- Fix usage of
structure(NULL)for R-devel compatibility (#1968).
Downloads
Major new features
Subtitle and caption
Thanks to @hrbrmstr plots now have subtitles and captions, which can be set with the subtitle and caption arguments to ggtitle() and labs(). You can control their appearance with the theme settings plot.caption and plot.subtitle. The main plot title is now left-aligned to better work better with a subtitle. The caption is right-aligned (@hrbrmstr).
Stacking
position_stack() and position_fill() now sort the stacking order to match grouping order. This allows you to control the order through grouping, and ensures that the default legend matches the plot (#1552, #1593). If you want the opposite order (useful if you have horizontal bars and horizontal legend), you can request reverse stacking by using position = position_stack(reverse = TRUE) (#1837).
position_stack() and position_fill() now accepts negative values which will create stacks extending below the x-axis (#1691).
position_stack() and position_fill() gain a vjust argument which makes it easy to (e.g.) display labels in the middle of stacked bars (#1821).
Layers
geom_col() was added to complement geom_bar() (@hrbrmstr). It uses stat="identity" by default, making the y aesthetic mandatory. It does not support any other stat_() and does not provide fallback support for the binwidth parameter. Examples and references in other functions were updated to demonstrate geom_col() usage.
When creating a layer, ggplot2 will warn if you use an unknown aesthetic or an unknown parameter. Compared to the previous version, this is stricter for aesthetics (previously there was no message), and less strict for parameters (previously this threw an error) (#1585).
Facetting
The facet system, as well as the internal panel class, has been rewritten in ggproto. Facets are now extendable in the same manner as geoms and stats, as described in vignette("extending-ggplot2").
We have also added the following new fatures.
facet_grid()andfacet_wrap()now allow expressions in their facetting
formulas (@DanRuderman, #1596).- When
facet_wrap()results in an uneven number of panels, axes will now be
drawn underneath the hanging panels (fixes #1607) - Strips can now be freely positioned in
facet_wrap()using the
strip.positionargument (deprecatesswitch). - The relative order of panel, strip, and axis can now be controlled with
the theme settingstrip.placementthat takes eitherinside(strip between
panel and axis) oroutside(strip after axis). - The theme option
panel.marginhas been deprecated in favour of
panel.spacingto more clearly communicate intent.
Extensions
Unfortunately there was a major oversight in the construction of ggproto which lead to extensions capturing the super object at package build time, instead of at package run time (#1826). This problem has been fixed, but requires re-installation of all extension packages.
Scales
- The position of x and y axes can now be changed using the
positionargument
inscale_x_*andscale_y_*which can taketopandbottom, andleft
andrightrespectively. The themes of top and right axes can be modified
using the.topand.rightmodifiers toaxis.text.*andaxis.title.*.
Continuous scales
scale_x_continuous()andscale_y_continuous()can now display a secondary
axis that is a one-to-one transformation of the primary axis (e.g. degrees
Celcius to degrees Fahrenheit). The secondary axis will be positioned opposite
to the primary axis and can be controlled with thesec.axisargument to
the scale constructor.- Scales worry less about having breaks. If no breaks can be computed, the
plot will work instead of throwing an uninformative error (#791). This
is particularly helpful when you have facets with free scales, and not
all panels contain data. - Scales now warn when transformation introduces infinite values (#1696).
Date time
scale_*_datetime()now supports time zones. It will use the timezone
attached to the varaible by default, but can be overridden with the
timezoneargument.- New
scale_x_time()andscale_y_time()generate reasonable default
breaks and labels for hms vectors (#1752).
Discrete scales
The treatment of missing values by discrete scales has been thoroughly overhauled (#1584). The underlying principle is that we can naturally represent missing values on discrete variables (by treating just like another level), so by default we should.
This principle applies to:
- character vectors
- factors with implicit NA
- factors with explicit NA
And to all scales (both position and non-position.)
Compared to the previous version of ggplot2, there are three main changes:
scale_x_discrete()andscale_y_discrete()always show discrete NA,
regardless of their source- If present,
NAs are shown in discete legends. - All discrete scales gain a
na.translateargument that allows you to
control whetherNAs are translated to something that can be visualised,
or should be left as missing. Note that if you don't translate (i.e.
na.translate = FALSE)the missing values will passed on to the layer,
which will warning that it's dropping missing values. To suppress the
warnings, you'll also need to addna.rm = TRUEto the layer call.
