US states by consumer spending on transportation services

California had the highest consumer spending on transportation services of 51 states in 2021, at $73.36 billion. Vermont had the lowest, at $870.7 million. The median was $4.36 billion and the figure for the United States was $467.62 billion. Source: the U.S. Bureau of Economic Analysis.

Highest73,355.3California

Lowest870.7Vermont

Median4,359.451 states

United States467,617.7History

Map of states, 2021

Under 1,800
1,800 to 2,600
2,600 to 4,400
4,400 to 8,400
8,400 to 14K
14K and over

USD million, 2021. Source: BEA, SAPCE3: personal consumption expenditures by state by type of product, transportation services (line 68), millions of current dollars, United States and states. Boundaries: U.S. Census Bureau cartographic boundary files.

All states, 2021

USD million. Source: BEA, SAPCE3: personal consumption expenditures by state by type of product, transportation services (line 68), millions of current dollars, United States and states. Retrieved 2026-10-12.

Full ranking

Rank	States	2021 USD million	Change on 2020
1	California	73,355.3	+25.1%
2	Texas	37,275.7	+21%
3	Florida	33,106.9	+46.2%
4	New York	32,777.1	+30.6%
5	Illinois	22,543.7	+30.1%
6	Georgia	16,090.4	+28.7%
7	Pennsylvania	15,834.3	+22.9%
8	Washington	15,282.6	+37.4%
9	Massachusetts	13,967	+31.6%
10	New Jersey	12,842.8	+29.8%
11	Arizona	11,972	+40.2%
12	Ohio	11,661.3	+21.7%
13	North Carolina	11,400.6	+27.8%
14	Michigan	11,196.7	+22.5%
15	Virginia	10,945.7	+22.9%
16	Colorado	10,724	+25.6%
17	Maryland	8,644.8	+19.1%
18	Tennessee	8,245.6	+27.6%
19	Missouri	7,817.6	+19.5%
20	Minnesota	7,508.1	+22.3%
21	Indiana	7,457.8	+21.3%
22	Wisconsin	6,358.8	+22.7%
23	Connecticut	6,315.1	+38.1%
24	Oregon	5,862.2	+28.2%
25	South Carolina	5,431.9	+29%
26	Utah	4,359.4	+27.8%
27	Alabama	4,297.7	+21.4%
28	Nevada	4,244.1	+36.9%
29	Kentucky	4,006.3	+22.9%
30	Louisiana	3,960	+15.2%
31	Iowa	3,741.5	+25.1%
32	Oklahoma	3,589.6	+17.5%
33	Kansas	3,299.1	+22.3%
34	Nebraska	2,659.8	+27.8%
35	Arkansas	2,439.3	+17%
36	Mississippi	2,387.4	+21.7%
37	Idaho	2,210	+32.8%
38	Hawaii	2,192.2	+76.2%
39	New Hampshire	2,179.5	+18.8%
40	Rhode Island	2,013.1	+27%
41	New Mexico	1,965.2	+21%
42	Montana	1,921	+39.2%
43	Maine	1,813.6	+25.2%
44	District of Columbia	1,793.1	+18.2%
45	Alaska	1,441.3	+33.6%
46	West Virginia	1,243.7	+21.6%
47	South Dakota	1,186.6	+23.1%
48	Delaware	1,126.6	+32.4%
49	North Dakota	1,100.5	+16.1%
50	Wyoming	958.3	+31.4%
51	Vermont	870.7	+26%

Other periods

About this ranking

Personal consumption expenditures on motor vehicle maintenance, repair and other vehicle services, and public transportation by ground, air and water, by the households and nonprofit institutions serving households resident in the place, in millions of current US dollars. Bureau of Economic Analysis, PCE by state by type of product (table SAPCE3, line 68, Transportation services); the national figure equals the national accounts (NIPA table 2.4.5).

Millions of current US dollars: not adjusted for inflation or for price differences between states (see regional_price_parity). Spending is assigned to the state where the buyer lives, wherever the purchase is made. It includes purchases paid on behalf of households by employers, insurers and government programs, and the spending of nonprofit institutions serving households. Not the same as retail sales, which count store sales where the store is, and not the PCE price index. BEA revises the latest years every September.

Every value in the ranking comes from the same publisher and the same period, so the states are compared on one definition. Equal values share a rank.

How to cite

U.S. Bureau of Economic Analysis. SAPCE3: personal consumption expenditures by state by type of product, transportation services (line 68), millions of current dollars, United States and states. https://apps.bea.gov/regional/zip/SAPCE.zip. Retrieved 2026-10-12.

Citation styles

The publisher is the author. Invokely is named only as the place the figures were read, where a style asks for it.

