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

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Documentation for package ‘spinifex’ version 0.2.7

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spinifex-package spinifex
array2df Turns a tour path array into a long data frame.
basis_guided The last basis of a guided tour
basis_pca The basis of Principal Component Analysis (PCA)
BreastCancer Wisconsin Breast Cancer Database
create_manip_space Create a manipulation space to rotate the manip variable in.
is_orthonormal Test if a numeric matrix is orthonormal.
manip_var_guided The number of the variable that has the max/min absolute norm in final basis. Useful for setting the manip_var argument.
manip_var_pca The number of the variable that has the max/min absolute value in the first Principal Component (of PCA)rank'-th largest contribution to projection space. Useful for setting the manip_var argument.
manual_tour Produce the series of projection bases to rotate a variable into and out of a projection.
pan_zoom Pan (offset) and zoom (scale) a 2 column matrix or dataframe.
PimaIndiansDiabetes_long Pima Indians Diabetes Database
PimaIndiansDiabetes_wide Pima Indians Diabetes Database
play_manual_tour Animate a manual tour
play_tour_path Animates the provided tour path.
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
scale_10 Standarize each column of data to have a range of (0, 1).
scale_axes Returns the axis scale and position.
scale_sd Centers by mean and scales by the standard deviation of each column of data.
spinifex spinifex
theme_spinifex A ggplot2 theme containing theme_void and coord_fixed. The default value for ggproto arguments in spinifex functions.
view_frame Plot a single frame of a manual tour
view_manip_space Plot projection frame and return the axes table.
weather Sample dataset of daily weather observations from Canberra airport in Australia.
wine The wine dataset from the UCI Machine Learning Repository.