Louisiana in figures

A profile of Louisiana from official statistics: 36 figures in 8 sections, each with its period, its change from a year earlier, its rank among similar places where a ranking exists, and its source.

Figures last updated on 2026-10-12.

People

Population in Louisiana was 4.62 million in 2025, up 0.1% from 2024, and the 25th highest of 51 states.

Population4.62 million2025Up 0.1% from 2024The 25th highest of 51 states
Median age38 years2024Up 0.2 years from 2023Tied for the 13th lowest of 51 states
Population aged 65 and over18.8%2025Up 0.5 percentage points from 2024The 20th lowest of 51 states
Foreign-born population share4.9%2024Up 0.1 percentage points from 2023
Population density41.3 inhabitants per km²2025Up 0.1% from 2024
Net domestic migration, July to June-14,3872025, estimatedCompared with -17,659 in 2024
4.58M4.6M4.62M4.64M4.66M2020202120222023202420252020: 4,652,145 persons2021: 4,628,595 persons2022: 4,600,892 persons2023: 4,598,777 persons2024: 4,614,878 persons2025: 4,618,189 persons
Population, 2020 to 2025. persons. Source: U.S. Census Bureau, Annual estimates of the resident population for the United States, states and counties, 1 July (Population Estimates Program).

Sources: U.S. Census Bureau, Annual estimates of the resident population for the United States, states and counties, 1 July (Population Estimates Program); U.S. Census Bureau, American Community Survey 5-year estimates, table B01002: median age, total population; U.S. Census Bureau, Population Estimates Program, county population by age and sex (cc-est agesex): residents aged 65 and over as a percentage of the total, 1 July; states and the nation summed from counties; U.S. Census Bureau, American Community Survey 5-year estimates, table B05002: foreign-born population as a percentage of the total population, calculated with stored inputs; U.S. Census Bureau, Population Estimates Program resident population on 1 July divided by land area from the latest Census Gazetteer files, persons per km²; U.S. Census Bureau, Population Estimates Program: net domestic migration, states and counties, July 1 of the previous year to June 30 of the reported year; vintage 2020 files for 2011 to 2020 and the latest 2020s vintage from 2021. Population and demography statistics and rankings

Work and income

Unemployment rate in Louisiana was 4.2% (provisional) in August 2026, unchanged from August 2025, and the 21st highest of 51 states.

Unemployment rate4.2%August 2026, provisionalUnchanged from August 2025The 21st highest of 51 states
Employment-population ratio56%August 2026, provisionalUp 0.4 percentage points from August 2025
Poverty rate (US official measure)18.6%2024Down 0.3 percentage points from 2023
Labor force participation rate58.4%August 2026, provisionalUp 0.4 percentage points from August 2025
3.544.555.562021-072022-042023-012023-102024-072025-042026-082021-07: 5.6 %2021-08: 5.2 %2021-09: 4.8 %2021-10: 4.5 %2021-11: 4.2 %2021-12: 4 %2022-01: 3.9 %2022-02: 3.8 %2022-03: 3.7 %2022-04: 3.7 %2022-05: 3.7 %2022-06: 3.6 %2022-07: 3.6 %2022-08: 3.6 %2022-09: 3.5 %2022-10: 3.5 %2022-11: 3.5 %2022-12: 3.5 %2023-01: 3.6 %2023-02: 3.6 %2023-03: 3.6 %2023-04: 3.5 %2023-05: 3.5 %2023-06: 3.5 %2023-07: 3.6 %2023-08: 3.7 %2023-09: 3.8 %2023-10: 3.9 %2023-11: 4.1 %2023-12: 4.2 %2024-01: 4.2 %2024-02: 4.1 %2024-03: 4.1 %2024-04: 4.1 %2024-05: 4.1 %2024-06: 4.2 %2024-07: 4.3 %2024-08: 4.4 %2024-09: 4.5 %2024-10: 4.5 %2024-11: 4.4 %2024-12: 4.4 %2025-01: 4.3 %2025-02: 4.3 %2025-03: 4.3 %2025-04: 4.3 %2025-05: 4.3 %2025-06: 4.3 %2025-07: 4.3 %2025-08: 4.2 %2025-09: 4.2 %2025-11: 4.2 %2025-12: 4.2 %2026-01: 4.3 %2026-02: 4.3 %2026-03: 4.4 %2026-04: 4.4 %2026-05: 4.5 %2026-06: 4.4 %2026-07: 4.4 %2026-08: 4.2 %
Unemployment rate, July 2021 to August 2026. %. Source: U.S. Bureau of Labor Statistics, Local Area Unemployment Statistics: unemployment rate by state, seasonally adjusted.

