This study shows the analysis on the newspaper editorials based upon the reports to the mainstream media of Korea in regards to the election superintendent near to the election date on 2nd of June, 2010. The titles and contents of the newspaper editorials on the election superintendent are analyzed, already published in public through four newspaper groups in Korea; Chosun Ilbo, Dong-A Ilbo, Kyunghyang Newspapaer, Hankyoreh Newspaper. Analysis periods are set in from January, 2010 to March, 2011. The social network text analysis methods are conducted , which combining social network analysis and the text analysis. The analysis on the frequency and degree centrality of words used in the titles and contents on newspaper editorials are provided. The network maps and a dendrogram between the key words are suggested. Through this study, the key words with the high frequency and high degree of centrality in the newspaper editorials on the election superintendent are 'education', 'free meal at school', 'national teacher's union', 'candidates' and 'progress'. It shows high interests and much concerns of people on the election superintendent before the election and good attentions on the superintendent selected by popular vote. However, the political neutrality and the orientation to the educational policy were weak during the election.