Package ggsubplot. February 15, 2013

Size: px
Start display at page:

Download "Package ggsubplot. February 15, 2013"

Transcription

1 Package ggsubplot February 15, 2013 Maintainer Garrett Grolemund License GPL Title Explore complex data by embedding subplots within plots. LazyData true Type Package Author Garrett Grolemund Hadley Wickham ggsubplot makes it easy to embed customized subplots within larger graphics. Subplots may be used as a geom to explore interaction effects, spatial data, and hierarchical data. Subplots can also be used to explore big data without overplotting. Version Imports ggplot2, plyr, proto, grid, scales, stringr Depends methods, R (>= 2.15) Collate aesply.r data.r geom_coxcomb.r geom_star.r geom_subplot.r geom_subplot2d.r ggsubplotclass.r ggsubplot_build.r merge_overlaps.r package.r ply_aes.r ref_box.r relclass.r rescalers.r sp_layer-class.r sp_layer_build.r util.r geom_freqstar.r Repository CRAN Date/Publication :14:20 NeedsCompilation no 1

2 2 casualties R topics documented: casualties environment-class geom_coxcomb geom_freqstar geom_star geom_subplot geom_subplot2d gg-class ggplot-class ggsubplot ggsubplot-class interval_breaks is.rel is.sp_layer list-class names_scales nasa ply_aes propogate_aes propogate_data proto-class ref_box ref_hline ref_vline rel remove_i rescale_ rescale_ rescale_2pi sp_layer sp_layer-class unpanel which_untrained which_x which_y Index 22 casualties casualty data from the Afghan War Diary, lightly cleaned The Afghan War Diary is distributed by the WikiLeaks organization and available for download at Each row of the data # set corresponds to a single casualty (one person being injured or killed).

3 environment-class 3 environment-class environment S4 class environment S4 class geom_coxcomb Coxcomb glyphs geom_coxcomb draws the type of glyph commonly called a coxcomb plot or polar area plot, popularized by Florence Nightingale. geom_coxcomb(mapping = NULL, data = NULL, stat = "bin", position = "identity", npoints = 10, na.rm = FALSE,...) mapping data stat position npoints The aesthetic mapping, usually constructed with aes. Only needs to be set at the layer level if you are overriding the plot defaults. A layer specific dataset - only needed if you want to override the plot defaults The statistical transformation to use for this layer. The position adjustment to use for overlapping points in this layer the number of points to use when drawing the arcs with line segments. Defaults to 10. na.rm If FALSE (the default), removes missing values with a warning. If TRUE, silently removes missing variables.... other arguments passed on to layer. This can include aesthetics whose values you want to set, not map. See layer for more details. Aesthetics geom_coxcomb understands the following aesthetics x, y, colour, fill, size, linetype, weight, and alpha.

4 4 geom_freqstar Examples ## Not run: ## A single coxcomb ggplot(casualties) + geom_coxcomb(aes(angle = month, fill = month)) ## Coxcombs in an embedded plot ggplot(casualties) + map_afghanistan + geom_subplot2d(aes(lon, lat, subplot = geom_coxcomb(aes(angle = month, fill = month))), bins = c(15, 12), ref = NULL) + coord_map() ## End(Not run) geom_freqstar Frequency Star glyphs geom_freqstar draws the type of glyph commonly called a star plot, radar plot, or polar plot. geom_freqstar bins the data provided as the angle variable and then maps frequency statistics to the r aesthetic. Compare with geom_star geom_freqstar(mapping = NULL, data = NULL, stat = "bin", position = "identity", na.rm = FALSE,...) mapping data stat position The aesthetic mapping, usually constructed with aes. Only needs to be set at the layer level if you are overriding the plot defaults. A layer specific dataset - only needed if you want to override the plot defaults The statistical transformation to use for this layer. The position adjustment to use for overlapping points in this layer na.rm If FALSE (the default), removes missing values with a warning. If TRUE, silently removes missing variables.... other arguments passed on to layer. This can include aesthetics whose values you want to set, not map. See layer for more details. Aesthetics geom_coxcomb understands the following aesthetics x, y, colour, fill, size, linetype, weight, and alpha.

5 geom_star 5 geom_star Star glyphs geom_star draws the type of glyph commonly called a star plot, radar plot, or polar plot. geom_star(mapping = NULL, data = NULL, stat = "identity", position = "identity", na.rm = FALSE, r.zero = TRUE,...) mapping data stat position The aesthetic mapping, usually constructed with aes. Only needs to be set at the layer level if you are overriding the plot defaults. A layer specific dataset - only needed if you want to override the plot defaults The statistical transformation to use for this layer. The position adjustment to use for overlapping points in this layer na.rm If FALSE (the default), removes missing values with a warning. If TRUE, silently removes missing variables. r.zero logical. Should the origin of the star correspond to r = 0? If FALSE, origin corresponds to lowest value of r.... other arguments passed on to layer. This can include aesthetics whose values you want to set, not map. See layer for more details. Aesthetics geom_coxcomb understands the following aesthetics x, y, colour, fill, size, linetype, weight, and alpha. Examples ## Not run: ## A single star one_nasa <- nasa[nasa$id == "1-1", ] ggplot(one_nasa) + geom_star(aes(x = 0, y = 0, r = surftemp, angle = date, fill = mean(temperature)), r.zero = FALSE) ## Stars in an embedded plot ggplot(nasa) + map_americas + geom_subplot(aes(long, lat, group = id, subplot = geom_star(aes(x = 0, y = 0, r = surftemp, angle = date, fill = mean(surftemp)), r.zero = FALSE))) + coord_map() ## End(Not run)

6 6 geom_subplot geom_subplot Create a layer of embedded subplots Create a layer of embedded subplots geom_subplot(mapping, width = rel(0.95), height = rel(0.95), data = waiver(), x_scale = identity, y_scale = identity, position = "identity", reference = NULL, ply.aes = TRUE,.ref = FALSE) mapping width height data x_scale y_scale position reference An aesthetic mapping, usually constructed with aes. This mapping determines where in the major x and y axes each glyph will be position. Only x, y, group, and subplot aesthetics will be used. All other aesthetics will be ignored - consider placing them in the subplot s mapping instead. numeric or rel object. The width of each glyph. If width is numeric, the glyph will be drawn with a width equal to width units on the x axis. If width is of class rel, glyph will attempt to assign an inuitive width based on the number of total glyphs and their placement within the plot. The width can be scaled relative to this intuitive width by changing the value of the rel object. numeric or rel object. The height of each glyph. Height behaves the same way as width, but applies to the y dimension. The dataframe the layer should map to. geom_subplot inherits the global dataframe defined in ggplot. function. The scaling to use for the x axis within each glyph. If x_scale equals identity(default), the x limits within each glyph will correspond to the range of x across all glyphs. This aids comparison because each glyph will use the same scale. If x_scale equals free, each glyph will use its own x scale. The limits of this scale will be set to the range of x values in that glyph. function. y_scale behaves the same as x_scale but controls the scales for the y axis within each glyph. character. A string that specifies which position adjustment should be used. geom_subplot only recognizes "identity" and "merge". function. Function used to create reference objects for glyphs. If NULL, no reference objects are used. Reference objects are plotted on a layer beneath the glyphs. They provide a consistent frame of reference to aid comparisons between the glyphs. Functions that create reference objects include ref_box, ref_hline, and ref_vline.

