ly_points {rbokeh} | R Documentation

## Add a "points" layer to a Bokeh figure

### Description

Add a "points" layer to a Bokeh figure

### Usage

    ly_points(fig, x, y = NULL, data = figure_data(fig), glyph = 21,
      color = NULL, alpha = 1, size = 10, hover = NULL, url = NULL,
      legend = NULL, lname = NULL, lgroup = NULL, visible = TRUE, ...)

### Arguments

`fig` | figure to modify
`x` | values or field name of center x coordinates
`y` | values or field name of center y coordinates
`data` | an optional data frame, providing the source for inputs x, y, and other glyph properties
`glyph` | value(s) or field name of the glyph to use (see `point_types`)
`color` | color for the glyph - a hex code (with no alpha) or any of the 147 named CSS colors, e.g 'green', 'indigo' - for glyphs with both fill and line properties, see "Handling color" below
`alpha` | the alpha transparency of the glyph between 0 (transparent) and 1 (opaque) - if glyph has both fill and color properties, see "Handling alpha" below
`size` | size of the glyph in screen units
`hover` | a data frame of variables to be displayed when hovering over the glyph or a vector of variable names that can be found and extracted from the `data` argument
`url` | a string of URLs or a single string that references a variable name (via @var_name) that can be found and extracted from the `data` argument
`legend` | either a logical specifying not to plot a legend for this layer (FALSE) or a string indicating the name of the legend entry for this layer (note that when mapping plot attributes to variables in `data`, a legend is automatically created and does not need to be specified - see "Mapped plot attributes and legends" below)
`lname` | layer name
`lgroup` | layer group
`visible` | should the layer be visible?
`...` | additional parameters for fine control over fill and line properties (see "Additional parameters" below)

### Handling color

The `color` parameter is a high-level plot attribute that provides default behavior for coloring glyphs.

- When using a glyph that only has line properties, this will be the color of the line.

- When using a glyph that has has line and fill properties, this will be the color of the line and the fill, with the alpha level of the fill reduced by 50%.

- If full control over fill and line color is desired, the `fill_color` and `line_color` attributes can be specified explicitly and will override `color`.

When color is `NULL` and `fill_color` or `line_color` are not specified, the color will be chosen from the theme.

### Handling alpha

The `alpha` is a high-level plot attribute that sets the transparency of the glyph being plotted.

- When using a glyph that only has line properties, this will be the alpha of the line.

- When using a glyph that has has line and fill properties, this will be the alpha of the line and the alpha of the fill will be set to 50% of this value.

- Individual fill and line alpha can be specified with `fill_alpha` and `line_alpha` and will override `alpha`.

### Mapped plot attributes and legends

When specifying an input data frame for a layer through the `data` argument, columns of `data` can be used to specify various plot attributes such as `color`, etc. For example, with `ly_points(..., data = iris, color = Species)`, the `Species` variable is used to determine how to color the points. Here, `Species` is "mapped" to the `color` attribute. Both continuous and categorical variables can be mapped. In the case of continuous variables, the range is cut into slices and attributes are applied to each interval. The mapping from the values of the variable to the actual plot attributes is determined based on the theme.

### Additional parameters

`fill_color` | color to use to fill the glyph with - a hex code (with no alpha) or any of the 147 named CSS colors, e.g 'green', 'indigo'
`fill_alpha` | transparency value between 0 (transparent) and 1 (opaque)
`line_color` | color to use to stroke lines with - a hex code (with no alpha) or any of the 147 named CSS colors, e.g 'green', 'indigo'
`line_width` | stroke width in units of pixels
`line_alpha` | transparency value between 0 (transparent) and 1 (opaque)
`line_join` | how path segments should be joined together 'miter' 'round' 'bevel'
`line_cap` | how path segments should be terminated 'butt' 'round' 'square'
`line_dash` | array of integer pixel distances that describe the on-off pattern of dashing to use
`line_dash_offset` | the distance in pixels into the line_dash that the pattern should start from

### See Also

Other layer functions: `ly_abline`, `ly_annular_wedge`, `ly_annulus`, `ly_arc`, `ly_bar`, `ly_bezier`, `ly_boxplot`, `ly_contour`, `ly_crect`, `ly_curve`, `ly_density`, `ly_hist`, `ly_image_url`, `ly_image`, `ly_lines`, `ly_map`, `ly_multi_line`, `ly_oval`, `ly_patch`, `ly_polygons`, `ly_quadratic`, `ly_quantile`, `ly_ray`, `ly_rect`, `ly_segments`, `ly_text`, `ly_wedge`

### Examples

    figure() %>%
      ly_points(Sepal.Length, Sepal.Width, data = iris,
        color = Species, glyph = Species,
        hover = list(Sepal.Length, Sepal.Width))

    # custom hover
    mtcars$model <- row.names(mtcars)
    figure() %>%
      ly_points(disp, mpg, data = mtcars, color = cyl,
        hover = "This <strong>@model</strong><br>has @hp horsepower!")

    z <- lm(dist ~ speed, data = cars)
    p <- figure() %>%
      ly_points(cars, hover = cars) %>%
      ly_lines(lowess(cars), legend = "lowess") %>%
      ly_abline(z, type = 2, legend = "lm", width = 2)
    p

[Package rbokeh version 0.5.0 Index]