Package: needmining 0.1.1
Dorian Proksch
needmining: A Simple Needmining Implementation
Showcasing needmining (the semi-automatic extraction of customer needs from social media data) with Twitter data. It uses the handling of the Twitter API provided by the package 'rtweet' and the textmining algorithms provided by the package 'tm'. Niklas Kuehl (2016) <doi:10.1007/978-3-319-32689-4_14> wrote an introduction to the topic of needmining.
Authors:
needmining_0.1.1.tar.gz
needmining_0.1.1.tar.gz(r-4.5-noble)needmining_0.1.1.tar.gz(r-4.4-noble)
needmining_0.1.1.tgz(r-4.4-emscripten)needmining_0.1.1.tgz(r-4.3-emscripten)
needmining.pdf |needmining.html✨
needmining/json (API)
NEWS
| # Install 'needmining' in R: |
| install.packages('needmining', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- NMTrainingData - Training dataset regarding the user needs for smart speakers
- NMdataToClassify - Test dataset regarding the user needs for smart speakers
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 6 years agofrom:87486fd0c4. Checks:2 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Jan 25 2025 |
| R-4.5-linux | OK | Jan 25 2025 |
Exports:downloadTweetsfilterTweetsMachineLearningfilterTweetsNeedwordsreadNeedminingFileremoveTweetsStopwordssaveNeedminingFiletwitterLogin
Dependencies:askpassBHbitbit64clicrayoncurlfansigluehmshttrhttr2jsonlitelifecyclemagrittrmimeNLPopensslpillarpkgconfigprettyunitsprogressR6randomForestrappdirsRcpprlangrtweetslamSnowballCSparseMstringistringrsystautibbletmutf8vctrswithrxml2
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Functions for a simple needmining implementation | needmining-package needmining |
| Downloading Tweets based on a keyword list | downloadTweets |
| Classify needs based on machine learning | filterTweetsMachineLearning |
| Filter tweets containing need indicating words | filterTweetsNeedwords |
| Test dataset regarding the user needs for smart speakers | NMdataToClassify |
| Training dataset regarding the user needs for smart speakers | NMTrainingData |
| Read Tweet file | readNeedminingFile |
| Remove Tweets containing stopwords | removeTweetsStopwords |
| Save Tweet file | saveNeedminingFile |
| Login into Twitter API | twitterLogin |