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This paper proposes a technique to analyze and visualize the human-machine interaction corpus using VisualChat. The evaluation used in this study is based on real-time interaction between machines or software robots called AINI (Artificial Intelligent Natural Language Identity) and online human user using MSN Messenger, a web-based messaging system called MSN Chat. The result shows that VisualChat is a useful tool to evaluate the human-machine interaction corpus.