Table Data - All Employees: Trade, Transportation, and Utilities in Spartanburg, SC (MSA)
| Title | All Employees: Trade, Transportation, and Utilities in Spartanburg, SC (MSA) |
|---|---|
| Series ID | SPAR945TRAD |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 9:54 AM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 25.7199150178 |
| 1990-02-01 | 25.8683175753 |
| 1990-03-01 | 25.8225213495 |
| 1990-04-01 | 26.1051639759 |
| 1990-05-01 | 26.2531835776 |
| 1990-06-01 | 26.2991293215 |
| 1990-07-01 | 26.5544220749 |
| 1990-08-01 | 26.5790938235 |
| 1990-09-01 | 26.6036738640 |
| 1990-10-01 | 26.6570521973 |
| 1990-11-01 | 26.7351432661 |
| 1990-12-01 | 26.5881734752 |
| 1991-01-01 | 26.6182222600 |
| 1991-02-01 | 26.6733050415 |
| 1991-03-01 | 26.6144493949 |
| 1991-04-01 | 26.2034370725 |
| 1991-05-01 | 26.2505232492 |
| 1991-06-01 | 26.2919540854 |
| 1991-07-01 | 26.3675564420 |
| 1991-08-01 | 26.0983043878 |
| 1991-09-01 | 26.3185832472 |
| 1991-10-01 | 25.6635862053 |
| 1991-11-01 | 25.6405380897 |
| 1991-12-01 | 25.6079308862 |
| 1992-01-01 | 25.6088953014 |
| 1992-02-01 | 25.4606424739 |
| 1992-03-01 | 25.5787809579 |
| 1992-04-01 | 25.6009053158 |
| 1992-05-01 | 25.8414556380 |
| 1992-06-01 | 25.6664800431 |
| 1992-07-01 | 25.5956280229 |
| 1992-08-01 | 25.8435551868 |
| 1992-09-01 | 25.9430326129 |
| 1992-10-01 | 26.0651425467 |
| 1992-11-01 | 26.0188586941 |
| 1992-12-01 | 26.1592073070 |
| 1993-01-01 | 26.1004745929 |
| 1993-02-01 | 26.1657608344 |
| 1993-03-01 | 25.9609370865 |
| 1993-04-01 | 26.6147386723 |
| 1993-05-01 | 26.3266637928 |
| 1993-06-01 | 26.3438239623 |
| 1993-07-01 | 26.5381602314 |
| 1993-08-01 | 26.6115512695 |
| 1993-09-01 | 26.6857263408 |
| 1993-10-01 | 26.6482891732 |
| 1993-11-01 | 26.7700869960 |
| 1993-12-01 | 26.8962676780 |
| 1994-01-01 | 27.2045826244 |
| 1994-02-01 | 27.4782233607 |
| 1994-03-01 | 27.3617106082 |
| 1994-04-01 | 27.3332036478 |
| 1994-05-01 | 27.3173029576 |
| 1994-06-01 | 27.5298849595 |
| 1994-07-01 | 27.5578977483 |
| 1994-08-01 | 27.7816535969 |
| 1994-09-01 | 27.8113145143 |
| 1994-10-01 | 28.0354695985 |
| 1994-11-01 | 28.1046821314 |
| 1994-12-01 | 28.1140236477 |
| 1995-01-01 | 28.2210566998 |
| 1995-02-01 | 28.3896353845 |
| 1995-03-01 | 28.7897697259 |
| 1995-04-01 | 28.7575984811 |
| 1995-05-01 | 28.9190719941 |
| 1995-06-01 | 29.1318779159 |
| 1995-07-01 | 28.7481994888 |
| 1995-08-01 | 28.7350503228 |
| 1995-09-01 | 28.8115453974 |
| 1995-10-01 | 28.9132449497 |
| 1995-11-01 | 29.6251360432 |
| 1995-12-01 | 29.4482245613 |
| 1996-01-01 | 29.3734487380 |
| 1996-02-01 | 29.4208887608 |
| 1996-03-01 | 29.1067718619 |
| 1996-04-01 | 29.2733865410 |
| 1996-05-01 | 29.4240472802 |
| 1996-06-01 | 29.3430529601 |
| 1996-07-01 | 29.4128069057 |
| 1996-08-01 | 29.2588371858 |
