General Discussion
In reply to the discussion: The UK currently has 1,657,270 positive cases of COVID-19 [View all]Ms. Toad
(38,824 posts)unless the sample is representative.
Its on you to justify that the sample is not only large enough, but representative.
It is math illiteracy, at its most basic, to pretend that you can just multiply the ratio of positive tests in a self-selected sample times the population at large. And since I have two math degrees, and taught math for 11 years, I'm well-suited to recognize math illiteracy. Identifying it as such has nothing to do with confirmation bias. I follow the math where it leads me. Not vice versa.
The most basic question you have to ask yourself when trying to justify extrapolating from a very small sample to a population as a whole, is to identify whether the populations are similar enough to justify it.
You have not justified why your sample, whether 10,000 or 7 million is representative of the population of the UK as a whole as to infection with COVID 19.