7 geom_subplot2d 7 ply.aes.ref logical. If TRUE (default) aesthetics are calculated separately for each group, as with ply_aes. If FALSE aesthetics are calculated based on entire data set for the layer. internal argument used for plotting reference objects. Value an object of class sp_layer Examples ## Not run: ggplot(nasa) + map_americas + geom_subplot(aes(long, lat, group = id, subplot = geom_point(aes(surftemp, temperature), size = 1/4))) + coord_map() ## End(Not run) geom_subplot2d Bin data and visualize with a grid of subplots. geom_subplot bins data into a two dimensional grid and then visualizes the data within each bin with an embedded subplot. Mappings, stat, and parameters are applied consistently across subplots, but each subplot only uses the data that falls withn its 2d bin. geom_subplot2d(mapping, bins = 10, binwidth = NULL, breaks = NULL, data = waiver(), x_scale = identity, y_scale = identity, width.adjust = 0.95, height.adjust = 0.95, position = "identity", reference = ref_box(), ply.aes = TRUE,.ref = FALSE) mapping bins An aesthetic mapping, usually constructed with aes. This mapping should contain x, y, and subplot aesthetics. All other aesthetics will be ignored - consider placing them in the subplot aesthetics s mapping instead. The subplot aesthetic should be a layer or plot specification. For example, the subplot aesthetic could be the output of qplot or geom_point. Any data argument in the subplot aesthetic will be ignored, the subplot mapping will be applied to the data inherited by the geom_subplot2d layer. numeric. The number of bins to divide each major axis into. If bins is of length 2, the first number will be applied to the x axis and the second to the y. Defaults to 10.

8 8 geom_subplot2d binwidth breaks data x_scale y_scale width.adjust height.adjust position numeric. The binwidth to use when dividing the major x and y axes into bins. If set, binwidth will override the bins argument. If binwidth is of length 2, the first number will be applied to the x axis and the second to the y. Defaults to NULL. a vector of breaks or a function from the densityvis package (unpublished), such as interval_breaks. breaks determines which breaks are used to bin the x and y axes. If set, breaks will override the bins and binwidth arguments. If breaks is a list, the first element will be applied to the x axis and the second to the y. Defaults to NULL. The dataframe the layer should map to. geom_subplot2d inherits the global dataframe defined in ggplot. function. The scaling to use for the x axis within each glyph. If x_scale equals identity(default), the x limits within each glyph will correspond to the range of x across all glyphs. This aids comparison because each glyph will use the same scale. If x_scale equals free, each glyph will use its own x scale. The limits of this scale will be set to the range of x values in that glyph. function. y_scale behaves the same as x_scale but controls the scales for the y axis within each glyph. numeric. The proportion of horizontal space within a grid box that each subplot should occupy. Used to control overlapping and appearance. Each subplot is anchored to the bottom left corner of the grid box and then spans the proportion of the box specified by width adjust. numeric. The proportion of vertical space within a grid box that each subplot should occupy. Behaves the same as width.adjust. character. "identity" reference function. Function used to create reference objects for the embedded plots. If NULL, no reference objects are used. Reference objects are plotted on a layer beneath the subplots. They provide a consistent frame of reference to aid comparisons across subplots. Functions that create reference objects include ref_box, ref_hline, and ref_vline. By default, reference is set to ref_box, which creates the familiar mesh pattern associated with grids. ply.aes.ref Details logical. If TRUE (default) aesthetics are calculated separately for each subplot, as with ply_aes. If FALSE aesthetics are calculated based on entire data set for the layer. internal argument used for plotting reference objects. Any variables in the data set may be used as x and y axes to bin on. These major x and y axes need not correspond to the minor x and y axes within each subplot. Minor x and y axes are defined in the subplot aesthetic of geom_subplot2d. To allow interpretation, the major axes of a gridded layer should correspond to the x and y aesthetics for any other (non - gridded) layers in the plot. Value an object of class glayer

9 gg-class 9 Examples ## Not run: ggplot(casualties) + map_afghanistan + geom_subplot2d(aes(lon, lat, subplot = geom_bar(aes(victim,..count.., fill = victim))), bins = c(15,12), ref = NULL, width = rel(0.8)) + coord_map() ## End(Not run) gg-class gg S4 class gg S4 class ggplot-class ggplot S4 class ggplot S4 class ggsubplot Create a ggsubplot object glyph_plot gives a ggplot object the S4 class ggsubplot, see ggsubplot-class. ggsubplot denotes ggplot objects that contain extra information to be used to embed subplots when plotting. ggsubplot objects have similar, but different print and build methods than ggplot2 objects. ggsubplot(ggplot) ggplot a gg or ggplot object

10 10 interval_breaks ggsubplot-class ggsubplot class a ggsubplot object is a ggplot object that has been extended to include methods for embedding subplots when plotting. interval_breaks Pick breaks for interval (1d) bins. Specify either bins or binwidth. interval_breaks(bins = 10, binwidth = NULL, origin = NULL, range = NULL) bins binwidth origin range Desired number of bins Desired bin width Desired origin of first bin Range of values to use, if different to range of data. Value A function that takes a single parameter, a numeric x specifying the data for which breaks are needed, and returns a vector of breaks.

11 is.rel 11 is.rel is x a rel object? is x a rel object? is.rel(x) x an R object Value logical is.sp_layer Is an object (functionally) a sp_layer? Tests whether an object is or ever was a sp_layer. is.sp_layer(x) x an R object Value logical list-class list S4 class list S4 class

12 12 ply_aes names_scales Returns the first aes of a scale, to use as an identifier for the scale Returns the first aes of a scale, to use as an identifier for the scale names_scales(scales) scales a list of ggplot2 scales nasa Nasa data from the 2006 American Statistical Association Data Expo Nasa data from the 2006 American Statistical Association Data Expo ply_aes Compute aesthetics groupwise ply_aes causes the aesthetics of a layer to be computed groupwise. ply_aes implements the splitapply-combine strategy of data analysis in a graphical framework. It first splits a layer s data frame into subgroups, then evaluates the layers mappings separately within each group, and finally combines the results into a single data frame which is used to build the plot for rendering. ply_aes(layer,.vars = NULL) layer.vars a ggplot2 layer or sp_layer object. This layer s aesthetics will be computed groupwise, but the layer will remain the same in every other respect. variable names to group by (optional), stored as a character string Details Users may specify which groupings to use through the.vars argument. If this argument is left NULL, ply_aes will search for and use a group aes, a glyphing or gridding criteria (in a sp_layer), a facetting criteria, or any combination of these that it finds.

