Consideration on the variation of financial data of institutions for canonical correlation analysis

In these days, progress of e-government and spread of electrical data lead to the prevail of public open databases, and also lead to the large amount of data analysis applications applying to these official open data. With regard to data analysis method, Canonical Correlation Analysis, which is one of the basic data analysis method and also data visualization method, is becoming the requisite skill for data scientists in this Big Data era. This paper examines the open data of financial data of education institutions. Especially, we focus on the higher education institutions and their financial data. In addition, we examine the variation of data and its problem to the data analysis. We aim to apply this analysis method and the result of consideration for supporting the improvement of quality assurance of higher education institutions.