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- 0.0. Metadata
- 1.0. Reading Texts
- 1.1. Working with a Corpus
- 1.2. 1. Permutation tests1.2.2. MCMCChange and difference
- 1.2.1. Linear model with OLS
- 1.2.2. Linear model - Bayesian approach
- 1.2.3 Comparing word use between years
- 1.2.4 Comparing word use between corpora
- 1.3. Feature selection
- 1.3.1. Keywords
- 1.3.2. N-grams
- 1.3.3. Entities
- 1.4. Colocates added colocation
- 1.6. Latent Semantic Analysis
- 1.7. Topic modeling
- 1.7.1. Latent Dirichlet Allocation
- 1.7.2. Hierarchical Dirichlet Process
- 1.7.3. LDA with Tethne and MALLET
- 1.8. Skipgram Model
- 2.0. Co-author graphs
- 2.1. Co-citation graphs
By and large, what has made the very notion of computational humanities thinkable is the digitization of texts. This includes the conversion of print texts into digital form as well as the digital production of texts—the vast majority of texts produced in the 21st century are “born digital,” even if they are subsequently circulated in print form.
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