It is good to see your first project as well. Good to see you finished 2 projects and posted it here.
One suggestion like I mentioned in the other one, is to have a separate section for introduction and conclusion with a heading for a better reading project report.
I think the extra stuff you mentioned were in cell number 17 and 35. It is good that you are trying out things and experimenting with it. But personally I am not sure if it should be part of this report.
Also, it would be a good idea to restart and run all the cells in jupyter notebook before publishing. Then all the cells will be in order and it will be more like a last check for any errors before submitting.
In case you want to limit the number of items while printing in the below code
# Breakdown of "BOOKS_AND_REFERENCE" apps
for app in android_final:
if app[1] == "BOOKS_AND_REFERENCE":
print(app[0], ":", app[5])
You can use a counter like i=0 and increment it and set a condition to exit the loop when i reaches 25 or something like that.
I hope these suggestions are useful to you. Happy learning. Looking forward to your upcoming projects.