Census Tract Income 2010-2015

The US Census recently released demographic information for census tracts for 2015. Here are some quick maps for Franklin County for median household income.

First, median household income for both 2010 and 2015.

And the % change between 2010-2015.

As can be seen, a lot of the greatest improvements over the 5-year period were around Downtown, the Near East Side, North High, South High and around some of the higher-income suburbs like Upper Arlington and the New Albany area.

Election 2016

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.

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.

Columbus City Diversity and Comparison to Peers

In the 2nd post related to the recently-released Census demographic data, I’ll look at city diversity and how it’s been changing since 2005.

Rank by City of Total White, non-Hispanic Population by Year
2005————————————–2010————————————-2015

1. Chicago, IL: 819,215————1. Chicago: 853,910—————1. Chicago: 879,318
2. Indianapolis, IN: 491,044——2. Indianapolis: 482,195———–2. Columbus: 491,602
3. Columbus: 442,958————-3. Columbus: 470,971————-3. Indianapolis: 479,376
4. Portland, OR: 382,033———-4. Portland: 417,876—————4. Portland: 449,552
5. San Antonio, TX: 356,420—–5. Austin: 384,065——————5. Austin: 444,638
6. Austin, TX: 347,013————-6. San Antonio: 351,420———-6. Nashville: 365,542
7. Nashville, TN: 314,518——–7. Nashville: 339,030————–7. San Antonio: 364,707
8. Charlotte, NC: 302,789——-8. Charlotte: 331,357—————8. Charlotte: 356,507
9. Virginia Beach, VA: 290,891–9. Virginia Beach: 282,812——9. Omaha: 293,631
10. San Jose, CA: 281,822—–10. Las Vegas: 280,604——-10. Virginia Beach: 281,686
11. Las Vegas, NV: 281,679—-11. Omaha: 277,606————–11. Las Vegas: 278,444
12. Omaha, NE: 267,685——–12. San Jose: 265,311————12. San Jose: 268,948
13. Kansas City, MO: 249,123—13. Kansas City: 247,473——13. Kansas City: 261,360
14. Milwaukee, WI: 219,891——14. Minneapolis: 242,848——14. Minneapolis: 243,709
15. Minneapolis, MN: 216,975—-15. Milwaukee: 221,514——-15. Milwaukee: 216,755
16. Toledo: 183,746—————–16. Pittsburgh: 203,622——–16. Pittsburgh: 192,187
17. Pittsburgh, PA: 180,725——-17. Toledo: 177,341————17. Toledo: 164,305
18. Sacramento, CA: 160,599—-18. Sacramento: 165,610—–18. Sacramento: 155,784
19. Cleveland: 147,359————19. Cincinnati: 143,120——–19. Cincinnati: 147,360
20. St. Louis, MO: 143,590——–20. Cleveland: 137,977——–20. St. Louis: 138,178
21. Cincinnati: 138,486————-21. St. Louis: 134,146———-21. Cleveland: 133,998
22. Akron: 128,976——————22. Akron: 120,800————22. Grand Rapids: 119,128
23. Grand Rapids, MI: 113,791—23. Grand Rapids: 104,636—-23. Akron: 117,587
24. Orlando, FL: 92,326————24. Orlando: 96,867————24. Orlando: 102,822
25. Detroit, MI: 77,163————–25. Dayton: 72,663————-25. Dayton: 75,539
26. Dayton: 67,581——————26. Providence: 64,284——-26. Detroit: 64,511
27. Providence, RI: 64,223——–27. Detroit: 55,298————-27. Providence: 61,492

Columbus moved from 3rd to 2nd over the 10-year period for total White, non-Hispanic population.

Rank by City of Total Black, non-Hispanic Population by Year
2005—————————————–2010———————————2015

