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Stylometric Analysis Explorer:
42 Books / 42 Years
Most Frequent Word (MFW) Count:
100
Stopwords:
ⓘ
Stopwords are words that commonly occur in texts, such as "the," "is," and "for." Conventionally, they are filtered out in NLP tasks, but in stylometry, they may point to the unconscious stylistic fingerprint of an author.
Include Stopwords
PCA Color By:
Gender
Publication Date
Select Novel:
ⓘ
A positive z-score indicates that the novel uses the word more than average, and a negative z-score indicates the opposite.
Principal Component:
ⓘ
A positive loading means that the presence of this word contributes to the principal component, while a negative loading means that its absence contributes to the principal component.
PC1
PC2
1. PCA Plot
2. Distinctive Words (Top 5 -/+)
3. Loadings (Top 10)
4. Cluster Analysis
5. Distance Heatmap