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
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.
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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)
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Note
All seasonal adjustment input files below have been compressed
into ZIP files. A ZIP file utility is necessary to extract the files. For more
information please visit How to View ZIP
Files.
Specification files used to produce seasonally adjusted data for first preliminary estimates
The specification files in this section are equivalent to the files available prior
to the 2012 CES benchmark release. The ZIP file containing the prior adjustments file and manual
outliers file is now in the Other data used in seasonal adjustment section.
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:
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Specification files used to produce independently seasonally adjusted data for second preliminary estimates
The specification files in this section relate to detailed series not published prior to the 2012 CES benchmark release.
The ZIP file containing the prior adjustments file and manual outliers file is now in the Other data used in seasonal adjustment section.
The prior adjustment file is appropriate for use with these series; however, manual outliers identified for the first preliminary estimates are not
applied to any detailed seasonally adjusted series available at the second preliminary estimates release.
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:
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Other data used in seasonal adjustment
The other input files in this section are equivalent to the other input files available prior to the 2012 CES benchmark release.
The prior adjustments file and manual outliers file are available in the ZIP file below. The prior adjustment file is appropriate for use with all series; however,
manual outliers identified for first preliminary estimates are not applied to any detailed, independently seasonally adjusted series available at the
second preliminary estimate release.
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:
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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.
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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.
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Model specifications tables
Use the links below to skip to specific tables.
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 |
MULT |
X |
|
10-211000 |
Oil and gas extraction |
ADD |
X |
|
10-212000 |
Mining, except oil and gas |
- |
X |
Indirect |
10-212100 |
Coal mining |
MULT |
X |
|
10-212200 |
Metal ore mining |
ADD |
X |
|
10-212300 |
Nonmetallic mineral mining and quarrying |
MULT |
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 |
MULT |
X |
|
20-238000 |
Specialty trade contractors |
- |
X |
Indirect |
20-238001 |
Residential specialty trade contractors |
MULT |
X |
Raked |
20-238002 |
Nonresidential specialty trade contractors |
ADD |
X |
Raked |
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 |
- |
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 |
MULT |
|
|
31-336001 |
Motor vehicles and parts |
ADD |
|
|
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 |
|
41-423000 |
Durable goods |
MULT |
X |
|
41-424000 |
Nondurable goods |
MULT |
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 |
MULT |
X |
|
42-441300 |
Auto parts, accessories, and tire stores |
ADD |
X |
|
42-442000 |
Furniture and home furnishings stores |
MULT |
X |
|
42-443000 |
Electronics and appliance stores |
MULT |
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 |
MULT |
X |
|
42-447000 |
Gasoline stations |
ADD |
X |
|
42-448000 |
Clothing and clothing accessories stores |
MULT |
X |
|
42-451000 |
Sporting goods, hobby, book, and music stores |
MULT |
X |
|
42-452000 |
General merchandise stores |
- |
X |
Indirect |
42-452200 |
Department stores |
MULT |
X |
|
42-452300 |
General merchandise stores, including warehouse clubs and supercenters |
ADD |
X |
|
42-453000 |
Miscellaneous store retailers |
MULT |
X |
|
42-454000 |
Nonstore retailers |
ADD |
X |
|
43-481000 |
Air transportation |
MULT |
X |
|
43-482000 |
Rail transportation |
MULT |