13 propogate_aes 13 propogate_aes Ensure each layer contains all aesthetic mappings that affect it. propogate_aes checks for aesthetics defined at the global level of a plot that affect a layer. Propogate_aes moves such aesthetics into the layer s mapping. propogate_aes(layer, plot_mapping) layer plot_mapping ggplot2 layer objects the global data set for a ggplot2 plot propogate_data Ensure each layer contains a data set propogate_data checks each layer for a data set. If none is found it assigns a copy of the plot level data set to the layer. propogate_data avoids the side effects of ggplot2:::map_layout, which performs a similar function. propogate_data(layers, plot_data) layers plot_data ggplot2 layer objects the global data set for a ggplot2 plot proto-class proto S4 class proto S4 class

14 14 ref_hline ref_box Reference box glyph ref_box creates a layer of reference boxes to be plotted behind a layer of glyphs. Each box spans the full width and height of the glyph. Reference boxes make it easier to determine the location of an object within a glyph and to compare objects across glyphs. Reference boxes can also convey information on their own through fill, colour, alpha, linetype, and (line) size mappings. By default the fill and colour parameters of a reference box match the grey and white color scheme of ggplot2 panels in theme_grey. ref_box(mapping = NULL, fill = "grey90", color = "white",...) mapping An aesthetic mapping, usually constructed with aes. fill The color, as a character string, to be used as the fill if fill is not specified in the mapping color The color, as a character string, to be used as the color if color is not specified in the mapping... other arguments to be used as parameters in the reference box layer Details ref_box is a second order function. It returns a function that can be used to create a layer of reference boxes with the specified mapping and parameters. The output of ref_box is intended to be passed as the reference argument for geom_subplot or geom_subplot2d. See Also ref_hline and ref_vline ref_hline Horizontal reference line glyph ref_hline creates a layer of horizontal reference lines to be plotted behind a layer of glyphs. Each line spans the full width of the glyph. The thickness of the line can be adjusted with the thickness argument. Reference lines make it easier to determine the location of an object within a glyph and to compare objects across glyphs. Reference lines can also convey information on their own through fill, colour, alpha, linetype, and (line) size mappings. By default the fill parameter of a reference line is set to white.

15 ref_vline 15 ref_hline(mapping = NULL, thickness = 0.2, fill = "white",...) mapping An aesthetic mapping, usually constructed with aes. thickness the thickness of the line as a proportion of the overall glyph height. Defaults to 0.2. fill The color, as a character string, to be used as the fill if fill is not specified in the mapping... other arguments to be used as parameters in the reference box layer Details ref_hline is a second order function. It returns a function that can be used to create a layer of reference lines with the specified mapping and parameters. The output of ref_hline is intended to be passed as the reference argument for geom_subplot or geom_subplot2d. See Also ref_box and ref_vline ref_vline Vertical reference line glyph ref_vline creates a layer of vertical reference lines to be plotted behind a layer of glyphs. Each line spans the full height of the glyph. The thickness of the line can be adjusted with the thickness argument. Reference lines make it easier to determine the location of an object within a glyph and to compare objects across glyphs. Reference lines can also convey information on their own through fill, colour, alpha, linetype, and (line) size mappings. By default the fill parameter of a reference line is set to white. ref_vline(mapping = NULL, thickness = 0.2, fill = "white",...) mapping An aesthetic mapping, usually constructed with aes. thickness the thickness of the line as a proportion of the overall glyph width. Defaults to 0.2. fill The color, as a character string, to be used as the fill if fill is not specified in the mapping... other arguments to be used as parameters in the reference box layer

16 16 remove_i Details ref_vline is a second order function. It returns a function that can be used to create a layer of reference lines with the specified mapping and parameters. The output of ref_vline is intended to be passed as the reference argument for geom_subplot or geom_subplot2d. See Also ref_box and ref_hline rel Make a rel class object rel class objects are used to specify the width and height of glyphs in geom_subplot calls. The numeric component of the rel object specifies the proportion of the relative width or height to use for the final width or height. The relative width or height of a glyph is calculated at the time a plot is built for rendering. It depends on the number of glyphs in a plot and their placement within the plot. rel(x) x numeric the proportion of the relative width or height to use as the final width or height Value an object of class rel remove_i replace I() with identity remove_i searches through an expression for the I function and replaces it with identity. remove_i is used when an aesthetic has been surrounded with I() to prevent groupwise calculation. remove_i(expr) expr an expression

17 rescale_01 17 rescale_01 rescale vectors to [0,1] rescale_01 rescales every vector in a list of vectors to the range [0, 1]. rescale_01 rescales the vectors as a group (instead of rescaling each vector independently). This is a helpful feature for rescaling related variables (such as xmin and xmax) without nullifying the difference between the two. rescale_01(xvars, xlim = NULL, zero = FALSE) xvars xlim zero a list of vectors NULL (default) or a numeric vector of length two that specifies the range of values to scale to [0, 1] logical. Should zero be added to the range before rescaling? Details If a vector is a character or factor vector, rescale_01 attempts to coerce it to numeric before scaling. The scale is determined by finding the range of values contained in the list of vectors and mapping it ot [0, 1]. If the full range of values to be scaled is not present in the vectors, users can specify the range to be scaled to [0,1] with the xlim argument. Values in the vectors will be rescaled as if they according to this range. Value a list of vectors See Also rescale_11, rescale_2pi

18 18 rescale_11 rescale_11 rescale vectors to [-1,1] rescale_11 rescales every vector in a list of vectors to the range [-1, 1]. rescale_11 rescales the vectors as a group (instead of rescaling each vector independently). This is a helpful feature for rescaling related variables (such as xmin and xmax) without nullifying the difference between the two. rescale_11(xvars, xlim = NULL, zero = FALSE) xvars xlim zero a list of vectors NULL (default) or a numeric vector of length two that specifies the range of values to scale to [-1, 1] logical. Should zero be added to the range before rescaling? Details If a vector is a character or factor vector, rescale_11 attempts to coerce it to numeric before scaling. The scale is determined by finding the range of values contained in the list of vectors and mapping it ot [-1, 1]. If the full range of values to be scaled is not present in the vectors, users can specify the range to be scaled to [-1,1] with the xlim argument. Values in the vectors will be rescaled as if they according to this range. Value a list of vectors See Also rescale_01, rescale_2pi

19 rescale_2pi 19 rescale_2pi rescale vectors to [0, 2 * pi] rescale_2pi rescales every vector in a list of vectors to the range [0, 2 * pi] (e.g, for working with radians). rescale_2pi rescales the vectors as a group (instead of rescaling each vector independently). This is a helpful feature for rescaling related variables (such as xmin and xmax) without nullifying the difference between the two. rescale_2pi(xvars, xlim = NULL, zero = FALSE) xvars xlim zero a list of vectors NULL (default) or a numeric vector of length two that specifies the range of values to scale to [0, 2 * pi] logical. Should zero be added to the range before rescaling? Details If a vector is a character or factor vector, rescale_11 attempts to coerce it to numeric before scaling. The scale is determined by finding the range of values contained in the list of vectors and mapping it to [0, 2 * pi]. If the full range of values to be scaled is not present in the vectors, users can specify the range to be scaled to [0, 2 * pi] with the xlim argument. Values in the vectors will be rescaled as if they according to this range. Value a list of vectors See Also rescale_01, rescale_11

20 20 unpanel sp_layer Create a sp_layer object sp_layer gives a ggplot2 layer object the S4 class sp_layer, see sp_layer-class. ggplot layer objects are usually non-specific proto class objects. A layer should contain an embed variable before being given the class sp_layer. See the function bodies of geom_subplot and geom_subplot2d for examples. sp_layer(layer) layer a proto object that can be used as a layer by the ggplot2 package (i.e, ggplot() + layer should return a graph). sp_layer-class sp_layer class sp_layers are layers made with ggsubplot methods. They are equivalent to the layers made by ggplot2 functions in all ways except that they contain extra information that is used to divide the data into subplots and locate those subplots witihn the layer when plotting. unpanel Format data from a facet plot to use in a ggsubplot plot unpanel replaces the PANEL variable of a data frame with a GLYPH variable. It adjusts the data frame s group variable to retain the grouping information provided by the PANEL variable. unpanel(df) df A data frame. Should be the output of a facetted plot built with ggplot_build Value A modified data frame. See Details.

