Seasonal Adjustment Files and Documentation

Most series published by the Current Employment Statistics (CES) program have a regularly recurring seasonal movement that can be measured from past data. Seasonal adjustment eliminates the part of the change attributable to the normal seasonal variation and makes it possible to observe the cyclical and other nonseasonal movements in CES series. Seasonally adjusted series are published monthly for selected employment, hours, and earnings estimates.

Table of Contents

Use the links below to skip to specific topics about the CES seasonal adjustment research, first and second preliminary estimates specification files, and other files used for seasonal adjustment.

• Technical Information
• Research
• Input Files
• Specification files used to produce seasonally adjusted data for first preliminary estimates
• Specification files used to produce independently seasonally adjusted data for second preliminary estimates
• Other data used in seasonal adjustment
• Updates to input files and availability of historical input files
• Model Specifications
• Updates to model specifications and availability of historical model specifications
• Model specifications tables

Technical Information

Technical information about seasonal adjustment in the CES program, including a detailed description of input files and methodology, is available in the Seasonal Adjustment section of the CES Technical Notes at www.bls.gov/web/empsit/cestn.htm#section6e.

Research

Technical research related to seasonal adjustment in the CES program is outlined in the papers below:

• "Concurrent Seasonal Adjustment for Industry Employment Statistics" (2002) — This research compares concurrent seasonal adjustment to projected-factor seasonal adjustment and discusses the implications of a conversion to concurrent seasonal adjustment by the CES program. (HTML) (PDF)
• "Adjusting for Calendar Related Fluctuations in Average Weekly Hours and Average Hourly Earnings Series" (1998) — This research discusses distortions in the CES hours and earnings series caused by differences between reference periods in any given pair of months. In highly seasonal months and industries, this variation can be an important determinant of the magnitude of seasonal hires or layoffs that have occurred at the time the survey was taken, thereby complicating seasonal adjustment. (HTML)
• "Adjusting for a Calendar Effect in Employment Time Series" (1996) — This research discusses inconsistencies in the seasonally adjusted series that arise because of variations of 4 to 5 weeks between the reference periods in any given pair of months. In highly seasonal months and industries, this variation can be an important determinant of the magnitude of seasonal hires or layoffs that have occurred at the time the survey was taken, thereby complicating seasonal adjustment. (PDF)

Input Files

Specification files used to produce seasonally adjusted data for first preliminary estimates

The specification files available in this section are used to produce seasonally adjusted data for first preliminary estimates. These files are used as inputs to X‑13ARIMA‑SEATS for the CES seasonally adjusted series that aggregate to total nonfarm. Not all specification files in these folders correspond to series that are released with first preliminary estimates. More information about the specification files in these ZIP files is available in the Seasonal Adjustment section of the CES Technical Notes at www.bls.gov/web/empsit/cestn.htm#section6e. In addition, the readme text file available within each of the ZIP files provides a brief description of and viewing instructions for the specification files.

Seasonal adjustment input specification files are grouped by data type:

• UPDATED All employees (ZIP File)
• UPDATED All employee hours and earnings (ZIP File) — Includes files for the following data types: all employee average weekly hours, average hourly earnings, and average weekly overtime hours.
• UPDATED All other data types (ZIP File) — Includes files for the following data types: production employees; production employee average weekly hours, average hourly earnings, and average weekly overtime hours; and women employees.

Specification files used to produce independently seasonally adjusted data for second preliminary estimates

The specification files available in this section are used to produce independently seasonally adjusted data for second preliminary estimates. These files are used as inputs to X‑13ARIMA‑SEATS for the CES independently seasonally adjusted series. More information about the specification files in these ZIP files is available in the Seasonal Adjustment section of the CES Technical Notes at www.bls.gov/web/empsit/cestn.htm#section6e. In addition, the readme text file available within each of the ZIP files provides a brief description of and viewing instructions for the specification files.

Seasonal adjustment input specification files are grouped by data type:

• UPDATED All employees, independent series (ZIP File)
• UPDATED All employee hours and earnings, independent series (ZIP File) — Includes files for the following data types: all employee average weekly hours, average hourly earnings, and average weekly overtime hours.
• UPDATED All other data types, independent series (ZIP File) — Includes files for the following data types: production employees; production employee average weekly hours, average hourly earnings, and average weekly overtime hours; and women employees.