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 |
MULT |
X |
|
43-488000 |
Support activities for transportation |
ADD |
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 |
MULT |
X |
|
50-517000 |
Telecommunications |
MULT |
X |
|
50-518000 |
Data processing, hosting and related services |
MULT |
X |
|
50-519000 |
Other information services |
ADD |
X |
|
55-521000 |
Monetary authorities - central bank |
MULT |
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 |
MULT |
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 |
ADD |
X |
|
60-541300 |
Architectural and engineering services |
MULT |
X |
|
60-541400 |
Specialized design services |
MULT |
X |
|
60-541500 |
Computer systems design and related services |
ADD |
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 |
ADD |
X |
|
60-550000 |
Management of companies and enterprises |
ADD |
X |
|
60-561000 |
Administrative and support services |
- |
X |
Indirect |
60-561100 |
Office administrative services |
ADD |
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 |
MULT |
X |
|
60-561500 |
Travel arrangement and reservation services |
MULT |
X |
|
60-561600 |
Investigation and security services |
ADD |
X |
|
60-561700 |
Services to buildings and dwellings |
ADD |
X |
|
60-561900 |
Other support services |
MULT |
X |
|
60-562000 |
Waste management and remediation services |
ADD |
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 |
MULT |
X |
|
65-621300 |
Offices of other health practitioners |
MULT |
X |
|
65-621400 |
Outpatient care centers |
ADD |
X |
|
65-621500 |
Medical and diagnostic laboratories |
MULT |
X |
|
65-621600 |
Home health care services |
ADD |
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 |
MULT |
X |
|
65-623200 |
Residential mental health facilities |
ADD |
X |
|
65-623300 |
Community care facilities for the elderly |
ADD |
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 |
MULT |
X |
|
65-624400 |
Child day care services |
ADD |
X |
|
70-711000 |
Performing arts and spectator sports |
MULT |
X |
|
70-712000 |
Museums, historical sites, and similar institutions |
MULT |
X |
|
70-713000 |
Amusements, gambling, and recreation |
MULT |
X |
|
70-721000 |
Accommodation |
ADD |
X |
|
70-722000 |
Food services and drinking places |
MULT |
X |
|
80-811000 |
Repair and maintenance |
MULT |
X |
|
80-812000 |
Personal and laundry services |
MULT |
X |
|
80-813000 |
Membership associations and organizations |
MULT |
|
|
90-911000 |
Federal, except U.S. Postal Service |
ADD |
X |
|
90-919120 |
U.S. Postal Service |
MULT |
X |
|
90-921611 |
State government education |
ADD |
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 |
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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 |
MULT |
|
X |
X |
20-000000 |
Construction |
ADD |
X |
|
X |
31-321000 |
Wood products |
ADD |
X |
|
X |
31-327000 |
Nonmetallic mineral products |
ADD |
X |
|
X |
31-331000 |
Primary metals |
ADD |
|
X |
X |
31-332000 |
Fabricated metal products |
ADD |
X |
|
X |
31-333000 |
Machinery |
MULT |
|
X |
X |
31-334000 |
Computer and electronic products |
MULT |
|
X |
X |
31-335000 |
Electrical equipment and appliances |
MULT |
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 |
MULT |
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 |
MULT |
X |
|
X |
32-324000 |
Petroleum and coal products |
MULT |
X |
|
X |
32-325000 |
Chemicals |
MULT |
|
X |
|
32-326000 |
Plastics and rubber products |
MULT |
X |
|
X |
32-329000 |
Miscellaneous nondurable goods manufacturing |
MULT |
X |
|
X |
41-420000 |
Wholesale trade |
MULT |
|
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 |
MULT |
|
X |
|
80-000000 |
Other services |
MULT |
|
X |
X |
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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 |
ADD |
X |
|
31-321000 |
Wood products |
ADD |
X |
|
31-327000 |
Nonmetallic mineral products |
MULT |
X |
|
31-331000 |
Primary metals |
ADD |
|
X |
31-332000 |
Fabricated metal products |
MULT |
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 |
X |
|
31-336001 |
Motor vehicles and parts |
MULT |
X |
|
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 |
MULT |
X |
|
32-314000 |
Textile product mills |
ADD |
X |
|
32-315000 |
Apparel |
MULT |
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 |
MULT |
X |
|
41-420000 |
Wholesale trade |
ADD |
|
X |
42-000000 |
