Scatter: Scatter

View source: R/scatterchart.R

ScatterR Documentation

Scatter

Description

Scatter plot

Usage

Scatter(
  x = NULL,
  y = NULL,
  scatter.x.column = 1,
  scatter.y.column = 2,
  scatter.labels = NULL,
  scatter.labels.name = NULL,
  scatter.sizes = NULL,
  scatter.sizes.name = NULL,
  scatter.sizes.column = 3,
  scatter.sizes.as.diameter = FALSE,
  scatter.colors = NULL,
  scatter.colors.name = NULL,
  scatter.colors.column = 4,
  scatter.colors.as.categorical = TRUE,
  scatter.labels.as.hovertext = TRUE,
  scatter.max.labels = 50,
  scatter.max.groups = 50,
  annotation.list = NULL,
  colors = ChartColors(12),
  trend.lines = FALSE,
  logos = NULL,
  logo.size = 0.5,
  fit.type = "None",
  fit.window.size = 3,
  fit.ignore.last = FALSE,
  fit.line.type = "dot",
  fit.line.width = 1,
  fit.line.name = "Fitted",
  fit.line.colors = colors,
  fit.line.opacity = 1,
  fit.CI.show = FALSE,
  fit.CI.colors = fit.line.colors,
  fit.CI.opacity = 0.4,
  legend.show = TRUE,
  legend.orientation = "Vertical",
  legend.wrap = TRUE,
  legend.wrap.nchar = 30,
  tooltip.show = TRUE,
  modebar.show = FALSE,
  zoom.enable = TRUE,
  axis.drag.enable = FALSE,
  global.font.family = "Arial",
  global.font.color = rgb(44, 44, 44, maxColorValue = 255),
  title = "",
  title.font.family = global.font.family,
  title.font.color = global.font.color,
  title.font.size = 16,
  title.align = "center",
  subtitle = "",
  subtitle.font.family = global.font.family,
  subtitle.font.color = global.font.color,
  subtitle.font.size = 12,
  subtitle.align = "center",
  footer = "",
  footer.font.family = global.font.family,
  footer.font.color = global.font.color,
  footer.font.size = 8,
  footer.align = "center",
  footer.wrap = TRUE,
  footer.wrap.nchar = 100,
  data.label.show = FALSE,
  data.label.font.family = global.font.family,
  data.label.font.color = global.font.color,
  data.label.font.autocolor = FALSE,
  data.label.font.size = 10,
  data.label.position = "top middle",
  opacity = NULL,
  background.fill.color = "transparent",
  background.fill.opacity = 1,
  charting.area.fill.color = background.fill.color,
  charting.area.fill.opacity = 0,
  legend.fill.color = background.fill.color,
  legend.fill.opacity = 0,
  legend.border.color = rgb(44, 44, 44, maxColorValue = 255),
  legend.border.line.width = 0,
  legend.font.color = global.font.color,
  legend.font.family = global.font.family,
  legend.font.size = 10,
  legend.position.y = 1,
  legend.position.x = 1.02,
  legend.ascending = NA,
  margin.autoexpand = TRUE,
  margin.top = NULL,
  margin.bottom = NULL,
  margin.left = NULL,
  margin.right = NULL,
  margin.inner.pad = NULL,
  grid.show = TRUE,
  y.title = "",
  y.title.font.color = global.font.color,
  y.title.font.family = global.font.family,
  y.title.font.size = 12,
  y.line.width = 0,
  y.line.color = rgb(0, 0, 0, maxColorValue = 255),
  y.tick.mark.length = 0,
  y.tick.mark.color = "transparent",
  y.bounds.minimum = NULL,
  y.bounds.maximum = NULL,
  y.tick.distance = NULL,
  y.tick.maxnum = NULL,
  y.zero = FALSE,
  y.zero.line.width = 0,
  y.zero.line.color = rgb(225, 225, 225, maxColorValue = 255),
  y.data.reversed = FALSE,
  y.grid.width = 1 * grid.show,
  y.grid.color = rgb(225, 225, 225, maxColorValue = 255),
  y.tick.show = TRUE,
  y.tick.on.label = TRUE,
  y.tick.suffix = "",
  y.tick.prefix = "",
  y.tick.format = "",
  y.hovertext.format = "",
  y.tick.angle = NULL,
  y.tick.font.color = global.font.color,
  y.tick.font.family = global.font.family,
  y.tick.font.size = 10,
  x.title = "",
  x.title.font.color = global.font.color,
  x.title.font.family = global.font.family,
  x.title.font.size = 12,
  x.line.width = 0,
  x.line.color = rgb(0, 0, 0, maxColorValue = 255),
  x.tick.mark.length = 3,
  x.tick.mark.color = "transparent",
  x.bounds.minimum = NULL,
  x.bounds.maximum = NULL,
  x.tick.distance = NULL,
  x.tick.maxnum = 11,
  x.zero = FALSE,
  x.zero.line.width = 0,
  x.zero.line.color = rgb(225, 225, 225, maxColorValue = 255),
  x.data.reversed = FALSE,
  x.grid.width = 1 * grid.show,
  x.grid.color = rgb(225, 225, 225, maxColorValue = 255),
  x.tick.show = TRUE,
  x.tick.on.label = TRUE,
  x.tick.suffix = "",
  x.tick.prefix = "",
  x.tick.format = "",
  x.hovertext.format = "",
  x.tick.angle = NULL,
  x.tick.font.color = global.font.color,
  x.tick.font.family = global.font.family,
  x.tick.font.size = 10,
  x.tick.label.wrap = TRUE,
  x.tick.label.wrap.nchar = 21,
  hovertext.font.family = global.font.family,
  hovertext.font.size = 11,
  hovertext.align = "left",
  hovertext.template = NULL,
  line.thickness = 0,
  line.colors = colors,
  marker.border.width = 1,
  marker.border.colors = colors,
  marker.border.opacity = NULL,
  marker.size = 6,
  marker.symbols = "circle",
  swap.x.and.y = FALSE,
  small.mult.index = NULL,
  legend.bubbles.show = TRUE,
  label.auto.placement = TRUE,
  sz.min = NULL,
  sz.max = NULL,
  sz.scale = NULL,
  col.min = NULL,
  col.max = NULL
)