Other data used in seasonal adjustment

The other input files available in this section are used as inputs to X‑13ARIMA‑SEATS for CES seasonal adjustment. This ZIP file includes user-defined regression files, a file of prior adjustments, and a file containing recent outliers. More information about the files in this ZIP file is available in the Seasonal Adjustment section of the CES Technical Notes at www.bls.gov/web/empsit/cestn.htm#section6e. In addition, the readme text file available within the ZIP file provides a brief description of the files and instructions.

Other seasonal adjustment input files:

• UPDATED Other seasonal adjustment input files (ZIP File)

Updates to input files and availability of historical input files

Annually, BLS updates the specification files and prior adjustment file to reflect the updated series structure for that year. Monthly with each release of CES estimates, BLS updates the prior adjustment file and recent outlier file.

The annual specification files from 2005 forward are available upon request by contacting CES by email or by phone at 202‑691‑6555.

Model Specifications

Model specifications tables provide mode (additive or multiplicative) and adjustment type (4/5 week, 10/11 day, Easter/Labor Day, etc.) information about the model selected for each CES series. The tables listed below include information for CES series that aggregate to total nonfarm. More information about mode and adjustment types in the CES application of seasonal adjustment is available in the Seasonal Adjustment section of the CES Technical Notes at www.bls.gov/web/empsit/cestn.htm#section6e.

Tables are available for the following data types:

• All employees (AE)
• AE average weekly hours (AE AWH)
• AE average hourly earnings (AE AHE)
• AE average weekly overtime hours (AE AWOH)
• Production employees (PE)
• PE average weekly hours (PE AWH)
• PE average hourly earnings (PE AHE)
• PE average weekly overtime hours (PE AWOH)
• Women employees (WE)

Updates to model specifications and availability of historical model specifications

The seasonal adjustment model specifications tables are updated annually. Historical annual seasonal adjustment model specifications tables for 2003 to 2013 can be found in the archived CES benchmark articles at www.bls.gov/web/empsit/cesbmkarch.htm.

The more recent annual seasonal adjustment model specifications tables are available upon request by contacting CES by email or by phone at 202‑691‑6555.

Model specifications tables

Use the links below to skip to specific tables.

• Table 1. Model specifications for seasonal adjustment of AE series
• Table 2. Model specifications for seasonal adjustment of AE AWH series
• Table 3. Model specifications for seasonal adjustment of AE AWE series
• Table 4. Model specifications for seasonal adjustment of AE AWOH series
• Table 5. Model specifications for seasonal adjustment of PE series
• Table 6. Model specifications for seasonal adjustment of PE AWH series
• Table 7. Model specifications for seasonal adjustment of PE AWE series
• Table 8. Model specifications for seasonal adjustment of PE AWOH series
• Table 9. Model specifications for seasonal adjustment of WE series

