

After getting a list of all the matched obituaries, I was able to calcluate the gender distribution of the matched and unmatched obituaries and created associated bar plots to show the difference.
What I found was very similar (almost identical) proportions to the entire data set which conatined both matched and unmatched wiki data. With the proportion of matched wikipedia obituaries that are male as 0.8305 and the proportion that are female as 0.1695.

From the list of unmatched obituaries, I was able to see that the proportion of males that were not matched to a wikipedia article was 0.8421, while the proportion of females was 0.1579.
These proportions are again very similar (almost identical) to both the entire data set (both matched and unmatched obituaries) as well as the matched obituaries gender distribution.