In the next phase of the analysis, I want to check if the effect of the presence of high-level lead-contaminated water outlets translates across various demographic factors like gender, ethnicity and economic backgrounds. 
This is done in order to (attempt to) identify the vulnerable sections of the population and possibly take the requisite steps to mitigate the impact.

Effect on Gender: