Natural Language Processing

wordcloud – create attractive word clouds, visualize differences and similarity between documents

wordcloud creates attractive word clouds, visualize differences and similarity between documents, and avoid over-plotting in scatter plots with text.

The word cloud is a commonly used plot to visualize a speech or set of documents in a succinct way. Word clouds add simplicity and clarity. The most used keywords stand out better in a word cloud. They are also a useful communication tool. And they have the benefit of being more visually engaging than a table data.

This R package is released under an open source license.

Key Features

  • Comparison cloud.
  • Commonality cloud.

Website: www.fellstat.com
Support: Documentation
Developer: Ian Fellows
License: GNU Lesser General Public License, version 2.1

wordcloud is written in R. Learn R with our recommended free books and free tutorials.


Related Software

R Natural Language Processing Tools
tidytextText mining using dplyr, ggplot2, and other tidy tools
quantedaR package for Quantitative Analysis of Textual Data
text2vecFramework with API for text analysis and natural language processing
wordcloudCreate attractive word clouds
tmText Mining Infrastructure in R
srtringiFast and portable character string processing in R
StringrString manipulation in R
UDPipeTokenization, Tagging, Lemmatization and Dependency Parsing
tokenizersConvert natural language text into tokens
spacyrR wrapper around the Python spaCy package
Word VectorsBuild and explore embedding models
syuzhetExtraction of sentiment and sentiment-based plot arcs from text
textTinyRText processing for small or big data
sentimentrDictionary based sentiment analysis
textcleanCollection of tools to clean and normalize text
TALLExplore, model, and visualize textual data
corpustoolsVarious tools for analyzing text corpora
topicmodelsInterface to LDA and CTM models
textAnalyzing natural language with transformers-based large language models
RTextToolsAutomatic text classification via supervised learning

Read our verdict in the software roundup.


Best Free and Open Source Software Explore our comprehensive directory of recommended free and open source software. Our carefully curated collection spans every major software category.

This directory is part of our ongoing series of informative articles for Linux enthusiasts. It features hundreds of detailed reviews, along with open source alternatives to proprietary solutions from major corporations such as Google, Microsoft, Apple, Adobe, IBM, Cisco, Oracle, and Autodesk.

You’ll also find interesting projects to try, hardware coverage, free programming books and tutorials, and much more.

Discovered a useful open source Linux program that we haven’t covered yet? Let us know by completing this form.
Subscribe
Notify of
guest
0 Comments
Oldest
Newest Most Voted