An Automated Cleaning Tool for Semantic and Linguistic Data

Implements several functions that automates the cleaning and spell-checking of text data. Also converges, finalizes, removes plurals and continuous strings, and puts text data in binary format for semantic network analysis. Uses the 'SemNetDictionaries' package to make the cleaning process more accurate, efficient, and reproducible.


Changes in version 0.9.9

o animals.database: a database for animals was added

o animals.misnomer: common misnomers for animals was added

o textcleaner: added database functionality, which makes the cleaning process more accurate, efficient, and reproducible

o several wrapper functions added to aid textcleaning from a database

Changes in version 0.1.2

o autoConverge: significantly improved interface

o separated all function files into individual files

o semnetcleaner (changed to textcleaner): added argument to input participants by row or column; ids now included for output; added output to show what spellcheck changed

o destr: improved functionality to allow selection of separating character

o randwalk: added a function to simulate random walks on the network to examine spontaenous spreading activation

o bin2resp: a function to change cleaned binary response data back into character data for each participant

Changes in version 0.1.1

o cosine: added cosine similarity

o semnetboot: changed name to partboot and added the cosine similarity

o semnetmeas: moved from NetworkToolbox

o plot.partboot: a function that generates "raindrop" plots for bootstrapped data

o org.plot: an organization function for plot.partboot (not for individual use)

o convert2cytoscape: added a function to convert a network matrix into a sparse matrix for Cytoscape visualization

o added new examples with corresponding data files

Changes in version 0.1.0

o autoConverge: created an automated converge function to eliminate the manual converge process

o autoDeStr: created an automated de-string function to eliminate most manual de-stringing

o fine-tuned most functions

o semnetboot: moved from package NetworkToolbox

Reference manual

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1.3.4 by Alexander P. Christensen, 4 months ago

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Authors: Alexander P. Christensen [aut, cre]

Documentation:   PDF Manual  

GPL (>= 3.0) license

Imports stringdist, searcher, tcltk, foreign, readxl, R.matlab, stringi, rstudioapi, easycsv, shiny, editData, miniUI

Depends on SemNetDictionaries

Suggests knitr, htmlTable, markdown, rmarkdown

See at CRAN