Although water in deep aquifers does not contain disease‐causing bacteria, when public water supplies are drawn from deep aquifers, chlorine is often added to the water as a disinfectant because contamination can occur as a result of flaws in pipes or storage tanks.
Given that ...
Chlorine is often added to water as a disinfectant to protect against water getting contaminated as a result of flaws in pipes or storage tanks.
Thirty municipalities chlorinated their water; 20 did not.
How can it be that ...
The 20 that did not chlorinate had less bacterial contamination than the 30 that did.
Evaluate
Chlorination kills bacteria, so chlorinated water should be cleaner. Why are the chlorinated water cities doing worse, when it comes to contamination?
This is similar to other anti-causal setups: - how come the people who wear the most sunscreen get the most sunburns? - how come the students with the most extra help time from the teacher get the worst grades?
Does sunscreen / extra teacher time / chlorine just not do what it's supposed to do?
No, the way to resolve this paradox is usually to say that the people using sunscreen are the ones most vulnerable to sunburn in the first place. The students getting extra teacher help are the ones with the worst grades in the first place.
So the cities chlorinating their water might be the cities with the most contaminating pipes and storage tanks, in the first place.
Goal
Look for some way to explain why the chlorinated cities have more contamination. It will almost certainly provide some distinction between the 30 and the 20.