Extension to 'ggplot2'
The R package 'ggplot2' is a plotting system based on the grammar of graphics.
'GGally' extends 'ggplot2' by adding several functions
to reduce the complexity of combining geometric objects with transformed data.
Some of these functions include a pairwise plot matrix, a two group pairwise plot
matrix, a parallel coordinates plot, a survival plot, and several functions to
ggplot2 is a plotting system for R based on the grammar of graphics. GGally extends ggplot2 by adding several functions to reduce the complexity of combining geoms with transformed data. Some of these functions include a pairwise plot matrix, a scatterplot plot matrix, a parallel coordinates plot, a survival plot, and several functions to plot networks.
To install this package from Github or CRAN, do the following from the R console:
ggmatrix.print - massive update!
- Now prints with a ggplot2 facet'ed structure
- Column titles are now placed in the strip of a plot matrix
- If there are 16 plots or more, a progress bar is displayed automatically (if interactive). Please look at the documentation for
ggmatrix_gtable more details.
- A legend may be added with the
legend parameter in
- May specify a (length two) numeric plot coordinate
- May specify a (length one) numeric plot position
- May specify a legend object retrieved from
ggnostic - New function!
- Produces a
ggmatrix of diagnostic plots from a model object
- Uses broom to retrieve model information
- Each column of the plot matrix is a predictor variable. The rows can display the response variables, fitted points, residuals, standardized residuals, leave one out model sigma values, diagonals of the hat matrix, and cook's distance for each point.
ggfacet - New function!
- Produces single ggplot2 object
- interface is very similar to
fn_switch - New function!
- Provide many functions in a list but only call one function at run time according to a mapping value
- Useful for
ggnostic for different behavior depending on the y variable
- Allows for a 'default' value for the default switch case
ggmatrix - allow custom labellers for facet labels
- Added labeller parameter which is supplied to
- Allows for labels with plotmath expressions
- If a
ggmatrix object is printed,
ggplot2::last_plot() will return the plot matrix
ggmatrix and ggplot2 labels
+'ed to a ggmatrix object
ggplot2::ylab may be
+'ed to a ggmatrix object
+'ed to a ggmatrix object
- (anything that returns a class of "labels" may be added to a ggmatrix object)
ggsave now works with
ggduo check for cardinality (#197)
- Before creating a ggmatrix object, a check is made for character/factor columns
- If there are more than 15 (default) unique combinations, an error is thrown.
cardinality_threshold parameter to a higher value can fix the problem (knowing single cell plots may take more time to produce)
cardinality_threshold parameter to
NULL can stop the check
ggmatrix plot proportions
ggmatrix can set the plot proportions with the parameters
- These will change the relative size of the plot panels produced.
ggally_cor colour aesthetic
- color must be a non-numeric value
- added boolean to allow for legend to not be sorted
- fixed bug where censored points with custom color didn't match properly (#185)
- vignettes are now displayed using
packagedocs. More info at http://hafen.github.io/packagedocs/
- New methods added as defaults to pair with new ggmatrix print method
- relaxed install requirements on grid (5d06dfc, d57469a, 933bb14, 73b314d)
ggduo - New!
- plot two grouped data in a plot matrix (#173)
- helpful for plotting two sets of columns, multivariate analysis, and canonical correlation analysis
- be sure to check out the examples!
ggally_smooth_loess - New!
- uses the loess method with drawing a line (1552f96)
ggally_smooth_lm - New!
- uses the lm method with drawing a line (1552f96)
- alias of ggally_smooth
- fixed bug strips where causing spacing issue when printing axis labels (174630d)
- fixed bug where checking for the package 'intergraph' couldn't be reached
- changed default of plotting multiple censored data color to match the survival line
ggcoef - New!
- plot model coefficients with broom and ggplot2 PR#162
- Plotting model coefficients (http://www.r-statistics.com/2010/07/visualization-of-regression-coefficients-in-r/)
gglegend - New!
- pull out the legend of a plot which can also be used in ggpairs PR#155, PR#169
- fixed bug where '...' was not respected (d0fe633)
- added 'method' parameter (411213c)
- Does not call ggfluctuation2 anymore. PR#165
- fixed issue with unnamed correlation matrix used as input PR#146
- fixed issue undesired shifting when layout.exp was > 0 PR#171
- is being deprecated. Please use ggally_ratio instead PR#165
- fixed issue with overlaying network on a world map PR#157
- Fixed odd bug where a list was trying to be forced as a double PR#162
- Fixed improperly rotated axes with ggally_ratio PR#165
- added 'corMethod' parameter for use in upper triangle PR#145
- size.est and size.ci parameters added PR#153
- ordering changed to reflect survival time PR#147
- added a vignette PR#154
- documentation updated PR#152
- changes default behavior only. If an argument is supplied, the argument will take precedence
- https://gitter.im/ggobi/ggally is the place to visit for general questions.
- cache packages for faster checking
- install covr and lintr from github for testing purposes
- fix handling of factor group variable PR#131
- force all char columns to factors PR#134
- add boolean for grid.newpage ggmatrix print method PR#126
- GGally has been upgraded to run on the latest ggplot2 v1.1.0. PR#109
- ggmatrix. Make a generic matrix of ggplot2 plots
- ggnetworkmap. Plot a network with ggplot2 suitable for overlay on a ggmap::map ggplot, or other ggplot
- ggnet2. Function for plotting network objects using ggplot2, with additional control over graphical parameters that are not supported by the ggnet function
- glyph - new!
- ggmatrix - new!
- ggnetworkmap - new!
- ggpairs - new!
- ggscatmat - new!
- allows for bracket notation when getting or setting plots. PR#61
- full control over axis labels and axis text. PR#107, PR#111
- is now wrapper to ggmatrix
- takes in 'wrapped' functions. This better handles the case of many different parameters being supplied to different plot types. PR#90
- dates are better handled in ggpairs. Still room for improvement for default behavior, but they do not cause errors. PR#58, PR#59
- displays a 'NA' plot when all or a combination of the data is NA. PR#119
- legend title expressions may be used. PR#55
- handles objects that may be coerced into a data.frame PR#70
- changed geom_line to geom_path in gglyph. Fixes ordering issue. PR#51
- remaining columns are passed through so aesthetics may be added later. PR#54
- fixed parcoord ordering issues with odd names. PR#106
- fixed scaling when unique length equals 1. PR#122
- color censored marks the same color as the line. PR#74
- allow for different censored color marks. PR#113
- add fake data points to extend the limits of the stat_density2d. PR#114
- removed cityServiceFirms
- added twitter_spambots