Analysis 02 of 10E-commerce
How much of US retail has moved online?
What share of US retail sales is e-commerce, and how has that share moved since 1999?
The short answer E-commerce was 0.6% of US retail sales in 1999 Q4 and 17.1% in 2026 Q2 (preliminary, seasonally adjusted), the highest reading in the series. The biggest move came with the pandemic, from 11.2% in 2019 Q4 to 16.3% in 2020 Q2. After a step back in 2021 the share kept climbing, because online sales grew faster than retail as a whole.
- Public data, not my business
- 2026 Q2 preliminary
- 2026 Q1 and 2025 Q2 revised
- Census revision due Nov 19, 2026
- Source
- US Census Bureau, Quarterly Retail E-Commerce Sales (time series workbooks), cross-checked with FRED
- Period
- 1999 Q4 to 2026 Q2 (107 quarters)
- Licence
- Public domain (US federal government work)
- Charts
- 4, each with its data table and CSV
- Data file
- data/analyses/ecommerce_share.json
Key figures
- 17.1%E-commerce share of US retail2026 Q2, preliminary, seasonally adjusted
- 0.6%First quarter in the series1999 Q4
- 11.2% to 16.3%The pandemic jump2019 Q4 to 2020 Q2, +5.1 points
- $340,244ME-commerce sales in the quarter2026 Q2, seasonally adjusted, preliminary
- 16.4%Share before seasonal adjustment2026 Q2, preliminary
The charts
Chart 1Lead chart · long-run trend
E-commerce went from 0.6% to 17.1% of US retail sales.
How has the online share of US retail moved since 1999?
US Census Bureau · public data, not my business
| Quarter | E-commerce share, seasonally adjusted (%) | Census status |
|---|---|---|
| 1999 Q4 | 0.6 | |
| 2000 Q1 | 0.8 | |
| 2000 Q2 | 0.9 | |
| 2000 Q3 | 1 | |
| 2000 Q4 | 1 | |
| 2001 Q1 | 1.1 | |
| 2001 Q2 | 1.1 | |
| 2001 Q3 | 1.1 | |
| 2001 Q4 | 1.2 | |
| 2002 Q1 | 1.3 | |
| 2002 Q2 | 1.4 | |
| 2002 Q3 | 1.5 | |
| 2002 Q4 | 1.5 | |
| 2003 Q1 | 1.6 | |
| 2003 Q2 | 1.7 | |
| 2003 Q3 | 1.8 | |
| 2003 Q4 | 1.9 | |
| 2004 Q1 | 2 | |
| 2004 Q2 | 2 | |
| 2004 Q3 | 2.1 | |
| 2004 Q4 | 2.2 | |
| 2005 Q1 | 2.3 | |
| 2005 Q2 | 2.4 | |
| 2005 Q3 | 2.5 | |
| 2005 Q4 | 2.6 | |
| 2006 Q1 | 2.7 | |
| 2006 Q2 | 2.8 | |
| 2006 Q3 | 2.9 | |
| 2006 Q4 | 3.1 | |
| 2007 Q1 | 3.2 | |
| 2007 Q2 | 3.3 | |
| 2007 Q3 | 3.5 | |
| 2007 Q4 | 3.5 | |
| 2008 Q1 | 3.6 | |
| 2008 Q2 | 3.6 | |
| 2008 Q3 | 3.6 | |
| 2008 Q4 | 3.6 | |
| 2009 Q1 | 3.8 | |
| 2009 Q2 | 3.9 | |
| 2009 Q3 | 4.1 | |
| 2009 Q4 | 4.1 | |
| 2010 Q1 | 4.2 | |
| 2010 Q2 | 4.4 | |
