Using lexRankr to find a user’s most representative tweets | Get user tweets | Lexrank Analysis | Repeating tweetRank analysis for other users
Package: lexRankr 0.5.2
lexRankr: Extractive Summarization of Text with the LexRank Algorithm
An R implementation of the LexRank algorithm described by G. Erkan and D. R. Radev (2004) <doi:10.1613/jair.1523>.
Authors:
lexRankr_0.5.2.tar.gz
lexRankr_0.5.2.zip(r-4.7-x86_64)lexRankr_0.5.2.zip(r-4.7-arm64)lexRankr_0.5.2.zip(r-4.6-x86_64)lexRankr_0.5.2.zip(r-4.6-arm64)lexRankr_0.5.2.zip(r-4.5-x86_64)
lexRankr_0.5.2.tgz(r-4.6-x86_64)lexRankr_0.5.2.tgz(r-4.6-arm64)lexRankr_0.5.2.tgz(r-4.5-x86_64)lexRankr_0.5.2.tgz(r-4.5-arm64)
lexRankr_0.5.2.tar.gz(r-4.7-arm64)lexRankr_0.5.2.tar.gz(r-4.7-x86_64)lexRankr_0.5.2.tar.gz(r-4.6-arm64)lexRankr_0.5.2.tar.gz(r-4.6-x86_64)
lexRankr_0.5.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
lexRankr/json (API)
| # Install 'lexRankr' in R: |
| install.packages('lexRankr', repos = c('https://adamspannbauer.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/adamspannbauer/lexrankr/issues
Datasets:
- smart_stopwords - SMART English Stopwords
lexranklexrank-algorithmnlprstatcpp
Last updated from:87f49161e3. Checks:15 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 90 | ||
| linux-devel-x86_64 | OK | 120 | ||
| source / vignettes | OK | 167 | ||
| linux-release-arm64 | OK | 96 | ||
| linux-release-x86_64 | OK | 117 | ||
| macos-release-arm64 | OK | 173 | ||
| macos-release-x86_64 | OK | 201 | ||
| macos-oldrel-arm64 | OK | 365 | ||
| macos-oldrel-x86_64 | OK | 422 | ||
| windows-devel-arm64 | OK | 357 | ||
| windows-devel-x86_64 | OK | 127 | ||
| windows-release-arm64 | OK | 389 | ||
| windows-release-x86_64 | OK | 87 | ||
| windows-oldrel-x86_64 | OK | 103 | ||
| wasm-release | OK | 98 |
Exports:bind_lexrankbind_lexrank_lexRanklexRankFromSimilsentenceParsesentenceSimilsentenceTokenParsetokenizeunnest_sentencesunnest_sentences_
Dependencies:clicpp11glueigraphlatticelifecyclemagrittrMatrixpkgconfigRcpprlangSnowballCvctrs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Bind lexrank scores to a dataframe of text | bind_lexrank bind_lexrank_ |
| Extractive text summarization with LexRank | lexRank |
| Compute LexRanks from pairwise sentence similarities | lexRankFromSimil |
| Utility to parse sentences from text | sentence_parser |
| Parse text into sentences | sentenceParse |
| Compute distance between sentences | sentenceSimil |
| Parse text into sentences and tokens | sentenceTokenParse |
| SMART English Stopwords | smart_stopwords |
| Tokenize a character vector Parse the elements of a character vector into a list of cleaned tokens. | tokenize |
| Split a column of text into sentences | unnest_sentences unnest_sentences_ |