Sources: U.S. Bureau of Labor Statistics, Local Area Unemployment Statistics: unemployment rate by state, seasonally adjusted; U.S. Census Bureau, American Community Survey 5-year estimates, table B19013: median household income in the past 12 months; U.S. Bureau of Economic Analysis, SAINC1: state annual personal income summary, per capita personal income, current dollars, United States and states; U.S. Bureau of Labor Statistics, Employment-population ratio, civilian noninstitutional population aged 16 and over, seasonally adjusted, state LAUS measure 07; U.S. Census Bureau, Small Area Income and Poverty Estimates (SAIPE): percent of people of all ages in poverty, states and counties; U.S. Bureau of Labor Statistics, Labor force participation rate, civilian noninstitutional population aged 16 and over, seasonally adjusted, state LAUS measure 08. Labor market statistics and rankings

Economy

GDP (US dollars) in Louisiana was $342.32 billion in 2025, up 3.6% from 2024, and the 26th highest of 51 states.

Real GDP growth1.5%2025Down 2.1 percentage points from 2024Tied for the 16th lowest of 51 states
100K150K200K250K300K350K20012005200920132017202120252001: 138,204.3 USD million2002: 140,082.8 USD million2003: 155,198.7 USD million2004: 170,999.6 USD million2005: 199,314.2 USD million2006: 207,249.8 USD million2007: 203,771.3 USD million2008: 213,803.5 USD million2009: 206,111.5 USD million2010: 226,555.6 USD million2011: 230,518.7 USD million2012: 235,960.9 USD million2013: 231,652.7 USD million2014: 240,965 USD million2015: 234,324.2 USD million2016: 227,440.3 USD million2017: 239,830.7 USD million2018: 256,444.4 USD million2019: 257,495.1 USD million2020: 233,160.3 USD million2021: 272,353.6 USD million2022: 306,666.9 USD million2023: 319,425.4 USD million2024: 330,443.7 USD million2025: 342,321.2 USD million
Gross domestic product (GDP), US dollars, 2001 to 2025. USD million. Source: U.S. Bureau of Economic Analysis, SAGDP2: gross domestic product (GDP) by state, all industry total, millions of current dollars.

Sources: U.S. Bureau of Economic Analysis, SAGDP2: gross domestic product (GDP) by state, all industry total, millions of current dollars; Invokely, GDP in current dollars (BEA SAGDP2 and CAGDP1) divided by mid-year population (BEA SAINC1 and CAINC1); U.S. Bureau of Economic Analysis, SAGDP11: annual percent change in real GDP, all industry total, United States and states. Economy statistics and rankings

Prices and housing

Cost of living in Louisiana was 88.2 in 2024, down 0.5 points from 2023, and the 5th lowest of 51 states.