1. Chicago: 938,097—————–1. Chicago: 895,294———–1. Chicago: 834,048
2. Detroit: 683,999——————–2. Detroit: 587,707————-2. Detroit: 536,527
3. Milwaukee: 222,040————–3. Charlotte: 251,274———-3. Charlotte: 282,456
4. Cleveland: 221,797—————4. Milwaukee: 230,473——–4. Indianapolis: 234,338
5. Charlotte: 205,216—————-5. Indianapolis: 226,314——-5. Columbus: 233,320
6. Indianapolis: 193,948————6. Columbus: 216,486———6. Milwaukee: 231,304
7. Columbus: 179,197—————7. Cleveland: 208,528———7. Cleveland: 194,350
8. St. Louis: 168,768—————-8. Nashville: 171,104———–8. Nashville: 178,293
9. Nashville: 148,051—————-9. St. Louis: 157,382———–9. St. Louis: 146,925
10. Kansas City: 131,694———-10. Kansas City: 138,461—–10. Kansas City: 140,515
11. Cincinnati: 131,010————-11. Cincinnati: 131,909——–11. Cincinnati: 125,621
12. Pittsburgh: 81,758————–12. Virginia Beach: 79,583—-12. San Antonio: 98,876
13. Virginia Beach: 80,004——–13. San Antonio: 79,307——13. Virginia Beach: 85,867
14. Orlando: 73,736—————–14. Toledo: 75,033————-14. Minneapolis: 78,861
15. Toledo: 72,190——————-15. Pittsburgh: 71,539——–15. Toledo: 76,173
16. Sacramento: 71,452————16. Orlando: 70,988————16. Pittsburgh: 73,012
17. San Antonio: 70,723————17. Minneapolis: 63,749——17. Las Vegas: 68,777
18. Dayton: 60,196——————-18. Sacramento: 61,976——18. Austin: 68,061
19. Akron: 59,810——————–19. Austin: 61,833————–19. Sacramento: 63,477
20. Las Vegas: 59,780————–20. Dayton: 61,402————-20. Orlando: 61,955
21. Austin: 59,583——————-21. Akron: 60,653—————-21. Akron: 58,716
22. Minneapolis: 57,499————22. Las Vegas: 60,187———22.  Omaha: 57,546
23. Omaha: 50,333——————23. Omaha: 55,086————-23. Dayton: 51,896
24. Grand Rapids: 40,408———24. Grand Rapids: 41,848—–24. Portland: 35,362
25. Portland: 30,828—————25. Portland: 37,355————-25. Grand Rapids: 32,423
26. San Jose: 27,446————–26. San Jose: 29,831———–26. San Jose: 30,068
27. Providence: 18,794————27. Providence: 19,265——–27. Providence: 21,484

Columbus moved up from 7th to 5th in total Black, non-Hispanic during the period.

Rank by City of Total Asian, non-Hispanic Population by Year
2005————————————-2010——————————————2015

1. San Jose: 269,186————–1. San Jose: 303,227—————–1. San Jose: 355,777
2. Chicago: 127,686—————-2. Chicago: 148,280——————2. Chicago: 166,771
3. Sacramento: 80,307————3. Sacramento: 84,556————-3. Sacramento: 88,422
4. Portland: 36,278—————–4. Austin: 46,575———————-4. Austin: 69,696
5. Austin: 35,239——————–5. Portland: 43,185——————-5. Charlotte: 50,142
6. Columbus: 27,125—————6. Las Vegas: 37,406—————-6. Portland: 49,811
7. Las Vegas: 25,077————–7. Charlotte: 37,181——————7. Columbus: 42,933
8. Charlotte: 23,356—————-8. Columbus: 35,468—————-8. San Antonio: 41,988
9. Virginia Beach: 22,501———9. San Antonio: 29,200————-9. Las Vegas: 41,782
10. San Antonio: 20,492———10. Virginia Beach: 27,303—–10. Virginia Beach: 28,358
11. Minneapolis: 20,189———-11. Milwaukee: 22,670————11. Minneapolis: 26,958
12. Milwaukee: 19,596————12. Minneapolis: 21,426———–12. Indianapolis: 25,264
13. Nashville: 16,943—————13. Indianapolis: 17,137———-13. Milwaukee: 22,497
14. Indianapolis: 12,312———–14. Nashville: 17,045————–14. Nashville: 20,577
15. Providence: 10,751————15. Pittsburgh: 12,036————-15. Pittsburgh: 18,067
16. Pittsburgh: 10,727————–16. Providence: 11,497———–16. Omaha: 15,243
17. Kansas City: 10,674———-17. Kansas City: 10,263———–17. Kansas City: 13,552
18. Detroit: 9,577——————-18. St. Louis: 8,717—————–18. Providence: 10,842
19. St. Louis: 7,046—————–19. Omaha: 8,397——————19. St. Louis: 8,920
20. Omaha: 6,971——————20. Orlando: 7,870——————20. Detroit: 8,790
21. Cincinnati: 6,874—————21. Detroit: 6,549——————–21. Akron: 8,006
22. Cleveland: 6,289————–22. Cincinnati: 5,938—————–22. Orlando: 7,949
23. Orlando: 5,528—————–23. Cleveland: 5,392—————–23. Cleveland: 7,874
24. Toledo: 4,150——————-24. Akron: 4,567———————-24. Cincinnati: 6,259
25. Akron: 3,497——————–25. Grand Rapids: 3,695———–25. Toledo: 5,008
26. Grand Rapids: 2,847———26. Toledo: 3,125——————-26. Grand Rapids: 4,451
27. Dayton: 1,827——————27. Dayton: 1,231——————-27. Dayton: 1,548

