Organizations that are aware of the importance of big data analysis are quickly taking part in this transformation and benefiting from many advantages. Many web-based applications, such as web pages, social media applications, blogs, etc., provide a wide range of data on the web. These data are gathered, examined, analyzed and produced in an accurate manner. This process helps for the rational implementation of business structures, research and implementation activities for these institutions and organizations.