2016 Election Results




I’m not going to get into any debate on the candidates themselves or what I personally thought/think of them. That’s not the point of this post, and frankly, there’s already plenty of opinions all over the internet on this. This post is about the 2016 election results for Ohio.

First, here is a map of total Democratic votes within Ohio’s counties.

As is typical, Democratic votes were most concentrated in counties with large cities.

Here are the metro areas that provided the most Democratic votes.
1. Cleveland: 561,368
2. Columbus: 450,146
3. Cincinnati: 339,159
4. Akron: 166,653
5. Dayton: 164,079
6. Toledo: 152,505
7. Youngstown: 100,395

And the top 10 counties with the most Democratic votes.
1. Cuyahoga: 398,271
2. Franklin: 351,198
3. Hamilton: 215,719
4. Summit: 134,256
5. Montgomery: 122,016
6. Lucas: 110,833
7. Stark: 68,146
8. Lorain: 66,949
9. Butler: 58,642
10. Mahoning: 57,381

Here is how Democratic votes changed by county between 2012 and 2016.

As you can see, only a handful of counties saw Democratic votes increase in 2016 over 2012, Franklin County being one of them. Some of the biggest losses were in traditionally blue areas like Northeast Ohio.

And the map for total Republican votes.

Republican votes by metro area.
1. Cincinnati: 440,375
2. Columbus: 429,930
3. Cleveland: 400,321
4. Dayton: 210,807
5. Akron: 151,997
6. Toledo: 134,558
7. Youngstown: 102,640

Top 10 counties for Republican votes.
1. Franklin: 199,331
2. Cuyahoga: 184,211
3. Hamilton: 173,665
4. Montgomery: 123,909
5. Summit: 112,026
6. Butler: 106,976
7. Stark: 98,388
8. Warren: 77,643
9. Lucas: 75,698
10. Clermont: 67,518

And here is the change of Republican votes in 2016 vs. 2012.

Most of Ohio’s counties saw increased Republican turnout, though again, Franklin County bucked the trend and actually saw declines.

Finally, a map of the net % change for each county and whether it trended more Republican or more Democratic vs. the net of the 2012 election.

Almost all counties saw a net decrease of Democratic votes/increase in Republican votes. Only 3 counties of 88- Franklin, Delaware and Hamilton- trended more Democratic in 2016 over 2012. All the other 85 trended Republican.



Franklin County Gentrification Trends 1990-2014




I saw this post the other day about changing neighborhood demographics in certain cities, particularly when it comes to racial segregation and gentrification. Surprisingly, of all the maps and posts I’ve done on demographics, I hadn’t thought to do one like this. Well, now I have, so here are Franklin County’s gentrification trends 1990-2014.
gentrification trends 1990-2014
A bit of an explanation is needed for the color coding:
-For those categories marked “Steady”, the demographic listed has been the majority throughout the period, with little to no change of other demographics.
-For those mixed categories of one decline and one rise, it means that the majority demographic has declined at least 5%, while a secondary demographic has risen at least 5%.
-For the category of recent or steady integration, there are at least 2 demographics at 10% or more of the total population, as well as a 3rd demographic reaching at least 5% of the population.

A few things that stand out to me is that the Steady White population dominates at least 50% of the map, while there are very few areas with Steady Black population. One would be tempted to suggest that gentrification is forcing the Black population out of neighborhoods, but this doesn’t seem to be true. In terms of significant changes, there are FAR more areas with Black population growth and White population decline than vice-versa, suggesting that “White Flight” may continue to be an issue. Also, a surprising number of areas have reached full integration, or have at least been maintaining it over the period of question. These neighborhoods of demographic equilibrium are largely the result of increasing Hispanic and Asian populations, particularly on the Northeast and West Sides, as well as the Whitehall area. In the center core, almost all of the High Street corridor has remained steady White, suggesting that other demographics have, so far, been unable to tap into the building boom along and adjacent to this corridor.

Here are the most integrated tracts by year, based the above criteria.
1990

1. #8720- South Side
2. #7820- Riverview-NW Side
3. #1122- West Campus
4. #1121- Campus
5. #29- King-Lincoln
Only 5 tracts counted as being integrated in 1990.