Congrats on the completion of the second project. You have achieved the code aspect of the project very well. and your brief descriptions were also cool.
you could have used only head() or tail() method where you are trying to show sample rows from dataframe. Other than that this is good read.
Keep on learning and improving on the markdown aspect as well for your future projects.