Table 1. Model specifications for seasonal adjustment of AE series

CES Industry Code	CES Industry Title	Mode	4/5 Week Adj	Other Adj (1)
10-113300	Logging	ADD	X
10-211000	Oil and gas extraction	ADD	X
10-212000	Mining, except oil and gas	-	X	Indirect
10-212100	Coal mining	ADD	X
10-212200	Metal ore mining	MULT	X
10-212300	Nonmetallic mineral mining and quarrying	ADD	X
10-213000	Support activities for mining	ADD	X
20-236100	Residential building	-	X	Indirect
20-236200	Nonresidential building	-	X	Indirect
20-237000	Heavy and civil engineering construction	ADD	X
20-238000	Specialty trade contractors	-	X	Indirect
20-238001	Residential specialty trade contractors	ADD	X	Raked
20-238002	Nonresidential specialty trade contractors	ADD	X	Raked
31-321000	Wood products	MULT	X
31-327000	Nonmetallic mineral products	ADD	X
31-331000	Primary metals	ADD	X
31-332000	Fabricated metal products	ADD	X
31-333000	Machinery	ADD	X
31-334000	Computer and electronic products	-	X	Indirect
31-334100	Computer and peripheral equipment	MULT	X
31-334200	Communications equipment	MULT	X
31-334400	Semiconductors and electronic components	MULT	X
31-334500	Electronic instruments	MULT	X
31-334600	Miscellaneous computer and electronic products	MULT	X
31-335000	Electrical equipment and appliances	MULT	X
31-336000	Transportation equipment	ADD
31-336001	Motor vehicles and parts	ADD
31-337000	Furniture and related products	ADD	X
31-339000	Miscellaneous durable goods manufacturing	ADD	X
32-311000	Food manufacturing	MULT	X
32-313000	Textile mills	ADD	X
32-314000	Textile product mills	ADD	X
32-315000	Apparel	ADD	X
32-322000	Paper and paper products	MULT	X
32-323000	Printing and related support activities	ADD	X
32-324000	Petroleum and coal products	ADD	X
32-325000	Chemicals	MULT	X
32-326000	Plastics and rubber products	ADD	X
32-329000	Miscellaneous nondurable goods manufacturing	MULT	X
41-423000	Durable goods	MULT	X
41-424000	Nondurable goods	ADD	X
41-425000	Electronic markets and agents and brokers	ADD	X
42-441000	Motor vehicle and parts dealers	-	X	Indirect
42-441100	Automobile dealers	ADD	X
42-441200	Other motor vehicle dealers	ADD	X
42-441300	Auto parts, accessories, and tire stores	ADD	X
42-442000	Furniture and home furnishings stores	ADD	X
42-443000	Electronics and appliance stores	ADD	X
42-444000	Building material and garden supply stores	MULT	X
42-445000	Food and beverage stores	MULT	X
42-446000	Health and personal care stores	ADD	X
42-447000	Gasoline stations	MULT	X
42-448000	Clothing and clothing accessories stores	ADD	X
42-451000	Sporting goods, hobby, book, and music stores	ADD	X
42-452000	General merchandise stores	-	X	Indirect
42-452200	Department stores	ADD	X
42-452300	General merchandise stores, including warehouse clubs and supercenters	MULT	X
42-453000	Miscellaneous store retailers	ADD	X
42-454000	Nonstore retailers	MULT	X
43-481000	Air transportation	MULT	X
43-482000	Rail transportation	ADD	X
43-483000	Water transportation	ADD	X
43-484000	Truck transportation	ADD	X
43-485000	Transit and ground passenger transportation	ADD
43-486000	Pipeline transportation	MULT	X
43-487000	Scenic and sightseeing transportation	ADD	X
43-488000	Support activities for transportation	MULT	X
43-492000	Couriers and messengers	MULT	X
43-493000	Warehousing and storage	MULT	X
44-220000	Utilities	MULT	X
50-511000	Publishing industries, except Internet	MULT	X
50-512000	Motion picture and sound recording industries	ADD	X
50-515000	Broadcasting, except Internet	ADD	X
50-517000	Telecommunications	MULT	X
50-518000	Data processing, hosting and related services	MULT	X
50-519000	Other information services	MULT	X
55-521000	Monetary authorities - central bank	ADD	X
55-522000	Credit intermediation and related activities	-	X	Indirect
55-522100	Depository credit intermediation	MULT	X
55-522110	Commercial banking	MULT	X
55-522200	Nondepository credit intermediation	MULT	X
55-522300	Activities related to credit intermediation	MULT	X
55-523000	Securities, commodity contracts, investments, and funds and trusts	MULT	X
55-524000	Insurance carriers and related activities	MULT	X
55-531000	Real estate	MULT	X
55-532000	Rental and leasing services	ADD	X
55-533000	Lessors of nonfinancial intangible assets	MULT	X
60-540000	Professional and technical services	-	X	Indirect
60-541100	Legal services	MULT	X
60-541200	Accounting and bookkeeping services	MULT	X
60-541300	Architectural and engineering services	MULT	X
60-541400	Specialized design services	ADD	X
60-541500	Computer systems design and related services	MULT	X
60-541600	Management and technical consulting services	MULT	X
60-541700	Scientific research and development services	MULT	X
60-541800	Advertising and related services	ADD	X
60-541900	Other professional and technical services	MULT	X
60-550000	Management of companies and enterprises	MULT	X
60-561000	Administrative and support services	-	X	Indirect
60-561100	Office administrative services	MULT	X
60-561200	Facilities support services	MULT	X
60-561300	Employment services	ADD	X
60-561320	Temporary help services	ADD	X
60-561400	Business support services	ADD	X
60-561500	Travel arrangement and reservation services	ADD	X
60-561600	Investigation and security services	MULT	X
60-561700	Services to buildings and dwellings	ADD	X
60-561900	Other support services	ADD	X
60-562000	Waste management and remediation services	MULT	X
65-610000	Educational services	MULT	X
65-621000	Ambulatory health care services	-	X	Indirect
65-621100	Offices of physicians	MULT	X
65-621200	Offices of dentists	ADD	X
65-621300	Offices of other health practitioners	MULT	X
65-621400	Outpatient care centers	MULT	X
65-621500	Medical and diagnostic laboratories	MULT	X
65-621600	Home health care services	MULT	X
65-621900	Other ambulatory health care services	MULT	X
65-622000	Hospitals	MULT	X
65-623000	Nursing and residential care facilities	-	X	Indirect
65-623100	Nursing care facilities	ADD	X
65-623200	Residential mental health facilities	MULT	X
65-623300	Community care facilities for the elderly	MULT	X
65-623900	Other residential care facilities	MULT	X
65-624000	Social assistance	-	X	Indirect
65-624100	Individual and family services	MULT	X
65-624200	Emergency and other relief services	MULT	X
65-624300	Vocational rehabilitation services	ADD	X
65-624400	Child day care services	ADD	X
70-711000	Performing arts and spectator sports	ADD	X
70-712000	Museums, historical sites, and similar institutions	ADD	X
70-713000	Amusements, gambling, and recreation	ADD	X
70-721000	Accommodation	ADD	X
70-722000	Food services and drinking places	ADD	X
80-811000	Repair and maintenance	ADD	X
80-812000	Personal and laundry services	ADD	X
80-813000	Membership associations and organizations	ADD
90-911000	Federal, except U.S. Postal Service	MULT	X
90-919120	U.S. Postal Service	MULT	X
90-921611	State government education	MULT	X
90-922000	State government, excluding education	MULT	X
90-931611	Local government education	ADD	X
90-932000	Local government, excluding education	MULT	X	Election adjustment
Footnotes (1)Indirect indicates seasonal adjustment occurs at the lowest available industry level. Raked indicates residential and nonresidential specialty trade estimates are raked to the specialty trade estimates to ensure consistency. Election adjustment indicates a special adjustment for the presence/absence of poll workers in local government.

