hierarchicalSets: Set Data Visualization Using Hierarchies

Pure set data visualization approaches are often limited in scalability due to the combinatorial explosion of distinct set families as the number of sets under investigation increases. hierarchicalSets applies a set centric hierarchical clustering of the sets under investigation and uses this hierarchy as a basis for a range of scalable visual representations. hierarchicalSets is especially well suited for collections of sets that describe comparable comparable entities as it relies on the sets to have a meaningful relational structure.

Author
Thomas Lin Pedersen
Date of publication
2016-04-12 17:01:37
Maintainer
Thomas Lin Pedersen <thomasp85@gmail.com>
License
GPL (>= 2)
Version
1.0.2

View on CRAN

Man pages

create_hierarchy
Create and store hierarchcical sets
format_sets
Parse different set formats into ngCMatrix format
hierarchicalSets
Hierarchical analysis and visualization of set data
hs-get
Getters for HierarchicalSet objects
outlier_hierarchy
Create a new hierarchy based on the outlying elements
outlying_elements
Extract the outlying elements from each set pair
plot.HierarchicalSet
Visualize hierarchical sets
plot_outlier_distribution
Plot the outlying elements of a HierarchicalSet object
power_trans
Create a power transformation object
twitter
Followers of 100 twitter users

Files in this package

hierarchicalSets
hierarchicalSets/src
hierarchicalSets/src/deBoor.h
hierarchicalSets/src/deBoor.cpp
hierarchicalSets/src/bSpline.cpp
hierarchicalSets/src/RcppExports.cpp
hierarchicalSets/src/setClustering.cpp
hierarchicalSets/NAMESPACE
hierarchicalSets/NEWS.md
hierarchicalSets/data
hierarchicalSets/data/twitter.rda
hierarchicalSets/R
hierarchicalSets/R/hierarchicalSets-package.R
hierarchicalSets/R/visuals.R
hierarchicalSets/R/hSet.R
hierarchicalSets/R/hierarchicalSet.R
hierarchicalSets/R/twitter.R
hierarchicalSets/R/RcppExports.R
hierarchicalSets/README.md
hierarchicalSets/MD5
hierarchicalSets/DESCRIPTION
hierarchicalSets/man
hierarchicalSets/man/power_trans.Rd
hierarchicalSets/man/plot_outlier_distribution.Rd
hierarchicalSets/man/twitter.Rd
hierarchicalSets/man/hierarchicalSets.Rd
hierarchicalSets/man/hs-get.Rd
hierarchicalSets/man/plot.HierarchicalSet.Rd
hierarchicalSets/man/create_hierarchy.Rd
hierarchicalSets/man/outlying_elements.Rd
hierarchicalSets/man/format_sets.Rd
hierarchicalSets/man/outlier_hierarchy.Rd