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EA - Twitter Sentiment Classification Team Project

2301ACDS_TeamBM3

ExploreAI Advanced Classification Predict Team:


Tercius Mapholo - @TerciusMapholo

Mantsali Sekoli - @Mantsali

Fumani Thibela - @Fumani09

Colette Muiruri Wamuchie - @muiruric

Link to Kaggle competition - https://www.kaggle.com/competitions/edsa-sentiment-classification

Introduction


A machine learning model that can classify whether or not a person believes in climate change based on their tweets. The results will enable companies to access a diverse range of consumer sentiments towards climate hence empowering them to make informed business decisions.

Getting Started Guide


Requirements

  • Python version 3.9.12
  • Jupyter 6.4.8
  • IPython 8.2.0
  • nltk 3.7
  • torch 2.0.1
  • emoji 2.5.1
  • imbalanced-learn 0.10.1

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Template repository for the EDSA Classification Predict

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  • Python 100.0%