Table 2. Model specifications for seasonal adjustment of AE AWH series

CES Industry Code	CES Industry Title	Mode	4/5 Week Adj	10/11 Day Adj	Easter/Labor Day Adj
10-000000	Mining and logging	ADD		X	X
20-000000	Construction	MULT	X		X
31-321000	Wood products	ADD	X		X
31-327000	Nonmetallic mineral products	MULT	X		X
31-331000	Primary metals	ADD		X	X
31-332000	Fabricated metal products	ADD	X		X
31-333000	Machinery	ADD		X	X
31-334000	Computer and electronic products	MULT		X	X
31-335000	Electrical equipment and appliances	ADD	X		X
31-336000	Transportation equipment	ADD	X		X
31-336001	Motor vehicles and parts	ADD	X		X
31-337000	Furniture and related products	MULT	X		X
31-339000	Miscellaneous durable goods manufacturing	ADD	X		X
32-311000	Food manufacturing	MULT	X		X
32-313000	Textile mills	ADD	X		X
32-314000	Textile product mills	MULT	X		X
32-315000	Apparel	MULT	X		X
32-322000	Paper and paper products	MULT	X		X
32-323000	Printing and related support activities	ADD	X		X
32-324000	Petroleum and coal products	MULT	X		X
32-325000	Chemicals	MULT		X
32-326000	Plastics and rubber products	ADD	X		X
32-329000	Miscellaneous nondurable goods manufacturing	MULT	X		X
41-420000	Wholesale trade	ADD		X	X
42-000000	Retail trade	MULT		X
43-000000	Transportation and warehousing	MULT		X	X
44-220000	Utilities	MULT	X
50-000000	Information	MULT		X
55-000000	Financial activities	ADD		X
60-000000	Professional and business services	MULT		X	X
65-000000	Education and health services	MULT		X
70-000000	Leisure and hospitality	ADD		X
80-000000	Other services	MULT		X	X