There were also a number of other smaller changes
- Correctly use scale expansion factors.
- Don't preserve space for dropped levels (#1638).
- Only issue one warning when when asking for too many levels (#1674).
- Unicode labels work better on Windows (#1827).
- Warn when used with only continuous data (#1589)
Themes
- The
theme()constructor now has named arguments rather than ellipses. This
should make autocomplete substantially more useful. The documentation
(including exampes) has been considerably improved. - Built-in themes are more visually homogeneous, and match
theme_greybetter.
(@jiho, #1679) - When computing the height of titles, ggplot2 now includes the height of the
descenders (i.e. the bits ofgandythat hang beneath the baseline). This
improves the margins around titles, particularly the y axis label (#1712).
I have also very slightly increased the inner margins of axis titles, and
removed the outer margins. - Theme element inheritance is now easier to work with as modification now
overrides defaultelement_blankelements (#1555, #1557, #1565, #1567) - Horizontal legends (i.e. legends on the top or bottom) are horizontally
aligned by default (#1842). Uselegend.box = "vertical"to switch back
to the previous behaviour. element_line()now takes anarrowargument to specify arrows at the end of
lines (#1740)
There were a number of tweaks to the theme elements that control legends:
legend.justificationnow controls appearance will plotting the legend
outside of the plot area. For example, you can use
theme(legend.justification = "top")to make the legend align with the
top of the plot.panel.marginandlegend.marginhave been renamed topanel.spacingand
legend.spacingrespectively, to better communicate intent (they only
affect spacing between legends and panels, not the margins around them)legend.marginnow controls margin around individual legends.- New
legend.box.background,legend.box.spacing, andlegend.box.margin
control the background, spacing, and margin of the legend box (the region
that contains all legends).
Bug fixes and minor improvements
- ggplot2 now imports tibble. This ensures that all built-in datasets print
compactly even if you haven't explicitly loaded tibble or dplyr (#1677). - Class of aesthetic mapping is preserved when adding
aes()objects (#1624). +.ggnow works for lists that include data frames.annotation_x()now works in the absense of global data (#1655)geom_*(show.legend = FALSE)now works forguide_colorbar.geom_boxplot()gains newoutlier.alpha(@jonathan-g) and
outlier.fill(@schloerke, #1787) parameters to control the alpha/fill of
outlier points independently of the alpha of the boxes.position_jitter()(and hencegeom_jitter()) now correctly computes
the jitter width/jitter when supplied by the user (#1775, @has2k1).geom_contour()more clearly describes what inputs it needs (#1577).geom_curve()respects thelineendparamater (#1852).geom_histogram()andstat_bin()understand thebreaksparameter once
more. (#1665). The floating point adjustment for histogram bins is now
actually used - it was previously inadvertently ignored (#1651).geom_violin()no longer transforms quantile lines with the alpha aesthetic
(@mnbram, #1714). It no longer errors when quantiles are requested but data
have zero range (#1687). Whentrim = FALSEit once again has a nice
range that allows the density to reach zero (by extending the range 3
bandwidths to either side of the data) (#1700).geom_dotplot()works better when facetting and binning on the y-axis.
(#1618, @has2k1).geom_hexbin()once again supports..density..(@mikebirdgeneau, #1688).geom_step()gives useful warning if only one data point in layer (#1645).layer()gains newcheck.aesandcheck.paramarguments. These allow
geom/stat authors to optional suppress checks for known aesthetics/parameters.
Currently this is used only ingeom_blank()which powersexpand_limits()
(#1795).- All
stat_*()display a better error message when required aesthetics are
missing. stat_bin()andstat_summary_hex()now accept length 1binwidth(#1610)stat_density()gains new argumentn, which is passed to underlying function
stats::density("number of equally spaced points at which the
density is to be estimated"). (@hbuschme)stat_binhex()now again returnscountrather thanvalue(#1747)stat_ecdf()respectspadargument (#1646).stat_smooth()once again informs you about the method it has chosen.
It also correctly calculates the size of the largest group within facets.xandyscales are now symmetric regarding the list of
aesthetics they accept:xmin_final,xmax_final,xlower,
xmiddleandxupperare now validxaesthetics.Scaleextensions can now override themake_titleandmake_sec_title
methods to let the scale modify the axis/legend titles.
