This is the Repository of the paper "Sentiment analysis in the field of social media for the 2021 German Federal Election".
See in Data the:
- Annotated Datasets
- Predicted, whole Dataset
- Notebook, how Graphs were built
See in Models:
- the Notebooks for the three different approaches (BERT, Lexicon-based, Traditional ML)
- best performing BERT model with 93% can be seen on Huggingface: https://huggingface.co/mox/gBERt_base_twitter_sentiment_politicians/tree/main