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An unsupervised method for target-specific stance detection using embeddings-based clustering and projection techniques. Achieves 90% precision without requiring platform-specific features.
We use the BERT language model for Twitter sentiment analysis leading to the US 2020 presidential elections. We investigate if sentiment analysis can provide an indication of the outcome of the results using canonical LSTM and BERT language model.
Real-time data analytics on COVID-19 over a Twitter Stream using Big Data Technologies of Hadoop Ecosystem such as Flume, Kafka and Spark Streaming. Flask is used to display dashboards.