With the Big Data, there is a great transformation in the world. When we talked about Gigabytes and Terabytes, the Exabytes have begun to enter our lives. In 2020, every human being in the world is expected to create 7MB of data. In the near future, we will be talking about Zettabytes. Along with the rapid increase in cooked and raw data, the importance of data analysis is rapidly increasing. 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.