R: Add Uncertainty to Data Visualisations

# Add Uncertainty to Data Visualisations

## 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