here you can find HAAD, an arabic dataset for Sentiment analysis. a detailed description with a download link is mentioned in the paper.

link:

https://www.researchgate.net/publication/278668681_Human_Annotated_Arabic_Dataset_of_Book_Reviews_for_Aspect_Based_Sentiment_Analysis

Bellow, I have attached a paper on "SANA: A Large Scale Multi-Genre, Multi-Dialect Lexicon for Arabic Subjectivity and Sentiment Analysis". This paper may help you. 

Regards,

Santosh

Thanks Mr. Santosh Dash , I have read this paper. I need the lexicon that they have made.

I hope to use these papers usefully 

Arabic Sentiment Analysis and Cross-lingual Sentiment Resources

http://saifmohammad.com/WebPages/ArabicSA.html 

A Large Scale Arabic Sentiment Lexicon

for Arabic Opinion Mining

https://www.aclweb.org/anthology/W/W14/W14-3623.pdf

SLSA: A Sentiment Lexicon for Standard Arabic

http://www.emnlp2015.org/proceedings/EMNLP/pdf/EMNLP304.pdf

Thanks eng.Doaa Mohey El-Din 

The links that you put are really benefit

I want to ask for your help again, I want to ask if you can help me in finding the SLSA lexicon cause I have tried the link mentioned in the paper and I did not get it? 

Dear Eng, Esra'a Bani Issa

I think these websites can help you

http://www.coli.uni-saarland.de/projects/salsa/

and 

http://www.abbreviations.com/term/1775516

I think you need to connect with authors in link

https://www.researchgate.net/publication/301446002_SLSA_A_Sentiment_Lexicon_for_Standard_Arabic

Conference Paper SLSA: A Sentiment Lexicon for Standard Arabic

Thank you very much Eng.Doha, I have sent a message to the author.

Once I got the lexicon I will in sha Allah put it here.

Thank you very much Dr. El-Beltagy

Thank you for mentioning that Dr. Shadi AlZu'bi