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hypercube (version 0.2.1)

Organizing Data in Hypercubes

Description

Provides functions and methods for organizing data in hypercubes (i.e., a multi-dimensional cube). Cubes are generated from molten data frames. Each cube can be manipulated with five operations: rotation (change.dimensionOrder()), dicing and slicing (add.selection(), remove.selection()), drilling down (add.aggregation()), and rolling up (remove.aggregation()).

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Version

Install

install.packages('hypercube')

Monthly Downloads

180

Version

0.2.1

License

GPL-3

Maintainer

Michael Scholz

Last Published

February 28th, 2020

Functions in hypercube (0.2.1)

as.data.frame.Cube

Converts the actual view of a cube to a data frame

plot,Cube-method

Visualizes a Cube object as parallel coordinate plot

Dimension-class

add.aggregation

Adds an aggregation to a hypercube

change.dimensionOrder

Changes the order of the dimensions in a given cube

show,Cube-method

Shows a Cube object

Calculates the dimension importances of a given cube.

print.Importances

Prints an Importances object.

hypercube-package

Provides functions and methods for organizing data in hypercubes

Adds selection criteria to a hypercube

show,Dimension-method

Shows a Dimension object

Generates a hypercube from a given dataframe

remove.aggregation

Removes aggregations from a hypercube

Shows a summary for the given cube

remove.selection

Removes selection criteria from a hypercube

Calculates the sparsity of a given cube.