Neural Information Processing Systems is one of the top machine learning conferences in the world where groundbreaking work is published. In this Project, we analyzed a large collection of NIPS research papers from the past decade to discover the latest trends in machine learning. The techniques used here to handle large amounts of data can be applied to other text datasets as well.Familiarity with Python and pandas is required to complete this Project, as well as experience with Natural Language Processing in Python, sklearn specifically.