Air Emissions
How to Download Your Data
- Go to https://www.epa.gov/enviro/tri-ez-search.
- Scroll down and click on “Flat (Denormalized) Form R – A flat view of the TRI database that contains
a majority of the available TRI information.
- Select the following variables from the list of data elements provided.
- Reporting Year
- In the row immediately below Air Total Release check the box above SUM
- Primary NAICS Code
- Scroll to the bottom of the page and click on “STEP 3: Enter Search Criteria”
- On the next page:
- For Reporting Year – switch Operator Definition to “Between.” In the Search Value field, enter the first year shown in the Sector Snapshots chart, followed by “AND”, and the last year shown in the Sector Snapshots chart. For example, if the first year is 1996 and the last year is 2022, enter “1996 AND 2022” in the Search Value field. In the Sort Column field, enter “1.” (You can leave the other columns blank or unchanged.)
- For Primary NAICS Code – switch Operator to “Beginning with,” and enter 2211 (Electric Power
Generation, Transmission and Distribution) under Search Value. Then check the last box to
the right under “Where Only.”
- Click on “Search database” or “Output to CSV File”
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Criteria Air Pollutants
How to Download Your Data
Note: The data are available in a tab or comma-delimited text format that must be imported into a program that will allow you to analyze the file (such as Excel).
- Go to: Get Air Emissions Data | US EPA which has a table with yearly data tables. Download the data years desired.
- In the “Table of Air Emissions Data by Year and Time”, select the relevant NEI file under the Triennial NEI column for years within the range of the Snapshot Sectors Graphic.
- For 1996 – 2005, select the file with “naics” or “sics” in the file name. For example, for 2000, use the “2000sicsummarymade09” file, but for 2005, use the “naics_summary.zip” file.
- For 2008 and onwards, click the “Dara Summaries” hyperlink, then download the “Facility-level by Pollutant” File.
- Utilities facilities are grouped under SIC codes 4911, 4931, and 4949 for the years 1996 and 1999
and NAICS codes beginning with 2211 for the years 2002 – 2017.
- Using the SIC and NAICS variables, filter for utilities facilities, then sum total emissions of CO,
NOX, VOC, PM10, NH3, and SO2 in each year to arrive at the totals shown in this chart.
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Greenhouse Gases
How to Download Your Data
- Go to Greenhouse Gas (GHG) Emissions and Removals | US EPA.
- Under “National” select the “EPA's Inventory of U.S. Greenhouse Gas Emissions and Sinks”, then select “Annual Report”
- In the table presented, navigate to the “Related Data Files” column.
- Open folder for Chapter 2 - Trends
- In table 2-11 (Electric Power-Related Greenhouse Gas Emissions), the 1996 – 2018 values in the
“total” row corresponds to the values shown in this chart.
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Hazardous Waste Generation
How to Download Your Data
- Go to https://rcrapublic.epa.gov/rcra-hwip/trends-and-analysis/details/7
- Repeat the following steps for each reporting cycle. You will be able to access data for one year at a time but multiple NAICS codes. For each reporting cycle, to recreate the values shown in this chart:
- Select a data year in the “Report Cycle” box and click on the blue “Update filter” box.
- Click on the “…” menu option in the upper right hand corner of the Generator List Box.
- Click on “Download results,” chose the file format you want and save the file on your computer.
- Open the file and create a filter the records in the “naics_code” column.
- Sort or filter the “naics_code” column for the following NAICS codes:
- 22111 ELECTRIC POWER GENERATION
- 221111 HYDROELECTRIC POWER GENERATION
- 221112 FOSSIL FUEL ELECTRIC POWER GENERATION
- 221113 NUCLEAR ELECTRIC POWER GENERATION
- 221114 SOLAR ELECTRIC POWER GENERATION
- 221116 GEOTHERMAL ELECTRIC POWER GENERATION
- 221117 BIOMASS ELECTRIC POWER GENERATION
- 221118 OTHER ELECTRIC POWER GENERATION
- 22112 ELECTRIC POWER TRANSMISSION, CONTROL, AND DISTRIBUTION
- 221121 ELECTRIC BULK POWER TRANSMISSION AND CONTROL
- 221122 ELECTRIC POWER DISTRIBUTION
- Reporting cycles: Select each year individually that is presented on the Sector Snapshots graphic.
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Production-Related Waste Managed
How to Download Your Data
- Go to https://www.epa.gov/enviro/tri-ez-search.
- Scroll down and click on “Flat (Denormalized) Form R – A flat view of the TRI database that contains
a majority of the available TRI information.
- Select the following variables from the list of data elements provided.
- Reporting Year
- In the row immediately below Total Production Related Waste check the box above SUM
- Primary NAICS Code
- Scroll to the bottom of the page and click on “STEP 3: Enter Search Criteria”
- On the next page:
- For Reporting Year – switch Operator Definition to “Between.” In the Search Value field, enter the first year shown in the Sector Snapshots chart, followed by “AND”, and the last year shown in the Sector Snapshots chart. For example, if the first year is 1996 and the last year is 2022, enter “1996 AND 2022” in the Search Value field.
- For Primary NAICS Code – switch Operator to “Beginning with,” and enter 2211 (Electric Power
Generation, Transmission and Distribution) under Search Value. Then check the last box to
the right under “Where Only.”
- Click on “Search database” or “Output to CSV File”
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Releases to Land
How to Download Your Data
- Go to https://www.epa.gov/enviro/tri-ez-search.
- Scroll down and click on “Flat (Denormalized) Form R – A flat view of the TRI database that contains
a majority of the available TRI information.
