How Does it Know?

These 10 simple questions will allow my machine learning algorithm to guess your location. (Check = yes)

Do you have a dog?
Do you have a cat?
Do you like ice cream?
Is it raining outside?
Can you see trees if you look outside?
Does it ever snow where you are?
Is Uber more popular than Lyft where you are?
Have you heard of "The Beatles"?
Do people ever wear flip flops where you are?
Do you think this test will work?