 Okay, when I came yesterday morning, I was not very familiar with pandas and all, both are completely new for me. I have learned a bit about E3 layers. So what I took as objective tonight is to take one of the sample data set. I am using that to try to understand as much as possible from the pandas and our perspective. I was able to achieve some world of objective what I want to achieve actually. I need to continue my learning. But it is really fun playing around with these three different approaches. Is there any example that you achieved? For example, I was able to load a huge amount of data and process it. I was able to compare how it happens between these three different approaches where it is taking time. So those things were really helpful. Another thing is multiple data finds if you have, how do I handle it effectively. So some of those learnings are also helpful for me. So just I have started, if you compare with others in the half night, I just started. So I think it's a useful light I have spent yesterday and today mine. Cool. You want to sign up with your name? Mother. Thank you.