Sentiment Analysis tries to predict the polarity of comments in social media. In this paper we present a state of art about sentiment analysis for the Algerian dialect, one of the Arabic languages used on social media and which has few resources. First, a brief description is given regarding the characteristics and challenges of the Algerian dialect. Then the study of papers dealing with sentiment analysis for the Algerian dialect is done with their classification by approach considering tools used and the best results obtained. We also try to enumerate resources that are used in Algerian dialect sentiment analysis works.