21 which_untrained 21 which_untrained find scales that have no range yet find scales that have no range yet which_untrained(scales) scales A list of ggplot2 scales which_x find x scale which_x picks out the scale that controls x from a list of scales which_x(scales) scales A list of ggplot2 scales which_y find y scale which_y picks out the scale that controls y from a list of scales which_y(scales) scales A list of ggplot2 scales

22 Index Topic data casualties, 2 nasa, 12 +,gg,sp_layer-method (sp_layer-class), 20 +,ggplot,sp_layer-method (sp_layer-class), 20 +,ggsubplot,sp_layer-method (sp_layer-class), 20 [,sp_layer-method (sp_layer-class), 20 [<-,sp_layer-method (sp_layer-class), 20 $,sp_layer-method (sp_layer-class), 20 $<-,sp_layer-method (sp_layer-class), 20 aes, 3 7, 14, 15 c,sp_layer-method (sp_layer-class), 20 casualties, 2 environment (environment-class), 3 environment-class, 3 free, 6, 8 free (rescale_01), 17 geom_coxcomb, 3 geom_freqstar, 4 geom_point, 7 geom_star, 4, 5 geom_subplot, 6, 14 16, 20 geom_subplot2d, 7, 14 16, 20 gg (gg-class), 9 gg-class, 9 ggplot, 6, 8 ggplot (ggplot-class), 9 ggplot-class, 9 ggplot2, 20 ggplot_build, 20 ggsubplot, 9 ggsubplot-class, 10 ggtransform,sp_layer-method (sp_layer-class), 20 I, 16 identity, 6, 8, 16 interval_breaks, 10 is.rel, 11 is.sp_layer, 11 layer, 3 5 list (list-class), 11 list-class, 11 ls,sp_layer-method (sp_layer-class), 20 names_scales, 12 nasa, 12 ply_aes, 7, 8, 12 print,ggsubplot-method (ggsubplot-class), 10 propogate_aes, 13 propogate_data, 13 proto, 20 proto (proto-class), 13 proto-class, 13 qplot, 7 ref_box, 6, 8, 14, 15, 16 ref_hline, 6, 8, 14, 14, 16 ref_vline, 6, 8, 14, 15, 15 rel, 6, 16 remove_i, 16 rep,sp_layer-method (sp_layer-class), 20 rescale_01, 17, 18, 19 rescale_11, 17, 18, 19 rescale_2pi, 17, 18, 19 show,ggsubplot-method (ggsubplot-class), 10 22

23 INDEX 23 show,sp_layer-method (sp_layer-class), 20 sp_layer, 20 sp_layer-class, 20 theme_grey, 14 unpanel, 20 which_untrained, 21 which_x, 21 which_y, 21

User manual forggsubplot

User manual forggsubplot User manual forggsubplot Garrett Grolemund September 3, 2012 1 Introduction ggsubplot expands the ggplot2 package to help users create multi-level plots, or embedded plots." Embedded plots embed subplots

More information

Package gggenes. R topics documented: November 7, Title Draw Gene Arrow Maps in 'ggplot2' Version 0.3.2

Package gggenes. R topics documented: November 7, Title Draw Gene Arrow Maps in 'ggplot2' Version 0.3.2 Title Draw Gene Arrow Maps in 'ggplot2' Version 0.3.2 Package gggenes November 7, 2018 Provides a 'ggplot2' geom and helper functions for drawing gene arrow maps. Depends R (>= 3.3.0) Imports grid (>=

More information

Package ggmosaic. February 9, 2017

Package ggmosaic. February 9, 2017 Title Mosaic Plots in the 'ggplot2' Framework Version 0.1.2 Package ggmosaic February 9, 2017 Mosaic plots in the 'ggplot2' framework. Mosaic plot functionality is provided in a single 'ggplot2' layer

More information

Package lvplot. August 29, 2016

Package lvplot. August 29, 2016 Version 0.2.0 Title Letter Value 'Boxplots' Package lvplot August 29, 2016 Implements the letter value 'boxplot' which extends the standard 'boxplot' to deal with both larger and smaller number of data

More information

Package ggrepel. September 30, 2017

Package ggrepel. September 30, 2017 Version 0.7.0 Package ggrepel September 30, 2017 Title Repulsive Text and Label Geoms for 'ggplot2' Description Provides text and label geoms for 'ggplot2' that help to avoid overlapping text labels. Labels

More information

Statistical transformations

Statistical transformations Statistical transformations Next, let s take a look at a bar chart. Bar charts seem simple, but they are interesting because they reveal something subtle about plots. Consider a basic bar chart, as drawn

More information

Package ggseas. June 12, 2018

Package ggseas. June 12, 2018 Package ggseas June 12, 2018 Title 'stats' for Seasonal Adjustment on the Fly with 'ggplot2' Version 0.5.4 Maintainer Peter Ellis Provides 'ggplot2' 'stats' that estimate

More information

Getting started with ggplot2

Getting started with ggplot2 Getting started with ggplot2 STAT 133 Gaston Sanchez Department of Statistics, UC Berkeley gastonsanchez.com github.com/gastonstat/stat133 Course web: gastonsanchez.com/stat133 ggplot2 2 Resources for

More information

Package cowplot. March 6, 2016

Package cowplot. March 6, 2016 Package cowplot March 6, 2016 Title Streamlined Plot Theme and Plot Annotations for 'ggplot2' Version 0.6.1 Some helpful extensions and modifications to the 'ggplot2' library. In particular, this package

More information

Package packcircles. April 28, 2018

Package packcircles. April 28, 2018 Package packcircles April 28, 2018 Type Package Version 0.3.2 Title Circle Packing Simple algorithms for circle packing. Date 2018-04-28 URL https://github.com/mbedward/packcircles BugReports https://github.com/mbedward/packcircles/issues

More information

Stat405. Displaying distributions. Hadley Wickham. Thursday, August 23, 12

Stat405. Displaying distributions. Hadley Wickham. Thursday, August 23, 12 Stat405 Displaying distributions Hadley Wickham 1. The diamonds data 2. Histograms and bar charts 3. Homework Diamonds Diamonds data ~54,000 round diamonds from http://www.diamondse.info/ Carat, colour,

More information

Plotting with Rcell (Version 1.2-5)

Plotting with Rcell (Version 1.2-5) Plotting with Rcell (Version 1.2-) Alan Bush October 7, 13 1 Introduction Rcell uses the functions of the ggplots2 package to create the plots. This package created by Wickham implements the ideas of Wilkinson

More information

Package superheat. February 4, 2017

Package superheat. February 4, 2017 Type Package Package superheat February 4, 2017 Title A Graphical Tool for Exploring Complex Datasets Using Heatmaps Version 0.1.0 Description A system for generating extendable and customizable heatmaps

More information

Package crossword.r. January 19, 2018

Package crossword.r. January 19, 2018 Date 2018-01-13 Type Package Title Generating s from Word Lists Version 0.3.5 Author Peter Meissner Package crossword.r January 19, 2018 Maintainer Peter Meissner Generate crosswords

More information

Maps & layers. Hadley Wickham. Assistant Professor / Dobelman Family Junior Chair Department of Statistics / Rice University.

