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.
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githubpackage-managementpackages
13.51 score 324 stars 8 dependents 20k scripts 46k downloadstextclean - 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.
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data-mungingemoticonsregextext-analysistext-cleaning
10.37 score 258 stars 26 dependents 996 scripts 4.6k downloadsqdapRegex - 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.
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qdapregexregular-expression
9.51 score 50 stars 40 dependents 556 scripts 9.7k downloadssentimentr - Calculate Text Polarity Sentiment
Calculate text polarity sentiment at the sentence level and optionally aggregate by rows or grouping variable(s).
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amplifierpolaritysentimentsentiment-analysisvalence-shifter
9.39 score 438 stars 3 dependents 868 scripts 1.6k downloadsqdap - 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.
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qdapquantitative-discourse-analysistext-analysistext-miningtext-plottingopenjdk
9.36 score 187 stars 4 dependents 1.5k scripts 1.1k downloadstextshape - Tools for Reshaping Text
Tools that can be used to reshape and restructure text data.
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data-reshapingmanipulationsentence-boundary-detectiontext-datatext-formatingtidy
8.99 score 53 stars 40 dependents 538 scripts 5.7k downloadslexicon - Lexicons for Text Analysis
A collection of lexical hash tables, dictionaries, and word lists.
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hashlexiconlookupnames-frequentstopwordstext-dictionariestext-mining
8.73 score 113 stars 29 dependents 278 scripts 3.9k downloadstextstem - 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.
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lemmatizationstemmingtext-mining
8.66 score 46 stars 14 dependents 1.3k scripts 1.8k downloadswakefield - Generate Random Data Sets
Generates random data sets including: data.frames, lists, and vectors.
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data-generationwakefield
7.55 score 256 stars 250 scripts 1.8k downloadsqdapTools - 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.
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7.03 score 15 stars 6 dependents 399 scripts 881 downloadsqdapDictionaries - Dictionaries and Word Lists for the 'qdap' Package
A collection of text analysis dictionaries and word lists for use with the 'qdap' package.
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6.11 score 4 stars 7 dependents 194 scripts 1.6k downloadsnumform - 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.
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number-formating
5.78 score 52 stars 231 scripts 655 downloads