Downloads
New features
- When mapping an aesthetic to a constant (e.g.
geom_smooth(aes(colour = "loess")))), the default guide title is the name
of the aesthetic (i.e. "colour"), not the value (i.e. "loess") (#1431). layer()now accepts a function as the data argument. The function will be
applied to the data passed to theggplot()function and must return a
data.frame (#1527, @thomasp85). This is a more general version of the
deprecatedsubsetargument.theme_update()now uses the+operator instead of%+replace%, so that
unspecified values will no longer beNULLed out.theme_replace()
preserves the old behaviour if desired (@oneillkza, #1519).stat_bin()has been overhauled to use the same algorithm as ggvis, which
has been considerably improved thanks to the advice of Randy Prium (@rpruim).
This includes:- Better arguments and a better algorithm for determining the origin.
You can now specify eitherboundaryor thecenterof a bin.
originhas been deprecated in favour of these arguments. dropis deprecated in favour ofpad, which adds extra 0-count bins
at either end (needed for frequency polygons).geom_histogram()defaults
topad = FALSEwhich considerably improves the default limits for
the histogram, especially when the bins are big (#1477).- The default algorithm does a (somewhat) better job at picking nice widths
and origins across a wider range of input data. bins = nnow gives a histogram withnbins, notn + 1(#1487).
- Better arguments and a better algorithm for determining the origin.
Bug fixes
- All
\donttest{}examples run. - All
geom_()andstat_()functions now have consistent argument order:
data + mapping, then geom/stat/position, then..., then specific arguments,
then arguments common to all layers (#1305). This may break code if you were
previously relying on partial name matching, but in the long-term should make
ggplot2 easier to use. In particular, you can now set thenparameter
ingeom_density2d()without it partially matchingna.rm(#1485). - For geoms with both
colourandfill,alphaonce again only affects
fill (Reverts #1371, #1523). This was causing problems for people. facet_wrap()/facet_grid()works with multiple empty panels of data
(#1445).facet_wrap()correctly swapsnrowandncolwhen facetting vertically
(#1417).ggsave("x.svg")now uses svglite to produce the svg (#1432).geom_boxplot()now understandsoutlier.color(#1455).geom_path()knows that "solid" (not just 1) represents a solid line (#1534).geom_ribbon()preserves missing values so they correctly generate a
gap in the ribbon (#1549).geom_tile()once again acceptswidthandheightparameters (#1513).
It usesdraw_key_polygon()for better a legend, including a coloured
outline (#1484).layer()now automatically adds ana.rmparameter if none is explicitly
supplied.position_jitterdodge()now works on all possible dodge aesthetics,
e.g.color,linetypeetc. instead of only based onfill(@bleutner)position = "nudge"now works (although it doesn't do anything useful)
(#1428).- The default scale for columns of class "AsIs" is now "identity" (#1518).
scale_*_discrete()has better defaults when used with purely continuous
data (#1542).scale_size()warns when used with categorical data.scale_size(),scale_colour(), andscale_fill()gain date and date-time
variants (#1526).stat_bin_hex()andstat_bin_summary()now use the same underlying
algorithm so results are consistent (#1383).stat_bin_hex()now accepts
aweightaesthetic. To be consistent with related stats, the output variable
fromstat_bin_hex()is now value instead of count.stat_density()gains abwparameter which makes it easy to get consistent
smoothing between facets (@jiho)stat-density-2d()no longer ignores thehparameter, and now accepts
binsandbinwidthparameters to control the number of contours
(#1448, @has2k1).stat_ecdf()does a better job of adding padding to -Inf/Inf, and gains
an argumentpadto suppress the padding if not needed (#1467).stat_function()gains anxlimparameter (#1528). It once again works
with discrete x values (#1509).stat_summary()preserves sorted x order which avoids artefacts when
display results withgeom_smooth()(#1520).- All elements should now inherit correctly for all themes except
theme_void().
(@Katiedaisey, #1555) theme_void()was completely void of text but facets and legends still
need labels. They are now visible (@jiho).- You can once again set legend key and height width to unit arithmetic
objects (like2 * unit(1, "cm")) (#1437). - Eliminate spurious warning if you have a layer with no data and no aesthetics
(#1451). - Removed a superfluous comma in
theme-defaults.rcode (@jschoeley) - Fixed a compatibility issue with
ggprotoand R versions prior to 3.1.2.
