dplot3_x: Interactive Univariate Plots

In egenn/rtemis: Machine Learning and Visualization

Interactive Univariate Plots

Description

Draw interactive univariate plots using plotly

Usage

dplot3_x(
  x,
  type = c("density", "histogram"),
  mode = c("overlap", "ridge"),
  group = NULL,
  main = NULL,
  xlab = NULL,
  ylab = NULL,
  col = NULL,
  alpha = 0.75,
  plot.bg = NULL,
  theme = rtTheme,
  palette = rtPalette,
  axes.square = FALSE,
  group.names = NULL,
  font.size = 16,
  font.alpha = 0.8,
  legend = NULL,
  legend.xy = c(0, 1),
  legend.col = NULL,
  legend.bg = "#FFFFFF00",
  legend.border.col = "#FFFFFF00",
  bargap = 0.05,
  vline = NULL,
  vline.col = theme$fg,
  vline.width = 1,
  vline.dash = "dot",
  text = NULL,
  text.x = 1,
  text.xref = "paper",
  text.xanchor = "left",
  text.y = 1,
  text.yref = "paper",
  text.yanchor = "top",
  text.col = theme$fg,
  margin = list(b = 65, l = 65, t = 50, r = 10, pad = 0),
  automargin.x = TRUE,
  automargin.y = TRUE,
  zerolines = FALSE,
  density.kernel = "gaussian",
  density.bw = "SJ",
  histnorm = c("", "density", "percent", "probability", "probability density"),
  histfunc = c("count", "sum", "avg", "min", "max"),
  hist.n.bins = 20,
  barmode = "overlay",
  ridge.sharex = TRUE,
  ridge.y.labs = FALSE,
  ridge.order.on.mean = TRUE,
  displayModeBar = TRUE,
  modeBar.file.format = "svg",
  width = NULL,
  height = NULL,
  filename = NULL,
  file.width = 500,
  file.height = 500,
  file.scale = 1,
  ...
)

Arguments

x	Numeric, vector / data.frame /list: Input. If not a vector, each column of or each element
type	Character: "density" or "histogram"
mode	Character: "overlap", "ridge". How to plot different groups; on the same axes ("overlap"), or on separate plots with the same x-axis ("ridge")
group	Vector: Will be converted to factor; levels define group members. Default = NULL
main	Character: Main plot title.
xlab	Character: x-axis label.
ylab	Character: y-axis label.
col	Color, vector: Color for bars. Default NULL, which will draw colors from palette
alpha	Float (0, 1]: Transparency for bar colors. Default = .8
plot.bg	Color: Background color for plot area
theme	Character: Theme to use: Use themes() to get available themes
palette	Character: Name of rtemis palette to use. Default = "rtCol1". Only used if col = NULL
axes.square	Logical: If TRUE: draw a square plot to fill the graphic device. Default = FALSE. Note: If TRUE, the device size at time of call is captured and height and width are set so as to draw the largest square available. This means that resizing the device window will not automatically resize the plot.
group.names	Character, vector, length = NROW(x): Group names. Default = NULL, which uses rownames(x)
font.size	Float: Font size for all labels. Default = 16
font.alpha	Float: Alpha transparency for font.
legend	Logical: If TRUE, draw legend. Default = NULL, which will be set to TRUE if x is a list of more than 1 element
legend.xy	Float, vector, length 2: Relative x, y position for legend. Default = c(0, 1), which places the legend top left within the plot area. Set to NULL to place legend top right beside the plot area
legend.col	Color: Legend text color. Default = NULL, determined by theme
legend.bg	Color: Background color for legend
legend.border.col	Color: Border color for legend
bargap	Float: The gap between adjacent histogram bars in plot fraction.
vline	Float, vector: If defined, draw a vertical line at this x value(s). Default = NULL
vline.col	Color for vline. Default = theme$fg
vline.width	Float: Width for vline. Default = 1
vline.dash	Character: Type of line to draw: "solid", "dot", "dash", "longdash", "dashdot", or "longdashdot"
text	Character: If defined, add this text over the plot
text.x	Float: x-coordinate for text
text.xref	Character: "x": text.x refers to plot's x-axis; "paper": text.x refers to plotting area from 0-1
text.xanchor	Character: "auto", "left", "center", "right"
text.y	Float: y-coordinate for text
text.yref	Character: "y": text.y refers to plot's y-axis; "paper": text.y refers to plotting area from 0-1
text.yanchor	Character: "auto", "top", "middle", "bottom"
text.col	Color for text. Default = theme$fg
margin	Named list: plot margins.
automargin.x	Logical: If TRUE, automatically set x-axis amrgins
automargin.y	Logical: If TRUE, automatically set y-axis amrgins
zerolines	Logical: If TRUE, draw lines at y = 0.
density.kernel	Character: Kernel to use for density estimation.
density.bw	Character: Bandwidth to use for density estimation.
histnorm	Character: NULL, "percent", "probability", "density", "probability density"
histfunc	Character: "count", "sum", "avg", "min", "max".
hist.n.bins	Integer: Number of bins to use if type = "histogram".
barmode	Character: Type of bar plot to make: "group", "relative", "stack", "overlay". Default = "group". Use "relative" for stacked bars, wich handles negative values correctly, unlike "stack", as of writing.
ridge.sharex	Logical: If TRUE, draw single x-axis when mode = "ridge".
ridge.y.labs	Lofical: If TRUE, show individual y labs when mode = "ridge".
ridge.order.on.mean	Logical: If TRUE, order groups by mean value when mode = "ridge". Turn to FALSE, if, for example, groups are ordered by date or similar.
displayModeBar	Logical: If TRUE, show plotly's modebar
modeBar.file.format	Character: "svg", "png", "jpeg", "pdf" / any output file type supported by plotly and your system
width	Float: Force plot size to this width. Default = NULL, i.e. fill available space
height	Float: Force plot size to this height. Default = NULL, i.e. fill available space
filename	Character: Path to file to save static plot. Default = NULL
file.width	Integer: File width in pixels for when filename is set.
file.height	Integer: File height in pixels for when filename is set.
file.scale	Numeric: If saving to file, scale plot by this number
...	Additional arguments passed to theme

Details

If input is data.frame, non-numeric variables will be removed

Value

A plotly object

Author(s)

E.D. Gennatas

Examples

## Not run: 
dplot3_x(iris)
dplot3_x(split(iris$Sepal.Length, iris$Species), xlab = "Sepal Length")

## End(Not run)

egenn/rtemis documentation built on May 4, 2024, 7:40 p.m.