An example of something that frustrated you or took a larger amount of time than you would have liked
End Notes
Mid-semester breaks are included in my data sets as not all students return home during those breaks.
670 of the relevant arrests were not adequately identified via incident neighborhood and GPS coordinates and as a result, was purged from the sample because they did not have the data that the visualizations required. 78 of these arrests were in Incident Zone 4 which is where Oakland is contained, however other neighborhoods do reside in Zone 4 so that was not enough to qualify them. This brings the total number of relevant arrests down to 17,502 as listed in the article.
58.35 sq mi
305,704
End Notes
Mid-semester breaks are included in my data sets as not all students return home during those breaks.
670 of the relevant arrests were not adequately identified via incident neighborhood and GPS coordinates and as a result, was purged from the sample because they did not have the data that the visualizations required. 78 of these arrests were in Incident Zone 4 which is where Oakland is contained, however other neighborhoods do reside in Zone 4 so that was not enough to qualify them. This brings the total number of relevant arrests down to 17,502 as listed in the article.
58.35 sq mi
305,704
An example of something you are particularly proud of