Arguments

x

A numeric vector for the x-axis coordinates (which may be named); or a matrix or datarame; or a list of matrices where each matrix share the same row and column names.

y

Optional numeric vector for the y-axis coordinates. Should contain the same number of observations as x. If not provided, will use x instead.

scatter.x.column

When x is a dataframe or matrix, the index of the column (1-based) which contains the x-coordinate data.

scatter.y.column

When x is a dataframe or matrix, the index of the column (1-based) which contains the y-coordinate data.

scatter.labels

Optional vector for labelling scatter points. This should be the same length as the number of observations in x and y.

scatter.labels.name

Character; Used for labelling subtitles and footers.

scatter.sizes

Numeric vector determining of the size of each observation. These can alternatively be provided as a column in x.

scatter.sizes.name

Character; Used for labelling footers and legends.

scatter.sizes.column

When x is a dataframe or matrix, the index of the column (1-based) which contains scatter.sizes data.

scatter.sizes.as.diameter

Whether to show the points with diameter (instead of area, which is the default) proportional to the sizes variable.

scatter.colors

Numeric, character, or categorical vector determining the color of each observation. These can alternatively be provided as a column in x.

scatter.colors.name

Character; Used for labelling footers.

scatter.colors.column

When x is a dataframe or matrix, the index of the column (1-based) which contains scatter.colors data.

scatter.colors.as.categorical

Boolean; Whether to treat colors as a categorical groups, or a numeric scale.

scatter.labels.as.hovertext

Logical; if TRUE, labels are shown has hovers; otherwise, as a labeled scatterplot.

scatter.max.labels

Integer; the maximum number of labels to show on a Labeled Scatterplot. If the number of labels is greater than this parameter, extra labels will be hidden by default but can be toggled on by clicking on the marker.

scatter.max.groups

Maximum number of different color categories in data. The is equivalent to the number of enteries in the legend. Increasing this too high may cause performance issues.

annotation.list

Optional list of annotations to modify the data labels.

colors

A vector of colors to use in the chart. When scatter.colors.as.categorical, the vector of colors should have the length as the number of categories in scatter.colors. If scatter.colors is used as numeric vector, then a color ramp is constructed from the colors listed.

trend.lines

Boolean indicating whether to plot trend lines for multiple tables.

logos

Optional list of images to be used to label scatterplot instead of the row names. This should be input as a comma-seperated list of URLs.

logo.size

Numeric controlling the size of the logos.