Median home value$216,5002024Up 3.7% from 2023The 9th lowest of 51 states
House prices, annual change1.6%Q2 2026Up 0.5 percentage points from Q2 2025The 18th lowest of 51 states
Median gross rent (monthly)$1,0642024Up 2.5% from 2023
Homeownership rate (US, housing units)67.4%2024Up 0.1 percentage points from 2023
Housing units authorized by building permits14,2032025, estimatedDown 0.7% from 2024
889092942008201120142017202020242008: 91.5 index2009: 90.2 index2010: 92.2 index2011: 92.7 index2012: 92.9 index2013: 92.9 index2014: 93.4 index2015: 92.8 index2016: 93.6 index2017: 92.4 index2018: 90.8 index2019: 91.2 index2020: 91.1 index2021: 91.4 index2022: 90.5 index2023: 88.7 index2024: 88.2 index
Cost of living (regional price parity), 2008 to 2024. index. Source: U.S. Bureau of Economic Analysis, SARPP: regional price parities by state, all items (United States = 100).

Sources: U.S. Bureau of Economic Analysis, SARPP: regional price parities by state, all items (United States = 100); U.S. Census Bureau, American Community Survey 5-year estimates, table B25077: median value (dollars), owner-occupied housing units; Federal Housing Finance Agency, Annual change in the FHFA traditional purchase-only house price index, not seasonally adjusted, state, calculated with stored inputs; U.S. Census Bureau, American Community Survey 5-year estimates, table B25064: median gross rent (dollars), renter-occupied housing units paying cash rent; U.S. Census Bureau, American Community Survey 5-year estimates, table B25003: owner-occupied housing units as a percentage of occupied housing units, calculated with stored inputs; U.S. Census Bureau, Building Permits Survey: final annual state estimates of new privately owned housing units authorized, including imputation, United States and states. Housing statistics and rankings

Consumers

Consumer spending (personal consumption expenditures) in Louisiana was $242.84 billion in 2025, up 5.1% from 2024, and the 25th lowest of 51 states.

50K100K150K200K250K20012005200920132017202120252001: 90,725.7 USD million2002: 94,157.2 USD million2003: 99,582.7 USD million2004: 105,278.5 USD million2005: 110,109.7 USD million2006: 116,283 USD million2007: 123,420.1 USD million2008: 128,797.3 USD million2009: 129,088.9 USD million2010: 134,426.9 USD million2011: 139,821.9 USD million2012: 144,035.6 USD million2013: 148,333.2 USD million2014: 153,367.7 USD million2015: 157,431.6 USD million2016: 161,306.7 USD million2017: 166,452.2 USD million2018: 172,147.2 USD million2019: 176,757 USD million2020: 174,342.4 USD million2021: 195,902.6 USD million2022: 210,505.8 USD million2023: 221,358.6 USD million2024: 231,144 USD million2025: 242,844.9 USD million
Consumer spending (personal consumption expenditures), 2001 to 2025. USD million. Source: U.S. Bureau of Economic Analysis, SAPCE3: personal consumption expenditures by state by type of product, personal consumption expenditures (line 1), millions of current dollars, United States and states.

Sources: U.S. Bureau of Economic Analysis, SAPCE3: personal consumption expenditures by state by type of product, personal consumption expenditures (line 1), millions of current dollars, United States and states; U.S. Bureau of Economic Analysis, SAPCE3: personal consumption expenditures by state by type of product, health care (line 60), millions of current dollars, United States and states; U.S. Bureau of Economic Analysis, SAPCE3: personal consumption expenditures by state by type of product, housing (line 50), millions of current dollars, United States and states; U.S. Bureau of Economic Analysis, SAPCE3: personal consumption expenditures by state by type of product, food services (line 82), millions of current dollars, United States and states; U.S. Bureau of Economic Analysis, SAPCE3: personal consumption expenditures by state by type of product, gasoline and other energy goods (line 36), millions of current dollars, United States and states. Economy statistics and rankings

Business and tourism

Employer firms in Louisiana were 75,251 in 2023, up 0.6% from 2022, and the 25th highest of 51 states.

