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ggplot2 Layer for Visualizing Sports Team Logos

Source: R/geom_sdv_logos.R
geom_sdv_logos.Rd

This geom is used to plot sports team logos instead of points in a ggplot. It requires x, y aesthetics as well as a valid team identifier: anything sdv_resolve() accepts, or a conference or league key. A league's teams are listed by sdv_teams().

Usage

geom_sdv_logos(
  mapping = NULL,
  data = NULL,
  stat = "identity",
  position = "identity",
  ...,
  league,
  id_system = "auto",
  strict = FALSE,
  na.rm = FALSE,
  show.legend = FALSE,
  inherit.aes = TRUE
)

GeomSDVlogo

Arguments

mapping

Set of aesthetic mappings created by aes(). If specified and inherit.aes = TRUE (the default), it is combined with the default mapping at the top level of the plot. You must supply mapping if there is no plot mapping.

data

The data to be displayed in this layer. There are three options:

If NULL, the default, the data is inherited from the plot data as specified in the call to ggplot().

A data.frame, or other object, will override the plot data. All objects will be fortified to produce a data frame. See fortify() for which variables will be created.

A function will be called with a single argument, the plot data. The return value must be a data.frame, and will be used as the layer data. A function can be created from a formula (e.g. ~ head(.x, 10)).

stat

The statistical transformation to use on the data for this layer. When using a geom_*() function to construct a layer, the stat argument can be used to override the default coupling between geoms and stats. The stat argument accepts the following:

  • A Stat ggproto subclass, for example StatCount.

  • A string naming the stat. To give the stat as a string, strip the function name of the stat_ prefix. For example, to use stat_count(), give the stat as "count".

  • For more information and other ways to specify the stat, see the layer stat documentation.

position

A position adjustment to use on the data for this layer. This can be used in various ways, including to prevent overplotting and improving the display. The position argument accepts the following:

  • The result of calling a position function, such as position_jitter(). This method allows for passing extra arguments to the position.

  • A string naming the position adjustment. To give the position as a string, strip the function name of the position_ prefix. For example, to use position_jitter(), give the position as "jitter".

  • For more information and other ways to specify the position, see the layer position documentation.

...

Other arguments passed on to layer()'s params argument. These arguments broadly fall into one of 4 categories below. Notably, further arguments to the position argument, or aesthetics that are required can not be passed through .... Unknown arguments that are not part of the 4 categories below are ignored.

  • Static aesthetics that are not mapped to a scale, but are at a fixed value and apply to the layer as a whole. For example, colour = "red" or linewidth = 3. The geom's documentation has an Aesthetics section that lists the available options. The 'required' aesthetics cannot be passed on to the params. Please note that while passing unmapped aesthetics as vectors is technically possible, the order and required length is not guaranteed to be parallel to the input data.

  • When constructing a layer using a stat_*() function, the ... argument can be used to pass on parameters to the geom part of the layer. An example of this is stat_density(geom = "area", outline.type = "both"). The geom's documentation lists which parameters it can accept.

  • Inversely, when constructing a layer using a geom_*() function, the ... argument can be used to pass on parameters to the stat part of the layer. An example of this is geom_area(stat = "density", adjust = 0.5). The stat's documentation lists which parameters it can accept.

  • The key_glyph argument of layer() may also be passed on through .... This can be one of the functions described as key glyphs, to change the display of the layer in the legend.

league

A league key from sdv_leagues(). Required: one abbreviation means different teams in different leagues.

id_system

"auto" (try every id system in priority order) or one id system: "team_id", "espn", "espn_abbr", "nhl", "nflverse", "mlbstats", "nba_api", "hockeytech", "ncaa", "pff", "cricinfo", "cfbd", "bref", "sportsipy", "fangraphs", "yahoo", "kenpom", "torvik", "sdvplotr", "name", or one "auto" never tries because its numbers overlap ESPN's: "nhl_id" (NHL stats API ids), "fox", "cbs", "sports247" (247Sports team and institution ids) or "on3".

strict

If TRUE, a value that does not resolve is an error; otherwise it becomes NA with one warning per call.

na.rm

If FALSE, the default, missing values are removed with a warning. If TRUE, missing values are silently removed.

show.legend

logical. Should this layer be included in the legends? NA, the default, includes if any aesthetics are mapped. FALSE never includes, and TRUE always includes. It can also be a named logical vector to finely select the aesthetics to display. To include legend keys for all levels, even when no data exists, use TRUE. If NA, all levels are shown in legend, but unobserved levels are omitted.

inherit.aes

If FALSE, overrides the default aesthetics, rather than combining with them. This is most useful for helper functions that define both data and aesthetics and shouldn't inherit behaviour from the default plot specification, e.g. annotation_borders().

Value

A ggplot2 layer (ggplot2::layer()) that can be added to a plot created with ggplot2::ggplot().

Aesthetics

geom_sdv_logos() understands the following aesthetics (required aesthetics are in bold):

x

- The x-coordinate.

y

- The y-coordinate.

team

- The team: an abbreviation, name or id, resolved by sdv_resolve().

alpha = NULL

- The alpha channel, i.e. transparency level, as a numerical value between 0 and 1.

colour = NULL

- The image will be colorized with this colour. Use the special character "b/w" to set it to black and white.

angle = 0

- The angle of the image as a numerical value between 0 and 360 degrees.

hjust = 0.5

- The horizontal adjustment relative to the given x coordinate.

vjust = 0.5

- The vertical adjustment relative to the given y coordinate.

width = 1.0

- The desired width of the image in npc (Normalised Parent Coordinates). A typical size is width = 0.075.

height = 1.0

- The desired height of the image in npc. A typical size is height = 0.1.

season = NA

- The season whose logo to draw: the ending year for the NHL (1990 for 1989-90), the year elsewhere. NA draws the team's logo today. See the Historical logos section.

Historical logos

Given a season, a team is drawn with the mark it wore that season where the SportsDataverse logo archive dates its marks, and with its current mark otherwise. The season also picks the team a reused code meant then (see sdv_resolve()). The images are copies kept in the archive, so they don't change when a league reuses a file name. SVG marks are read with the 'rsvg' package. season takes single years: the ending year for split seasons (2005 for 2004-05).

Examples

# \donttest{
library(sdvplotR)
library(ggplot2)

team_abbr <- sdv_teams("nfl")$abbr[1:8]

df <- data.frame(
  a = rep(1:4, 2),
  b = rep(2:1, each = 4),
  teams = team_abbr
)

ggplot(df, aes(x = a, y = b)) +
  geom_sdv_logos(aes(team = teams), league = "nfl", width = 0.075) +
  geom_label(aes(label = teams), nudge_y = -0.35, alpha = 0.5) +
  theme_void()


# the logo each team wore that season (NHL seasons are ending years;
# the NHL's marks are SVG files, read with the 'rsvg' package)
if (requireNamespace("rsvg", quietly = TRUE)) {
  old <- data.frame(
    x = 1:4, y = 1,
    team = c("QUE", "HFD", "ATL", "WPG"),
    season = c(1990, 1995, 2005, 2015)
  )
  ggplot(old, aes(x = x, y = y)) +
    geom_sdv_logos(aes(team = team, season = season), league = "nhl", width = 0.2) +
    theme_void()
}

# }