Chapter1. Introduction.- Chapter 2. Current State of Art.- Chapter 3. Literature Review.- Chapter 4. Twitter Datasets Used.- Chapter 5. Visual and Text Sentiment Analysis.- Chapter 6. Experimental Setup: Visual and Text Sentiment Analysis through Hierarchical Deep Learning Networks.- Chapter 7. Twitter Datasets Used.- Chapter 8. Experimental Results.- Chapter 9. Conclusion.