Employer firms75,2512023Up 0.6% from 2022The 25th highest of 51 states
Business applications6,793August 2026Up 14.8% from August 2025The 25th highest of 51 states
Farms25,0062022No 2021 figure to compareThe 21st lowest of 50 states
72K73K74K75K76K19992003200720112015201920231999: 73,226 count2000: 72,776 count2001: 72,600 count2002: 73,080 count2003: 73,706 count2004: 74,521 count2005: 74,680 count2006: 72,023 count2007: 74,763 count2008: 74,804 count2009: 74,494 count2010: 74,003 count2011: 73,652 count2012: 73,961 count2013: 73,987 count2014: 74,023 count2015: 73,905 count2016: 73,800 count2017: 73,558 count2018: 73,602 count2019: 73,814 count2020: 73,168 count2021: 73,917 count2022: 74,791 count2023: 75,251 count
Employer firms, 1999 to 2023. count. Source: U.S. Census Bureau, Business Dynamics Statistics: employer firms, all covered industries, nation, states and counties.

Sources: U.S. Census Bureau, Business Dynamics Statistics: employer firms, all covered industries, nation, states and counties; U.S. Census Bureau, Business Formation Statistics: business applications (BA_BA), all sectors, seasonally adjusted, United States and states; U.S. Department of Agriculture, National Agricultural Statistics Service, Census of Agriculture: number of farms, nation, states and counties (1997 to 2022). Companies statistics and rankings

Health

Life expectancy in Louisiana was 73.79 years in 2022, up 1.59 years from 2021, and the 4th lowest of 51 states.

Life expectancy at birth73.79 years2022Up 1.59 years from 2021The 4th lowest of 51 states
Adult obesity rate35.6%2025Down 3.6 percentage points from 2024The 19th highest of 48 states
Adult cigarette smoking rate15.7%2025Up 0.6 percentage points from 2024The 2nd highest of 48 states
Drug overdose deaths, 12 months ending1,178April 2026, provisionalDown 12.6% from April 2025
Traffic fatality rate16.3 per 100,000 people2024, estimatedDown 1.3 per 100,000 people from 2023
7273747576201820192020202120222018: 75.6 years2019: 75.7 years2020: 73.1 years2021: 72.2 years2022: 73.79 years
Life expectancy at birth, 2018 to 2022. years. Source: Centers for Disease Control and Prevention, NCHS final period life expectancy at birth, total population: US 2021 to 2024 and states 2022.

Sources: Centers for Disease Control and Prevention, NCHS final period life expectancy at birth, total population: US 2021 to 2024 and states 2022; Centers for Disease Control and Prevention, Nutrition, Physical Activity, and Obesity: Behavioral Risk Factor Surveillance System (hn4x-zwk7), percent of adults aged 18 years and older who have obesity, total; Centers for Disease Control and Prevention, Behavioral Risk Factor Surveillance System (BRFSS) Prevalence Data, 2011 to present (dttw-5yxu), adults who are current smokers, crude prevalence, overall; Centers for Disease Control and Prevention, VSRR Provisional Drug Overdose Death Counts (xkb8-kh2a), reported number of drug overdose deaths, 12 month-ending; Invokely, NHTSA FARS traffic fatalities divided by BEA mid-year population (SAINC1 and CAINC1), per 100,000 residents. Health statistics and rankings

Energy and environment

Average residential electricity price in Louisiana was 12.57 US cents per kWh (provisional) in 2025, up 7.2% from 2024, and the 4th lowest of 51 states.