| 1996-09-01 | 29.3675629133 |
| 1996-10-01 | 29.8969581726 |
| 1996-11-01 | 29.9917776838 |
| 1996-12-01 | 29.9357978658 |
| 1997-01-01 | 30.1336084855 |
| 1997-02-01 | 30.0527554196 |
| 1997-03-01 | 29.6383506213 |
| 1997-04-01 | 30.1724523194 |
| 1997-05-01 | 30.2182441804 |
| 1997-06-01 | 30.3512406722 |
| 1997-07-01 | 30.5912913496 |
| 1997-08-01 | 30.6717352440 |
| 1997-09-01 | 30.5161742179 |
| 1997-10-01 | 30.0744128107 |
| 1997-11-01 | 29.9828623098 |
| 1997-12-01 | 30.3617060657 |
| 1998-01-01 | 29.7823114379 |
| 1998-02-01 | 29.8888314947 |
| 1998-03-01 | 29.8620281438 |
| 1998-04-01 | 29.5326676354 |
| 1998-05-01 | 29.8983769652 |
| 1998-06-01 | 29.9495934349 |
| 1998-07-01 | 30.0806198870 |
| 1998-08-01 | 29.9433960490 |
| 1998-09-01 | 30.0387644591 |
| 1998-10-01 | 29.9813364740 |
| 1998-11-01 | 30.0005564239 |
| 1998-12-01 | 30.3196138816 |
| 1999-01-01 | 29.7156298229 |
| 1999-02-01 | 29.7188659325 |
| 1999-03-01 | 29.8843314194 |
| 1999-04-01 | 29.5768562166 |
| 1999-05-01 | 29.5812126415 |
| 1999-06-01 | 29.4398648181 |
| 1999-07-01 | 29.6861423405 |
| 1999-08-01 | 29.8064661172 |
| 1999-09-01 | 29.9836064204 |
| 1999-10-01 | 30.1927234198 |
| 1999-11-01 | 30.1114912843 |
| 1999-12-01 | 30.0813957732 |
| 2000-01-01 | 30.3512049395 |
| 2000-02-01 | 30.4784019814 |
| 2000-03-01 | 30.3949210092 |
| 2000-04-01 | 30.5246680759 |
| 2000-05-01 | 30.5705811236 |
| 2000-06-01 | 30.6263538461 |
| 2000-07-01 | 30.1975264845 |
| 2000-08-01 | 30.1645081336 |
| 2000-09-01 | 30.0409112321 |
| 2000-10-01 | 30.1020494399 |
| 2000-11-01 | 30.1385262083 |
| 2000-12-01 | 30.1265257716 |
| 2001-01-01 | 29.1492779069 |
| 2001-02-01 | 29.0979720709 |
| 2001-03-01 | 29.1152305893 |
| 2001-04-01 | 29.2778859948 |
| 2001-05-01 | 29.1499807414 |
| 2001-06-01 | 29.0068970237 |
| 2001-07-01 | 28.5820482221 |
| 2001-08-01 | 28.4037415398 |
| 2001-09-01 | 28.4314125798 |
| 2001-10-01 | 28.1097456212 |
| 2001-11-01 | 28.1011065585 |
| 2001-12-01 | 28.0125118796 |
| 2002-01-01 | 27.9435120491 |
| 2002-02-01 | 28.1279816365 |
| 2002-03-01 | 28.1407602761 |
| 2002-04-01 | 27.2510240643 |
| 2002-05-01 | 27.2352301232 |
| 2002-06-01 | 27.1882302972 |
| 2002-07-01 | 27.4464091185 |
| 2002-08-01 | 27.5439589870 |
| 2002-09-01 | 27.4230648717 |
| 2002-10-01 | 27.3240663702 |
| 2002-11-01 | 27.4456695330 |
| 2002-12-01 | 27.3512367984 |
| 2003-01-01 | 26.9454514215 |
| 2003-02-01 | 27.1299230208 |
| 2003-03-01 | 27.1590959511 |
| 2003-04-01 | 27.1407775670 |
| 2003-05-01 | 27.0310603887 |
| 2003-06-01 | 27.0778254105 |
| 2003-07-01 | 28.7102675133 |
| 2003-08-01 | 28.5906279254 |
| 2003-09-01 | 28.5268627930 |
| 2003-10-01 | 28.5366877235 |
| 2003-11-01 | 28.1571895750 |
| 2003-12-01 | 28.0470389286 |
| 2004-01-01 | 27.9849057730 |
| 2004-02-01 | 27.7326658521 |
