Add Uncertainty to Data Visualisations

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Documentation for package ‘ggdibbler’ version 0.6.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

D G P S T U W

-- D --

dibble_to_tibble

Simulate outcomes from dibble to make a tibble

-- G --

geom_abline_sample	Reference lines with uncertainty: horizontal, vertical, and diagonal
geom_area_sample	Ribbons and area plots with uncertainty
geom_bar_sample	Uncertain Bar Charts
geom_bin_2d_sample	Uncertain heatmap of 2d bin counts
geom_boxplot_sample	An uncertain box and whiskers plot (in the style of Tukey)
geom_col_sample	Uncertain Bar Charts
geom_contour_filled_sample	Uncertain 2D contours of a 3D surface
geom_contour_sample	Uncertain 2D contours of a 3D surface
geom_count_sample	Uncertain Count overlapping points
geom_crossbar_sample	Vertical intervals: lines, crossbars & errorbars with uncertainty
geom_curve_sample	Line segments and curves with uncertainty
geom_density2d_filled_sample	Uncertain contours of a 2D density estimate
geom_density2d_sample	Uncertain contours of a 2D density estimate
geom_density_2d_filled_sample	Uncertain contours of a 2D density estimate
geom_density_2d_sample	Uncertain contours of a 2D density estimate
geom_density_sample	Visualise densities with Uncertainty
geom_dotplot_sample	Dot plot with uncertainty
geom_errorbar_sample	Vertical intervals: lines, crossbars & errorbars with uncertainty
geom_freqpoly_sample	Histograms and frequency polygons with uncertainty
geom_hex_sample	Uncertain hexagonal heatmap of 2d bin counts
geom_histogram_sample	Histograms and frequency polygons with uncertainty
geom_hline_sample	Reference lines with uncertainty: horizontal, vertical, and diagonal
geom_jitter_sample	Uncertain Jittered Points
geom_label_sample	Uncertain Text
geom_linerange_sample	Vertical intervals: lines, crossbars & errorbars with uncertainty
geom_line_sample	Uncertain Connected observations
geom_path_sample	Uncertain Connected observations
geom_pointrange_sample	Vertical intervals: lines, crossbars & errorbars with uncertainty
geom_point_sample	Visualise Uncertain Points
geom_polygon_sample	Uncertain Polygons
geom_qq_line_sample	A quantile-quantile plot with uncertainty
geom_qq_sample	A quantile-quantile plot with uncertainty
geom_quantile_sample	Quantile regression with uncertainty
geom_raster_sample	Plot rectangles with uncertainty
geom_rect_sample	Plot rectangles with uncertainty
geom_ribbon_sample	Ribbons and area plots with uncertainty
geom_rug_sample	Uncertain Rug plots in the margins
geom_segment_sample	Line segments and curves with uncertainty
geom_sf_sample	Visualise Sf Objects with Uncertainty
geom_smooth_sample	Uncertain Smooth
geom_spoke_sample	Line segments parameterised by location, direction and distance, with uncertainty
geom_step_sample	Uncertain Connected observations
geom_text_sample	Uncertain Text
geom_tile_sample	Plot rectangles with uncertainty
geom_violin_sample	Violin plots with uncertainty
geom_vline_sample	Reference lines with uncertainty: horizontal, vertical, and diagonal

-- P --

PositionDodgeDodge	Nested dodge positions
PositionDodgeIdentity	Nested dodge positions
PositionIdentityDodge	Nested dodge positions
PositionIdentityStack	Nested stack positions
PositionNest	Any combination of nested positions
PositionStackDodge	Nested stack positions
PositionStackIdentity	Nested stack positions
PositionSubdivide	Subdivide position aesthetic in a geometry
position_dodge_dodge	Nested dodge positions
position_dodge_identity	Nested dodge positions
position_dodge_nested	Nested dodge positions
position_identity_dodge	Nested dodge positions
position_identity_identity	Nested identity positions
position_identity_stack	Nested stack positions
position_nest	Any combination of nested positions
position_stack_dodge	Nested stack positions
position_stack_identity	Nested stack positions
position_stack_nested	Nested stack positions
position_subdivide	Subdivide position aesthetic in a geometry

