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A.C.H. undertook data preparation, analysis and interpretation, and contributed to drafting the paper.
WB and KKK contributed to data preparation, analysis and final revisions of the manuscript.
Thanks also to all the students who provided advice and assistance with data preparation, analysis, and visualization.
The experimental process using Isotopo consists of three major steps: data preparation, analysis and visualization as shown in Figure 1, following the implemented workflow as shown in Figure 2a.
The tidyr (Wickham, 2014), dplyr (Wickham, 2014), gridExtra (Auguie, 2012), shapes (Dryden, 2013), geomorph (Adams and Otarola-Castillo, 2013), ggplot2 (Wickham, 2009), and cowplot (Wilke, 2015) packages were used for data preparation, analysis, and plotting.
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RA contributed to data preparation, results analysis, and performance analysis.
JB contributed to data preparation, results analysis, and performance analysis.
The methods applied in this paper include data preparation, data analysis through frequency ratio model, prediction, landslide susceptibility map preparation and validation stages (Figure 3).
This is another advantage of their partnership with SAP, which offers a suite of tools encompassing automated data preparation and analysis, predictive modeling, and a graphical user interface.
The process of model development in QSPR is generally divided into three steps: data preparation, data analysis, and model validation [8 11].
NO contributed to data preparation and analysis.
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