Average residential electricity price12.57 US cents per kWh2025, provisionalUp 7.2% from 2024The 4th lowest of 51 states
Average annual temperature68.6 °F2025Down 0.7 °F from 2024The 2nd highest of 50 states
6810121420012005200920132017202120252001: 7.92 US cents per kWh2002: 7.1 US cents per kWh2003: 7.84 US cents per kWh2004: 8.05 US cents per kWh2005: 8.87 US cents per kWh2006: 9.14 US cents per kWh2007: 9.37 US cents per kWh2008: 10.28 US cents per kWh2009: 8.1 US cents per kWh2010: 8.98 US cents per kWh2011: 8.96 US cents per kWh2012: 8.37 US cents per kWh2013: 9.43 US cents per kWh2014: 9.57 US cents per kWh2015: 9.33 US cents per kWh2016: 9.34 US cents per kWh2017: 9.74 US cents per kWh2018: 9.59 US cents per kWh2019: 9.8 US cents per kWh2020: 9.67 US cents per kWh2021: 11.02 US cents per kWh2022: 12.93 US cents per kWh2023: 11.55 US cents per kWh2024: 11.73 US cents per kWh2025: 12.57 US cents per kWh
Average residential electricity price, 2001 to 2025. US cents per kWh. Source: U.S. Energy Information Administration, Electricity data browser: average retail price of electricity, residential sector, annual (EIA-861 and EIA-861M).

Sources: U.S. Energy Information Administration, Electricity data browser: average retail price of electricity, residential sector, annual (EIA-861 and EIA-861M); NOAA National Centers for Environmental Information, NOAA Climate at a Glance, January to December average temperature, contiguous US and statewide. Environment and emissions statistics and rankings

Sources and citations

Each figure comes from the table cited here. Cite the publisher; these citations include any notice the publisher requires.