Retail trade |
MULT |
|
X |
43-000000 |
Transportation and warehousing |
ADD |
|
X |
44-220000 |
Utilities |
ADD |
X |
|
50-000000 |
Information |
MULT |
|
X |
55-000000 |
Financial activities |
MULT |
|
X |
60-000000 |
Professional and business services |
ADD |
|
X |
65-000000 |
Education and health services |
ADD |
|
X |
70-000000 |
Leisure and hospitality |
MULT |
|
X |
80-000000 |
Other services |
MULT |
|
X |
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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 |
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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 |
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 |
|
31-336001 |
Motor vehicles and parts |
ADD |
|
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 |
ADD |
X |
32-325000 |
Chemicals |
MULT |
X |
32-326000 |
Plastics and rubber products |
MULT |
X |
32-329000 |
Miscellaneous nondurable goods manufacturing |
ADD |
X |
41-420000 |
Wholesale trade |
MULT |
X |
42-000000 |
Retail trade |
MULT |
X |
43-000000 |
Transportation and warehousing |
MULT |
X |
44-220000 |
Utilities |
MULT |
X |
50-000000 |
Information |
MULT |
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 |
MULT |
X |
80-000000 |
Other services |
MULT |
X |
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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 |
ADD |
X |
|
X |
31-321000 |
Wood products |
ADD |
X |
|
X |
31-327000 |
Nonmetallic mineral products |
ADD |
X |
|
X |
31-331000 |
Primary metals |
ADD |
X |
|
X |
31-332000 |
Fabricated metal products |
MULT |
X |
|
X |
31-333000 |
Machinery |
MULT |
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 |
MULT |
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 |
MULT |
X |
|
X |
32-324000 |
Petroleum and coal products |
MULT |
X |
|
X |
32-325000 |
Chemicals |
MULT |
|
X |
|
32-326000 |
Plastics and rubber products |
MULT |
X |
|
X |
32-329000 |
Miscellaneous nondurable goods manufacturing |
MULT |
X |
|
X |
41-420000 |
Wholesale trade |
MULT |
|
X |
X |
42-000000 |
Retail trade |
MULT |
|
X |
|
43-000000 |
Transportation and warehousing |
ADD |
|
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 |
MULT |
|
X |
|
80-000000 |
Other services |
MULT |
|
X |
X |
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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 |
ADD |
|
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 |
ADD |
X |
|
31-334000 |
Computer and electronic products |
MULT |
|
X |
31-335000 |
Electrical equipment and appliances |
ADD |
X |
|
31-336000 |
Transportation equipment |
MULT |
X |
|
31-336001 |
Motor vehicles and parts |
MULT |
X |
|
31-337000 |
Furniture and related products |
ADD |
X |
|
31-339000 |
Miscellaneous durable goods manufacturing |
MULT |
X |
|
32-311000 |
Food manufacturing |
ADD |
X |
|
32-313000 |
Textile mills |
MULT |
X |
|
32-314000 |
Textile product mills |
ADD |
X |
|
32-315000 |
Apparel |
MULT |
X |
|
32-322000 |
Paper and paper products |
ADD |
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 |
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 |
MULT |
X |
|
50-000000 |
Information |
MULT |
|
X |
55-000000 |
Financial activities |
ADD |
|
X |
60-000000 |
Professional and business services |
ADD |
|
X |
65-000000 |
Education and health services |
ADD |
|
X |
70-000000 |
Leisure and hospitality |
MULT |
|
X |
80-000000 |
Other services |
MULT |
|
X |
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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 |
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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 |
MULT |
X |
|
20-000000 |
Construction |
MULT |
X |
|
31-000000 |
Durable goods |
MULT |
X |
|
32-000000 |
Nondurable goods |
MULT |
X |
|
41-420000 |
Wholesale trade |
MULT |
X |
|
42-000000 |
Retail trade |
MULT |
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 |
ADD |
X |
|
60-550000 |
Management of companies and enterprises |
ADD |
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 |
MULT |
X |
|
70-720000 |
Accommodation and food services |
MULT |
X |
|
80-000000 |
Other services |
MULT |
X |
|
90-910000 |
Federal |
MULT |
X |
|
90-920000 |
State government |
ADD |
X |
|
90-930000 |
Local government |
ADD |
X |
Election adjustment |
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Last Modified Date: February 2, 2018