| 2010 Q3 | 4.6 | |
| 2010 Q4 | 4.6 | |
| 2011 Q1 | 4.7 | |
| 2011 Q2 | 4.8 | |
| 2011 Q3 | 4.9 | |
| 2011 Q4 | 5.1 | |
| 2012 Q1 | 5.2 | |
| 2012 Q2 | 5.3 | |
| 2012 Q3 | 5.5 | |
| 2012 Q4 | 5.6 | |
| 2013 Q1 | 5.6 | |
| 2013 Q2 | 5.8 | |
| 2013 Q3 | 5.9 | |
| 2013 Q4 | 6.1 | |
| 2014 Q1 | 6.2 | |
| 2014 Q2 | 6.3 | |
| 2014 Q3 | 6.5 | |
| 2014 Q4 | 6.6 | |
| 2015 Q1 | 6.9 | |
| 2015 Q2 | 7 | |
| 2015 Q3 | 7.2 | |
| 2015 Q4 | 7.4 | |
| 2016 Q1 | 7.7 | |
| 2016 Q2 | 7.8 | |
| 2016 Q3 | 8 | |
| 2016 Q4 | 8.2 | |
| 2017 Q1 | 8.4 | |
| 2017 Q2 | 8.7 | |
| 2017 Q3 | 8.9 | |
| 2017 Q4 | 9.1 | |
| 2018 Q1 | 9.4 | |
| 2018 Q2 | 9.6 | |
| 2018 Q3 | 9.7 | |
| 2018 Q4 | 9.9 | |
| 2019 Q1 | 10 | |
| 2019 Q2 | 10.3 | |
| 2019 Q3 | 10.8 | |
| 2019 Q4 | 11.2 | |
| 2020 Q1 | 11.9 | |
| 2020 Q2 | 16.3 | |
| 2020 Q3 | 14.9 | |
| 2020 Q4 | 15 | |
| 2021 Q1 | 14.9 | |
| 2021 Q2 | 14.6 | |
| 2021 Q3 | 14.5 | |
| 2021 Q4 | 14.6 | |
| 2022 Q1 | 14.4 | |
| 2022 Q2 | 14.2 | |
| 2022 Q3 | 14.5 | |
| 2022 Q4 | 14.6 | |
| 2023 Q1 | 15 | |
| 2023 Q2 | 15.3 | |
| 2023 Q3 | 15.4 | |
| 2023 Q4 | 15.5 | |
| 2024 Q1 | 15.9 | |
| 2024 Q2 | 16.1 | |
| 2024 Q3 | 16.2 | |
| 2024 Q4 | 16.2 | |
| 2025 Q1 | 16 | |
| 2025 Q2 | 16.3 | revised |
| 2025 Q3 | 16.4 | |
| 2025 Q4 | 16.7 | |
| 2026 Q1 | 17 | revised |
| 2026 Q2 | 17.1 | preliminary |
Chart 2Year-over-year change
The pandemic quarter added 6.0 points in a year; 2021 gave 1.7 back.
How fast is the share changing?
US Census Bureau · public data, not my business
| Quarter | Change from a year earlier (percentage points) |
|---|---|
| 2000 Q4 | 0.4 |
| 2001 Q1 | 0.3 |
| 2001 Q2 | 0.2 |
| 2001 Q3 | 0.1 |
| 2001 Q4 | 0.2 |
| 2002 Q1 | 0.2 |
| 2002 Q2 | 0.3 |
| 2002 Q3 | 0.4 |
| 2002 Q4 | 0.3 |
| 2003 Q1 | 0.3 |
| 2003 Q2 | 0.3 |
| 2003 Q3 | 0.3 |
| 2003 Q4 | 0.4 |
| 2004 Q1 | 0.4 |
| 2004 Q2 | 0.3 |
| 2004 Q3 | 0.3 |
| 2004 Q4 | 0.3 |
| 2005 Q1 | 0.3 |
| 2005 Q2 | 0.4 |
| 2005 Q3 | 0.4 |
| 2005 Q4 | 0.4 |
| 2006 Q1 | 0.4 |
| 2006 Q2 | 0.4 |
| 2006 Q3 | 0.4 |
| 2006 Q4 | 0.5 |
| 2007 Q1 | 0.5 |
| 2007 Q2 | 0.5 |
| 2007 Q3 | 0.6 |
| 2007 Q4 | 0.4 |
| 2008 Q1 | 0.4 |
| 2008 Q2 | 0.3 |
| 2008 Q3 | 0.1 |
| 2008 Q4 | 0.1 |
| 2009 Q1 | 0.2 |
| 2009 Q2 | 0.3 |
| 2009 Q3 | 0.5 |
| 2009 Q4 | 0.5 |
| 2010 Q1 | 0.4 |
| 2010 Q2 | 0.5 |
| 2010 Q3 | 0.5 |
| 2010 Q4 | 0.5 |
| 2011 Q1 | 0.5 |
| 2011 Q2 | 0.4 |
| 2011 Q3 | 0.3 |
| 2011 Q4 | 0.5 |
| 2012 Q1 | 0.5 |
| 2012 Q2 | 0.5 |
