Word2Vec Embeddings 2023

Dimensionality Reduction Results

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Word2Vec Word Embeddings

PCA (2 Components)

Word Embeddings Chart

Word Embeddings Chart
T-SNE (2 Components)

Word Embeddings Chart

Word Embeddings Chart
UMAP (2 Components)

Word Embeddings Chart

Word Embeddings Chart

Word2Vec User Embeddings

Bot Status

PCA (2 Components)

Embeddings Chart |  Centroids Chart

Embeddings ChartCentroids Chart
T-SNE (2 Components)

Embeddings Chart |  Centroids Chart

Embeddings ChartCentroids Chart
UMAP (2 Components)

Embeddings Chart |  Centroids Chart

Embeddings ChartCentroids Chart

Opinion Community

PCA (2 Components)

Embeddings Chart |  Centroids Chart

Embeddings ChartCentroids Chart
T-SNE (2 Components)

Embeddings Chart |  Centroids Chart

Embeddings ChartCentroids Chart
UMAP (2 Components)

Embeddings Chart |  Centroids Chart

Embeddings ChartCentroids Chart

Botometer Overall Score

PCA (2 Components)

Embeddings Chart |  Centroids Chart

Embeddings ChartCentroids Chart
T-SNE (2 Components)

Embeddings Chart |  Centroids Chart

Embeddings ChartCentroids Chart
UMAP (2 Components)

Embeddings Chart |  Centroids Chart

Embeddings ChartCentroids Chart

Botometer Astroturf Score

PCA (2 Components)

Embeddings Chart |  Centroids Chart

Embeddings ChartCentroids Chart
T-SNE (2 Components)

Embeddings Chart |  Centroids Chart

Embeddings ChartCentroids Chart
UMAP (2 Components)

Embeddings Chart |  Centroids Chart

Embeddings ChartCentroids Chart

Language Toxicity

PCA (2 Components)

Embeddings Chart |  Centroids Chart

Embeddings ChartCentroids Chart
T-SNE (2 Components)

Embeddings Chart |  Centroids Chart

Embeddings ChartCentroids Chart
UMAP (2 Components)

Embeddings Chart |  Centroids Chart

Embeddings ChartCentroids Chart

News Quality

PCA (2 Components)

Embeddings Chart |  Centroids Chart

Embeddings ChartCentroids Chart
T-SNE (2 Components)

Embeddings Chart |  Centroids Chart

Embeddings ChartCentroids Chart
UMAP (2 Components)

Embeddings Chart |  Centroids Chart

Embeddings ChartCentroids Chart

Fourway (Bot x Opinion)

PCA (2 Components)

Embeddings Chart |  Centroids Chart

Embeddings ChartCentroids Chart
T-SNE (2 Components)

Embeddings Chart |  Centroids Chart

Embeddings ChartCentroids Chart
UMAP (2 Components)

Embeddings Chart |  Centroids Chart

Embeddings ChartCentroids Chart