fit.type

Character; type of line of best fit. Can be one of "None", "Linear", "LOESS", "Friedman's super smoother", "Cubic spline", "Moving average", "Centered moving average".

fit.window.size

Integer; Use to determine how the average is computed when fit.type "Moving average" or "Centered moving average".

fit.ignore.last

Logical; whether to ignore the last data point in the fit.

fit.line.type

Character; One of "solid", "dot", "dash, "dotdash", or length of dash "2px", "5px".

fit.line.width

Numeric; Line width of line of best fit.

fit.line.name

Character; Name of the line of best fit, which will appear in the hovertext.

fit.line.colors

Character; a vector containing one or more colors specified as hex codes.

fit.line.opacity

Opacity of trend line as an alpha value (0 to 1).

fit.CI.show

Show 95% confidence interval.

fit.CI.colors

Character; a vector containing one or more colors specified as hex codes.

fit.CI.opacity

Opacity of confidence interval ribbon as an alpha value (0 to 1).

legend.show

Controls whether legend is shown. This can be a logical (TRUE or FALSE); or a string ("Show" or "Hide"). If it is TRUE or NA (the default), a legend will be shown only if there is more than one data series. To force a legend to be shown even with 1 data series, use "Show" instead.

legend.orientation

Character; One of 'Vertical' or 'Horizontal'

legend.wrap

Logical; whether the legend text should be wrapped.

legend.wrap.nchar

Number of characters (approximately) in each line of the legend when legend.wrap TRUE.

tooltip.show

Logical; whether to show a tooltip on hover.

modebar.show

Logical; whether to show the zoom menu buttons or not.

zoom.enable

Logical; whether to enable zoom on the chart. For Bar and Column charts with data labels it may be useful to turn off zoom because data labels and annotations can be misplace on zoom.

axis.drag.enable

Logical; whether to enable the user to drag along axes. This interaction is available when the cursor shows up as a double-headed arrow when hovering over an axis. It is turned off by default because it can sometimes cause problems with data labels and annotations. Also, is only used when zoom.enable = TRUE. Note that in similar functionality is already available using zoom.

global.font.family

Character; font family for all occurrences of any font attribute for the chart unless specified individually.

global.font.color

Global font color as a named color in character format (e.g. "black") or an a hex code.

title

Character; chart title.

title.font.family

Character; title font family. Can be "Arial Black", "Arial", "Comic Sans MS", "Courier New", "Georgia", "Impact", "Lucida Console", "Lucida Sans Unicode", "Marlett", "Symbol", "Tahoma", "Times New Roman", "Trebuchet MS", "Verdana", "Webdings"

title.font.color

Title font color as a named color in character format (e.g. "black") or a hex code.

title.font.size

Integer; Title font size; default = 10.

title.align

Horizontal alignment of title.

subtitle

Character

subtitle.font.family

Character; subtitle font family

subtitle.font.color

subtitle font color as a named color in character format (e.g. "black") or an a hex code.

subtitle.font.size

Integer; subtitle font size

subtitle.align

Horizontal alignment of subtitle.

footer

Character

footer.font.family

Character; footer font family

footer.font.color

footer font color as a named color in character format (e.g. "black") or an a hex code.

footer.font.size

Integer; footer font size

footer.align

Horizontal alignment of footer.

footer.wrap

Logical; whether the footer text should be wrapped.

footer.wrap.nchar

Number of characters (approximately) in each line of the footer when footer.wrap TRUE.

data.label.show

Logical; whether to show data labels.

data.label.font.family

Character; font family for data label.

data.label.font.color

Font color as a named color in character format (e.g. "black") or an a hex code. This can be a single color, a vector of colors (1 for each series/column), or a comma separated list of colors

data.label.font.autocolor

Boolean; If true, data.label.font.color is ignored and labels are colored according to the series color.

data.label.font.size

Integer; Font size for data label.px.

data.label.position

Character; where to place the source data value in relation to the marker icon. Can be "top left", "top center", "top right", "middle left", "middle center", "middle right", "bottom left", "bottom center", "bottom right".

opacity

of scatter point colors as an alpha value (0 to 1).

background.fill.color

Background color in character format (e.g. "black") or a hex code.

background.fill.opacity

Background opacity as an alpha value (0 to 1).

charting.area.fill.color

Charting area background color as a named color in character format (e.g. "black") or a hex code.