(#1444)
Downloads
Major changes
-
ggplot no longer throws an error if you your plot has no layers. Instead it
automatically addsgeom_blank()(#1246). -
New
cut_width()is a convenient replacement for the verbose
plyr::round_any(), with the additional benefit of offering finer
control. -
New
geom_count()is a convenient alias tostat_sum(). Use it when you
have overlapping points on a scatterplot.stat_sum()now defaults to
using counts instead of proportions. -
New
geom_curve()adds curved lines, with a similar specification to
geom_segment()(@veraanadi, #1088). -
Date and datetime scales now have
date_breaks,date_minor_breaksand
date_labelsarguments so that you never need to use the long
scales::date_breaks()orscales::date_format(). -
geom_bar()now has it's own stat, distinct fromstat_bin()which was
also used bygeom_histogram().geom_bar()now usesstat_count()
which counts values at each distinct value of x (i.e. it does not bin
the data first). This can be useful when you want to show exactly which
values are used in a continuous variable. -
geom_point()gains astrokeaesthetic which controls the border width of
shapes 21-25 (#1133, @seysayux).sizeandstrokeare additive so a point
withsize = 5andstroke = 5will have a diameter of 10mm. (#1142) -
New
position_nudge()allows you to slightly offset labels (or other
geoms) from their corresponding points (#1109). -
scale_size()now maps values to area, not radius. Usescale_radius()
if you want the old behaviour (not recommended, except perhaps for lines). -
New
stat_summary_bin()works likestat_summary()but on binned data.
It's a generalisation ofstat_bin()that can compute any aggregate,
not just counts (#1274). Both default tomean_se()if no aggregation
functions are supplied (#1386). -
Layers are now much stricter about their arguments - you will get an error
if you've supplied an argument that isn't an aesthetic or a parameter.
This is likely to cause some short-term pain but in the long-term it will make
it much easier to spot spelling mistakes and other errors (#1293).This change does break a handful of geoms/stats that used
...to pass
additional arguments on to the underlying computation. Now
geom_smooth()/stat_smooth()andgeom_quantile()/stat_quantile()
usemethod.argsinstead (#1245, #1289); andstat_summary()(#1242),
stat_summary_hex(), andstat_summary2d()usefun.args.
Extensibility
There is now an official mechanism for defining Stats, Geoms, and Positions in other packages. See vignette("extending-ggplot2") for details.
- All Geoms, Stats and Positions are now exported, so you can inherit from them
when making your own objects (#989). - ggplot2 no longer uses proto or reference classes. Instead, we now use
ggproto, a new OO system designed specifically for ggplot2. Unlike proto
and RC, ggproto supports clean cross-package inheritance. Creating a new OO
system isn't usually the right way to solve a problem, but I'm pretty sure
it was necessary here. Read more about it in the vignette. aes_()replacesaes_q(). It also supports formulas, so the most concise
SE version ofaes(carat, price)is nowaes_(~carat, ~price). You may
want to use this form in packages, as it will avoid spuriousR CMD check
warnings about undefined global variables.
Text
geom_text()has been overhauled to make labelling your data a little
easier. It:nudge_xandnudge_yarguments let you offset labels from their
corresponding points (#1120).check_overlap = TRUEprovides a simple way to avoid overplotting
of labels: labels that would otherwise overlap are omitted (#1039).hjustandvjustcan now be character vectors: "left", "center",
"right", "bottom", "middle", "top". New options include "inward" and
"outward" which align text towards and away from the center of the plot
respectively.
geom_label()works likegeom_text()but draws a rounded rectangle
underneath each label (#1039). This is useful when you want to label plots
that are dense with data.
Deprecated features
- The little used
aes_auto()has been deprecated. aes_q()has been replaced withaes_()to be consistent with SE versions
of NSE functions in other packages.- The
orderaesthetic is officially deprecated. It never really worked, and
was poorly documented. - The
statandpositionarguments toqplot()have been deprecated.
qplot()is designed for quick plots - if you need to specify position
or stat, useggplot()instead. - The theme setting
axis.ticks.marginhas been deprecated: now use the margin
property ofaxis.ticks. stat_abline(),stat_hline()andstat_vline()have been removed:
these were never suitable for use other than withgeom_abline()etc
and were not documented.show_guidehas been renamed toshow.legend: this more accurately
reflects what it does (controls appearance of layer in legend), and uses the
same convention as other ggplot2 arguments (i.e. a.between names).
(Yes, I know that's inconsistent with function names with use_, but it's
too late to change now.)
