Classifying Problem and Solution Framing in Congressional Social Media

1. 1Collect and preprocess a large dataset of social media posts from US Senators
2. 2Develop and train a machine learning model to classify posts as problem or solution focused
3. 3Evaluate the performance of the model using a labeled subset of tweets
4. 4Refine the model to improve accuracy and adapt to new data

Data scientists and AI engineers on a team can benefit from this research to improve their natural language processing models, while policymakers can use the findings to better understand public discourse on social media

💡 Automated classification of social media posts can help policymakers and researchers understand public discourse and identify areas for improvement

📊 Classifying Senator tweets as problem or solution focused with AI #NLProc