The ultimate goal of this paper is to provide an analysis of 481 YouTube videos in connection with North Korea. A point to note is that the six-word expression was the most widely used one in 481 YouTube videos. A further point to note is that the word North Korea was the most widely used one in 481 YouTube videos, followed by the word war, the word country, the word missile, the word person, the word Russia, the word US, and the word China, in that order. It is worth pointing out, on the other hand, that topic 7 was the most widely used one in 481 YouTube videos, followed by topic 4, topic 1 (topic 3), and topic 6, in descending order. With respect to the frequency of YouTube videos, it is interesting to note that the word Facebook occurred in 232 YouTube videos (the highest). This in turn indicates that it was the most widely used one in 481 YouTube videos. Finally, it is worthwhile noting that the words News, drill, missile, etc. are directly linked to the word North Korea. It is also worthwhile pointing out that the word weapon is linked to the word test and the latter is linked to the word missile again.