[OC]The Pay Gap difference visualized across occupations (Check link for details across geographies) | https://datawrapper.dwcdn.net/Noiz2/5/Ok_Acanthisitta5799 OP t1_jaln6wu wrote
Reply to comment by gaban_killasta in [OC]The Pay Gap difference visualized across occupations (Check link for details across geographies) | https://datawrapper.dwcdn.net/Noiz2/5/ by Ok_Acanthisitta5799
Statistically if you average it out, you should reduce bias. But, it won't eliminate the same. Also, such data is not available at a global scale.
gaban_killasta t1_jalrtbo wrote
Wait... You show less bias, by NOT including more details?
Cpt_keaSar t1_janj9vo wrote
One simple trick data analysts don’t want you to know!
[deleted] t1_jannwg0 wrote
[removed]
Ok_Acanthisitta5799 OP t1_jalsvjx wrote
Not what I meant. This is purely a statistical measure. If you calculate the same numbers for a small county, You will have more biases than when you do it for a country. So, even if I add more biased counties, the national numbers will not be impacted much.
What you are asking is more information , which is sadly not available. Will dig deeper in the future.
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