Table 3. Model specifications for seasonal adjustment of AE AHE series

CES Industry Code	CES Industry Title	Mode	4/5 Week Adj	10/11 Day Adj
10-000000	Mining and logging	ADD		X
20-000000	Construction	MULT	X
31-321000	Wood products	MULT	X
31-327000	Nonmetallic mineral products	MULT	X
31-331000	Primary metals	MULT		X
31-332000	Fabricated metal products	MULT	X
31-333000	Machinery	MULT		X
31-334000	Computer and electronic products	MULT		X
31-335000	Electrical equipment and appliances	MULT		X
31-336000	Transportation equipment	MULT	X
31-336001	Motor vehicles and parts	MULT	X
31-337000	Furniture and related products	MULT	X
31-339000	Miscellaneous durable goods manufacturing	MULT	X
32-311000	Food manufacturing	MULT	X
32-313000	Textile mills	MULT	X
32-314000	Textile product mills	MULT	X
32-315000	Apparel	MULT	X
32-322000	Paper and paper products	MULT	X
32-323000	Printing and related support activities	MULT	X
32-324000	Petroleum and coal products	MULT	X
32-325000	Chemicals	MULT		X
32-326000	Plastics and rubber products	MULT	X
32-329000	Miscellaneous nondurable goods manufacturing	MULT	X
41-420000	Wholesale trade	MULT		X
42-000000	Retail trade	MULT		X
43-000000	Transportation and warehousing	MULT		X
44-220000	Utilities	ADD	X
50-000000	Information	MULT		X
55-000000	Financial activities	MULT		X
60-000000	Professional and business services	MULT		X
65-000000	Education and health services	MULT		X
70-000000	Leisure and hospitality	MULT		X
80-000000	Other services	MULT		X

Table 4. Model specifications for seasonal adjustment of AE AWOH series

CES Industry Code	CES Industry Title	Mode	4/5 Week Adj	10/11 Day Adj	Easter/Labor Day Adj
31-000000	Durable goods	ADD	X		X
32-000000	Nondurable goods	ADD	X		X

Table 5. Model specifications for seasonal adjustment of PE series

CES Industry Code	CES Industry Title	Mode	4/5 Week Adj
10-000000	Mining and logging	ADD	X
20-000000	Construction	ADD	X
31-321000	Wood products	ADD	X
31-327000	Nonmetallic mineral products	ADD	X
31-331000	Primary metals	ADD	X
31-332000	Fabricated metal products	ADD	X
31-333000	Machinery	ADD	X
31-334000	Computer and electronic products	MULT	X
31-335000	Electrical equipment and appliances	ADD	X
31-336000	Transportation equipment	ADD
31-336001	Motor vehicles and parts	ADD
31-337000	Furniture and related products	ADD	X
31-339000	Miscellaneous durable goods manufacturing	ADD	X
32-311000	Food manufacturing	MULT	X
32-313000	Textile mills	ADD	X
32-314000	Textile product mills	ADD	X
32-315000	Apparel	ADD	X
32-322000	Paper and paper products	MULT	X
32-323000	Printing and related support activities	ADD	X
32-324000	Petroleum and coal products	MULT	X
32-325000	Chemicals	MULT	X
32-326000	Plastics and rubber products	ADD	X
32-329000	Miscellaneous nondurable goods manufacturing	ADD	X
41-420000	Wholesale trade	ADD	X
42-000000	Retail trade	ADD	X
43-000000	Transportation and warehousing	MULT	X
44-220000	Utilities	MULT	X
50-000000	Information	ADD	X
55-000000	Financial activities	MULT	X
60-000000	Professional and business services	ADD	X
65-000000	Education and health services	MULT	X
70-000000	Leisure and hospitality	ADD	X
80-000000	Other services	ADD	X

