The current investigation takes up Ernest Hemingway’s The Old Man and the Sea and provides a corpus-based analysis by selecting monologues as data for this study. The focal point of this corpus analysis is to highlight and identify textual features in the construction of the character of Santiago. This study goes for a corpus stylistic analysis of the selected text and unravels textual features which were previously unnoticed. Only monologues are selected as corpus data and AntConc 3.5.8 (Anthony, 2010) is utilized as a tool for corpus analysis. The study displays the significant role of corpus-based approaches for a better understanding of a literary text. It is clear after this analysis, corpus-based approaches in studying Hemingway's monologues highlight linguistic features of monologues and provide new avenues and perspectives, thus enhancing the value of literary corpus stylistics.