| 2012 Q3 | 0.6 |
| 2012 Q4 | 0.5 |
| 2013 Q1 | 0.4 |
| 2013 Q2 | 0.5 |
| 2013 Q3 | 0.4 |
| 2013 Q4 | 0.5 |
| 2014 Q1 | 0.6 |
| 2014 Q2 | 0.5 |
| 2014 Q3 | 0.6 |
| 2014 Q4 | 0.5 |
| 2015 Q1 | 0.7 |
| 2015 Q2 | 0.7 |
| 2015 Q3 | 0.7 |
| 2015 Q4 | 0.8 |
| 2016 Q1 | 0.8 |
| 2016 Q2 | 0.8 |
| 2016 Q3 | 0.8 |
| 2016 Q4 | 0.8 |
| 2017 Q1 | 0.7 |
| 2017 Q2 | 0.9 |
| 2017 Q3 | 0.9 |
| 2017 Q4 | 0.9 |
| 2018 Q1 | 1 |
| 2018 Q2 | 0.9 |
| 2018 Q3 | 0.8 |
| 2018 Q4 | 0.8 |
| 2019 Q1 | 0.6 |
| 2019 Q2 | 0.7 |
| 2019 Q3 | 1.1 |
| 2019 Q4 | 1.3 |
| 2020 Q1 | 1.9 |
| 2020 Q2 | 6 |
| 2020 Q3 | 4.1 |
| 2020 Q4 | 3.8 |
| 2021 Q1 | 3 |
| 2021 Q2 | -1.7 |
| 2021 Q3 | -0.4 |
| 2021 Q4 | -0.4 |
| 2022 Q1 | -0.5 |
| 2022 Q2 | -0.4 |
| 2022 Q3 | 0 |
| 2022 Q4 | 0 |
| 2023 Q1 | 0.6 |
| 2023 Q2 | 1.1 |
| 2023 Q3 | 0.9 |
| 2023 Q4 | 0.9 |
| 2024 Q1 | 0.9 |
| 2024 Q2 | 0.8 |
| 2024 Q3 | 0.8 |
| 2024 Q4 | 0.7 |
| 2025 Q1 | 0.1 |
| 2025 Q2 | 0.2 |
| 2025 Q3 | 0.2 |
| 2025 Q4 | 0.5 |
| 2026 Q1 | 1 |
| 2026 Q2 | 0.8 |
Chart 3Breakdown: online against total
Since 2019, online sales grew far faster than retail as a whole.
Is the share rising because online sales grew, or because the rest of retail shrank?
US Census Bureau · public data, not my business
| Quarter | E-commerce sales index (2019 Q4 = 100) | Total retail sales index (2019 Q4 = 100) | E-commerce sales ($ millions) | Total retail sales ($ millions) |
|---|---|---|---|---|
| 2015 Q1 | 52.3 | 84.8 | 78,568 | 1,139,793 |
| 2015 Q2 | 54.0 | 86.2 | 81,165 | 1,158,247 |
| 2015 Q3 | 55.9 | 87.0 | 84,020 | 1,170,074 |
| 2015 Q4 | 57.7 | 86.7 | 86,662 | 1,165,147 |
| 2016 Q1 | 59.6 | 86.8 | 89,559 | 1,166,510 |
| 2016 Q2 | 61.5 | 87.8 | 92,432 | 1,180,524 |
| 2016 Q3 | 63.6 | 88.6 | 95,484 | 1,191,635 |
| 2016 Q4 | 65.5 | 89.5 | 98,389 | 1,203,431 |
| 2017 Q1 | 68.3 | 91.1 | 102,558 | 1,224,054 |
| 2017 Q2 | 70.8 | 91.1 | 106,406 | 1,224,810 |
| 2017 Q3 | 73.2 | 92.1 | 109,930 | 1,237,740 |
| 2017 Q4 | 76.6 | 94.3 | 115,160 | 1,267,768 |
| 2018 Q1 | 79.5 | 94.8 | 119,491 | 1,273,796 |
| 2018 Q2 | 81.9 | 95.8 | 123,042 | 1,288,247 |
| 2018 Q3 | 83.7 | 96.4 | 125,807 | 1,295,539 |
| 2018 Q4 | 86.1 | 97.0 | 129,353 | 1,303,438 |
| 2019 Q1 | 86.7 | 96.7 | 130,188 | 1,299,636 |
| 2019 Q2 | 90.2 | 98.4 | 135,548 | 1,322,365 |
| 2019 Q3 | 95.9 | 99.6 | 144,130 | 1,338,378 |
| 2019 Q4 | 100.0 | 100.0 | 150,245 | 1,344,310 |
| 2020 Q1 | 104.4 | 97.9 | 156,916 | 1,316,700 |