charting.area.fill.opacity

Charting area background opacity as an alpha value (0 to 1).

legend.fill.color

Legend fill color as a named color in character format (e.g. "black") or a hex code.

legend.fill.opacity

Legend fill opacity as an alpha value (0 to 1).

legend.border.color

Legend border color as a named color in character format (e.g. "black") or a hex code.

legend.border.line.width

Width in pixels of the border around the legend. 0 = no border.

legend.font.color

Legend font color as a named color in character format (e.g. "black") or a hex code.

legend.font.family

Character; legend font family.

legend.font.size

Integer; Legend font size.

legend.position.y

A numeric controlling the position of the legend. Values range from 0 (bottom) to 1 (top).

legend.position.x

A numeric controlling the position of the legend. Values range from -0.5 (left) to 1.5 (right).

legend.ascending

Logical; TRUE for ascending, FALSE for descending. By default, we set it to to FALSE if the chart is stacked and TRUE otherwise.

margin.autoexpand

Logical; Whether extra space can be added to the margins to allow space for axis/legend/data labels or other chart elements.

margin.top

Margin between plot area and the top of the graphic in pixels

margin.bottom

Margin between plot area and the bottom of the graphic in pixels

margin.left

Margin between plot area and the left of the graphic in pixels

margin.right

Margin between plot area and the right of the graphic in pixels

margin.inner.pad

Padding in pixels between plot proper and axis lines

grid.show

Logical; whether to show grid lines.

y.title

Character, y-axis title; defaults to chart input values; to turn off set to "FALSE".

y.title.font.color

y-axis title font color as a named color in character format (e.g. "black") or a hex code.

y.title.font.family

Character; y-axis title font family

y.title.font.size

Integer; y-axis title font size

y.line.width

y-axis line width in pixels (0 = no line).

y.line.color

y-axis line color as a named color in character format (e.g. "black") or a hex code.

y.tick.mark.length

Length of tick marks in pixels. Ticks are only shown when y.line.width > 0.

y.tick.mark.color

Color of tick marks (default transparent).

y.bounds.minimum

Minimum of range for plotting; For a date axis this should be supplied as a date string. For a categorical axis, the index of the category (0-based) should be used.

y.bounds.maximum

Maximum of range for plotting; NULL = no manual range set.

y.tick.distance

Distance between tick marks. Requires that y.bounds.minimum and y.bounds.maximum have been set.

y.tick.maxnum

Maximum number of ticks shown on the axis. This setting is ignored if y.tick.distance is set or if the axis is categorical

y.zero

Whether the y-axis should include zero.

y.zero.line.width

Width in pixels of zero line;

y.zero.line.color

Color of horizontal zero line as a named color in character format (e.g. "black") or an rgb value (e.g. rgb(0, 0, 0, maxColorValue = 255)).

y.data.reversed

Logical; whether to reverse y-axis or not

y.grid.width

Width of y-grid lines in pixels; 0 = no line

y.grid.color

Color of y-grid lines as a named color in character format (e.g. "black") or a hex code.

y.tick.show

Whether to display the y-axis tick labels

y.tick.on.label

Logical; Set to FALSE to move grid lines between categories.

y.tick.suffix

y-axis tick label suffix

y.tick.prefix

y-axis tick label prefix

y.tick.format

A string representing a d3 formatting code. See https://github.com/d3/d3/blob/master/API.md#number-formats-d3-format

y.hovertext.format

A string representing a d3 formatting code See https://github.com/d3/d3/blob/master/API.md#number-formats-d3-format

y.tick.angle

y-axis tick label angle in degrees. 90 = vertical; 0 = horizontal

y.tick.font.color

y-axis tick label font color as a named color in character format (e.g. "black") or an a hex code.

y.tick.font.family

Character; y-axis tick label font family

y.tick.font.size

Integer; y-axis tick label font size

x.title

Character, x-axis title; defaults to chart input values; to turn off set to "FALSE".

x.title.font.color

x-axis title font color as a named color in character format (e.g. "black") or an a hex code.

x.title.font.family

Character; x-axis title font family

x.title.font.size

Integer; x-axis title font size

x.line.width

x-axis line in pixels, 0 = no line

x.line.color

x-axis line color as a named color in character format (e.g. "black") or a hex code.

x.tick.mark.length

Length of tick marks in pixels.