Maps & layers. Hadley Wickham. Assistant Professor / Dobelman Family Junior Chair Department of Statistics / Rice University. Maps & layers Hadley Wickham Assistant Professor / Dobelman Family Junior Chair Department of Statistics / Rice University July 2010 1. Introduction to map data 2. Map projections 3. Loading & converting

More information

Package arphit. March 28, 2019

Package arphit. March 28, 2019 Type Package Title RBA-style R Plots Version 0.3.1 Author Angus Moore Package arphit March 28, 2019 Maintainer Angus Moore Easily create RBA-style graphs

More information

Facets and Continuous graphs

Facets and Continuous graphs Facets and Continuous graphs One way to add additional variables is with aesthetics. Another way, particularly useful for categorical variables, is to split your plot into facets, subplots that each display

More information

Package zebu. R topics documented: October 24, 2017

Package zebu. R topics documented: October 24, 2017 Type Package Title Local Association Measures Version 0.1.2 Date 2017-10-21 Author Olivier M. F. Martin [aut, cre], Michel Ducher [aut] Package zebu October 24, 2017 Maintainer Olivier M. F. Martin

More information

Introduction to Graphics with ggplot2

Introduction to Graphics with ggplot2 Introduction to Graphics with ggplot2 Reaction 2017 Flavio Santi Sept. 6, 2017 Flavio Santi Introduction to Graphics with ggplot2 Sept. 6, 2017 1 / 28 Graphics with ggplot2 ggplot2 [... ] allows you to

More information

Classes 7-8 (4 hours). Graphics in Matlab.

Classes 7-8 (4 hours). Graphics in Matlab. Classes 7-8 (4 hours). Graphics in Matlab. Graphics objects are displayed in a special window that opens with the command figure. At the same time, multiple windows can be opened, each one assigned a number.

More information

Package ggimage. R topics documented: December 5, Title Use Image in 'ggplot2' Version 0.1.0

Package ggimage. R topics documented: December 5, Title Use Image in 'ggplot2' Version 0.1.0 Title Use Image in 'ggplot2' Version 0.1.0 Package ggimage December 5, 2017 Supports image files and graphic objects to be visualized in 'ggplot2' graphic system. Depends R (>= 3.3.0), ggplot2 Imports

More information

An introduction to ggplot: An implementation of the grammar of graphics in R

An introduction to ggplot: An implementation of the grammar of graphics in R An introduction to ggplot: An implementation of the grammar of graphics in R Hadley Wickham 00-0-7 1 Introduction Currently, R has two major systems for plotting data, base graphics and lattice graphics

More information

Package autocogs. September 22, Title Automatic Cognostic Summaries Version 0.1.1

Package autocogs. September 22, Title Automatic Cognostic Summaries Version 0.1.1 Title Automatic Cognostic Summaries Version 0.1.1 Package autocogs September 22, 2018 Automatically calculates cognostic groups for plot objects and list column plot objects. Results are returned in a

More information

Large data. Hadley Wickham. Assistant Professor / Dobelman Family Junior Chair Department of Statistics / Rice University.

Large data. Hadley Wickham. Assistant Professor / Dobelman Family Junior Chair Department of Statistics / Rice University. Large data Hadley Wickham Assistant Professor / Dobelman Family Junior Chair Department of Statistics / Rice University November 2010 1. The diamonds data 2. Histograms and bar charts 3. Frequency polygons

More information

A set of rules describing how to compose a 'vocabulary' into permissible 'sentences'

A set of rules describing how to compose a 'vocabulary' into permissible 'sentences' Lecture 8: The grammar of graphics STAT598z: Intro. to computing for statistics Vinayak Rao Department of Statistics, Purdue University Grammar? A set of rules describing how to compose a 'vocabulary'

More information

Package ggextra. April 4, 2018

Package ggextra. April 4, 2018 Package ggextra April 4, 2018 Title Add Marginal Histograms to 'ggplot2', and More 'ggplot2' Enhancements Version 0.8 Collection of functions and layers to enhance 'ggplot2'. The flagship function is 'ggmarginal()',

More information

Package plotluck. November 13, 2016

Package plotluck. November 13, 2016 Title 'ggplot2' Version of ``I'm Feeling Lucky!'' Version 1.1.0 Package plotluck November 13, 2016 Description Examines the characteristics of a data frame and a formula to automatically choose the most

More information

Package panelview. April 24, 2018

Package panelview. April 24, 2018 Type Package Package panelview April 24, 2018 Title Visualizing Panel Data with Dichotomous Treatments Version 1.0.1 Date 2018-04-23 Author Licheng Liu, Yiqing Xu Maintainer Yiqing Xu

More information

Package rollply. R topics documented: August 29, Title Moving-Window Add-on for 'plyr' Version 0.5.0

Package rollply. R topics documented: August 29, Title Moving-Window Add-on for 'plyr' Version 0.5.0 Title Moving-Window Add-on for 'plyr' Version 0.5.0 Package rollply August 29, 2016 Author ``Alexandre Genin [aut, cre]'' Maintainer Alexandre Genin Apply a function

More information

Package gridgraphics

Package gridgraphics Package gridgraphics Title Redraw Base Graphics Using 'grid' Graphics Version 0.2 June 6, 2017 Description Functions to convert a page of plots drawn with the graphics package into identical output drawn

More information

Desktop Studio: Charts. Version: 7.3

Desktop Studio: Charts. Version: 7.3 Desktop Studio: Charts Version: 7.3 Copyright 2015 Intellicus Technologies This document and its content is copyrighted material of Intellicus Technologies. The content may not be copied or derived from,

More information

ggplot2 basics Hadley Wickham Assistant Professor / Dobelman Family Junior Chair Department of Statistics / Rice University September 2011

ggplot2 basics Hadley Wickham Assistant Professor / Dobelman Family Junior Chair Department of Statistics / Rice University September 2011 ggplot2 basics Hadley Wickham Assistant Professor / Dobelman Family Junior Chair Department of Statistics / Rice University September 2011 1. Diving in: scatterplots & aesthetics 2. Facetting 3. Geoms

More information

Graphical critique & theory. Hadley Wickham

Graphical critique & theory. Hadley Wickham Graphical critique & theory Hadley Wickham Exploratory graphics Are for you (not others). Need to be able to create rapidly because your first attempt will never be the most revealing. Iteration is crucial