A number of geoms have been renamed to be internally consistent:
stat_binhex()andstat_bin2d()have been renamed tostat_bin_hex()
andstat_bin_2d()(#1274).stat_summary2d()has been renamed to
stat_summary_2d(),geom_density2d()/stat_density2d()has been renamed
togeom_density_2d()/stat_density_2d().stat_spoke()is nowgeom_spoke()since I realised it's a
reparameterisation of `geom_segment().stat_bindot()has been removed because it's so tightly coupled to
geom_dotplot(). If you happened to usestat_bindot(), just change to
geom_dotplot()(#1194).
All defunct functions have been removed.
Default appearance
-
The default
theme_grey()background colour has been changed from "grey90"
to "grey92": this makes the background a little less visually prominent. -
Labels and titles have been tweaked for readability:
- Axes labels are darker.
- Legend and axis titles are given the same visual treatment.
- The default font size dropped from 12 to 11. You might be surprised that
I've made the default text size smaller as it was already hard for
many people to read. It turns out there was a bug in RStudio (fixed in
0.99.724), that shrunk the text of all grid based graphics. Once that
was resolved the defaults seemed too big to my eyes. - More spacing between titles and borders.
- Default margins scale with the theme font size, so the appearance at
larger font sizes should be considerably improved (#1228).
-
alphanow affects both fill and colour aesthetics (#1371). -
element_text()gains a margins argument which allows you to add additional
padding around text elements. To help see what's going on usedebug = TRUE
to display the text region and anchors. -
The default font size in
geom_text()has been decreased from 5mm (14 pts)
to 3.8 mm (11 pts) to match the new default theme sizes. -
A diagonal line is no longer drawn on bar and rectangle legends. Instead, the
border has been tweaked to be more visible, and more closely match the size of
line drawn on the plot. -
geom_pointrange()andgeom_linerange()get vertical (not horizontal)
lines in the legend (#1389). -
The default line
sizeforgeom_smooth()has been increased from 0.5 to 1
to make it easier to see when overlaid on data. -
geom_bar()andgeom_rect()use a slightly paler shade of grey so they
aren't so visually heavy. -
geom_boxplot()now colours outliers the same way as the boxes. -
geom_point()now uses shape 19 instead of 16. This looks much better on
the default Linux graphics device. (It's very slightly smaller than the old
point, but it shouldn't affect any graphics significantly) -
Sizes in ggplot2 are measured in mm. Previously they were converted to pts
(for use in grid) by multiplying by 72 / 25.4. However, grid uses printer's
points, not Adobe (big pts), so sizes are now correctly multiplied by
72.27 / 25.4. This is unlikely to noticeably affect display, but it's
technically correct (https://youtu.be/hou0lU8WMgo). -
The default legend will now allocate multiple rows (if vertical) or
columns (if horizontal) in order to make a legend that is more likely to
fit on the screen. You can override with thenrow/ncolarguments
toguide_legend()p <- ggplot(mpg, aes(displ,hwy, colour = model)) + geom_point() p p + theme(legend.position = "bottom") # Previous behaviour p + guides(colour = guide_legend(ncol = 1))
New and updated themes
- New
theme_void()is completely empty. It's useful for plots with non-
standard coordinates or for drawings (@jiho, #976). - New
theme_dark()has a dark background designed to make colours pop out
(@jiho, #1018) theme_minimal()became slightly more minimal by removing the axis ticks:
labels now line up directly beneath grid lines (@tomschloss, #1084)- New theme setting
panel.ontop(logical) make it possible to place
background elements (i.e., gridlines) on top of data. Best used with
transparentpanel.background(@noamross. #551).
Labelling
The facet labelling system was updated with many new features and a
more flexible interface (@lionel-). It now works consistently across
grid and wrap facets. The most important user visible changes are:
facet_wrap()gains alabelleroption (#25).facet_grid()andfacet_wrap()gain aswitchargument to
display the facet titles near the axes. When switched, the labels
become axes subtitles.switchcan be set to "x", "y" or "both"
(the latter only for grids) to control which margin is switched.
