The Titanic dataset analysis focuses on exploring passenger information such as age, gender, class, and embarkation point to understand the factors that influenced survival rates. By applying data cleaning, visualization, and statistical methods, patterns like the higher survival rate of women and children compared to men, and the impact of passenger class on survival, can be revealed.