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# Exploration of Sentiment Analysis using Lexicon and Machine-Learning Based Methods
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This repo demostrated the submission for an in-class NLP sentiment analysis competition held at Microsoft AI Singapore group using the techniques learned in class to classify text in identifying positive or negative sentiment.
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This repo provides the submission entry for an in-class NLP sentiment analysis competition held at Microsoft AI Singapore group using the techniques learned in class to classify text in identifying positive or negative sentiment.
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The data for this in-class competition comes from the Sentiment140 dataset where the training and test data consists of randomly sampled 10% and 5% of the Sentiment140 dataset.
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