Predicting emojis here, folks

So, how it all works:

But first, pip install

!pip install -e git+https://github.com/olgasilyutina/emopok.git#egg=emopok
from emopok import emopok
emopok.textfeatures()

• data is here
• models are here
• you can repeat data preparation process here
• run xgboost here
• sentiments were predicted here

Project presentation

DataFest 6 presentation video is right there ~ 4:22:15

PDF version of our presentation is 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: 😪

more examples here

References

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