More information

Package dotwhisker. R topics documented: June 28, Type Package

Package dotwhisker. R topics documented: June 28, Type Package Type Package Package dotwhisker June 28, 2017 Title Dot-and-Whisker Plots of Regression Results Version 0.3.0 Date 2017-06-28 Maintainer Yue Hu Quick and easy dot-and-whisker plots

More information

Package datasets.load

Package datasets.load Title Interface for Loading Datasets Version 0.1.0 Package datasets.load December 14, 2016 Visual interface for loading datasets in RStudio from insted (unloaded) s. Depends R (>= 3.0.0) Imports shiny,

More information

Package MRMR. August 29, 2016

Package MRMR. August 29, 2016 Package MRMR August 29, 2016 Title Multivariate Regression Models for Reserving Non-life runoff reserves may be analyzed using linear models. This generalizes the special cases of multiplicative chain

More information

Stat 849: Plotting responses and covariates

Stat 849: Plotting responses and covariates Stat 849: Plotting responses and covariates Douglas Bates 10-09-03 Outline Contents 1 R Graphics Systems Graphics systems in R ˆ R provides three dierent high-level graphics systems base graphics The system

More information

Package gtrendsr. August 4, 2018

Package gtrendsr. August 4, 2018 Type Package Title Perform and Display Google Trends Queries Version 1.4.2 Date 2018-08-03 Package gtrendsr August 4, 2018 An interface for retrieving and displaying the information returned online by

More information

Package pairsd3. R topics documented: August 29, Title D3 Scatterplot Matrices Version 0.1.0

Package pairsd3. R topics documented: August 29, Title D3 Scatterplot Matrices Version 0.1.0 Title D3 Scatterplot Matrices Version 0.1.0 Package pairsd3 August 29, 2016 Creates an interactive scatterplot matrix using the D3 JavaScript library. See for more information on D3.

More information

Package ggqc. R topics documented: January 30, Type Package Title Quality Control Charts for 'ggplot' Version Author Kenith Grey

Package ggqc. R topics documented: January 30, Type Package Title Quality Control Charts for 'ggplot' Version Author Kenith Grey Type Package Title Quality Control Charts for 'ggplot' Version 0.0.2 Author Kenith Grey Package ggqc January 30, 2018 Maintainer Kenith Grey Plot single and faceted type quality

More information

Package QCAtools. January 3, 2017

Package QCAtools. January 3, 2017 Title Helper Functions for QCA in R Version 0.2.3 Package QCAtools January 3, 2017 Author Jirka Lewandowski [aut, cre] Maintainer Jirka Lewandowski

More information

Desktop Studio: Charts

Desktop Studio: Charts Desktop Studio: Charts Intellicus Enterprise Reporting and BI Platform Intellicus Technologies info@intellicus.com www.intellicus.com Working with Charts i Copyright 2011 Intellicus Technologies This document

More information

Package coefplot. R topics documented: February 15, Type Package. Title Plots Coefficients from Fitted Models. Version

Package coefplot. R topics documented: February 15, Type Package. Title Plots Coefficients from Fitted Models. Version Package coefplot February 15, 2013 Type Package Title Plots Coefficients from Fitted Models Version 1.1.8 Date 2012-09-28 Author Jared P. Lander Maintainer Plots the coefficients

More information

Package ggiraphextra

Package ggiraphextra Type Package Package ggiraphextra December 3, 2016 Title Make Interactive 'ggplot2'. Extension to 'ggplot2' and 'ggiraph' Version 0.1.0 Maintainer Keon-Woong Moon URL https://github.com/cardiomoon/ggiraphextra

More information

The following presentation is based on the ggplot2 tutotial written by Prof. Jennifer Bryan.

The following presentation is based on the ggplot2 tutotial written by Prof. Jennifer Bryan. Graphics Agenda Grammer of Graphics Using ggplot2 The following presentation is based on the ggplot2 tutotial written by Prof. Jennifer Bryan. ggplot2 (wiki) ggplot2 is a data visualization package Created

More information

Package nullabor. February 20, 2015

Package nullabor. February 20, 2015 Version 0.3.1 Package nullabor February 20, 2015 Tools for visual inference. Generate null data sets and null plots using permutation and simulation. Calculate distance metrics for a lineup, and examine

More information

Package d3plus. September 25, 2017

Package d3plus. September 25, 2017 Type Package Title Seamless 'D3Plus' Integration Version 0.1.0 Author Mauricio Vargas [aut,cre], Joshua Kunst [aut], Dave Landry [ctb], Datawheel [cph] Package d3plus September 25, 2017 Maintainer Mauricio

More information

Package ggimage. R topics documented: November 1, Title Use Image in 'ggplot2' Version 0.0.7

Package ggimage. R topics documented: November 1, Title Use Image in 'ggplot2' Version 0.0.7 Title Use Image in 'ggplot2' Version 0.0.7 Package ggimage November 1, 2017 Supports image files and graphic objects to be visualized in 'ggplot2' graphic system. Depends R (>= 3.3.0), ggplot2 Imports

More information

Package wethepeople. March 3, 2013

Package wethepeople. March 3, 2013 Package wethepeople March 3, 2013 Title An R client for interacting with the White House s We The People petition API. Implements an R client for the We The People API. The client supports loading, signatures,

More information

Package profvis. R topics documented:

Package profvis. R topics documented: Package profvis January 14, 2017 Title Interactive Visualizations for Profiling R Code Version 0.3.3 Interactive visualizations for profiling R code. Depends R (>= 3.0) Imports htmlwidgets (>= 0.3.2),

More information

Package abf2. March 4, 2015

Package abf2. March 4, 2015 Type Package Title Load Gap-Free Axon ABF2 Files Version 0.7-1 Date 2015-03-04 Author Matthew Caldwell Package abf2 March 4, 2015 Maintainer Loads ABF2 files containing gap-free data from electrophysiological

More information

Package docxtools. July 6, 2018

Package docxtools. July 6, 2018 Title Tools for R Markdown to Docx Documents Version 0.2.0 Language en-us Package docxtools July 6, 2018 A set of helper functions for using R Markdown to create documents in docx format, especially documents

More information

Error-Bar Charts from Summary Data

Error-Bar Charts from Summary Data Chapter 156 Error-Bar Charts from Summary Data Introduction Error-Bar Charts graphically display tables of means (or medians) and variability. Following are examples of the types of charts produced by

More information

Package d3heatmap. February 1, 2018

Package d3heatmap. February 1, 2018 Type Package Package d3heatmap February 1, 2018 Title Interactive Heat Maps Using 'htmlwidgets' and 'D3.js' Version 0.6.1.2 Date 2016-02-23 Maintainer ORPHANED Description Create interactive heat maps

More information

Package TPD. June 14, 2018

Package TPD. June 14, 2018 Type Package Package TPD June 14, 2018 Title Methods for Measuring Functional Diversity Based on Trait Probability Density Version 1.0.0 Date 2018-06-13 Author Carlos P. Carmona

More information

Package hypercube. December 15, 2017

Package hypercube. December 15, 2017 Type Package Title Organizing Data in a Hyper Version 0.1.0 Author Michael Scholz Package hyper December 15, 2017 Maintainer Provides methods for organizing data in a hyper (i.e. a multi-dimensional ).