  1. U.S. Census Bureau. Annual estimates of the resident population for the United States, states and counties, 1 July (Population Estimates Program). https://www2.census.gov/programs-surveys/popest/datasets/2020-2025/. Retrieved 2026-10-08.
  2. U.S. Census Bureau. American Community Survey 5-year estimates, table B01002: median age, total population. https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b01002.dat. Retrieved 2026-10-08.
  3. U.S. Census Bureau. Population Estimates Program, county population by age and sex (cc-est agesex): residents aged 65 and over as a percentage of the total, 1 July; states and the nation summed from counties. https://www2.census.gov/programs-surveys/popest/datasets/2020-2025/counties/asrh/cc-est2025-agesex-all.csv. Retrieved 2026-10-09.
  4. U.S. Census Bureau. American Community Survey 5-year estimates, table B05002: foreign-born population as a percentage of the total population, calculated with stored inputs. https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b05002.dat. Retrieved 2026-10-09.
  5. U.S. Census Bureau. Population Estimates Program resident population on 1 July divided by land area from the latest Census Gazetteer files, persons per km². https://www2.census.gov/programs-surveys/popest/datasets/2020-2025/. Retrieved 2026-10-09.
  6. U.S. Census Bureau. Population Estimates Program: net domestic migration, states and counties, July 1 of the previous year to June 30 of the reported year; vintage 2020 files for 2011 to 2020 and the latest 2020s vintage from 2021. https://www.census.gov/programs-surveys/popest/data/data-sets.html. Retrieved 2026-10-12.
  7. U.S. Bureau of Labor Statistics. Local Area Unemployment Statistics: unemployment rate by state, seasonally adjusted. https://download.bls.gov/pub/time.series/la/la.data.3.AllStatesS. Retrieved 2026-10-08.
  8. U.S. Census Bureau. American Community Survey 5-year estimates, table B19013: median household income in the past 12 months. https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b19013.dat. Retrieved 2026-10-08.
  9. U.S. Bureau of Economic Analysis. SAINC1: state annual personal income summary, per capita personal income, current dollars, United States and states. https://apps.bea.gov/regional/zip/SAINC.zip. Retrieved 2026-10-09.
  10. U.S. Bureau of Labor Statistics. Employment-population ratio, civilian noninstitutional population aged 16 and over, seasonally adjusted, state LAUS measure 07. https://download.bls.gov/pub/time.series/la/la.data.3.AllStatesS. Retrieved 2026-10-08.
  11. U.S. Census Bureau. Small Area Income and Poverty Estimates (SAIPE): percent of people of all ages in poverty, states and counties. https://www2.census.gov/programs-surveys/saipe/datasets/2024/2024-state-and-county/est24all.txt. Retrieved 2026-10-08.
  12. U.S. Bureau of Labor Statistics. Labor force participation rate, civilian noninstitutional population aged 16 and over, seasonally adjusted, state LAUS measure 08. https://download.bls.gov/pub/time.series/la/la.data.3.AllStatesS. Retrieved 2026-10-08.
  13. U.S. Bureau of Economic Analysis. SAGDP2: gross domestic product (GDP) by state, all industry total, millions of current dollars. https://apps.bea.gov/regional/zip/SAGDP.zip. Retrieved 2026-10-08.
  14. Invokely calculation from GDP in current dollars (BEA SAGDP2 and CAGDP1) divided by mid-year population (BEA SAINC1 and CAINC1). https://invokely.ai/docs/methodology#gdp_per_capita_usd. Retrieved 2026-10-09.
  15. U.S. Bureau of Economic Analysis. SAGDP11: annual percent change in real GDP, all industry total, United States and states. https://apps.bea.gov/regional/zip/SAGDP.zip. Retrieved 2026-10-08.
  16. U.S. Bureau of Economic Analysis. SARPP: regional price parities by state, all items (United States = 100). https://apps.bea.gov/regional/zip/SARPP.zip. Retrieved 2026-10-09.
  17. U.S. Census Bureau. American Community Survey 5-year estimates, table B25077: median value (dollars), owner-occupied housing units. https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b25077.dat. Retrieved 2026-10-09.
  18. Federal Housing Finance Agency (FHFA). Annual change in the FHFA traditional purchase-only house price index, not seasonally adjusted, state, calculated with stored inputs. https://www.fhfa.gov/hpi/download/monthly/hpi_master.csv. Retrieved 2026-10-08.
  19. U.S. Census Bureau. American Community Survey 5-year estimates, table B25064: median gross rent (dollars), renter-occupied housing units paying cash rent. https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b25064.dat. Retrieved 2026-10-09.
  20. U.S. Census Bureau. American Community Survey 5-year estimates, table B25003: owner-occupied housing units as a percentage of occupied housing units, calculated with stored inputs. https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/acsdt5y2024-b25003.dat. Retrieved 2026-10-09.
  21. U.S. Census Bureau. Building Permits Survey: final annual state estimates of new privately owned housing units authorized, including imputation, United States and states. https://www2.census.gov/econ/bps/State/st2025a.txt. Retrieved 2026-10-12.
