Impression is a graduation project aims to develop an Arabic sentiment analyzer using Python. Leveraging the capabilities of machine learning and NLP libraries, this program tried to create a robust and efficient tool that can accurately classify Arabic text into positive, or Negative sentiments.
The development of this sentiment analyzer involves several key steps, including data collection, preprocessing, feature extraction, model training, evaluation and Deployment.
- Watch our demo video here.
- To analyze the sentiment of a sentence or paragraph, enter the text in the designated field and click the
تحليلbutton. - To analyze the sentiment of a file containing multiple sentences, click the
ارفع ملفbutton and select your desired file.
- https://github.com/SssiiiSssiii/ArabicDataset with some additional sentences and cleaning
Made by
- Mahmoud Ahmed Shimy
- Ahmed Gamal Abdallah
- Machael Naeem Khalaf
Supervisor
- Dr. Azaa Taha
- First
downloadthe Program - Click
انطباعto run the program - Enjoy