pacman - Package Management Tool
Tools to more conveniently perform tasks associated with add-on packages. pacman conveniently wraps library and package related functions and names them in an intuitive and consistent fashion. It seeks to combine functionality from lower level functions which can speed up workflow.
Last updated 4 years ago
githubpackage-managementpackages
310 stars 7.70 score 1 dependencies 9 dependentssentimentr - Calculate Text Polarity Sentiment
Calculate text polarity sentiment at the sentence level and optionally aggregate by rows or grouping variable(s).
Last updated 3 years ago
amplifierpolaritysentimentsentiment-analysisvalence-shifter
426 stars 7.10 score 48 dependenciestextclean - Text Cleaning Tools
Tools to clean and process text. Tools are geared at checking for substrings that are not optimal for analysis and replacing or removing them (normalizing) with more analysis friendly substrings (see Sproat, Black, Chen, Kumar, Ostendorf, & Richards (2001) <doi:10.1006/csla.2001.0169>) or extracting them into new variables. For example, emoticons are often used in text but not always easily handled by analysis algorithms. The replace_emoticon() function replaces emoticons with word equivalents.
Last updated 3 years ago
data-mungingemoticonsregextext-analysistext-cleaning
244 stars 6.28 score 33 dependencies 20 dependentswakefield - Generate Random Data Sets
Generates random data sets including: data.frames, lists, and vectors.
Last updated 4 years ago
data-generationwakefield
256 stars 5.89 score 33 dependenciesqdap - Bridging the Gap Between Qualitative Data and Quantitative Analysis
Automates many of the tasks associated with quantitative discourse analysis of transcripts containing discourse including frequency counts of sentence types, words, sentences, turns of talk, syllables and other assorted analysis tasks. The package provides parsing tools for preparing transcript data. Many functions enable the user to aggregate data by any number of grouping variables, providing analysis and seamless integration with other R packages that undertake higher level analysis and visualization of text. This affords the user a more efficient and targeted analysis. 'qdap' is designed for transcript analysis, however, many functions are applicable to other areas of Text Mining/ Natural Language Processing.
Last updated 4 years ago
qdapquantitative-discourse-analysistext-analysistext-miningtext-plotting
174 stars 5.32 score 72 dependencies 3 dependentslexicon - Lexicons for Text Analysis
A collection of lexical hash tables, dictionaries, and word lists.
Last updated 3 years ago
hashlexiconlookupnames-frequentstopwordstext-dictionariestext-mining
111 stars 5.23 score 29 dependencies 24 dependentsqdapRegex - Regular Expression Removal, Extraction, and Replacement Tools
A collection of regular expression tools associated with the 'qdap' package that may be useful outside of the context of discourse analysis. Tools include removal/extraction/replacement of abbreviations, dates, dollar amounts, email addresses, hash tags, numbers, percentages, citations, person tags, phone numbers, times, and zip codes.
Last updated 11 months ago
qdapregexregular-expression
49 stars 5.17 score 1 dependencies 39 dependentstextshape - Tools for Reshaping Text
Tools that can be used to reshape and restructure text data.
Last updated 6 months ago
data-reshapingmanipulationsentence-boundary-detectiontext-datatext-formatingtidy
49 stars 4.90 score 3 dependencies 33 dependentstextstem - Tools for Stemming and Lemmatizing Text
Tools that stem and lemmatize text. Stemming is a process that removes endings such as affixes. Lemmatization is the process of grouping inflected forms together as a single base form.
Last updated 6 years ago
lemmatizationstemmingtext-mining
43 stars 3.78 score 51 dependencies 10 dependentsnumform - Tools to Format Numbers for Publication
Format numbers and plots for publication; includes the removal of leading zeros, standardization of number of digits, addition of affixes, and a p-value formatter. These tools combine the functionality of several 'base' functions such as 'paste()', 'format()', and 'sprintf()' into specific use case functions that are named in a way that is consistent with usage, making their names easy to remember and easy to deploy.
Last updated 3 years ago
number-formating
51 stars 3.21 score 1 dependencies 1 dependentsqdapTools - Tools for the 'qdap' Package
A collection of tools associated with the 'qdap' package that may be useful outside of the context of text analysis.
Last updated 1 years ago
16 stars 2.55 score 5 dependencies 5 dependentsqdapDictionaries - Dictionaries and Word Lists for the 'qdap' Package
A collection of text analysis dictionaries and word lists for use with the 'qdap' package.
Last updated 7 years ago
4 stars 2.17 score 0 dependencies 6 dependents