stm-package | Structural Topic Model |
estimateEffect | Estimates regressions using an STM object |
findThoughts | Find Thoughts |
gadarian | Gadarian and Albertson data |
gadarianFit | Gadarian and Albertson data |
labelTopics | Label topics |
manyTopics | Performs model selection across separate STM's that each assume different numbers of topics. |
plot.estimateEffect | Plot effect of covariates on topics |
plot.STM | Plot summary of an STM object |
plot.topicCorr | Plot a topic correlation graph |
plotModels | Plots semantic coherence and exclusivity for high likelihood models outputted from selectModel. |
plotQuote | Plots strings |
plotTopicLoess | Plot some effects with loess |
poliblog5k | CMU 2008 Political Blog Corpus |
poliblog5k.docs | CMU 2008 Political Blog Corpus |
poliblog5k.meta | CMU 2008 Political Blog Corpus |
poliblog5k.voc | CMU 2008 Political Blog Corpus |
prepDocuments | Prepare documents for analysis with 'stm' |
print.labelTopics | Label topics |
print.STM | Summary Function for the STM objects |
readCorpus | Read in a corpus file. |
s | Make a B-spline Basis Function |
selectModel | Assists the user in selecting the best STM model. |
stm | Variational EM for the Structural Topic Model |
summary.STM | Summary Function for the STM objects |
textProcessor | Process a vector of raw texts |
topicCorr | Estimate topic correlation |
topicQuality | Plots semantic coherence and exclusivity for each topic. |