Hi there!
This project was great practise to help improve my Python skills! It took me a while to get into it, but then went smoothly. It took about 6 hours, as I wanted to find out more comparisons of the data, so I added those onto it.
I do think my code is fairly chunky, and once I learn classes, I would like to come back and refine the code.
I welcome feedback! 
Thank you!
I took a quick look through the notebook.
I see several places where you’re using round, but you put the number of significant digits outside of the round function call because of a misplaced closing parenthesis. One place you made this mistake was where you tried to calculate the percentage of females in the data set.
Hi, thanks so much! I have corrected those.
really good! i like your written analysis in addition to the graphs and numbers. very professional!