Columbus fell from 6th to 7th in Asian, non-Hispanic population.

Rank by City of Total Hispanic Population by Year

2005——————————————–2010————————————2015

1. Chicago: 778,234—————1. San Antonio: 853,654———-1. San Antonio: 937,607
2. San Antonio: 735,458———–2. Chicago: 763,968—————2. Chicago: 787,725
3. San Jose: 279,420————–3. San Jose: 318,389————–3. San Jose: 331,232
4. Austin: 223,361——————4. Austin: 288,130——————4. Austin: 327,680
5. Las Vegas: 153,813————5. Las Vegas: 181,923————-5. Las Vegas: 204,913
6. Sacramento: 111,559———6. Sacramento: 124,461———–6. Sacramento: 150,153
7. Milwaukee: 80,945————-7. Milwaukee: 104,619————-7. Charlotte: 113,731
8. Providence: 60,008————-8. Charlotte: 96,246—————-8. Milwaukee: 110,335
9. Charlotte: 58,466—————9. Indianapolis: 78,467————-9. Orlando: 89,306
10. Indianapolis: 47,764———10. Providence: 76,645————10. Indianapolis: 83,426
11. Detroit: 46,993—————–11. Nashville: 61,212————–11. Providence: 77,968
12. Orlando: 43,978—————12. Portland: 58,986—————12. Nashville: 67,526
13. Portland: 43,324—————13. Orlando: 56,061—————13. Omaha: 63,516
14. Omaha: 39,674—————–14. Omaha: 53,661—————14. Portland: 61,064
15. Nashville: 37,463—————15. Kansas City: 49,800———15. Detroit: 53,980
16. Minneapolis: 37,017———–16. Detroit: 45,580—————-16. Columbus: 46,855
17. Kansas City: 35,995———–17. Columbus: 43,276————17. Kansas City: 46,037
18. Grand Rapids: 32,368———18. Cleveland: 36,067———-18. Cleveland: 40,603
19. Cleveland: 32,085————–19. Minneapolis: 34,504——-19. Minneapolis: 39,981
20. Columbus: 24,607———–20. Grand Rapids: 30,659——20. Virginia Beach: 36,309
21. Virginia Beach: 20,803——–21. Virginia Beach: 29,206—-21. Grand Rapids: 31,282
22. Toledo: 18,404——————22. Toledo: 21,346————–22. Toledo: 23,614
23. St. Louis: 8,268—————–23. St. Louis: 11,207————-23. St. Louis: 12,261
24. Pittsburgh: 5,018—————24. Cincinnati: 8,710————-24. Pittsburgh: 9,266
25. Cincinnati: 3,855—————25. Pittsburgh: 7,282————-25. Cincinnati: 9,121
26. Akron: 3,485——————–26. Akron: 3,990——————-26. Dayton: 4,945
27. Dayton: 1,693——————-27. Dayton: 3,180—————–27. Akron: 3,684

Columbus moved up from 20th to 16th in the total Hispanic population.

