Recent Releases of GGally
GGally - GGally 2.4.0
Replace internal usage with the base pipe (
|>). (Thank you @m-muecke! #554)Enhance all error and warning outputs by using
{cli}. (Thank you @m-muecke! #557)Add
nba_ppg_2008dataset describing NBA Player Statistics for 2008-2009 Season. (#562)Update
ggnetworkmapto use{airports}package for airport data visualization. (#562)
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Published by schloerke 10 months ago
GGally - GGally 2.3.0
With
{ggplot2}v4.0.0, objects are now+'ed together using{S7}. This means the startup message forRegistered S3 method overwritten by 'GGally'has been removed. (Thank you @teunbrand for the enhancement in ggplot2! #545)Fixed bug where correlations of 0 in a
ggcor()output were silently dropped. Now all correlations are always displayed. (Thank you @winterstat! #536)Fixed correlations values
ggcor()so that they are formatted to the same number of decimal places vialabel_round. Now0.2and0.001withlabel_round = 2will be displayed as"0.20"and"0.00"respectively. (Thank you @winterstat! #536)Added parameter
ggally_cor(na.rm=)which is passed directly toggally_statistic(). (Thank you @vinouselouane! #516)Deprecated parameter
ggally_cor(use=). The value was never leveraged within the code. Please useggally_cor(na.rm=)instead. (Thank you @vinouselouane! #516)Prepare GGally for
{ggplot2}v4 (Thank you @teunbrand! #528)Replace internal
{plyr}usage with{dplyr}. (Thank you @MichaelChirico! #520, #521, #522, #523, #524, #525, #527, #530)General package dependency cleanup. (Thank you @olivroy! #509)
Fix
anyClassordering inggparcoord()when data has missing values (Thank you @92amartins! #500)Use
{lifecycle}for deprecation warnings (Thank you @92amartins! #494, #496)Leverage
.data$mask to remove all global variable declarations. (Thank you @MichaelChirico! #533)Warn and return
"NA"when less than 3 values are given to a combination inggally_cor(). (Thank you @bk1n! #510)Added helper method
is_ggmatrix()to check if an object is aggmatrixobject. (#548)Remove
ggclass fromggmatrixobjects. This is no longer needed due to enhanced+S7 methods. (#549)Bumped minimum required version of
Rto 4.3 due to S7 handling the+operations. (#549)
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Published by schloerke 11 months ago
GGally - GGally 2.2.1
- Fix compatibility with ggplot2 3.5.0 (@teunbrand, #481)
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Published by schloerke over 2 years ago
GGally - GGally 2.2.0
Bug fixes
- Removed dependency on reshape2 (#475)
- Reverse ordering of y-axis in
ggally_count()(#420) - Facets ordering in
ggcoef_compare()(#426) - Fix in
ggcoef_compare()when using tidy selectors forno_reference_row(#430) - Fix in
ggcoef_compare()regardingno_reference_rowoption (#430) - Fix in
ggcoef_compare()with anincludeargument (#447) - New default tidier for
ggcoef_model(), now usingbroom.helpers::tidy_with_broom_or_parameters()(#432) - Re-export methods from and redirect vignettes to the
{ggstats}package (#452, #457) - Replaced
..scaled..withafter_stat(scaled)in ggscatmat (#467)
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Published by schloerke over 2 years ago
GGally - v2.1.1
Bug fixes
- Ignore
colouraesthetic if all values areNA. (@larmarange, #404) - Avoid all duplicates within
stat_cross(). (@larmarange, #402) - Avoid an error when tidiers do not return p-values. (@larmarange, #400)
- Suggest
emmeansto allowggcoef()example to execute. (#407)
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Published by schloerke over 5 years ago
GGally - v2.1.0
GGally 2.1.0
Breaking changes
- Following version 7.0.0 of
broom, computed residuals instat_cross()are now named"resid"and"std.resid".cellsandfillarguments ofggally_crosstable()andggtable()have been updated accordingly (@larmarange, #391)
Other changes
ggcoef()redesign based onbroom.helperswith four new functions:ggcoef_model(),ggcoef_compare(),ggcoef_multinom()andggcoef_plot()(more informations in the dedicated vignette, @larmarange, #392)- New geometries:
geom_stripped_rows()andgeom_stripped_cols()(#392, @larmarange) - New option
reverse_fill_labelsforggally_colbar()andggally_rowbar()(@larmarange, #374) stat_prop()now accepts a x or a y aesthetic (#395, @larmarange)- Temporarily not listening to
ggally_statistic(family)to avoid monospaced font issues. See #373 for more details. (#387)
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Published by schloerke over 5 years ago
GGally - v2.0.0
GGally
New Vignettes
vig_ggally("ggally_plots")- ggally_*(): List of available high-level plotsvig_ggally("ggally_stats")- stat_*(): Additional statistics for ggplot2vig_ggally("ggbivariate")- ggbivariate(): Plot an outcome with several potential explanatory variablesvig_ggally("ggtable")- ggtable(): Cross-tabulated tables- To view all vignettes for
GGally, callGGally::vig_ggally()
New functions
ggbivariate() (@larmarange, #324)
* Display an outcome using several potential explanatory variables
* vig_ggally("ggbivariate")
ggtable() (@larmarange, #351)
* Cross-tabulated tables of discrete variables
* vig_ggally("ggtable")
add_to_ggmatrix() (#362)
* Add ggplot2 objects to ggmatrix objects at selected locations
* Locations can be rows, columns, matrices, or other shorthand values.
