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Project for the class Advanced Methods in Applied Statistics 2022 at UCPH

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KimiKreil/DetectingHateSpeechInTweets

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DetectingHateSpeechInTweets

Project for the class Advanced Methods in Applied Statistics 2022 at UCPH

PreProcessor----------- Cleans the data, including use of NLP mmethods, and creates the datafile parsed_data.csv

FeatureExtractor------- Extracts features sentiment score and readability from the data and creates the datafile parsed_data_with_features.csv

BoW-------------------- Uses bag of word approach and a LinearSVC model to produce predictions on test

TF-IDF----------------- Uses bag of word approach and a LinearSVC model to produce predictions on test

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Project for the class Advanced Methods in Applied Statistics 2022 at UCPH

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