sentiment_analysis_german_election

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