Package: saotd 0.3.1

saotd: Sentiment Analysis of Twitter Data

This analytic is an in initial foray into sentiment analysis. This analytic will allow a user to access the Twitter API (once they create their own developer account), ingest tweets of their interest, clean / tidy data, perform topic modeling if interested, compute sentiment scores utilizing the Bing Lexicon, and output visualizations.

Authors:Evan Munson [aut, cre], Christopher Smith [aut], Bradley Boehmke [aut], Jason Freels [aut]

saotd_0.3.1.tar.gz
saotd_0.3.1.zip(r-4.5)saotd_0.3.1.zip(r-4.4)saotd_0.3.1.zip(r-4.3)
saotd_0.3.1.tgz(r-4.4-any)saotd_0.3.1.tgz(r-4.3-any)
saotd_0.3.1.tar.gz(r-4.5-noble)saotd_0.3.1.tar.gz(r-4.4-noble)
saotd_0.3.1.tgz(r-4.4-emscripten)saotd_0.3.1.tgz(r-4.3-emscripten)
saotd.pdf |saotd.html✨
saotd/json (API)
NEWS

# Install 'saotd' in R:
install.packages('saotd', repos = c('https://evan-l-munson.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/evan-l-munson/saotd/issues

Datasets:

On CRAN:

bing-lexiconlatent-dirichlet-allocationn-gramsplotsentiment-analysistidy-datatopicanalysistweetstwitter-data

6.63 score 12 stars 118 scripts 228 downloads 21 exports 90 dependencies

Last updated 4 months agofrom:8082912169. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 08 2024
R-4.5-winOKNov 08 2024
R-4.5-linuxOKNov 08 2024
R-4.4-winOKNov 08 2024
R-4.4-macOKNov 08 2024
R-4.3-winOKNov 08 2024
R-4.3-macOKNov 08 2024

Exports:%>%bigrambigram_networkmerge_termsnumber_topicsposneg_wordstrigramtweet_acquiretweet_boxtweet_corpus_distributiontweet_distributiontweet_max_scorestweet_min_scorestweet_scorestweet_tidytweet_timetweet_topicstweet_violinunigramword_corrword_corr_network

Dependencies:askpassbackportsBHbitbit64broomcachemclicolorspacecpp11crayoncurldplyrfansifarverfastmapgenericsggforceggplot2ggraphggrepelgluegmpgraphlayoutsgridExtragtablehmshttrhttr2igraphisobandjaneaustenrjsonlitelabelinglatticeldatuninglifecyclelubridatemagrittrMASSMatrixmemoisemgcvmimemodeltoolsmunsellnlmeNLPopensslpillarpkgconfigplyrpolyclipprettyunitsprogresspurrrR6rappdirsRColorBrewerRcppRcppArmadilloRcppEigenreshape2rlangRmpfrrtweetscalesslamSnowballCstringistringrsyssystemfontstibbletidygraphtidyrtidyselecttidytexttimechangetmtokenizerstopicmodelstweenrutf8vctrsviridisviridisLitewidyrwithrxml2

Sentiment Analysis of Twitter Data

Rendered fromsaotd.Rmdusingknitr::rmarkdownon Nov 08 2024.

Last update: 2023-09-03
Started: 2019-02-11