Descriptive Statistics Figures in R

(work in progress!!)

Hey there! In this repository you'll find some basic R script for making customized graphs and figure to represent in the best possible way the distribution of your dataset. In these examples, I am using a small dataset that contain the values of two variables: Clay content and OM (organic matter). The figures can be found in the folder figures.

For some scripts (e.g. script_boxplots_LAI), I am not providing the dataset because they are not of free access. Instead, I am providing the reference to the article where the figure was published or the contact of the author of the dataset.

• 1.script_density: density plots of training and validation sets.
• 2.script_boxplots: boxplots of training and validation sets in a facet configuration.
• 3.script_histograms_and_dist: histograms and distribution of two datasets (clay content and OM) in the same graph.
• 4.script_boxplots_LAI: This script presents time series boxplot of the Leaf Area Index (LAI). This script can be used to see the distributions of a dataset obtained in different period. You can find this boxplot in Fig. 8 of the following article.
• 5.script_barplot_circ: This script is used to present a circular barplot to differentiate groups.
• 6.script_corrplot: Making different types of correlation plots.
• 7.script_plotly: Violin interactive plots with plotly. Example from here.
• 8.script_lines_with_sd: Plotting mean spectral curves with their standard deviation. No dataset provided. See the folder figures to find the example.
• script_descriptive_statistics: to perform descriptive graphs (boxplots, histograms, ggridges, etc.). For this, use the dataset dados.