Emadabdelhamied/Arabic-Sentiment-Analysis-in-Tweets

Arabic-Sentiment-Analysis-in-Tweets

Arabization Spring 2022 Project

Table of Contents

1. Requirements
2. Dataset
3. Model Architecture
4. Notebook
5. References

1. Requirements

Recommended System Requirements to train model.

• A good CPU and a GPU with atleast 8GB memory
• Atleast 8GB of RAM

Required libraries for Python along with their version numbers used while making & testing of this project

• Python - 3.6.7
• Numpy - 1.16.4
• Tensorflow - 1.13.1
• Keras - 2.2.4
• nltk - 3.2.5
• Matplotlib - 3.0.3
• scikit-learn - 1.0.2

2. Dataset

• Positive_Dataset
• Negative_Dataset
Download Link Credits: Kaggle

3. Model Architecture

4. Notebook

• Our Notebook

5. References

• Sentiment Analysis of Arabic Tweets