The labellers (such as label_value() or label_both()) also get
some new features:
-
They now offer the
multi_lineargument to control whether to
display composite facets (those specified as~var1 + var2) on one
or multiple lines. -
In
label_bquote()you now refer directly to the names of
variables. With this change, you can create math expressions that
depend on more than one variable. This math expression can be
specified either for the rows or the columns and you can also
provide different expressions to each margin.As a consequence of these changes, referring to
xin backquoted
expressions is deprecated. -
Similarly to
label_bquote(),labeller()now take.rowsand
.colsarguments. In addition, it also takes.default.
labeller()is useful to customise how particular variables are
labelled. The three additional arguments specify how to label the
variables are not specifically mentioned, respectively for rows,
columns or both. This makes it especially easy to set up a
project-wide labeller dispatcher that can be reused across all your
plots. See the documentation for an example. -
The new labeller
label_context()adapts to the number of factors
facetted over. With a single factor, it displays only the values,
just as before. But with multiple factors in a composite margin
(e.g. with~cyl + am), the labels are passed over to
label_both(). This way the variables names are displayed with the
values to help identifying them.
On the programming side, the labeller API has been rewritten in order
to offer more control when facetting over multiple factors (e.g. with
formulae such as ~cyl + am). This also means that if you have
written custom labellers, you will need to update them for this
version of ggplot.
- Previously, a labeller function would take
variableandvalue
arguments and return a character vector. Now, they take a data frame
of character vectors and return a list. The input data frame has one
column per factor facetted over and each column in the returned list
becomes one line in the strip label. See documentation for more
details. - The labels received by a labeller now contain metadata: their margin
(in the "type" attribute) and whether they come from a wrap or a
grid facet (in the "facet" attribute). - Note that the new
as_labeller()function operator provides an easy
way to transform an existing function to a labeller function. The
existing function just needs to take and return a character vector.
Documentation
- Improved documentation for
aes(),layer()and much much more. - I've tried to reduce the use of
...so that you can see all the
documentation in one place rather than having to integrate multiple pages.
In some cases this has involved adding additional arguments to geoms
to make it more clear what you can do:geom_smooth()gains explicitmethod,seandformulaarguments.geom_histogram()gainsbinwidth,bins, originandright`
arguments.geom_jitter()gainswidthandheightarguments to make it easier
to control the amount of jittering without using the lengthy
position_jitter()function (#1116)
- Use of
qplot()in examples has been minimised (#1123, @hrbrmstr). This is
inline with the 2nd edition of the ggplot2 box, which minimises the use of
qplot()in favour ofggplot(). - Tighly linked geoms and stats (e.g.
geom_boxplot()andstat_boxplot())
are now documented in the same file so you can see all the arguments in one
place. Variations of the same idea (e.g.geom_path(),geom_line(), and
geom_step()) are also documented together. - It's now obvious that you can set the
binwidthparameter for
stat_bin_hex(),stat_summary_hex(),stat_bin_2d(), and
stat_summary_2d(). - The internals of positions have been cleaned up considerably. You're unlikely
to notice any external changes, although the documentation should be a little
less confusing since positions now don't list parameters they never use.
Data
- All datasets have class
tbl_dfso if you also use dplyr, you get a better
print method. economicshas been brought up to date to 2015-04-01.- New
economics_longis the economics data in long form. - New
txhousingdataset containing information about the Texas housing
market. Useful for examples that need multiple time series, and for
demonstrating model+vis methods. - New
luv_coloursdataset which contains the locations of all
built-incolors()in Luv space. movieshas been moved into its own package, ggplot2movies, because it was
large and not terribly useful. If you've used the movies dataset, you'll now
need to explicitly load the package withlibrary(ggplot2movies).
Bug fixes and minor improvements
- All partially matched arguments and
$have been been replaced with
full matches (@jimhester, #1134). - ggplot2 now exports
alpha()from the scales package (#1107), andarrow()
andunit()from grid (#1225). This means you don't need attach scales/grid
or doscales::/grid::for these commonly used functions. aes_string()now only parses character inputs. This fixes bugs when
using it with numbers and non defaultOutDecsettings (#1045).annotation_custom()automatically adds a unique id to each grob name,
making it easier to plot multiple grobs with the same name (e.g. grobs of
ggplot2 graphics) in the same plot (#1256).borders()now accepts xlim and ylim arguments for specifying the geographical
region of interest (@markpayneatwork, #1392).coord_cartesian()applies the same expansion factor to limits as for scales.
