data, as well as the extent to which sub-groups capture this heterogeneity. Optional 'eyelets' which provide standard error means of user-defined groups help to summarize change by sub-group, and an optional 'faceted' option aides in highlighting different sub-group trajectories. The package relies on 'ggplot2' to produce the visualizations. As such, the corset plot allows for easy integration with 'ggplot2', so that users can customize their visualizations as required. This package is geared towards users with limited experience in R, creating corset plots using data in either wide or long format using the functions. Various supportive document including a vignette is available to help users with limited 'ggplot2' experience.
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citations This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 0 | |
popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Average | |
influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Average |