| 2020 Q2 | 138.5 | 94.8 | 208,112 | 1,274,053 |
| 2020 Q3 | 141.4 | 106.2 | 212,375 | 1,428,271 |
| 2020 Q4 | 144.5 | 107.5 | 217,160 | 1,444,791 |
| 2021 Q1 | 151.7 | 113.8 | 227,949 | 1,530,016 |
| 2021 Q2 | 157.1 | 120.4 | 236,010 | 1,618,940 |
| 2021 Q3 | 154.5 | 118.9 | 232,168 | 1,597,728 |
| 2021 Q4 | 159.6 | 122.3 | 239,825 | 1,643,720 |
| 2022 Q1 | 162.4 | 126.3 | 243,978 | 1,698,519 |
| 2022 Q2 | 165.0 | 129.9 | 247,967 | 1,746,343 |
| 2022 Q3 | 167.7 | 129.4 | 251,988 | 1,739,909 |
| 2022 Q4 | 168.2 | 128.7 | 252,656 | 1,730,481 |
| 2023 Q1 | 175.0 | 130.7 | 262,965 | 1,756,941 |
| 2023 Q2 | 179.5 | 130.8 | 269,738 | 1,758,830 |
| 2023 Q3 | 183.2 | 132.7 | 275,176 | 1,783,404 |
| 2023 Q4 | 184.2 | 132.7 | 276,781 | 1,783,340 |
| 2024 Q1 | 188.4 | 132.3 | 283,038 | 1,778,119 |
| 2024 Q2 | 192.2 | 133.6 | 288,822 | 1,796,027 |
| 2024 Q3 | 196.5 | 135.3 | 295,249 | 1,818,189 |
| 2024 Q4 | 199.9 | 137.7 | 300,329 | 1,850,829 |
| 2025 Q1 | 198.1 | 138.2 | 297,701 | 1,857,201 |
| 2025 Q2 | 201.9 | 138.5 | 303,284 | 1,861,603 |
| 2025 Q3 | 206.9 | 140.8 | 310,817 | 1,893,125 |
| 2025 Q4 | 211.7 | 141.4 | 317,999 | 1,900,653 |
| 2026 Q1 | 218.2 | 143.6 | 327,861 | 1,929,759 |
| 2026 Q2 | 226.5 | 147.8 | 340,244 | 1,986,488 |
Chart 4Seasonality
Without seasonal adjustment, the share jumps every fourth quarter.
How much does the holiday quarter move the raw share?
US Census Bureau · public data, not my business
| Quarter | Not seasonally adjusted (%) | Seasonally adjusted (%) |
|---|---|---|
| 2018 Q1 | 9.2 | 9.4 |
| 2018 Q2 | 9 | 9.6 |
| 2018 Q3 | 9.2 | 9.7 |
| 2018 Q4 | 11.2 | 9.9 |
| 2019 Q1 | 9.9 | 10 |
| 2019 Q2 | 9.7 | 10.3 |
| 2019 Q3 | 10.2 | 10.8 |
| 2019 Q4 | 12.4 | 11.2 |
| 2020 Q1 | 11.7 | 11.9 |
| 2020 Q2 | 15.5 | 16.3 |
| 2020 Q3 | 14.2 | 14.9 |
| 2020 Q4 | 16.6 | 15 |
| 2021 Q1 | 14.7 | 14.9 |
| 2021 Q2 | 13.9 | 14.6 |
| 2021 Q3 | 13.8 | 14.5 |
| 2021 Q4 | 16 | 14.6 |
| 2022 Q1 | 14.2 | 14.4 |
| 2022 Q2 | 13.5 | 14.2 |
| 2022 Q3 | 13.8 | 14.5 |
| 2022 Q4 | 16 | 14.6 |
| 2023 Q1 | 14.8 | 15 |
| 2023 Q2 | 14.6 | 15.3 |
| 2023 Q3 | 14.8 | 15.4 |
| 2023 Q4 | 17.1 | 15.5 |
| 2024 Q1 | 15.5 | 15.9 |
| 2024 Q2 | 15.3 | 16.1 |
| 2024 Q3 | 15.6 | 16.2 |
| 2024 Q4 | 17.8 | 16.2 |
| 2025 Q1 | 15.9 | 16 |
| 2025 Q2 | 15.5 | 16.3 |
| 2025 Q3 | 15.8 | 16.4 |
| 2025 Q4 | 18.3 | 16.7 |
| 2026 Q1 | 16.7 | 17 |
| 2026 Q2 | 16.4 | 17.1 |
01Findings
What the charts say.