ggally_autopoint(), ggally_autopointDiag() (@larmarange, #325)
* Make scatterplots compatible with both continuous and categorical variables using ggforce::geom_autopoint().
ggally_colbar(), ggally_rowbar() (@larmarange, #324)
* Plot column or row percentage using bar plots.
ggally_count(), ggally_countDiag() (@larmarange, #321)
* Plot the number of observations by using rectangles with proportional areas.
ggally_cross() (@larmarange, #326)
* Plot the number of observations by using square points with proportional areas.
ggally_crosstable() (@larmarange, #351)
* Display a cross-tabulated table.
ggally_statistic() (#327)
* A generalized version of ggally_cor()
* Use this method to create functions similar to ggally_cor() that return any text value given and x and y vector of data
ggally_summarise_by() (@larmarange, #325)
* Display summary statistics of a continuous variable for each value of a discrete variable.
ggally_table() (@larmarange, #326)
* Plot the number of observations as a table.
ggally_trends() (@larmarange, #333)
* Plot trends using line plots.
signif_stars() (@larmarange, #327)
* Return the appropriate number of significance stars as a character vector for the provided numeric input values.
New ggplot2 plot statistics:
stat_cross() (@larmarange, #326)
* Computes statistics of a 2-dimensional matrix using broom::augment.htest.
stat_prop() (@larmarange, #324)
* Compute proportions according to custom denominator.
stat_weighted_mean() (@larmarange, #333)
* Compute the mean of y aesthetic for each unique value of x, taking into account weight aesthetic if provided.
Major updates
ggally_cor() (#327)
* New implementation using ggally_statistic()
* Will now hide the grid by default and add a border (displayGrid = FALSE)
* Added the ability to display significance stars (stars = TRUE)
* Alignment has been fixed so both short and long names should be displayed within view. alignPercent now corresponds to the center of the text.
* Added the ability to separate the arguments sent to the title and the groups (title_args and group_args)
* Digits now represents the total number of digits after the decimal place.
* To use the old version, change your ggally_cor() function calls to ggally_cor_v1_5().
* Previously deprecated parameters have been removed
Website
* Updated to use pkgdown (#335)
Features and bug fixes:
ggpairs() (#331)
* New proportion argument to control relative size of sub-plots
* option proportion = "auto" for automatic guess based on the number of levels for discrete variables
ggduo() (#331)
* New xProportion and yProportion arguments to control relative size of sub-plots
* Set option xProportion = "auto" and yProportion = "auto" for automatic guess based on the number of levels for discrete variables
ggscatmat()
* lowertriangle() now preallocates it's memory usage for a 2-5x speed improvement. (@vlepori, #328)
* Fixed facet'ing error where the factor order was not preserved. This error caused the facets to be alphabetically sorted, cause plots to appear in unexpected locations. (#355)
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Published by schloerke over 5 years ago
GGally - v1.5.0
GGally 1.5.0
- Updated to work with ggplot2 v3.3.0 (#308)
ggnet and ggnet2
* Fixed some logic bugs from newer R versions
ggally_box and ggally_dot
* Label now appears axis and is displayed in a plot matrix. (#253)
ggsurv
* Provide sensible legend values when multiple factors are present. (#310)
ggally_cor
* Added displayGrid argument to turn of the background grid. (#312)
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Published by schloerke about 6 years ago
GGally - v1.3.2
GGally 1.3.2
ggpairs and ggduo
- Removed warning where pure numeric names gave a warning (#238, @lepennec)
- Fixed ordering issue with horizontal boxplots (#239)
ggparcoord
- Fixed missing
xaes requirement when shadebox is provided (#237, @treysp)
Package
- Made igraph a non required dependency for tests (#240)
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Published by schloerke almost 9 years ago
GGally - v1.3.1
GGally 1.3.1
Added new dataset psychademic
- See
?psychademicfor more details - (And updated the broken UCLA links)
Added original ggmatrix theme
- added function to set theme to have clear strip background and rearrange the strip positions
- added parameter
switchto ggmatrix (and friends) to allow for strip repositioning. See?ggplot::facet_gridfor more documentation onswitch(#223, #224)
ggsurv error reporting
- removed a one error check that is covered in other places (#222)
+.gg
- allow to add a list of items to a ggmatrix (#228)
ggmatrix.print
- fix strip issues with ggplot2 name update
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Published by schloerke about 9 years ago
GGally - v1.3.0
GGally 1.3.0
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.
ggmatrix legend
- A legend may be added with the legend parameter in ggduo, ggpairs, and ggmatrix
- May specify a (length two) numeric plot coordinate
- May specify a (length one) numeric plot position
- May specify a legend object retrieved from grab_legend
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 ggduo and ggpairs
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 ggplot2::facet_grid()
- Allows for labels with plotmath expressions
ggmatrix and ggplot2::last_plot()
- If a ggmatrix object is printed, ggplot2::last_plot() will return the plot matrix
ggmatrix and ggplot2 labels
- ggplot2::labs +'ed to a ggmatrix object
- ggplot2::xlab and ggplot2::ylab may be +'ed to a ggmatrix object
- ggplot2::ggtitle +'ed to a ggmatrix object
- (anything that returns a class of "labels" may be added to a ggmatrix object)
ggmatrix and ggplot2::ggsave()
- ggsave now works with ggmatrix objects
ggpairs and 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.
