examples.md

Example Notebooks

Try the following tutorials and examples to learn and evaluate various features of the Lets-Plot library.

• Quickstart and User Guide
• Geoms and Stats
• Correlation Plot
• Q-Q Plot
• Marginal Plot
• Joint Plot
• Residual Plot
• Images
• Position Adjustment
• Scales
  • Axis Position
• Time Series
• Facets
• Coordinate Systems
• Grouping Plots
• Ordering categories, asDiscrete() function
• Export to File
• Formatting
• Themes
• Data Sampling
• Tooltip Customization
• GeoTools Support

Quickstart and User Guide

• quickstart.ipynb
• user_guide.ipynb

Geoms and Stats

geomHistogram, geomDensity, geomVLine, geomFreqpoly, geomBoxplot:

• distributions.ipynb
• boxplot_whisker_width.ipynb

geomPie:

• geom_pie.ipynb
• annotations_for_pie.ipynb
• stat_count_2d.ipynb

geomLollipop: geom_lollipop.ipynb

geomViolin, geomAreaRidges: geom_violin.ipynb ridgeline_plot.ipynb quantile_parameters.ipynb

geomDotplot: geom_dotplot

geomYDotplot: geom_ydotplot.ipynb

geomErrorBar, geomLine, geomPoint, geomBar, geomCrossbar, geomLineRange, geomPointRange:

• error_bars.ipynb
• horizontal_error_bars.ipynb

geomPoint, geomSmooth (statSmooth):

• scatter_plot.ipynb
• geom_smooth.ipynb
• aes_stroke.ipynb

geomDensity2D, geomDensity2DFilled, geomBin2D, geomPolygon, geomPoint: density_2d.ipynb

geomTile, geomContour, geomPolygon (Stat.contour), geomContourFilled: contours.ipynb

geomText, geomLabel, label format:

• label_format.ipynb
• geom_label.ipynb
• geom_text_and_label_features.ipynb

Correlation Plot

• correlation_plot.ipynb

Q-Q Plot

• Geometries: geomQQ, geomQQLine, geomQQ2, geomQQ2Line
• Quick Q-Q plot: qqPlot()

qq_plots.ipynb

Marginal Plot, ggmarginal()

• marginal_layers.ipynb

Joint Plot

• joint_plot.ipynb

Residual Plot

• residual_plot.ipynb

Images

• image_101.ipynb
• image_fisher_boat.ipynb
• image_grayscale.ipynb
• image_extent.ipynb

Position Adjustment

• positionDodge() : error_bars.ipynb
• positionDodgeV() : horizontal_error_bars.ipynb
• positionJitter() : scatter_plot.ipynb
• positionStack(), positionFill() : position_stack.ipynb

Scales

• scaleColorManual, scaleFillManual : error_bars.ipynb
• scaleXContinuous, scaleShapeManual : scatter_plot.ipynb
• scaleColorGradient : density_2d.ipynb
• scaleFillHue, scaleFillGrey, scaleColorGradient : contours.ipynb
• Viridis scales : colors_viridis.ipynb

Axis Position

• axis_position.ipynb

Time Series

scaleXDatetime, scaleYDatetime, scaleYTime, scaleYTime

• scale_time.ipynb
• formatting_axes_etc.ipynb

Facets

facetGrid(), facetWrap()

• facets.ipynb
• facets_free_scales.ipynb

Coordinate Systems

coordCartesian(), coordFixed(), coordMap(), coordFlip()

• coord_flip.ipynb

Grouping Plots

GGBunch

GGBunch allows to show a collection of plots on one figure. Each plot in the collection can have arbitrary location and size. There is no automatic layout inside the bunch.

• ggbunch.ipynb
• geom_smooth.ipynb

gggrid()

A simple utility which you can use to arrange plots in a regular grid.

• plot_grid.ipynb

Ordering categories, asDiscrete() function

• ordering_examples.ipynb
• geom_smooth.ipynb

Export to File

The ggsave() function is an easy way to export plot to a file in SVG, HTML or raster formats.

• export_to_file.ipynb

Formatting

• formatting_axes_etc
• label_format.ipynb

Themes

Complete themes: themeBW, themeGrey, themeLight, themeClassic, themeMinimal and themeMinimal2 (used by default).

complete_themes.ipynb

Use the theme() function to modify components of a theme.

• themes.ipynb
• legend_and_axis.ipynb
• Title, subtitle, caption
• font size and family
• label hjust, vjust
• label margins

Color schemes (flavors): flavorDarcula, flavorSolarizedLight, flavorSolarizedDark, flavorHighContrastLight, flavorHighContrastDark.

theme_flavors.ipynb.

Data Sampling

Sampling is a special technique of data transformation, which helps dealing with large datasets and overplotting.

See: Sampling in Lets-Plot.

• Pick sampling on Bar-chart: sampling_pick.ipynb
• Stratified sampling: sampling_stratified.ipynb

Tooltip Customization

• tooltip_config.ipynb
• tooltips_theme.ipynb

GeoTools Support

See GeoTools Support.

• geotools_naturalearth.ipynb
• geom_label.ipynb
• projection_provided.ipynb