| 2004-03-01 | 27.7787208096 |
| 2004-04-01 | 27.6420038416 |
| 2004-05-01 | 27.7274654497 |
| 2004-06-01 | 27.5615631061 |
| 2004-07-01 | 27.4703649306 |
| 2004-08-01 | 27.5676849718 |
| 2004-09-01 | 27.5455677416 |
| 2004-10-01 | 27.6688490692 |
| 2004-11-01 | 27.4850569552 |
| 2004-12-01 | 27.5781399323 |
| 2005-01-01 | 27.5912382988 |
| 2005-02-01 | 27.5818134392 |
| 2005-03-01 | 27.6862370347 |
| 2005-04-01 | 27.8377848260 |
| 2005-05-01 | 28.3137992501 |
| 2005-06-01 | 28.1512454151 |
| 2005-07-01 | 28.2647463723 |
| 2005-08-01 | 28.1672083886 |
| 2005-09-01 | 27.7695402643 |
| 2005-10-01 | 27.9090203385 |
| 2005-11-01 | 28.0834173383 |
| 2005-12-01 | 27.7796307070 |
| 2006-01-01 | 28.1939842765 |
| 2006-02-01 | 28.4374274839 |
| 2006-03-01 | 28.3971227454 |
| 2006-04-01 | 28.4293708772 |
| 2006-05-01 | 28.2954251450 |
| 2006-06-01 | 28.1446373661 |
| 2006-07-01 | 28.4723760846 |
| 2006-08-01 | 28.5929526563 |
| 2006-09-01 | 28.6895685380 |
| 2006-10-01 | 28.8649892808 |
| 2006-11-01 | 28.9676835195 |
| 2006-12-01 | 29.0515498694 |
| 2007-01-01 | 29.0792978533 |
| 2007-02-01 | 29.2920383447 |
| 2007-03-01 | 29.1872176765 |
| 2007-04-01 | 29.2159010357 |
| 2007-05-01 | 29.3881232969 |
| 2007-06-01 | 29.5621172695 |
| 2007-07-01 | 29.4877362189 |
| 2007-08-01 | 29.6229988579 |
| 2007-09-01 | 29.8203494275 |
| 2007-10-01 | 29.9060741911 |
| 2007-11-01 | 30.1405662460 |
| 2007-12-01 | 30.1120853963 |
| 2008-01-01 | 30.1644169171 |
| 2008-02-01 | 30.2562701744 |
| 2008-03-01 | 30.0716172151 |
| 2008-04-01 | 30.1159036674 |
| 2008-05-01 | 29.8832804365 |
| 2008-06-01 | 29.5778835053 |
| 2008-07-01 | 29.5075943386 |
| 2008-08-01 | 29.2607965583 |
| 2008-09-01 | 29.0479082319 |
| 2008-10-01 | 28.6133980797 |
| 2008-11-01 | 27.9690385676 |
| 2008-12-01 | 28.2507970946 |
| 2009-01-01 | 28.0068025611 |
| 2009-02-01 | 27.5931759105 |
| 2009-03-01 | 27.5146787388 |
| 2009-04-01 | 27.1229349299 |
| 2009-05-01 | 27.3831250764 |
| 2009-06-01 | 27.2958207815 |
| 2009-07-01 | 27.3273256943 |
| 2009-08-01 | 27.2802509066 |
| 2009-09-01 | 27.2777014902 |
| 2009-10-01 | 27.1933303948 |
| 2009-11-01 | 27.1748563548 |
| 2009-12-01 | 27.1704483349 |
| 2010-01-01 | 27.2753344610 |
| 2010-02-01 | 27.1738280537 |
| 2010-03-01 | 27.4799042288 |
| 2010-04-01 | 27.3488817171 |
| 2010-05-01 | 27.3840800286 |
| 2010-06-01 | 27.5002737656 |
| 2010-07-01 | 27.6550053970 |
| 2010-08-01 | 27.6894578679 |
| 2010-09-01 | 27.7044311777 |
| 2010-10-01 | 27.9714093807 |
| 2010-11-01 | 28.0485091954 |
| 2010-12-01 | 28.2519766609 |
| 2011-01-01 | 28.1686415354 |
| 2011-02-01 | 28.3747147410 |
| 2011-03-01 | 28.2565030997 |
| 2011-04-01 | 28.3786159113 |
| 2011-05-01 | 28.3984829194 |
| 2011-06-01 | 28.2949090220 |
| 2011-07-01 | 28.1804924499 |
| 2011-08-01 | 28.0777832048 |
| 2011-09-01 | 28.2382287860 |