More information

PC-MATLAB PRIMER. This is intended as a guided tour through PCMATLAB. Type as you go and watch what happens.

PC-MATLAB PRIMER. This is intended as a guided tour through PCMATLAB. Type as you go and watch what happens. PC-MATLAB PRIMER This is intended as a guided tour through PCMATLAB. Type as you go and watch what happens. >> 2*3 ans = 6 PCMATLAB uses several lines for the answer, but I ve edited this to save space.

More information

Package gtrendsr. October 19, 2017

Package gtrendsr. October 19, 2017 Type Package Title Perform and Display Google Trends Queries Version 1.4.0 Date 2017-10-19 Package gtrendsr October 19, 2017 An interface for retrieving and displaying the information returned online by

More information

Dr Richard Greenaway

Dr Richard Greenaway SCHOOL OF PHYSICS, ASTRONOMY & MATHEMATICS 4PAM1008 MATLAB 4 Visualising Data Dr Richard Greenaway 4 Visualising Data 4.1 Simple Data Plotting You should now be familiar with the plot function which is

More information

Package grimport. R topics documented: February 20, 2015

Package grimport. R topics documented: February 20, 2015 Version 0.9-0 Depends R (>= 3.0.0), methods, grid, XML Suggests lattice, cluster, colorspace, survival SystemRequirements ghostscript Title Importing Vector Graphics Package grimport February 20, 2015

More information

Package narray. January 28, 2018

Package narray. January 28, 2018 Package narray January 28, 2018 Title Subset- And Name-Aware Array Utility Functions Version 0.4.0 Author Michael Schubert Maintainer Michael Schubert Stacking

More information

Package bootlr. July 13, 2015

Package bootlr. July 13, 2015 Type Package Package bootlr July 13, 2015 Title Bootstrapped Confidence Intervals for (Negative) Likelihood Ratio Tests Version 1.0 Date 2015-07-10 Author Keith A. Marill and Ari B. Friedman Maintainer

More information

Package jstree. October 24, 2017

Package jstree. October 24, 2017 Package jstree October 24, 2017 Title Create Interactive Trees with the 'jquery' 'jstree' Plugin Version 1.0.1 Date 2017-10-23 Maintainer Jonathan Sidi Create and customize interactive

More information

Package geojsonsf. R topics documented: January 11, Type Package Title GeoJSON to Simple Feature Converter Version 1.3.

Package geojsonsf. R topics documented: January 11, Type Package Title GeoJSON to Simple Feature Converter Version 1.3. Type Package Title GeoJSON to Simple Feature Converter Version 1.3.0 Date 2019-01-11 Package geojsonsf January 11, 2019 Converts Between GeoJSON and simple feature objects. License GPL-3 Encoding UTF-8

More information

Stat 849: Plotting responses and covariates

Stat 849: Plotting responses and covariates Stat 849: Plotting responses and covariates Douglas Bates Department of Statistics University of Wisconsin, Madison 2010-09-03 Outline R Graphics Systems Brain weight Cathedrals Longshoots Domedata Summary

More information

Data Visualization. Module 7

Data Visualization.  Module 7 Data Visualization http://datascience.tntlab.org Module 7 Today s Agenda A Brief Reminder to Update your Software A walkthrough of ggplot2 Big picture New cheatsheet, with some familiar caveats Geometric

More information

EXST 7014, Lab 1: Review of R Programming Basics and Simple Linear Regression

EXST 7014, Lab 1: Review of R Programming Basics and Simple Linear Regression EXST 7014, Lab 1: Review of R Programming Basics and Simple Linear Regression OBJECTIVES 1. Prepare a scatter plot of the dependent variable on the independent variable 2. Do a simple linear regression

More information

Ggplot2 QMMA. Emanuele Taufer. 2/19/2018 Ggplot2 (1)

Ggplot2 QMMA. Emanuele Taufer. 2/19/2018 Ggplot2 (1) Ggplot2 QMMA Emanuele Taufer file:///c:/users/emanuele.taufer/google%20drive/2%20corsi/5%20qmma%20-%20mim/0%20classes/1-4_ggplot2.html#(1) 1/27 Ggplot2 ggplot2 is a plotting system for R, based on the

More information

Package gridextra. September 9, 2017

Package gridextra. September 9, 2017 License GPL (>= 2) Package gridextra September 9, 2017 Title Miscellaneous Functions for ``Grid'' Graphics Type Package Provides a number of user-level functions to work with ``grid'' graphics, notably

More information

INFS 2150 / 7150 Intro to Web Development / HTML Programming

INFS 2150 / 7150 Intro to Web Development / HTML Programming XP Objectives INFS 2150 / 7150 Intro to Web Development / HTML Programming Designing a Web Page with Tables Create a text table Create a table using the , , and tags Create table headers

More information

Package io. January 15, 2018

Package io. January 15, 2018 Type Package Package io January 15, 2018 Title A Unified Framework for Input-Output Operations in R Version 0.3.0 Date 2018-01-15 Author David J. H. Shih Maintainer David J. H. Shih

More information

HybridCheck User Manual

HybridCheck User Manual HybridCheck User Manual Ben J. Ward February 2015 HybridCheck is a software package to visualise the recombination signal in assembled next generation sequence data, and it can be used to detect recombination,

More information

The diamonds dataset Visualizing data in R with ggplot2

The diamonds dataset Visualizing data in R with ggplot2 Lecture 2 STATS/CME 195 Matteo Sesia Stanford University Spring 2018 Contents The diamonds dataset Visualizing data in R with ggplot2 The diamonds dataset The tibble package The tibble package is part

More information

Creating a Basic Chart in Excel 2007

Creating a Basic Chart in Excel 2007 Creating a Basic Chart in Excel 2007 A chart is a pictorial representation of the data you enter in a worksheet. Often, a chart can be a more descriptive way of representing your data. As a result, those

More information

Package pmg. R topics documented: March 9, Version Title Poor Man s GUI. Author John Verzani with contributions by Yvonnick Noel

Package pmg. R topics documented: March 9, Version Title Poor Man s GUI. Author John Verzani with contributions by Yvonnick Noel Package pmg March 9, 2010 Version 0.9-42 Title Poor Man s GUI Author John Verzani with contributions by Yvonnick Noel Maintainer John Verzani Depends lattice, MASS, proto, foreign,

More information

Package Grid2Polygons

Package Grid2Polygons Package Grid2Polygons February 15, 2013 Version 0.1-2 Date 2013-01-28 Title Convert Spatial Grids to Polygons Author Jason C. Fisher Maintainer Jason C. Fisher Depends R (>= 2.15.0),

More information

Data visualization with ggplot2

Data visualization with ggplot2 Data visualization with ggplot2 Visualizing data in R with the ggplot2 package Authors: Mateusz Kuzak, Diana Marek, Hedi Peterson, Dmytro Fishman Disclaimer We will be using the functions in the ggplot2

