This section illustrates the pandas internal design, and how to get the most out of it focusing on memory efficiency and optimizing performance. pandas is one of the most widely used scientific package which supports varieties of data manipulations. Even though pandas is easy to use, there are some points to be cared to utilize its potential power. I introduce some design detail about how pandas handles internal data to achieve performance, and how to use pandas more efficient and optimized ways.