The Local Commerce Data Series are a battery of measures which provide a place-based view of local spending. Based upon the credit and debit card transactions made by over 40 million de-identified credit and debit card users across 15 major U.S. metro areas, the series provides decision-makers a view into the local commerce activity happening in their cities.

The downloadable data and figures relate growth rates over one and two years and growth contributions for local commerce for 15 metro areas. The “national” view is constructed as the aggregate trend across these 15 areas. For all geographies, growth is broken out by consumer age*, product type (e.g. restaurants), and channel (i.e. online/offline) to help local stakeholders and decision-makers better understand how consumer spending contributes to the economic vibrancy in their cities.

As vaccination rates rise throughout the United States, people are anticipating a “return to normal” in their everyday lives. Until March 2021, the prior year provided a useful baseline for assessing differences to pre-pandemic economic activity. Starting in March 2021, a year-over-year growth measure does not address the question of how local spending compares to pre-pandemic levels. For this reason, we now calculate spending growth compared to both one and two years prior. Presenting growth relative to baselines before and during the COVID-19 pandemic allows us to better contextualize the economic activity we observe. For this reason, we will continue to publish both our year-over-year growth series and our comparison of the latest month to its pre-pandemic counterpart.

We hope that these data and figures can provide a better understanding of current local economic conditions and serve as useful input into decision making processes. Moreover, we hope that this series provides a view into the data that underlie our Cities & Local Communities research, and provide useful context around what forms of inquiries/research we are able to usefully inform. For an example of how our data can be leveraged for decision making, please see our insight "Retail spending response to local conditions during COVID-19" which explores how consumer spending behavior responded to local conditions during the COVID-19 pandemic. Please reach out with any questions, feedback, or inquiries by emailing institute@jpmchase.com.

For a list of frequently asked questions (and their answers), please visit this link.

* The age breakout is currently delayed due to scheduling issues, but will be updated in future releases.

While all metro areas we track recorded growth relative to March 2020, San Francisco is the only metro area in which spending remains below what is was in March 2019.

Bar graph showing metro area growth rate percentage
monthcust_cbsagrowth_rate
3/1/2021Atlanta27.21285
3/1/2021Chicago23.44819
3/1/2021Columbus23.93005
3/1/2021Dallas-Ft. Worth27.09927
3/1/2021Denver15.26003
3/1/2021Detroit29.64954
3/1/2021Houston21.97238
3/1/2021Los Angeles19.61971
3/1/2021Miami26.08687
3/1/2021New York21.72307
3/1/2021Phoenix20.40226
3/1/2021Portland19.94659
3/1/2021San Diego20.11619
3/1/2021San Francisco11.04729
3/1/2021Seattle19.17622
3/1/2021Atlanta13.56481
3/1/2021Chicago8.814053
3/1/2021Columbus14.00754
3/1/2021Dallas-Ft. Worth14.56053
3/1/2021Denver6.243254
3/1/2021Detroit17.64086
3/1/2021Houston8.715005
3/1/2021Los Angeles6.788172
3/1/2021Miami13.68063
3/1/2021New York4.714262
3/1/2021Phoenix17.08245
3/1/2021Portland10.95679
3/1/2021San Diego8.048742
3/1/2021San Francisco-5.94442
3/1/2021Seattle6.497373

Spending at restaurants and on personal care services is up compared to March 2020 but remains below its 2019 levels. Spending on local leisure and transportation has not seen strong growth compared to last year and remains far below 2019 levels.

Bar graph showing growth rate of different areas of spending
product_typegrowth_rategrowth_calcmonth
Personal Care Services49.60315One YoY3/1/2021
Professional Consumer Services34.25299One YoY3/1/2021
Local Transportation3.170753One YoY3/1/2021
Local Leisure-1.82084One YoY3/1/2021
General Goods33.31538One YoY3/1/2021
Restaurants46.85598One YoY3/1/2021
Pharmacies-15.4373One YoY3/1/2021
Groceries-15.2206One YoY3/1/2021
Clothing88.77037One YoY3/1/2021
Fuel22.17539One YoY3/1/2021
Home46.41775One YoY3/1/2021
Personal Care Services-18.4479Two YoY3/1/2021
Professional Consumer Services28.55126Two YoY3/1/2021
Local Transportation-45.5703Two YoY3/1/2021
Local Leisure-19.9693Two YoY3/1/2021
General Goods31.18155Two YoY3/1/2021
Restaurants-9.24022Two YoY3/1/2021
Pharmacies-5.6387Two YoY3/1/2021
Groceries10.43544Two YoY3/1/2021
Clothing2.326299Two YoY3/1/2021
Fuel-4.36628Two YoY3/1/2021
Home43.33721Two YoY3/1/2021

Online spending continues to drive spending growth, contributing positively to growth over both one and two years.

Bar graph showing growth contribution between online and offline
growth_contrgrowth_calcmonthtxn_channel
7.151663One YoY3/1/2021Offline
14.4682One YoY3/1/2021Online
-4.44473Two YoY3/1/2021Offline
12.47112Two YoY3/1/2021Online