More information

Package fbroc. August 29, 2016

Package fbroc. August 29, 2016 Type Package Package fbroc August 29, 2016 Title Fast Algorithms to Bootstrap Receiver Operating Characteristics Curves Version 0.4.0 Date 2016-06-21 Implements a very fast C++ algorithm to quickly bootstrap

More information

Package kirby21.base

Package kirby21.base Type Package Package kirby21.base October 11, 2017 Title Example Data from the Multi-Modal MRI 'Reproducibility' Resource Version 1.6.0 Date 2017-10-10 Author John Muschelli Maintainer

More information

Lecture 09. Graphics::ggplot I R Teaching Team. October 1, 2018

Lecture 09. Graphics::ggplot I R Teaching Team. October 1, 2018 Lecture 09 Graphics::ggplot I 2018 R Teaching Team October 1, 2018 Acknowledgements 1. Mike Fliss & Sara Levintow! 2. stackoverflow (particularly user David for lecture styling - link) 3. R Markdown: The

More information

Package grimport2. March 20, 2018

Package grimport2. March 20, 2018 Version 0.1-4 Depends R (>= 2.12.0) Package grimport2 March 20, 2018 Imports methods, grdevices, grid, XML, png, jpeg, base64enc Suggests gridsvg, rsvg Title Importing 'SVG' Graphics Functions for importing

More information

Package EnQuireR. R topics documented: February 19, Type Package Title A package dedicated to questionnaires Version 0.

Package EnQuireR. R topics documented: February 19, Type Package Title A package dedicated to questionnaires Version 0. Type Package Title A package dedicated to questionnaires Version 0.10 Date 2009-06-10 Package EnQuireR February 19, 2015 Author Fournier Gwenaelle, Cadoret Marine, Fournier Olivier, Le Poder Francois,

More information

Package reval. May 26, 2015

Package reval. May 26, 2015 Package reval May 26, 2015 Title Repeated Function Evaluation for Sensitivity Analysis Version 2.0.0 Date 2015-05-25 Author Michael C Koohafkan [aut, cre] Maintainer Michael C Koohafkan

More information

Package dgo. July 17, 2018

Package dgo. July 17, 2018 Package dgo July 17, 2018 Title Dynamic Estimation of Group-Level Opinion Version 0.2.15 Date 2018-07-16 Fit dynamic group-level item response theory (IRT) and multilevel regression and poststratification

More information

Package rplotengine. R topics documented: August 8, 2018

Package rplotengine. R topics documented: August 8, 2018 Type Package Version 1.0-7 Date 2018-08-08 Title R as a Plotting Engine Depends R (>= 2.6.2), xtable Package rplotengine August 8, 2018 Description Generate basic charts either by custom applications,

More information

Package geomerge. July 31, 2018

Package geomerge. July 31, 2018 Type Package Title Geospatial Data Integration Version 0.3.1 Date 2018-07-31 Author Karsten Donnay and Andrew M. Linke Maintainer Karsten Donnay Package geomerge July 31, 2018 Geospatial

More information

Package PCADSC. April 19, 2017

Package PCADSC. April 19, 2017 Type Package Package PCADSC April 19, 2017 Title Tools for Principal Component Analysis-Based Data Structure Comparisons Version 0.8.0 A suite of non-parametric, visual tools for assessing differences

More information

Package ggloop. October 20, 2016

Package ggloop. October 20, 2016 Package ggloop Type Package Title Create 'ggplot2' Plots in a Loop Version 0.1.0 October 20, 2016 URL https://github.com/seasmith/ggloop BugReports https://github.com/seasmith/ggloop/issues Pass a data

More information

Package rafalib. R topics documented: August 29, Version 1.0.0

Package rafalib. R topics documented: August 29, Version 1.0.0 Version 1.0.0 Package rafalib August 29, 2016 Title Convenience Functions for Routine Data Eploration A series of shortcuts for routine tasks originally developed by Rafael A. Irizarry to facilitate data

More information

Reproducible Homerange Analysis

Reproducible Homerange Analysis Reproducible Homerange Analysis (Sat Aug 09 15:28:43 2014) based on the rhr package This is an automatically generated file with all parameters and settings, in order to enable later replication of the

More information

Visualizing Data: Customization with ggplot2

Visualizing Data: Customization with ggplot2 Visualizing Data: Customization with ggplot2 Data Science 1 Stanford University, Department of Statistics ggplot2: Customizing graphics in R ggplot2 by RStudio s Hadley Wickham and Winston Chang offers

More information

Package lazydata. December 4, 2016

Package lazydata. December 4, 2016 Type Package Title A LazyData Facility Version 1.1.0 Date 2016-12-05 Author Bill Venables Package lazydata December 4, 2016 Maintainer Bill Venables Description Supplies a LazyData

More information

Package Mondrian. R topics documented: March 4, Type Package

Package Mondrian. R topics documented: March 4, Type Package Type Package Package Mondrian March 4, 2016 Title A Simple Graphical Representation of the Relative Occurrence and Co-Occurrence of Events The unique function of this package allows representing in a single

More information

Package erp.easy. March 2, 2017

Package erp.easy. March 2, 2017 Type Package Package erp.easy March 2, 2017 Title Event-Related Potential (ERP) Data Exploration Made Easy Version 1.1.0 URL https://github.com/mooretm/erp.easy A set of user-friendly functions to aid

More information

Econ 2148, spring 2019 Data visualization

Econ 2148, spring 2019 Data visualization Econ 2148, spring 2019 Maximilian Kasy Department of Economics, Harvard University 1 / 43 Agenda One way to think about statistics: Mapping data-sets into numerical summaries that are interpretable by

More information

Package statar. July 6, 2017

Package statar. July 6, 2017 Package statar July 6, 2017 Title Tools Inspired by 'Stata' to Manipulate Tabular Data Version 0.6.5 A set of tools inspired by 'Stata' to eplore data.frames ('summarize', 'tabulate', 'tile', 'pctile',

More information

Lab5A - Intro to GGPLOT2 Z.Sang Sept 24, 2018

Lab5A - Intro to GGPLOT2 Z.Sang Sept 24, 2018 LabA - Intro to GGPLOT2 Z.Sang Sept 24, 218 In this lab you will learn to visualize raw data by plotting exploratory graphics with ggplot2 package. Unlike final graphs for publication or thesis, exploratory

More information

Package Numero. November 24, 2018

Package Numero. November 24, 2018 Package Numero November 24, 2018 Type Package Title Statistical Framework to Define Subgroups in Complex Datasets Version 1.1.1 Date 2018-11-21 Author Song Gao [aut], Stefan Mutter [aut], Aaron E. Casey

More information

Package gfcanalysis. August 29, 2016

Package gfcanalysis. August 29, 2016 Package gfcanalysis August 29, 2016 Version 1.4 Date 2015-11-20 Title Tools for Working with Hansen et al. Global Forest Change Dataset Maintainer Alex Zvoleff Depends R (>=

More information

Package beanplot. R topics documented: February 19, Type Package

Package beanplot. R topics documented: February 19, Type Package Type Package Package beanplot February 19, 2015 Title Visualization via Beanplots (like Boxplot/Stripchart/Violin Plot) Version 1.2 Date 2014-09-15 Author Peter Kampstra Maintainer Peter Kampstra

More information