Rank by City of Total Other, non-Hispanic Population by Year

2005——————————————-2010———————————————–2015

1. Chicago: 38,694—————1. Chicago: 37,379————————–1. Chicago: 54,694
2. San Jose: 29,456————2. San Jose: 32,439————————2. San Jose: 40,894
3. Sacramento: 21,370———-3. Sacramento: 30,900——————-3. Portland: 36,398
4. Portland: 21,164————–4. Portland: 28,027————————4. Columbus: 34,357
5. Indianapolis: 20,242———-5. Las Vegas: 24,521—————–5. Sacramento: 32,909
6. Columbus: 20,096————-6. Columbus: 23,738——————6. Las Vegas: 29,853
7. San Antonio: 19,130———-7. San Antonio: 20,778—————7. San Antonio: 26,646
8. Minneapolis: 18,580———-8. Minneapolis: 20,753—————-8. Indianapolis: 26,019
9. Detroit: 18,324—————–9. Virginia Beach: 20,268————-9. Charlotte: 24,285
10. Las Vegas: 18,304———-10. Indianapolis: 20,086————–10. Nashville: 22,658
11. Virginia  Beach: 16,685—-11. Charlotte: 18,360——————11. Austin: 21,765
12. Milwaukee: 14,476———-12. Detroit: 16,776——————–12. Minneapolis: 21,426
13. Kansas City: 13,399——–13. Milwaukee: 16,311———–13. Virginia Beach: 20,525
14. Austin: 13,261—————-14. Omaha: 15,519—————-14. Milwaukee: 19,263
15. Charlotte: 11,771————-15. Austin: 14,915—————–15. Omaha: 13,951
16. Omaha: 8,552—————–16. Kansas City: 14,668———-16. Kansas City: 13,897
17. Toledo: 7,447——————17. Nashville: 14,227————-17. Detroit: 13,316
18. Cincinnati: 7,315————–18. Pittsburgh: 12,080————18. Pittsburgh: 11,853
19. Cleveland: 7,004————–19. Toledo: 10,134—————-19. Cleveland: 11,234
20. Providence: 6,488————-20. Akron: 9,020——————20. Toledo: 10,678
21. Pittsburgh: 6,138————–21. Cleveland: 8,276—————21. Cincinnati: 10,176
22. St. Louis: 6,058—————-22. St. Louis: 7,704—————22. Akron: 9,560
23. Orlando: 5,731—————–23. Grand Rapids: 7,376——-23. St. Louis: 9,401
24. Nashville: 5,687—————24. Orlando: 7,251————–24. Orlando: 8,885
25. Akron: 4,431——————–25. Cincinnati: 7,230———–25. Grand Rapids: 7,815
26. Grand Rapids: 4,154———26. Providence: 6,471———-26. Providence: 7,418
27. Dayton: 1,382——————27. Dayton: 3,025—————27. Dayton: 6,669

Finally, Columbus moved up from 6th to 4th in the total of Other, non-Hispanic population. Overall, Columbus ranks fairly well in totals vs. its peers, as one might expect given that it is one of the largest cities in the grouping. However, to truly find out how it compares with these other cities, you have to look at percentages, which tells how much of the city’s population is made up of each group.

Columbus had the 8th highest White, non-Hispanic % of total population of the city in 2015.

Columbus had the 12th highest Black, non-Hispanic % of total population.

Columbus also had the 12th highest Asian, non-Hispanic % of total population.

Columbus ranks poorly with Hispanics in the group, having only the 22nd highest % of population.

Finally, Columbus ranks 8th again in Other, non-Hispanic % of population.

So what’s the final ranking for where Columbus is with diversity compared to its peers? To find out, I assigned points based on ranked position in each 5 racial categories. The final total determined where the cities ranked overall.

So based on this, Columbus is the 6th most racially diverse city of the 27 cities measured. This is no doubt surprising, but not so much when you get to the numbers.

*Note: Normally, Youngstown would be included, but the data was not available.

Columbus Foreign-Born Population and Comparison to Peers

The Census just came out with 2015 demographic numbers for all places with at least 65,000 people. Given that half the decade is over, it’s a good point to look at where Columbus stands relative to its national/Midwest peers. A few days ago, I gave numbers for GDP. In the next few posts, I will look at the people that make up the populations of these places.

First up, let’s take a look at foreign-born populations. I have looked at this topic some in the past, but I have never done a full-scale comparison for this topic.