APA 7

U.S. Bureau of Economic Analysis. (2026). SAPCE3: personal consumption expenditures by state by type of product, transportation services (line 68), millions of current dollars, United States and states (US states by consumer spending on transportation services, 2021) [Data set]. Retrieved October 12, 2026, from https://apps.bea.gov/regional/zip/SAPCE.zip

MLA 9

SAPCE3: personal consumption expenditures by state by type of product, transportation services (line 68), millions of current dollars, United States and states, US states by consumer spending on transportation services, 2021. U.S. Bureau of Economic Analysis, 30 Sept. 2026, https://apps.bea.gov/regional/zip/SAPCE.zip. Invokely, https://invokely.ai/rankings/consumer-spending-transportation-services/us-states?period=2021. Accessed 12 Oct. 2026.

Chicago (author-date)

U.S. Bureau of Economic Analysis. 2026. SAPCE3: personal consumption expenditures by state by type of product, transportation services (line 68), millions of current dollars, United States and states. US states by consumer spending on transportation services, 2021. Dataset. Accessed October 12, 2026. https://apps.bea.gov/regional/zip/SAPCE.zip. Also distributed by Invokely, https://invokely.ai/rankings/consumer-spending-transportation-services/us-states?period=2021.

Harvard

U.S. Bureau of Economic Analysis (2026) SAPCE3: personal consumption expenditures by state by type of product, transportation services (line 68), millions of current dollars, United States and states, US states by consumer spending on transportation services, 2021 [Dataset]. Available at: https://apps.bea.gov/regional/zip/SAPCE.zip, via Invokely: https://invokely.ai/rankings/consumer-spending-transportation-services/us-states?period=2021 (Accessed: 12 October 2026).

BibTeX

@misc{bureau_us_states_by_consumer_2021,
  author = {{U.S. Bureau of Economic Analysis}},
  title = {{SAPCE3: personal consumption expenditures by state by type of product, transportation services (line 68), millions of current dollars, United States and states: US states by consumer spending on transportation services, 2021}},
  year = {2026},
  howpublished = {Data set},
  url = {https://apps.bea.gov/regional/zip/SAPCE.zip},
  urldate = {2026-10-12},
  note = {Accessed via Invokely, https://invokely.ai/rankings/consumer-spending-transportation-services/us-states?period=2021. Publisher attribution: U.S. Bureau of Economic Analysis. SAPCE3: personal consumption expenditures by state by type of product, transportation services (line 68), millions of current dollars, United States and states. https://apps.bea.gov/regional/zip/SAPCE.zip. Retrieved 2026-10-12.},
}

RIS

TY  - DATA
AU  - U.S. Bureau of Economic Analysis
TI  - SAPCE3: personal consumption expenditures by state by type of product, transportation services (line 68), millions of current dollars, United States and states: US states by consumer spending on transportation services, 2021
PY  - 2026
DA  - 2026/09/30
PB  - U.S. Bureau of Economic Analysis
DB  - Invokely
UR  - https://apps.bea.gov/regional/zip/SAPCE.zip
L2  - https://invokely.ai/rankings/consumer-spending-transportation-services/us-states?period=2021
Y2  - 2026/10/12
N1  - Accessed via Invokely, https://invokely.ai/rankings/consumer-spending-transportation-services/us-states?period=2021.
N1  - Publisher attribution: U.S. Bureau of Economic Analysis. SAPCE3: personal consumption expenditures by state by type of product, transportation services (line 68), millions of current dollars, United States and states. https://apps.bea.gov/regional/zip/SAPCE.zip. Retrieved 2026-10-12.
ER  -

Embed this chart

Paste this code into a web page or a blog post. The chart shows the latest figures as they are published, with the source and a link back to this page.

Embed code

<iframe src="https://invokely.ai/embed/rankings/consumer-spending-transportation-services/us-states?period=2021" width="760" height="500" title="US states by consumer spending on transportation services, 2021, chart from Invokely" loading="lazy" style="border:0;width:100%;max-width:760px" referrerpolicy="strict-origin-when-cross-origin"></iframe>

Sites that read oEmbed links, such as WordPress, can show the chart when you paste the link to this page.

Use this data in your AI agent

Invokely serves this figure to AI assistants through MCP and to code through a REST API, with the source and citation attached. Ask your assistant:

Rank US states by consumer spending on transportation services using official data, and cite the source.

rank_places {"indicator":"consumer_spending_usd_transportation_services","level":"region","within":"United States","limit":10}
GET https://invokely.ai/api/v1/rank?indicator=consumer_spending_usd_transportation_services&level=region&within=United%20States&limit=10

Connect Claude, ChatGPT or Cursor in one step. The trial answers 25 calls a day without an account.

Questions

Which state has the highest consumer spending on transportation services?

California, with $73.36 billion in 2021, according to the U.S. Bureau of Economic Analysis.

Which state has the lowest consumer spending on transportation services?

Vermont, with $870.7 million in 2021.

Where does this ranking come from?

Every value comes from one source and one period, so the places are comparable: U.S. Bureau of Economic Analysis, SAPCE3: personal consumption expenditures by state by type of product, transportation services (line 68), millions of current dollars, United States and states. Retrieved 2026-10-12.