You can suppress withexpand = FALSE(#1207).coord_trans()now works when breaks are suppressed (#1422).cut_number()gives error message if the number of requested bins can
be created because there are two few unique values (#1046).- Character labels in
facet_grid()are no longer (incorrectly) coerced into
factors. This caused problems with custom label functions (#1070). facet_wrap()andfacet_grid()now allow you to use non-standard
variable names by surrounding them with backticks (#1067).facet_wrap()more carefully checks itsnrowandncolarguments
to ensure that they're specified correctly (@richierocks, #962)facet_wrap()gains adirargument to control the direction the
panels are wrapped in. The default is "h" for horizontal. Use "v" for
vertical layout (#1260).geom_abline(),geom_hline()andgeom_vline()have been rewritten to
have simpler behaviour and be more consistent:stat_abline(),stat_hline()andstat_vline()have been removed:
these were never suitable for use other than withgeom_abline()etc
and were not documented.geom_abline(),geom_vline()andgeom_hline()are bound to
stat_identity()andposition_identity()- Intercept parameters can no longer be set to a function.
- They are all documented in one file, since they are so closely related.
geom_bin2d()will now let you specify one dimension's breaks exactly,
without touching the other dimension's default breaks at all (#1126).geom_crossbar()sets grouping correctly so you can display multiple
crossbars on one plot. It also makes the defaultfattenargument a little
bigger to make the middle line more obvious (#1125).geom_histogram()andgeom_smooth()now only inform you about the
default values once per layer, rather than once per panel (#1220).geom_pointrange()gainsfattenargument so you can control the
size of the point relative to the size of the line.geom_segment()annotations were not transforming with scales
(@BrianDiggs, #859).geom_smooth()is no longer so chatty. If you want to know what the deafult
smoothing method is, look it up in the documentation! (#1247)geom_violin()now has the ability to draw quantile lines (@DanRuderman).ggplot()now captures the parent frame to use for evaluation,
rather than always defaulting to the global environment. This should
make ggplot more suitable to use in more situations (e.g. with knitr)ggsave()has been simplified a little to make it easier to maintain.
It no longer checks that you're printing a ggplot2 object (so now also
works with any grid grob) (#970), and always requires a filename.
Parameterdevicenow supports character argument to specify which supported
device to use ('pdf', 'png', 'jpeg', etc.), for when it cannot be correctly
inferred from the file extension (for example when a temporary filename is
supplied server side in shiny apps) (@sebkopf, #939). It no longer opens
a graphics device if one isn't already open - this is annoying when you're
running from a script (#1326).guide_colorbar()creates correct legend if only one color (@krlmlr, #943).guide_colorbar()no longer fails when the legend is empty - previously
this often masked misspecifications elsewhere in the plot (#967).- New
layer_data()function extracts the data used for plotting for a given
layer. It's mostly useful for testing. - User supplied
minor_breakscan now be supplied on the same scale as
the data, and will be automatically transformed with by scale (#1385). - You can now suppress the appearance of an axis/legend title (and the space
that would allocated for it) withNULLin thescale_function. To
use the default lable, usewaiver()(#1145). - Position adjustments no longer warn about potentially varying ranges
because the problem rarely occurs in practice and there are currently a
lot of false positives since I don't understand exactly what FP criteria
I should be testing. scale_fill_grey()now uses red for missing values. This matches
scale_colour_grey()and makes it obvious where missing values lie.
Override withna.value.scale_*_gradient2()defaults to using Lab colour space.scale_*_gradientn()now allowscoloursorcolors(#1290)scale_y_continuous()now also transforms thelower,middleandupper
aesthetics used bygeom_boxplot(): this only affects
geom_boxplot(stat = "identity")(#1020).- Legends no longer inherit aesthetics if
inherit.aesis FALSE (#1267). lims()makes it easy to set the limits of any axis (#1138).labels = NULLnow works withguide_legend()andguide_colorbar().
(#1175, #1183).override.aesnow works with American aesthetic spelling, e.g. color- Scales no longer round data points to improve performance of colour
palettes. Instead the scales package now uses a much faster colour
interpolation algorithm (#1022). scale_*_brewer()andscale_*_distiller()add newdirectionargument of
scales::brewer_pal, making it easier to change the order of colours
(@jiho, #1139).scale_x_date()now clips dates outside the limits in the same way as
scale_x_continuous()(#1090).stat_bin()gainsbinsarguments, which denotes the number of bins. Now
you can setbins=100instead ofbinwidth=0.5. Note thatbreaksor
binwidthwill override it (@tmshn, #1158, #102).stat_boxplot()warns if a continuous variable is used for thexaesthetic
without also supplying agroupaesthetic (#992, @krlmlr).stat_summary_2d()andstat_bin_2d()now share exactly the same code for
determining breaks frombins,binwidth, andorigin.stat_summary_2d()andstat_bin_2d()now output in tile/raster compatible
form instead of rect compatible form.- Automatically computed breaks do not lead to an error for transformations like
"probit" where the inverse can map to infinity (#871, @krlmlr) stat_function()now always evaluates the function on the original scale.