Total Foreign-Born Population Rank by City 2000, 2010 and 2015
2000—————————————-2010———————————-2015
1. Chicago, IL: 628,903———–1. Chicago: 557,674—————1. Chicago: 573,463
2. San Jose, CA: 329,750——–2. San Jose: 366,194————-2. San Jose: 401,493
3. San Antonio, TX: 133,675—-3. San Antonio: 192,741———-3. San Antonio: 208,046
4. Austin, TX: 109,006————4. Austin: 148,431——————4. Austin: 181,686
5. Las Vegas, NV: 90,656——-5. Las Vegas: 130,503————-5. Charlotte: 128,897
6. Sacramento, CA: 82,616—–6. Chalotte: 106,047—————6. Las Vegas: 127,609
7. Portland, OR: 68,976———7. Sacramento: 96,105————-7. Sacramento: 112,579
8. Charlotte, NC: 59,849——–8. Columbus: 86,663—————-8. Columbus: 101,129
9. Minneapolis, MN: 55,475—–9. Portland: 83,026—————–9. Nashville: 88,193
10. Columbus: 47,713———–10. Indianapolis: 74,407———–10. Portland: 86,041
11. Milwaukee, WI: 46,122—–11. Nashville: 73,327—————11. Indianapolis: 72,456
12. Detroit, MI: 45,541———–12. Minneapolis: 57,846———–12. Minneapolis: 70,769
13. Providence, RI: 43,947—–13. Milwaukee: 57,222————-13. Milwaukee: 58,321
14. Nashville, TN: 38,936——-14. Providence: 52,926————14. Providence: 53,532
15. Indianapolis, IN: 36,067—-15. Orlando: 43,747—————-15. Orlando: 50,558
16. Virginia Beach, VA: 28,276–16. Virginia Beach: 40,756—–16. Omaha: 48,263
17. Orlando, FL: 26,741———17. Omaha: 39,288—————–17. Detroit: 39,861
18. Omaha, NE: 25,687———18. Kansas City: 35,532———18. Virginia Beach: 38,360
19. Kansas City, MO: 25,632—19. Detroit: 34,307—————-19. Kansas City: 37,787
20. Cleveland: 21,372————20. St. Louis: 23,011————–20. Pittsburgh: 28,187
21. Grand Rapids, MI: 20,814–21. Pittsburgh: 18,698————21. St. Louis: 21,802
22. St Louis, MO: 19,542——-22. Cleveland: 17,739————-22. Grand Rapids: 19,176
23. Pittsburgh, PA: 18,874—–23. Grand Rapids: 16,615——–23. Cleveland: 18,830
24. Cincinnati: 12,461———–24. Cincinnati: 16,531————-24. Cincinnati: 16,896
25. Toledo: 9,475—————–25. Toledo: 11,559—————–25. Akron: 10,024
26. Akron: 6,911——————26. Akron: 8,524——————–26. Toledo: 9,257
27. Dayton: 3,245—————-27. Dayton: 5,102——————-27. Dayton: 7,381
28. Youngstown: 1,605———28. Youngstown: 3,695————28. Youngstown: 1,058

Here’s the 2000-2015 total change.

And the 2000-2015 change by %.

So Columbus has an above average total and growth compared to its peers nationally.

Columbus Metro’s GDP vs. the Midwest and National Peers

**Originally posted on 7/22/2014, updated 9/20/2016.

Rank of Major Midwest Metros and Columbus National Peers by GDP, 2001, 2010 and 2015
In Millions
2001——————————————–2010————————————-2015
1. Chicago, IL: $416,444————-1. Chicago: $533,825————–1. Chicago: $640,656
2. Detroit, MI: $190,921———–2. Minneapolis: $199,606——-2. Minneapolis: $248,779
3. Minneapolis, MN: $148,192—–3. Detroit: $197,973—————–3. Detroit: $245,607
4. San Jose, CA: $125,037———4. San Jose: $163,836———–4. San Jose: $235,222
5. St. Louis, MO: $102,385———5. Portland: $141,233————5. Portland: $158,770
6. Pittsburgh, PA: $88,769———-6. St. Louis: $133,888———6. St. Louis: $155,077
7. Cleveland: $87,796————-7. Pittsburgh: $117,895———-7. Charlotte: $152,447
8. Portland, OR: $80,753———8. Charlotte: $114,500————8. Pittsburgh: $138,873
9. Cincinnati: $79,638————-9. Indianapolis: $111,084——-9. Indianapolis: $134,081
10. Kansas City, MO: $79,544—-10. Cleveland: $109,365—–10. Cleveland: $128,448
11. Charlotte, NC $78,675———11. Kansas City: $107,265—11. Cincinnati: $127,057
12. Indianapolis, IN: $78,009——-12. Cincinnati: $104,314—-12. Kansas City: $125,618
13. Columbus: $74,172————-13. Orlando: $101,307——–13. Columbus: $124,381
14. Sacramento, CA: $66,696—–14. Columbus: $96,475——14. Orlando: $121,329
15. Orlando, FL: $66,644———–15. Sacramento: $96,015—-15. Austin: $119,949
16. Milwaukee, WI: $65,033——–16. Austin: $87,473———-16. Sacramento: $118,822
17. Nashville, TN: $58,245———17. Milwaukee: $86,569—–17. Nashville: $113,680
18. Las Vegas, NV: $57,035——-18. Las Vegas: $85,020—–18. San Antonio: $108,879
19. Virginia Beach, VA: $54,040—-19. Nashville: $84,804—19. Las Vegas: $103,343
20. Austin, TX: $53,915——20. Virginia Beach: $82,685—–20. Milwaukee: $102,209
21. San Antonio, TX: $53,248—21. San Antonio: $81,722—21. Virginia Beach: $95,680
22. Providence, RI: $49,997——-22. Providence: $67,754—-22. Providence: $78,694
23. Grand Rapids, MI: $35,248—-23. Omaha: $47,711——-23. Omaha: $59,090
24. Omaha, NE: $32,044——–24. Grand Rapids: $41,221–24. Grand Rapids: $53,949
25. Dayton: $29,658————–25. Dayton: $34,226————25. Dayton: $39,206
26. Toledo: $22,216————–26. Akron: $28,628————–26. Akron: $34,419
27. Akron: $21,684—————27. Toledo: $27,158————-27. Toledo: $34,019
28. Youngstown: $15,314——28. Youngstown: $17,293——28. Youngstown: $21,417