-- S --

sample_expand	Simulate outcomes from dibble to make a tibble
scale_continuous_distribution	Position scales for continuous distributions
scale_discrete_distribution	Position scales for discrete distributions
scale_type.distribution	Sets scale for distributions
scale_x_continuous_distribution	Position scales for continuous distributions
scale_x_discrete_distribution	Position scales for discrete distributions
scale_y_continuous_distribution	Position scales for continuous distributions
scale_y_discrete_distribution	Position scales for discrete distributions
smaller_diamonds	An uncertain (and shrunk down) version of the diamonds data from'ggplot2'
smaller_uncertain_diamonds	An uncertain (and shrunk down) version of the diamonds data from'ggplot2'
StatAlignSample	Ribbons and area plots with uncertainty
StatBin2dSample	Uncertain heatmap of 2d bin counts
StatBindotSample	Dot plot with uncertainty
StatBinhexSample	Uncertain hexagonal heatmap of 2d bin counts
StatBinSample	Histograms and frequency polygons with uncertainty
StatBoxplotSample	An uncertain box and whiskers plot (in the style of Tukey)
StatConnectSample	Connect uncertain observations
StatContourFilledSample	Uncertain 2D contours of a 3D surface
StatContourSample	Uncertain 2D contours of a 3D surface
StatCountSample	Uncertain Bar Charts
StatDensity2dFilledSample	Uncertain contours of a 2D density estimate
StatDensity2dSample	Uncertain contours of a 2D density estimate
StatDensitySample	Uncertain Count overlapping points
StatEcdfSample	Compute uncertain empirical cumulative distributions
StatEllipseSample	Compute normal data ellipses with uncertainty
StatIdentitySample	Generates a sample from a distribution
StatManualSample	Manually compute transformations with uncertainty
StatQqLineSample	A quantile-quantile plot with uncertainty
StatQqSample	A quantile-quantile plot with uncertainty
StatQuantileSample	Quantile regression with uncertainty
StatSfSample	Visualise Sf Objects with Uncertainty
StatSmoothSample	Uncertain Smooth
StatSummary2dSample	Bin and summarise in 2d (rectangle & hexagons) with uncertain inputs
StatSummaryBinSample	Summarise y values at unique/binned x with uncertainty
StatSummaryHexSample	Bin and summarise in 2d (rectangle & hexagons) with uncertain inputs
StatSummarySample	Summarise y values at unique/binned x with uncertainty
StatSumSample	Uncertain Count overlapping points
StatUniqueSample	Remove duplicates (with uncertainty?)
StatYdensitySample	Violin plots with uncertainty
stat_align_sample	Ribbons and area plots with uncertainty
stat_bin_2d_sample	Uncertain heatmap of 2d bin counts
stat_bin_hex_sample	Uncertain hexagonal heatmap of 2d bin counts
stat_bin_sample	Histograms and frequency polygons with uncertainty
stat_boxplot_sample	An uncertain box and whiskers plot (in the style of Tukey)
stat_connect_sample	Connect uncertain observations
stat_contour_filled_sample	Uncertain 2D contours of a 3D surface
stat_contour_sample	Uncertain 2D contours of a 3D surface
stat_count_sample	Uncertain Bar Charts
stat_density_2d_filled_sample	Uncertain contours of a 2D density estimate
stat_density_2d_sample	Uncertain contours of a 2D density estimate
stat_density_sample	Visualise densities with Uncertainty
stat_ecdf_sample	Compute uncertain empirical cumulative distributions
stat_ellipse_sample	Compute normal data ellipses with uncertainty
stat_identity_sample	Generates a sample from a distribution
stat_manual_sample	Manually compute transformations with uncertainty
stat_qq_line_sample	A quantile-quantile plot with uncertainty
stat_qq_sample	A quantile-quantile plot with uncertainty
stat_quantile_sample	Quantile regression with uncertainty
stat_smooth_sample	Uncertain Smooth
stat_summary_2d_sample	Bin and summarise in 2d (rectangle & hexagons) with uncertain inputs
stat_summary_bin_sample	Summarise y values at unique/binned x with uncertainty
stat_summary_hex_sample	Bin and summarise in 2d (rectangle & hexagons) with uncertain inputs
stat_summary_sample	Summarise y values at unique/binned x with uncertainty
stat_sum_sample	Uncertain Count overlapping points
stat_unique_sample	Remove duplicates (with uncertainty?)
stat_ydensity_sample	Violin plots with uncertainty

-- T --

toy_temp	A toy data set that has the ambient temperature as measured by a collection of citizen scientists for each Iowa county
toy_temp_dist	A toy data set that provides data for a map with the temperature of each area represented by a random variable.

-- U --

uncertain_diamonds	An uncertain (and shrunk down) version of the diamonds data from'ggplot2'
uncertain_economics	An uncertain version of the economics data from'ggplot2'
uncertain_economics_long	An uncertain version of the economics data from'ggplot2'
uncertain_faithful	Old Faithful data with uncertainty
uncertain_faithfuld	2d density estimate of Old Faithful data with uncertainty
uncertain_mpg	An uncertain version of the MPG data from 'ggplot2'
uncertain_mtcars	An uncertain version of the mtcars data from base R 'datasets'

-- W --

walktober

Step Counts from Walktober 2025 Challenge