Interesting findings. Though probably at the same place as you in terms of data sc experience
I will refrain from drawing conclusions. A lot of times, I have seen that whatever I wanted to conclude, I could prove it with data. Our biases creep into models we build
Nothing against your exercise/methodology followed though.
Can you write a bit more about how/where you collected the data?
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