Patterns and Statistical Differences Between Two Groups of Strings

Methods include converting series of event names to strings, finding common patterns in a group of strings, discovering featured patterns when comparing two groups of strings as well as the number and starting position of each pattern in each string, obtaining transition matrix, computing transition entropy, statistically comparing the difference between two groups of strings, and clustering string groups. Event names can be any action names or labels such as events in log files or areas of interest (AOIs) in eye tracking research.


Quantify patterns in a group of strings and comparison between two groups of strings.

Installation

devtools::install_github("dstgithub/GrpString")

Usage

library(GrpString)
GrpString()

News

GrpString 0.3.2

  • Updated 2017-08-15:

  • Add function EveS.

  • Change the name of function 'UniPatterns' to 'FeaturedPatt'.

  • Functions CommonPatt and CommonPattern: column names with '_total' changed to '_grp'.

  • Function StrKclust: update cluter plot

GrpString 0.3.1

  • Updated 2017-04-13:

  • Add functions DupRm, StrHclust, StrKclust, TransEntro, and TransEntropy.

  • Functions TransInfo and TransMx: strings with length < 2 are ignored for transitions.

  • Add link(s) of other function(s) in 'SeeAlso' in all the .Rd file.

  • Correct misspellings in some .Rd files.

GrpString 0.2.1

  • Updated 2017-03-14:

  • Add function TransMx.

  • Function CommonPattern: the file that contains all possible substrings is no longer exported.

GrpString 0.1.1

  • Updated 2017-02-10:

  • Correct the title of 'str2'.

  • Update 'references' in 'CommonPatt', 'CommonPattern' and 'TransInfo'.

  • Correct misspellings in the description of some files.

GrpString 0.1.0

  • Created 2017-01-06

Reference manual

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install.packages("GrpString")

0.3.2 by Hui (Tom) Tang, 2 years ago


Browse source code at https://github.com/cran/GrpString


Authors: Hui Tang , Norbert J. Pienta


Documentation:   PDF Manual  


GPL-2 license


Imports utils, plyr, Rcpp, cluster, graphics, stats

Suggests testthat


See at CRAN