This function constructs a diamond plot using ggDiamondLayer
. It's normally not necessary to call this function directly: instead, use meansDiamondPlot
, meanSDtoDiamondPlot
, and factorLoadingDiamondCIplot
.
diamondPlot(data, ciCols = 1:3, colorCol = NULL, otherAxisCol = NULL, yValues = NULL, yLabels = NULL, ylab = NULL, autoSize = NULL, fixedSize = 0.15, xlab = "Effect Size Estimate", theme = theme_bw(), color = "black", returnLayerOnly = FALSE, outputFile = NULL, outputWidth = 10, outputHeight = 10, ggsaveParams = list(units='cm', dpi=300, type="cairo"), ...)
data | A dataframe (or matrix) containing lower bounds, centers (e.g. means), and upper bounds of intervals (e.g. confidence intervals). |
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ciCols | The columns in the dataframe with the lower bounds, centers (e.g. means), and upper bounds (in that order). |
colorCol | The column in the dataframe containing the colors for each diamond, or a vector with colors (with as many elements as the dataframe has rows). |
otherAxisCol | The column in the dataframe containing the values that
determine where on the Y axis the diamond should be
placed. If this is not available in the dataframe,
specify it manually using |
yValues | The values that determine where on the Y axis the diamond should be
placed (can also be a column in the dataframe; in that case,
use |
yLabels | The labels to use for for each diamond (placed on the Y axis). |
xlab, ylab | The labels of the X and Y axes. |
autoSize | Whether to make the height of each diamond conditional upon its length (the width of the confidence interval). |
fixedSize | If not using relative heights, |
theme | The theme to use. |
color | Color to use if colors are specified for each diamond. |
returnLayerOnly | Set this to TRUE to only return the |
outputFile | A file to which to save the plot. |
outputWidth, outputHeight | Width and height of saved plot (specified in centimeters by default, see |
ggsaveParams | Parameters to pass to ggsave when saving the plot. |
… | Additional arguments will be passed to |
A ggplot
plot with a ggDiamondLayer
is returned.
tmpDf <- data.frame(lo = c(1, 2, 3), mean = c(1.5, 3, 5), hi = c(2, 4, 10), color = c('green', 'red', 'blue')); ### A simple diamond plot diamondPlot(tmpDf);### A diamond plot using the specified colours diamondPlot(tmpDf, colorCol = 4);### A diamond plot using automatically generated colours ### using a gradient diamondPlot(tmpDf, generateColors=c('green', 'red'));### A diamond plot using automatically generated colours ### using a gradient, specifying the minimum and maximum ### possible values that can be attained diamondPlot(tmpDf, generateColors=c('green', 'red'), fullColorRange=c(1, 10));