| 2011-10-01 | 28.2437258911 |
| 2011-11-01 | 28.1270984533 |
| 2011-12-01 | 28.1481850583 |
| 2012-01-01 | 28.3738649824 |
| 2012-02-01 | 28.5670487825 |
| 2012-03-01 | 28.6634333679 |
| 2012-04-01 | 28.6059457723 |
| 2012-05-01 | 28.7217004729 |
| 2012-06-01 | 28.8835274766 |
| 2012-07-01 | 28.8906145955 |
| 2012-08-01 | 28.9525635440 |
| 2012-09-01 | 29.2545888454 |
| 2012-10-01 | 29.9153716047 |
| 2012-11-01 | 29.8828523741 |
| 2012-12-01 | 29.9162611043 |
| 2013-01-01 | 30.0903982910 |
| 2013-02-01 | 30.1722916446 |
| 2013-03-01 | 30.5050198460 |
| 2013-04-01 | 30.4364635174 |
| 2013-05-01 | 30.6505981710 |
| 2013-06-01 | 30.7761256758 |
| 2013-07-01 | 30.9826995738 |
| 2013-08-01 | 31.2174059117 |
| 2013-09-01 | 31.3773447848 |
| 2013-10-01 | 31.2934490465 |
| 2013-11-01 | 31.4484559306 |
| 2013-12-01 | 31.8791684861 |
| 2014-01-01 | 31.5934868991 |
| 2014-02-01 | 31.1835899963 |
| 2014-03-01 | 31.7475440324 |
| 2014-04-01 | 31.9686881616 |
| 2014-05-01 | 32.0801589117 |
| 2014-06-01 | 32.1736570737 |
| 2014-07-01 | 32.0505924759 |
| 2014-08-01 | 32.1832942880 |
| 2014-09-01 | 32.1721710593 |
| 2014-10-01 | 32.3917503695 |
| 2014-11-01 | 32.5490714722 |
| 2014-12-01 | 32.7759246918 |
| 2015-01-01 | 32.5727504753 |
| 2015-02-01 | 32.7936761012 |
| 2015-03-01 | 32.8729988036 |
| 2015-04-01 | 33.2895238716 |
| 2015-05-01 | 33.2051317612 |
| 2015-06-01 | 33.1745598378 |
| 2015-07-01 | 33.7204948093 |
| 2015-08-01 | 33.7749073436 |
| 2015-09-01 | 33.8986678274 |
| 2015-10-01 | 33.6948291277 |
| 2015-11-01 | 33.5480739319 |
| 2015-12-01 | 33.3649366135 |
| 2016-01-01 | 33.5458942072 |
| 2016-02-01 | 33.5850116128 |
| 2016-03-01 | 33.4695068114 |
| 2016-04-01 | 33.4860456189 |
| 2016-05-01 | 33.8297237842 |
| 2016-06-01 | 33.8936267240 |
| 2016-07-01 | 34.2000500922 |
| 2016-08-01 | 34.2108003778 |
| 2016-09-01 | 34.3071488435 |
| 2016-10-01 | 34.4982677188 |
| 2016-11-01 | 34.4481415060 |
| 2016-12-01 | 34.4453042324 |
| 2017-01-01 | 34.6077203680 |
| 2017-02-01 | 34.4536533029 |
| 2017-03-01 | 34.4577368575 |
| 2017-04-01 | 34.1825870535 |
| 2017-05-01 | 34.2308892056 |
| 2017-06-01 | 34.3317934638 |
| 2017-07-01 | 34.1065558504 |
| 2017-08-01 | 34.2715624434 |
| 2017-09-01 | 34.3438199225 |
| 2017-10-01 | 34.0956485059 |
| 2017-11-01 | 34.1249155372 |
| 2017-12-01 | 34.4280190285 |
| 2018-01-01 | 34.5672953954 |
| 2018-02-01 | 34.7239896075 |
| 2018-03-01 | 34.9276325680 |
| 2018-04-01 | 35.1912314838 |
| 2018-05-01 | 34.8281422742 |
| 2018-06-01 | 34.8714352109 |
| 2018-07-01 | 34.8438474455 |
| 2018-08-01 | 34.7370239547 |
| 2018-09-01 | 34.5718626792 |
| 2018-10-01 | 34.6990902265 |
| 2018-11-01 | 34.8696120928 |
| 2018-12-01 | 34.7728349536 |
| 2019-01-01 | 34.8521334007 |
| 2019-02-01 | 34.7990006295 |
| 2019-03-01 | 34.9014904080 |