  22. U.S. Bureau of Economic Analysis. SAPCE3: personal consumption expenditures by state by type of product, personal consumption expenditures (line 1), millions of current dollars, United States and states. https://apps.bea.gov/regional/zip/SAPCE.zip. Retrieved 2026-10-12.
  23. U.S. Bureau of Economic Analysis. SAPCE3: personal consumption expenditures by state by type of product, health care (line 60), millions of current dollars, United States and states. https://apps.bea.gov/regional/zip/SAPCE.zip. Retrieved 2026-10-12.
  24. U.S. Bureau of Economic Analysis. SAPCE3: personal consumption expenditures by state by type of product, housing (line 50), millions of current dollars, United States and states. https://apps.bea.gov/regional/zip/SAPCE.zip. Retrieved 2026-10-12.
  25. U.S. Bureau of Economic Analysis. SAPCE3: personal consumption expenditures by state by type of product, food services (line 82), millions of current dollars, United States and states. https://apps.bea.gov/regional/zip/SAPCE.zip. Retrieved 2026-10-12.
  26. U.S. Bureau of Economic Analysis. SAPCE3: personal consumption expenditures by state by type of product, gasoline and other energy goods (line 36), millions of current dollars, United States and states. https://apps.bea.gov/regional/zip/SAPCE.zip. Retrieved 2026-10-12.
  27. U.S. Census Bureau. Business Dynamics Statistics: employer firms, all covered industries, nation, states and counties. https://www2.census.gov/programs-surveys/bds/tables/time-series/2023/bds2023_st.csv. Retrieved 2026-10-10.
  28. U.S. Census Bureau. Business Formation Statistics: business applications (BA_BA), all sectors, seasonally adjusted, United States and states. https://www.census.gov/econ/bfs/csv/bfs_monthly.csv. Retrieved 2026-10-09.
  29. Source: USDA National Agricultural Statistics Service, Census of Agriculture. Census of Agriculture: number of farms, nation, states and counties (1997 to 2022). Retrieved through Data Commons (datacommons.org). https://www.nass.usda.gov/AgCensus/. Retrieved 2026-10-11. Retrieved through Data Commons (https://datacommons.org).
  30. Centers for Disease Control and Prevention (CDC). NCHS final period life expectancy at birth, total population: US 2021 to 2024 and states 2022. https://ftp.cdc.gov/pub/Health_Statistics/NCHS/Publications/NVSR/74-12/LA1.xlsx. Retrieved 2026-10-10. These data are available free from CDC. Use does not imply endorsement by CDC, ATSDR, HHS or the United States Government.
  31. Centers for Disease Control and Prevention (CDC). Nutrition, Physical Activity, and Obesity: Behavioral Risk Factor Surveillance System (hn4x-zwk7), percent of adults aged 18 years and older who have obesity, total. https://data.cdc.gov/resource/hn4x-zwk7.json?%24order=%3Aid&%24limit=50000&%24where=questionid%3D%27Q036%27+AND+stratificationid1%3D%27OVERALL%27+AND+datavaluetypeid%3D%27VALUE%27. Retrieved 2026-10-09. These data are available free from CDC. Use does not imply endorsement by CDC, ATSDR, HHS or the United States Government.
  32. Centers for Disease Control and Prevention (CDC). Behavioral Risk Factor Surveillance System (BRFSS) Prevalence Data, 2011 to present (dttw-5yxu), adults who are current smokers, crude prevalence, overall. https://data.cdc.gov/resource/dttw-5yxu.json?%24order=%3Aid&%24limit=50000&%24where=questionid%3D%27_RFSMOK3%27+AND+responseid%3D%27RESP046%27+AND+breakoutid%3D%27BO1%27+AND+data_value_type%3D%27Crude+Prevalence%27. Retrieved 2026-10-09. These data are available free from CDC. Use does not imply endorsement by CDC, ATSDR, HHS or the United States Government.
  33. Centers for Disease Control and Prevention (CDC). VSRR Provisional Drug Overdose Death Counts (xkb8-kh2a), reported number of drug overdose deaths, 12 month-ending. https://data.cdc.gov/resource/xkb8-kh2a.json?%24order=%3Aid&%24limit=50000&%24where=indicator%3D%27Number+of+Drug+Overdose+Deaths%27+AND+period%3D%2712+month-ending%27. Retrieved 2026-10-09. These data are available free from CDC. Use does not imply endorsement by CDC, ATSDR, HHS or the United States Government.
  34. Invokely calculation from NHTSA FARS traffic fatalities divided by BEA mid-year population (SAINC1 and CAINC1), per 100,000 residents. https://invokely.ai/docs/methodology#traffic_fatality_rate_per_100k. Retrieved 2026-10-12.
  35. Source: U.S. Energy Information Administration. Electricity data browser: average retail price of electricity, residential sector, annual (EIA-861 and EIA-861M). Retrieved through Data Commons (datacommons.org). https://www.eia.gov/electricity/data/browser/. Retrieved 2026-10-11. Retrieved through Data Commons (https://datacommons.org).
  36. NOAA National Centers for Environmental Information, Climate at a Glance. NOAA Climate at a Glance, January to December average temperature, contiguous US and statewide. From the NOAA Monthly U.S. Climate Divisional Database (nClimDiv), doi:10.7289/V5M32STR. https://www.ncei.noaa.gov/access/monitoring/climate-at-a-glance/statewide/time-series/16/tavg/12/12/1895-2025/data.json. Retrieved 2026-10-12.

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