- Select the following variables from the list of data elements provided.
- Reporting Year
- In the row immediately below Land Total Release check the box above SUM
- Primary NAICS Code
- Scroll to the bottom of the page and click on “STEP 3: Enter Search Criteria”
- On the next page:
- For Reporting Year – switch Operator Definition to “Between.” In the Search Value field, enter the first year shown in the Sector Snapshots chart, followed by “AND”, and the last year shown in the Sector Snapshots chart. For example, if the first year is 1996 and the last year is 2022, enter “1996 AND 2022” in the Search Value field.
- For Primary NAICS Code – switch Operator to “Beginning with,” and enter 2211 (Electric Power
Generation, Transmission and Distribution) under Search Value. Then check the last box to
the right under “Where Only.”
- Click on “Search database” or “Output to CSV File”
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Water Discharges
How to Download Your Data
- Go to https://www.epa.gov/enviro/tri-ez-search.
- Scroll down and click on “Flat (Denormalized) Form R – A flat view of the TRI database that contains
a majority of the available TRI information.
- Select the following variables from the list of data elements provided.
- Reporting Year
- In the row immediately below Water Total Release check the box above SUM
- Primary NAICS Code
- Scroll to the bottom of the page and click on “STEP 3: Enter Search Criteria”
- On the next page:
- For Reporting Year – switch Operator Definition to “Between.” In the Search Value field, enter the first year shown in the Sector Snapshots chart, followed by “AND”, and the last year shown in the Sector Snapshots chart. For example, if the first year is 1996 and the last year is 2022, enter “1996 AND 2022” in the Search Value field.
- For Primary NAICS Code – switch Operator to “Beginning with,” and enter 2211 (Electric Power
Generation, Transmission and Distribution) under Search Value. Then check the last box to
the right under “Where Only.”
- Click on “Search database” or “Output to CSV File”
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Dollar Value of Gross Output
How to Download Your Data
- Go to GDP by Industry | U.S. Bureau of Economic Analysis (BEA)
- Click on Underlying Detail Tables, Annual, 1997-2022
- Select “Gross Output by Industry.”
- Select “U.Gross Output by Industry (A).”
- Select “Underlying Summary Level’ and click “Next Step.” The resulting data table will then load.
- Select “Modify” in the upper-right-hand corner of the table. In the resulting window:
- Set the scale as “Billions”
- Set the start year as “1997-A”
- Set the end year as the last year presented in the graphic.
- In the code list, select “(2211) Electric power generation, transmission and distribution.”
Do not select any other item in this menu, doing so may double count.
- Click “Refresh Table”
- Row 1 of the resulting table, labeled “Electric power generation, transmission, and distribution”
provides the corresponding data shown in this chart for each year.
- (Optional) Download the dataset in XLS, CSV, or PDF format.
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Employment
How to Download Your Data
Note: The data are available in a comma-delimited text format that must be imported into a software package that will allow you to analyze the file.
- Go to https://www.census.gov/programs-surveys/cbp/data/datasets.html
- Click on any link labeled “County Business Patterns: YEAR.” On the resulting page, click the
“Complete U.S. File” link and download the corresponding file. Repeat this process for each year corresponding to years presented in the graphic.
- Open each file in a software package of your choice that can process comma-delimited text files.
Repeat the steps below for each file.
- For entities with suppressed data, the Census Bureau replaces all employment values with zeroes and
this underestimates the total number of employees in each sector. Using your software package,
replace the suppression flags with the midpoint of the Data Suppression Flag employment ranges per
the table below.
| Empflag Data Suppression Flag |
Employment Size Class |
Midpoint |
| Min |
Max |
| A |
0 |
19 |
10 |
| B |
20 |
99 |
60 |
| C |
100 |
249 |
175 |
| E |
250 |
499 |
375 |
| F |
500 |
999 |
750 |
| G |
1000 |
2,499 |
1,750 |
| H |
2,500 |
4,999 |
3,750 |
| I |
5000 |
9,999 |
7,500 |
| J |
10,000 |
24,999 |
17,500 |
| K |
25,000 |
49,999 |
37,500 |
| L |
50,000 |
99,999 |
75,000 |
| M |
100,000 |
>100,000 |
100,000 |
- In your software package, filter the data for NAICS codes that begin with 2211.
- With the filter in place, aggregate the “emp” column across all records.
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Constant Dollar Output Value (2017)
How to Download Your Data
- The constant dollar output metric uses inflation-adjusted economic output values. This contrasts with the dollar value of gross output (nominal output), which does not account for inflation.
- The GDP Implicit Price Deflator (IPD) is used to adjust the dollar value of gross output for inflation.
- The IPD is calculated by dividing nominal economic output (i.e., GDP) by constant dollar economic output and reflects the impact of prices on the measure of economic output. It is similar to the widely reported Consumer Price Index, but the IPD is more commonly used to reflect price increases facing businesses as well as consumers. The IPD is specified in the RCRA regulations.
- The IPD is indexed to a base year. When this chart was created, the IPD used 2017 as the base year (2017 IDP = 100). For each annual economic output data element in the Sector Snapshot data, nominal output values are converted to constant dollar output values using this formula: Constant Dollar Output Value = Nominal Output Value (as currently displayed in Sector Snapshots) / [(IPD for current year) / (IPD for base year)]
- IPD data is sourced from the Federal Reserve Bank of St. Louis (FRED) at https://fred.stlouisfed.org/series/GDPDEF#.
- The constant dollar output values are also used to calculate intensity ratios for each environmental performance indicator.
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