x.tick.mark.color

Color of tick marks.

x.bounds.minimum

Minimum of range for plotting; For a date axis this should be supplied as a date string. For a categorical axis, the index of the category (0-based) should be used.

x.bounds.maximum

Maximum of range for plotting; NULL = no manual range set. Must be greater than x.bounds.minimum

x.tick.distance

Tick mark distance in x-axis units between minimum and maximum for plotting; NULL = no manual range set.

x.tick.maxnum

Maximum number of ticks shown on the axis. It defaults to 11 which gives the same output from plotly as NULL. This setting is ignored if x.tick.distance is set or if the axis is categorical

x.zero

Whether the x-axis should include zero.

x.zero.line.width

Width in pixels of zero line.

x.zero.line.color

Color of horizontal zero (origin) line as a named color in character format (e.g. "black") or an rgb value (e.g. rgb(0, 0, 0, maxColorValue = 255)).

x.data.reversed

Logical; whether to reverse x-axis or not

x.grid.width

Width of y-grid lines in pixels; 0 = no line

x.grid.color

Color of y-grid lines as a named color in character format (e.g. "black") or a hex code.

x.tick.show

Whether to display the x-axis tick labels

x.tick.on.label

Logical; Set to FALSE to move grid lines between categories.

x.tick.suffix

x-axis tick label suffix

x.tick.prefix

x-axis tick label prefix

x.tick.format

A string representing a d3 formatting code. See https://github.com/mbostock/d3/wiki/Formatting#numbers

x.hovertext.format

A string representing a d3 formatting code. See https://github.com/mbostock/d3/wiki/Formatting#numbers

x.tick.angle

x-axis tick label angle in degrees. 90 = vertical; 0 = horizontal

x.tick.font.color

X-axis tick label font color as a named color in character format (e.g. "black") or an a hex code.

x.tick.font.family

Character; x-axis tick label font family

x.tick.font.size

Integer; x-axis tick label font size

x.tick.label.wrap

Logical; whether to wrap long labels on the x-axis.

x.tick.label.wrap.nchar

Integer; number of characters in each line when label.wrap is TRUE.

hovertext.font.family

Font family of hover text.

hovertext.font.size

Font size of hover text.

hovertext.align

Horizontal alignment of hover text. Only observable when hover contain multiple lines.

hovertext.template

Specify format of the hovertext. This can be a string or matrix which is the same dimensions as chart.matrix. If no format is specified the default is for categorical x-axis "%x: %y" or for a numerical x-axis "(%x, %y)".

line.thickness

Thickness, in pixels, of the series line

line.colors

Character; a vector containing one or more named

marker.border.width

Width in pixels of border/line around markers; 0 is no line.

marker.border.colors

Character; a vector containing one or more colors specified as hex codes.

marker.border.opacity

Opacity of border/line around markers as an alpha value (0 to 1).

marker.size

Size in pixels of marker. This is overriden if scatter.sizes is provided, but used for the legend if scatter.colors.as.categorical.

marker.symbols

Character; a vector describing the symbol used for each data series. See https://plotly-r.com/working-with-symbols.html for a list of symbol names. Note there is no corresponding parameter for LabeledScatter.

swap.x.and.y

Swap the x and y axis around on the chart.

small.mult.index

Used by Small Multiples to add prefixes to warnings.

legend.bubbles.show

Logical; show legend for bubble sizes.

label.auto.placement

Logical; whether the scatter plot labels are positioned automatically to reduce overlap.

sz.min

Parameter to control scaling of scatter.sizes, used by SmallMultiples

sz.max

Parameter to control scaling of scatter.sizes, used by SmallMultiples

sz.scale

Parameter to control scaling of scatter.sizes. Marker size (in pixels) of the points with the largest value of scatter.size. This defaults to 100/6 of marker.size.

col.min

Parameter to control scaling of scatter.colors, used by SmallMultiples

col.max

Parameter to control scaling of scatter.colors, used by SmallMultiples

Examples

z <- structure(c(1L, 2L, 3L, 4L, 5L, 2L, 3L, 4L, 5L, 6L),  .Dim = c(5L, 2L),
      .Dimnames = list(c("T", "U", "V", "W", "X"), c("A", "B")))
Column(z, type="Stacked Column")

Displayr/flipStandardCharts documentation built on Feb. 26, 2024, 12:42 a.m.