Rank by Total Change in Millions 2001-2015
1. Chicago: +$224,212
2. San Jose: +$110,185
3. Minneapolis: +$100,587
4. Portland: +$78,017
5. Charlotte: +$73,772
6. Austin: +$66,034
7. Indianapolis: +$56,072
8. San Antonio: +$55,631
9. Nashville: +$55,435
10. Detroit: +$54,686
11. Orlando: +$54,685
12. St. Louis: +$52,692
13. Sacramento: +$52,126
14. Columbus: +$50,209
15. Pittsburgh: +$50,104
16. Cincinnati: +$47,419
17. Las Vegas: +$46,308
18. Kansas City: +$46,074
19. Virginia Beach: +$41,640
20. Cleveland: +$40,652
21. Milwaukee: +$37,176
22. Providence: +$28,697
23. Omaha: +$27,046
24. Grand Rapids: +$18,701
25. Akron: +$12,735
26. Toledo: +$11,803
27. Dayton: +$9,548
28. Youngstown: +$6,103

Rank by Total Change in Millions 2010-2015
1. Chicago: +$106,831
2. San Jose: +$71,386
3. Minneapolis: +$49,173
4. Detroit: +$47,634
5. Charlotte: +$37,947
6. Austin: +$32,476
7. Nashville: $28,876
8. Columbus: +$27,906
9. San Antonio: +$27,157
10. Indianapolis +$22,997
11. Sacramento: +$22,807
12. Cincinnati: +$22,743
13. St. Louis: +$21,189
14. Pittsburgh: +$20,978
15. Orlando: +$20,022
16. Cleveland: +$19,083
17. Kansas City: +$18,353
18. Las Vegas: +$18,323
19. Portland: +$17,537
20. Milwaukee: +$15,640
21. Virginia Beach: +$12,995
22. Grand Rapids: +$12,728
23. Omaha: +$11,379
24. Providence: +$10,940
25. Toledo: +$6,861
26. Akron: +$5,791
27. Dayton: +$4,980
28. Youngstown: +$4,124

Total Rank by % Change 2001-2015
1. Austin: +122.48%
2. San Antonio: +104.48%
3. Portland: +96.61%
4. Nashville: +95.18%
5. Charlotte: +93.77%
6. San Jose: +88.12%
7. Omaha: +84.40%
8. Orlando: +82.06%
9. Las Vegas: +81.19%
10. Sacramento: +78.15%
11. Virginia Beach: +77.05%
12. Indianapolis: +71.88%
13. Minneapolis: +67.88%
14. Columbus: +67.69%
15. Cincinnati: +59.54%
16. Akron: +58.73%
17. Kansas City: +57.92%
18. Providence: +57.40%
19. Milwaukee: +57.16%
20. Pittsburgh: +56.44%
21. Chicago: +53.84%
22. Toledo: +53.13%
23. Grand Rapids: +53.06%
24. St. Louis: +51.46%
25. Cleveland: +46.30%
26. Youngstown: +39.85%
27. Dayton: +32.19%
28. Detroit: +28.64%