- Setting cardinality_threshold parameter to a higher value can fix the problem (knowing single cell plots may take more time to produce)
- Setting cardinality_threshold parameter to NULL can stop the check
ggmatrix plot proportions
- ggmatrix can set the plot proportions with the parameters xProportions and yProportions
- These will change the relative size of the plot panels produced.
ggally_cor colour aesthetic
- color must be a non-numeric value
ggsurv
- added boolean to allow for legend to not be sorted
- fixed bug where censored points with custom color didn't match properly (#185)
Vignettes
- vignettes are now displayed using packagedocs. More info at http://hafen.github.io/packagedocs/
ggally_box_no_facet and ggally_dot_no_facet
- New methods added as defaults to pair with new ggmatrix print method
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Published by schloerke over 9 years ago
GGally - v1.2.0
GGally 1.2.0
install requirements - 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!
ggallysmoothloess - New! - uses the loess method with drawing a line (1552f96)
ggallysmoothlm - New! - uses the lm method with drawing a line (1552f96) - alias of ggally_smooth
ggmatrix.print - fixed bug strips where causing spacing issue when printing axis labels (174630d)
ggnetworkmap - fixed bug where checking for the package 'intergraph' couldn't be reached
ggsurv - changed default of plotting multiple censored data color to match the survival line
package testing - added many more tests!
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Published by schloerke almost 10 years ago
GGally - v1.1.0
GGally 1.1.0
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
ggally_densityDiag - fixed bug where '...' was not respected (d0fe633)
ggally_smooth - added 'method' parameter (411213c)
ggally_ratio - Does not call ggfluctuation2 anymore. PR#165
ggcorr - fixed issue with unnamed correlation matrix used as input PR#146 - fixed issue undesired shifting when layout.exp was > 0 PR#171
ggfluctuation2 - is being deprecated. Please use ggally_ratio instead PR#165
ggnetworkmap - fixed issue with overlaying network on a world map PR#157
ggparcoord - Fixed odd bug where a list was trying to be forced as a double PR#162
ggpairs - Fixed improperly rotated axes with ggally_ratio PR#165
ggscatmat - added 'corMethod' parameter for use in upper triangle PR#145
ggsurv - size.est and size.ci parameters added PR#153 - ordering changed to reflect survival time PR#147 - added a vignette PR#154
wrap - documentation updated PR#152 - changes default behavior only. If an argument is supplied, the argument will take precedence
github chat - https://gitter.im/ggobi/ggally is the place to visit for general questions.
travis-ci - cache packages for faster checking - install covr and lintr from github for testing purposes
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Published by schloerke about 10 years ago
GGally - v1.0.0
GGally 1.0.0
ggplot2 - GGally has been upgraded to run on the latest ggplot2 v1.1.0. PR#109
New functions - 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
Vignettes - glyph - new! - ggmatrix - new! - ggnetworkmap - new! - ggpairs - new! - ggscatmat - new!
ggmatrix - allows for bracket notation when getting or setting plots. PR#61 - full control over axis labels and axis text. PR#107, PR#111
ggpairs - 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
ggcorr - legend title expressions may be used. PR#55 - handles objects that may be coerced into a data.frame PR#70
gglyph - changed geomline to geompath in gglyph. Fixes ordering issue. PR#51
ggparcoord - 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
ggsurv - color censored marks the same color as the line. PR#74 - allow for different censored color marks. PR#113
ggallydensity - add fake data points to extend the limits of the statdensity2d. PR#114
ggally_na - new plot type!
Data - removed cityServiceFirms - added twitter_spambots
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Published by schloerke over 10 years ago
GGally -
GGally 0.5.0
GGPAIRS - restructured print method to align properly - prints only panels, not panels and axis labels in the same plotting area - prints axis labels in separate plotting area - may control the spacing between plots in print method - may control the spacing for the left and bottom axis labels in print method. This is not perfect behavior, but this small loss is worth the major gain of alignment - may provide custom labels to plot matrix. 'illegal' variable names are now NOT allowed as custom labels may be provided. - may add a theme to be applied to all subplots
GGSCATMAT - new function! - this function makes a scatterplot matrix for quantitative variables with density plots on the diagonal and correlation printed in the upper triangle. - produces a legend when a color column is provided - produces a ggplot2 object
GGPARCOORD - splineFactor - added new splineFactor argument to fit a spline of the points - may take on TRUE, which defaults to 3 interpolated points - may take on integer, which interpolates n * length points - may take an AsIs integer, which interpolates n points
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Published by schloerke over 11 years ago