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emoji_prediction's Introduction

Predicting emojis here, folks

So, how it all works:

  • folder /data: the anonymized dataset used for analysis
  • folder /getting_data_EDA: data loading, preparation and EDA
  • folder /word_embeddings: CBOW and Skipgram models, clustering, TSNE
  • folder /rf_classifier: word2vec, LDA, random forest
  • sentiments were predicted here https://github.com/olgasilyutina/socialsent/tree/master

Project presentation

It is right here

Prediction example

message: Я в тюрьме всем нашим ауе здесь так плохо и одиноко лучше сюда непопадать здесь ломается моя жизнь

recommended emojis: 😭😔😒😪😢

original emoji: 😪

References

Authored by Aina Nurmagombetova 🤙 Alina Cherepanova 🙋 Anya Bataeva 🤯 Olya Silyutina 🤔

emoji_prediction's People

Contributors

fyzbt avatar olgasilyutina avatar anurma avatar

Stargazers

Igor Kuznetsov avatar  avatar

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