The share rose from 0.6% in 1999 Q4 to 17.1% in 2026 Q2, the series high (preliminary).
The pandemic added 6.0 points in a year (2020 Q2 against 2019 Q2); 2021 Q2 was 1.7 points below a year earlier. Every quarter since 2023 Q1 has been above the same quarter a year before.
Indexed to 2019 Q4, e-commerce sales reached 226.5 and total retail 147.8 by 2026 Q2: the share is up because online grew faster.
The unadjusted share swings with the holiday quarter (18.3% in 2025 Q4), so I use the seasonally adjusted line for trends.
02Method
How the figures were built.
Steps
- No API. Downloaded the two Census time series workbooks above (sheets 'Time Series Adjusted' and 'Time Series Not Adjusted'), took every quarter row (column 'E-commerce as a Percent of Total', plus the two dollar columns). Cross-check: every pct value in both Census files equals the FRED fredgraph.csv value for the same quarter (0 mismatches over 107 quarters, both series).
- pct_sa is the headline: seasonally adjusted, not adjusted for price changes, as published by Census. pct_nsa is the not seasonally adjusted alternative (it swings with the holiday quarter, so use it only for same-quarter comparisons).
107 quarters, 1999 Q4 to 2026 Q2 (107 quarters). Unit: Percent of total US retail sales (pct_*); millions of US dollars (*_musd). Every derived figure on this page (changes, indexes, averages, counts) is computed from the published rows, and the table under each chart says how.
Checks
- A fresh re-run of the build script gives output identical to the stored file.
- All 107 quarters of both Census workbooks equal FRED (ECOMPCTSA and ECOMPCTNSA) for the percent: 0 mismatches.
- The percent recomputes from the two dollar columns, round(e-commerce / retail x 100, 1), for all 107 quarters, adjusted and not adjusted.
- Table 1 of the Census release PDF matches the latest five quarters on both bases (2026 Q2: $340,244 and $1,986,488 million, 17.1% and 16.4%).
- Spot check by the reviewer: FRED ECOMPCTSA for 2026 Q2 is 17.1.
Where the data comes from
This series is not in Live SQL. The data file behind every chart is data/analyses/ecommerce_share.json, built by data/analyses/scripts/build_ecommerce_share.py from the source downloads.
Caveats
- Census figures for the most recent quarters are preliminary and get revised; the quarter flagged preliminary may change. Census revised its monthly retail estimates on September 28, 2026, after the release this file is built from, and says the revised quarterly e-commerce figures will appear in the 3rd quarter 2026 release on November 19, 2026, so the values here are the August 18, 2026 vintage. E-commerce here means sales where an order is placed or price and terms are negotiated over an Internet, extranet, EDI, email or comparable online system, payment may or may not be online; it covers retailers with paid employees only (before the April 2025 benchmark release, estimates also included nonemployers, so the pre-2025 history in the current files is on the revised basis, not the older published basis). Percent is rounded to one decimal by Census. Not adjusted for price changes. Census figures only describe US retail trade, not the site owner's business.
Releases and revisions
- Census release dated Tuesday, August 18, 2026; time series files marked 'Last Revised: August 18, 2026'.
- As of September 28, 2026 this report no longer contains the most up to date estimates. Revised not adjusted estimates and corresponding adjusted estimates will be reflected in the 3rd Quarter 2026 Quarterly E-commerce Sales release on November 19, 2026 at 10:00 a.m. EDT.
03Sources
Sources and licence.
- Census, Quarterly Retail E-Commerce Sales Report page and release schedule.
- Census time series, adjusted (xlsx) Sheet Time Series Adjusted.
- Census time series, not adjusted (xlsx) Sheet Time Series Not Adjusted.
- FRED ECOMPCTSA Cross-check, seasonally adjusted.
- FRED ECOMPCTNSA Cross-check, not adjusted.
- Census explanatory material (PDF) Definitions and methods.
US Census Bureau data are US federal government works, public domain; cite the Census Bureau as the source. FRED redistributes the same series. Public data, not my business.
Download the chart data
Each CSV is made in your browser from the rows in that chart's table.
04Contact
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