| 2019-04-01 | 34.8918668411 |
| 2019-05-01 | 34.7142556780 |
| 2019-06-01 | 34.6996640276 |
| 2019-07-01 | 34.8863491109 |
| 2019-08-01 | 34.8017567037 |
| 2019-09-01 | 35.2206612324 |
| 2019-10-01 | 35.1990749551 |
| 2019-11-01 | 35.1014516427 |
| 2019-12-01 | 35.1844372499 |
| 2020-01-01 | 35.8609809137 |
| 2020-02-01 | 35.6094651751 |
| 2020-03-01 | 35.4832320918 |
| 2020-04-01 | 32.4804498880 |
| 2020-05-01 | 33.4163199284 |
| 2020-06-01 | 34.7067777750 |
| 2020-07-01 | 35.1129422544 |
| 2020-08-01 | 35.5538715915 |
| 2020-09-01 | 35.6557566804 |
| 2020-10-01 | 36.0975231747 |
| 2020-11-01 | 36.3323275019 |
| 2020-12-01 | 36.5775828368 |
| 2021-01-01 | 36.2765441858 |
| 2021-02-01 | 35.8185840717 |
| 2021-03-01 | 36.1881647942 |
| 2021-04-01 | 36.1128641231 |
| 2021-05-01 | 36.2202927300 |
| 2021-06-01 | 36.2991431298 |
| 2021-07-01 | 36.2148404816 |
| 2021-08-01 | 36.2938510786 |
| 2021-09-01 | 36.1826619244 |
| 2021-10-01 | 36.2124566377 |
| 2021-11-01 | 36.4113588139 |
| 2021-12-01 | 36.6283137018 |
| 2022-01-01 | 36.6853735779 |
| 2022-02-01 | 37.3499425487 |
| 2022-03-01 | 37.1848749022 |
| 2022-04-01 | 37.0417702604 |
| 2022-05-01 | 36.9272940970 |
| 2022-06-01 | 36.2589573896 |
| 2022-07-01 | 36.5883672664 |
| 2022-08-01 | 36.3985137132 |
| 2022-09-01 | 36.5900170213 |
| 2022-10-01 | 36.9481887216 |
| 2022-11-01 | 36.4444547863 |
| 2022-12-01 | 36.6137023580 |
| 2023-01-01 | 36.1783612878 |
| 2023-02-01 | 35.9568223949 |
| 2023-03-01 | 36.0769336283 |
| 2023-04-01 | 36.0404983989 |
| 2023-05-01 | 35.9163596166 |
| 2023-06-01 | 36.1211860789 |
| 2023-07-01 | 36.1379166034 |
| 2023-08-01 | 36.3949554265 |
| 2023-09-01 | 36.2785653241 |
| 2023-10-01 | 36.5902374298 |
| 2023-11-01 | 36.6951327871 |
| 2023-12-01 | 36.6275156030 |
| 2024-01-01 | 36.6684192960 |
| 2024-02-01 | 36.7843481372 |
| 2024-03-01 | 36.6773178695 |
| 2024-04-01 | 36.8360622615 |
| 2024-05-01 | 37.0123629910 |
| 2024-06-01 | 37.0950593442 |
| 2024-07-01 | 37.1920950891 |
| 2024-08-01 | 36.9735182736 |
| 2024-09-01 | 37.2779385870 |
| 2024-10-01 | 37.0168767309 |
| 2024-11-01 | 37.1512934173 |
| 2024-12-01 | 36.7645156501 |
| 2025-01-01 | 37.4560975641 |
| 2025-02-01 | 37.5934911353 |
| 2025-03-01 | 37.7076585357 |
| 2025-04-01 | 37.5263150417 |
| 2025-05-01 | 37.4824170576 |
| 2025-06-01 | 37.4862279567 |
| 2025-07-01 | 37.5549777310 |
| 2025-08-01 | 37.6542273355 |
| 2025-09-01 | 37.2578364177 |
| 2025-10-01 | 37.2375265354 |
| 2025-11-01 | 37.0997590858 |
| 2025-12-01 | 37.1922481352 |
| 2026-01-01 | 37.3479308050 |
| 2026-02-01 | 37.1919096818 |
| 2026-03-01 | 37.1189296862 |
| 2026-04-01 | 37.3178762196 |
| 2026-05-01 | 37.3592038870 |
| 2026-06-01 | 37.2834603832 |
| 2026-07-01 | 37.3352274369 |
| 2026-08-01 | 37.4213890616 |
| 2026-09-01 | 37.4526134082 |