# Manual Tours, Manual Control of Dynamic Projections of Numeric Multivariate Data

## Documentation for package ‘spinifex’ version 0.3.10

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

## Help Pages

spinifex-package | spinifex
.bind_elements2df | Binds replicated elements of a list as columns of a data frame.
.init4proto | Initialize common obj from .global 'ggtour()' objects & test their existence
.lapply_rep_len | Replicate all vector elements of a list
animate_gganimate | Animate a ggtour as a .gif via '{gganimate}'
animate_plotly | Animate a ggtour as and HTML widget via '{plotly}'
append_fixed_y | Append a fixed vertical height
array2df | Turns a tour path array into a long data frame.
basis_guided | Solve for the last basis of a guided tour.
basis_half_circle | Create a basis that gives uniform contribution in a circle
basis_odp | The basis of Orthogonal Discriminant Projection (ODP)
basis_olda | The basis of Orthogonal Linear Discriminant Analysis (OLDA)
basis_onpp | The basis of Orthogonal Neighborhood Preserving Projection (ONPP)
basis_pca | The basis of Principal Component Analysis (PCA)
BreastCancer_na.rm | Wisconsin Breast Cancer Database
create_manip_space | Create a manipulation space to rotate the manipulation variable in.
devMessage | Development message
draw_basis | Draw a basis on a static ggplot
facet_wrap_tour | Wrap a 1d ribbon of panels into 2d for animation
filmstrip | Create a "filmstrip" of the frames of a ggtour.
ggtour | Prepare a new grammar of graphics tour
ide | Intrinsic dimension estimation (ide).
interpolate_manual_tour | Interpolates a manual tour
is_any_layer_class | Check ggplot layers for use of a specific geom
is_orthonormal | Orthonormality of a matrix
manip_var_of | Suggest a manipulation variable.
manual_tour | Produce the series of projection bases to rotate a variable into and out of a projection.
map_absolute | Manually offset and scale the first 2 columns of a matrix or data.frame.
map_relative | Returns the axis scale and position.
penguins_na.rm | Size measurements for adult foraging penguins near Palmer Station, Antarctica
PimaIndiansDiabetes_long | Pima Indians Diabetes Dataset, long
PimaIndiansDiabetes_wide | Pima Indians Diabetes Dataset, wide
play_manual_tour | Animate a manual tour. superseded
play_tour_path | Animates the provided tour path.
plot_pca | Plot 2 components of Principal Component Analysis
plot_pca_scree | Plot 2 components of Principal Component Analysis
proto_basis | Tour proto for a 2D and 1D basis axes respectively
proto_basis1d | Tour proto for a 2D and 1D basis axes respectively
proto_def | Wrapper function for default 2D/1D tours respectively.
proto_def1d | Wrapper function for default 2D/1D tours respectively.
proto_def2d | Wrapper function for default 2D/1D tours respectively.
proto_default | Wrapper function for default 2D/1D tours respectively.
proto_default1d | Wrapper function for default 2D/1D tours respectively.
proto_default2d | Wrapper function for default 2D/1D tours respectively.
proto_density | Tour proto for data, 1D density, with rug marks
proto_density1d | Tour proto for data, 1D density, with rug marks
proto_density2d | Tour proto for data, 1D density, with rug marks
proto_frame_cor2 | Tour proto for frames square correlation
proto_hex | Tour proto for data, hexagonal heatmap
proto_highlight | Tour proto highlighing specified points
proto_highlight1d | Tour proto highlighing specified points
proto_highlight_2d | Tour proto highlighing specified points
proto_hline | Tour proto adding a vertical/horizontal line
proto_hline0 | Tour proto adding a vertical/horizontal line
proto_origin | Tour proto for data origin zero mark
proto_origin1d | Tour proto for data origin zero mark
proto_origin2d | Tour proto for data origin zero mark
proto_point | Tour proto for data point
proto_points | Tour proto for data point
proto_text | Tour proto for data, text labels
proto_text_repel | Tour proto for data, text labels that repel
proto_vline | Tour proto adding a vertical/horizontal line
proto_vline0 | Tour proto adding a vertical/horizontal line
render_ | Prepare the ggplot object before passing to either animation package.
render_gganimate | Render the frames as a _gganimate_ animation.
render_plotly | Animation the frames as a HTML widget.
rotate_manip_space | Performs a rotation on the manipulation space of the given manip var.
run_app | Runs a shiny app demonstrating manual tours
save_history | Save a tour basis array.
scale_01 | Preprocess numeric variables
scale_colour_discrete | Set default color & fill for discrete variables
scale_fill_discrete | Set default color & fill for discrete variables
scale_sd | Preprocess numeric variables
spinifex | spinifex
theme_spinifex | Theme spinifex
view_frame | Plot a single frame of a manual tour.
view_manip_space | Plot 2D projection frame and return the axes table.
weather | Sample dataset of daily weather observations from Canberra airport in Australia.
weather_na.rm | Sample dataset of daily weather observations from Canberra airport in Australia.
wine | The wine dataset from the UCI Machine Learning Repository.