Table 6. Model specifications for seasonal adjustment of PE AWH series

CES Industry Code	CES Industry Title	Mode	4/5 Week Adj	10/11 Day Adj	Easter/Labor Day Adj
10-000000	Mining and logging	MULT		X	X
20-000000	Construction	MULT	X		X
31-321000	Wood products	MULT	X		X
31-327000	Nonmetallic mineral products	MULT	X		X
31-331000	Primary metals	ADD	X		X
31-332000	Fabricated metal products	ADD	X		X
31-333000	Machinery	ADD	X		X
31-334000	Computer and electronic products	ADD		X	X
31-335000	Electrical equipment and appliances	ADD	X		X
31-336000	Transportation equipment	ADD	X		X
31-336001	Motor vehicles and parts	ADD	X		X
31-337000	Furniture and related products	MULT	X		X
31-339000	Miscellaneous durable goods manufacturing	ADD	X		X
32-311000	Food manufacturing	MULT	X		X
32-313000	Textile mills	ADD	X		X
32-314000	Textile product mills	MULT	X		X
32-315000	Apparel	ADD	X		X
32-322000	Paper and paper products	MULT	X		X
32-323000	Printing and related support activities	ADD	X		X
32-324000	Petroleum and coal products	MULT	X		X
32-325000	Chemicals	MULT		X
32-326000	Plastics and rubber products	ADD	X		X
32-329000	Miscellaneous nondurable goods manufacturing	MULT	X		X
41-420000	Wholesale trade	ADD		X	X
42-000000	Retail trade	MULT		X
43-000000	Transportation and warehousing	MULT		X	X
44-220000	Utilities	MULT	X
50-000000	Information	MULT		X
55-000000	Financial activities	MULT		X
60-000000	Professional and business services	MULT		X	X
65-000000	Education and health services	MULT		X
70-000000	Leisure and hospitality	ADD		X
80-000000	Other services	MULT		X	X

Table 7. Model specifications for seasonal adjustment of PE AHE series

CES Industry Code	CES Industry Title	Mode	4/5 Week Adj	10/11 Day Adj
10-000000	Mining and logging	MULT		X
20-000000	Construction	MULT	X
31-321000	Wood products	MULT	X
31-327000	Nonmetallic mineral products	MULT	X
31-331000	Primary metals	ADD	X
31-332000	Fabricated metal products	MULT	X
31-333000	Machinery	MULT	X
31-334000	Computer and electronic products	MULT		X
31-335000	Electrical equipment and appliances	MULT	X
31-336000	Transportation equipment	MULT	X
31-336001	Motor vehicles and parts	MULT	X
31-337000	Furniture and related products	MULT	X
31-339000	Miscellaneous durable goods manufacturing	MULT	X
32-311000	Food manufacturing	MULT	X
32-313000	Textile mills	MULT	X
32-314000	Textile product mills	MULT	X
32-315000	Apparel	MULT	X
32-322000	Paper and paper products	MULT	X
32-323000	Printing and related support activities	MULT	X
32-324000	Petroleum and coal products	MULT	X
32-325000	Chemicals	MULT		X
32-326000	Plastics and rubber products	MULT	X
32-329000	Miscellaneous nondurable goods manufacturing	MULT	X
41-420000	Wholesale trade	MULT		X
42-000000	Retail trade	MULT		X
43-000000	Transportation and warehousing	MULT		X
44-220000	Utilities	ADD	X
50-000000	Information	MULT		X
55-000000	Financial activities	MULT		X
60-000000	Professional and business services	MULT		X
65-000000	Education and health services	MULT		X
70-000000	Leisure and hospitality	MULT		X
80-000000	Other services	MULT		X

Table 8. Model specifications for seasonal adjustment of PE AWOH series

CES Industry Code	CES Industry Title	Mode	4/5 Week Adj	10/11 Day Adj	Easter/Labor Day Adj
31-000000	Durable goods	ADD	X		X
32-000000	Nondurable goods	ADD	X		X

Table 9. Model specifications for seasonal adjustment of WE series

CES Industry Code	CES Industry Title	Mode	4/5 Week Adj	Other Adj (1)
10-000000	Mining and logging	ADD	X
20-000000	Construction	MULT	X
31-000000	Durable goods	ADD	X
32-000000	Nondurable goods	ADD	X
41-420000	Wholesale trade	ADD	X
42-000000	Retail trade	ADD	X
43-000000	Transportation and warehousing	MULT	X
44-220000	Utilities	MULT	X
50-000000	Information	MULT	X
55-520000	Finance and insurance	MULT	X
55-530000	Real estate and rental and leasing	MULT	X
60-540000	Professional and technical services	MULT	X
60-550000	Management of companies and enterprises	MULT	X
60-560000	Administrative and waste services	ADD	X
65-610000	Educational services	MULT	X
65-620000	Health care and social assistance	MULT	X
70-710000	Arts, entertainment, and recreation	ADD	X
70-720000	Accommodation and food services	ADD	X
80-000000	Other services	ADD	X
90-910000	Federal	MULT	X
90-920000	State government	MULT	X
90-930000	Local government	MULT	X	Election adjustment
Footnotes (1)Election adjustment indicates a special adjustment for the presence/absence of poll workers in local government.

Last Modified Date: February 4, 2022