Total Rank by % Change 2010-2015
1. San Jose: +43.57%
2. Austin: +37.13%
3. Nashville: +34.05%
4. San Antonio: +33.23%
5. Charlotte: +33.14%
6. Grand Rapids: +30.88%
7. Columbus: +28.93%
8. Toledo: +25.26%
9. Minneapolis: +24.64%
10. Detroit: +24.06%
11. Omaha: +23.85%
12. Youngstown: +23.85%
13. Sacramento: +23.75%
14. Cincinnati: +21.80%
15. Las Vegas: +21.55%
16. Indianapolis: +20.70%
17. Akron: +20.23%
18. Chicago: +20.01%
19. Orlando: +19.76%
20. Milwaukee: +18.07%
21. Pittsburgh: +17.79%
22. Cleveland: +17.45%
23. Kansas City: +17.11%
24. Providence: +16.15%
25. St. Louis: +15.83%
26. Virginia Beach: +15.72%
27. Dayton: +14.55%
28. Portland: +12.42%

Finally, let’s take a look at per-capita GDP and income.

Rank of Metros by Per-Capita GDP in Dollars, 2015
1. San Jose: $112,851
2. Minneapolis: $63,474
3. Portland: $62,229
4. Chicago: $59,688
5. Indianapolis: $59,479
6. Milwaukee: $58,219
7. Omaha: $57,334
8. Cleveland: $56,013
9. Nashville: $55,841
10. Charlotte: $55,610
11. Pittsburgh: $55,335
12. Austin: $55,323
13. Columbus: $55,005
14. Kansas City: $54,097
15. Cincinnati: $52,649
16. Detroit: $51,428
17. Virginia Beach: $49,606
18. Toledo: $49,428
19. St. Louis: $49,258
20. Sacramento: $46,697
21. Grand Rapids: $46,677
22. Orlando: $45,756
23. Akron: $44,246
24. Dayton: $43,748
25. Providence: $43,744
26. Las Vegas: $43,476
27. San Antonio: $42,169
28. Youngstown: $34,960

Total Growth 2001-2015 by Rank, in Dollars
1. San Jose: +$40,677
2. Portland: +$18,225
3. Pittsburgh: +$10,064
4. Austin: +$9,925
5. Toledo: +$7,414
6. Virginia Beach: +$7,256
7. Nashville: +$7,071
8. Cleveland: +$6,767
9. Milwaukee: +$6,744
10. Omaha: +$6,581
11. Akron: +$6,167
12. Minneapolis: +$5,900
13. Providence: +$5,560
14. Chicago: +4,663
15. San Antonio: +$4,652
16. Cincinnati: +$4,426
17. Youngstown: +$4,391
18. Sacramento: +$3,210
19. Columbus: +$3,182
20. Indianapolis: +$2,984
21. Grand Rapids: +$2,971
22. Charlotte: +$2,880
23. Kansas City: +$2,770
24. St. Louis: +$2,699
25. Detroit: +$2,011
26. Dayton: +$162
27. Orlando: -$1,630
28. Las Vegas: -$5,041

Total Per-Capita GDP Growth 2010-2015, in Dollars
1. San Jose: +$23,814
2. Toledo: +$6,242
3. Pittsburgh: +$6,172
4. Nashville: +$5,643
5. Detroit: +$5,459
6. Austin: +$5,307
7. Grand Rapids: +$5,158
8. Youngstown: +$4,987
9. San Antonio: +$4,878
10. Columbus: +$4,864
11. Minneapolis: +$4,644
12. Charlotte: +$4,578
13. Chicago: +$4,004
14. Cleveland: +$3,992
15. Cincinnati: +$3,986
16. Akron: +$3,774
17. Milwaukee: +$2,913
18. Omaha: +$2,863
19. Sacramento: +$2,680
20. Providence: +$1,902
21. St. Louis: +$1,884
22. Dayton: +$1,439
23. Kansas City: +$1,270
24. Indianapolis: +$1,186
25. Virginia Beach: +$998
26. Las Vegas: +$206
27. Portland: -$992
28. Orlando: -$1,345

What the numbers suggest is that Columbus was performing at a middle-mediocre level in the first half of the 2001-2015 period, and has generally been performing significantly better in the latter half. In Ohio, Columbus is poised to become Ohio’s largest metro economy over the next few years.