Previously it computed the function on transformed scales, giving incorrect
values (@BrianDiggs, #1011).strip_dotsworks with anonymous functions within calculated aesthetics
(e.g.aes(sapply(..density.., function(x) mean(x))))(#1154, @NikNakk)theme()gainsvalidate = FALSEparameter to turn off validation, and
hence store arbitrary additional data in the themes. (@tdhock, #1121)- Improved the calculation of segments needed to draw the curve representing
a line when plotted in polar coordinates. In some cases, the last segment
of a multi-segment line was not drawn (@BrianDiggs, #952)
Downloads
- Fixes to pass
R CMD check --run-donttestin R-devel.
Downloads
New features
- New coordinate system for small scale maps.
coord_quickmap()computes and
sets the correct aspect ratio between one degree of latitude and one degree
of longitude at the centre of the plotted region. It does not perform full
fledged mapping projection ascoord_map()does and therefore is much
faster. Yet, it gives a correct approximation for small scale maps (a few
degrees in either direction) at medium to low latitudes (@jiho, #922). geom_boxplotgain newvarwidthargument for controlling whether or not
the width of boxplots should be proportional to the size of the groups
(@tsieger, #927).position_jitterdodge()combinesposition_jitter()andposition_dodge(),
allowing the user to plot and align points generated by e.g.geom_point()
with those generated by a dodgedgeom_boxplot(). See
example(position_jitterdodge)for a potential usage. (@kevinushey, #932)- Allow specifying only one of the limits in a scale and use the automatic
calculation of the other limit by passing NA to to the limit function,
xlim()orylim()(@jimhester, #557). - Allow to use brewer palettes for continuous scales, through the new
scale_fill/colour_distiller()functions (@jiho, #925). stat_ellipse()adds data ellipses. It supports bivariate normal and t distributions,
as well as a euclidian distance circle. (@JoFrhwld, #926)- Add new themes:
theme_linedraw()is similar totheme_bw()but with
truly only white and black elements and spacing between elements identical
totheme_gray.theme_lightis similar but with light gray box and axes
around the plot, to emphasise content more (@jiho, #923) - new theme settings panel.margin.x and panel.margin.y (units) allow
specifying horizontal and vertical gap between panels in facetted plots (for
both grid and wrap). (Kirill Müller. Fixes #839) - Fix vertical justification for rotated text. This will change the appearance
of plots that use textual elements that are rotated by 90° or 270° and have a
vjustparameter other than the default 0.5; the interpretation ofvjust
andhjustis now the same for both rotated and non-rotated text elements
(0 = top/left, 1 = bottom/right, 0.5 = centered). (@krlmlr, #883) - Added helper function
labeller()for formatting faceting values.
(@stefanedwards, #910). Addedlabel_wrap_genbased on
https://github.com/hadley/ggplot2/wiki/labeller#writing-new-labellers
(@stefanedwards, #910)
Bug fixes and minor improvements
aes()no more treats variables like `a..x..b as a calculated aesthetic.
(@krlmlr, #834.)- New
aes_q()function to generate aesthetic specifications from
quoted calls/names.aes_string()uses namesxandyfor first
two unnamed arguments. fortify.SpatialPolygonsDataFrame()now callspolygonswithout
requiring thespto be loaded first (@seancarmody, #879).- The outliers of
geom_boxplot()use the default colour, size and shape from
geom_point(). Changing the defaults ofgeom_point()with
update_geom_defaults()will apply the same changes to the outliers of
geom_boxplot(). Changing the defaults for the outliers was previously not
possible. (@ThierryO, #757) geom_dotplot()now works withqplot(). (@rasmusab. Fixes #825)- Marginal improvements to
theme_bw()andtheme_classic()(@jiho, #934) stat_smooth()checks formethod = "auto"andmethod = "glm"in
a safer way.- Add
"none"to documentation oftheme()for parameterlegend.position
(@krlmlr, #829).
Removed functionality
ggpcp(),ggfluctuation(),ggmissing(),ggstructure(), and
ggorder()are now defunct and have been removed.