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Graph ML / Data Engineering

Twitch Language Detection

Predicted language communities from graph structure using embeddings + supervised learning.

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Stack

PythonNode2VecXGBoostNetworkX

Contributions

  • ·Generated Node2Vec embeddings
  • ·Trained and tuned XGBoost classifier
  • ·Built evaluation and visualization pipeline

Impact

90.1%accuracy on 168k-node Twitch SNAP graph
0.88macro F1 across six language families