Table Data - All Employees: Private Service Providing in Spartanburg, SC (MSA)
| Title | All Employees: Private Service Providing in Spartanburg, SC (MSA) |
|---|---|
| Series ID | SMU45439000800000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 10:37 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 | 59.4932751405 |
| 1990-02-01 | 59.7770425573 |
| 1990-03-01 | 59.8878766685 |
| 1990-04-01 | 59.7831593239 |
| 1990-05-01 | 60.3147563671 |
| 1990-06-01 | 60.2275252623 |
| 1990-07-01 | 60.0160804414 |
| 1990-08-01 | 60.1587082379 |
| 1990-09-01 | 60.1416811833 |
| 1990-10-01 | 60.2387278101 |
| 1990-11-01 | 60.2024206480 |
| 1990-12-01 | 60.2385982465 |
| 1991-01-01 | 59.7905646345 |
| 1991-02-01 | 59.8578310774 |
| 1991-03-01 | 59.8890888549 |
| 1991-04-01 | 59.0952467824 |
| 1991-05-01 | 59.4506200993 |
| 1991-06-01 | 59.4704566792 |
| 1991-07-01 | 59.6173718787 |
| 1991-08-01 | 59.3236493844 |
| 1991-09-01 | 59.6280837063 |
| 1991-10-01 | 59.4522253495 |
| 1991-11-01 | 59.6992472669 |
| 1991-12-01 | 59.5085304651 |
| 1992-01-01 | 59.9807912418 |
| 1992-02-01 | 59.8392994217 |
| 1992-03-01 | 60.1691179924 |
| 1992-04-01 | 60.8180172576 |
| 1992-05-01 | 61.4172096104 |
| 1992-06-01 | 61.1079360822 |
| 1992-07-01 | 60.9418616753 |
| 1992-08-01 | 60.9941199864 |
| 1992-09-01 | 61.1257520154 |
| 1992-10-01 | 61.5166401323 |
| 1992-11-01 | 61.4557138336 |
| 1992-12-01 | 61.8447532581 |
| 1993-01-01 | 62.7073123181 |
| 1993-02-01 | 62.8351350428 |
| 1993-03-01 | 62.7549306097 |
| 1993-04-01 | 63.5660438519 |
| 1993-05-01 | 63.5767170319 |
| 1993-06-01 | 63.6338329384 |
| 1993-07-01 | 64.4085167944 |
| 1993-08-01 | 64.8111001750 |
| 1993-09-01 | 64.7423036014 |
| 1993-10-01 | 64.7482414567 |
| 1993-11-01 | 65.0762102238 |
| 1993-12-01 | 65.2422063523 |
| 1994-01-01 | 64.9041103368 |
| 1994-02-01 | 65.2887286999 |
| 1994-03-01 | 65.5463403520 |
| 1994-04-01 | 65.5251132213 |
| 1994-05-01 | 65.8364450925 |
| 1994-06-01 | 66.2075561626 |
| 1994-07-01 | 66.6130175338 |
| 1994-08-01 | 67.1487621746 |
| 1994-09-01 | 67.2653785086 |
| 1994-10-01 | 66.4563194591 |
| 1994-11-01 | 66.8245380351 |
| 1994-12-01 | 67.2271793153 |
| 1995-01-01 | 67.1524564615 |
| 1995-02-01 | 67.1493091125 |
| 1995-03-01 | 67.8505618947 |
| 1995-04-01 | 67.5184591245 |
| 1995-05-01 | 67.8341065075 |
| 1995-06-01 | 68.4588763986 |
| 1995-07-01 | 68.3426894358 |
| 1995-08-01 | 68.8270784547 |
| 1995-09-01 | 68.7992721301 |
| 1995-10-01 | 69.9348525297 |
| 1995-11-01 | 70.7276856925 |
| 1995-12-01 | 69.9648964794 |
| 1996-01-01 | 70.3425413774 |
| 1996-02-01 | 70.6868183504 |
| 1996-03-01 | 70.2286675938 |
| 1996-04-01 | 69.4954057182 |
| 1996-05-01 | 70.2021323072 |
| 1996-06-01 | 70.0211385029 |
| 1996-07-01 | 69.9656917440 |
| 1996-08-01 | 69.1927020623 |
| 1996-09-01 | 69.4540163902 |
| 1996-10-01 | 69.4219336942 |
| 1996-11-01 | 69.7770857827 |
| 1996-12-01 | 69.9884471129 |
| 1997-01-01 | 70.7176174307 |
| 1997-02-01 | 70.7383438245 |
| 1997-03-01 | 70.5435670464 |
| 1997-04-01 | 71.0092794708 |
| 1997-05-01 | 70.8050416988 |
| 1997-06-01 | 70.8314478473 |
| 1997-07-01 | 70.8508187935 |
| 1997-08-01 | 71.6842096840 |
| 1997-09-01 | 72.1354625268 |
| 1997-10-01 | 71.7879041995 |
| 1997-11-01 | 72.1593096304 |
| 1997-12-01 | 73.0008697676 |
| 1998-01-01 | 71.4882433729 |
| 1998-02-01 | 71.4073164878 |
| 1998-03-01 | 71.4766580158 |
| 1998-04-01 | 71.5316172619 |
| 1998-05-01 | 72.2087103206 |
| 1998-06-01 | 72.5640005598 |
| 1998-07-01 | 72.6185231073 |
| 1998-08-01 | 72.1808594368 |
| 1998-09-01 | 72.9848324346 |
| 1998-10-01 | 73.6002134320 |
| 1998-11-01 | 73.8159774393 |
| 1998-12-01 | 74.5816385950 |
| 1999-01-01 | 73.8894327751 |
| 1999-02-01 | 73.8946143664 |
| 1999-03-01 | 74.7415599661 |
| 1999-04-01 | 74.3656169997 |
| 1999-05-01 | 74.5233791849 |
| 1999-06-01 | 74.3612127668 |
| 1999-07-01 | 74.8044504797 |
| 1999-08-01 | 74.9620221964 |
| 1999-09-01 | 74.6234194390 |
| 1999-10-01 | 74.6526526071 |
| 1999-11-01 | 74.6454335148 |
| 1999-12-01 | 74.4588405746 |
| 2000-01-01 | 74.7784251450 |
| 2000-02-01 | 74.7817646117 |
| 2000-03-01 | 74.6795891900 |
| 2000-04-01 | 75.0062424112 |
| 2000-05-01 | 75.0409709680 |
| 2000-06-01 | 75.2866576582 |
| 2000-07-01 | 74.2898248207 |
| 2000-08-01 | 74.3499917603 |
| 2000-09-01 | 74.6342206616 |
| 2000-10-01 | 75.3034076906 |
| 2000-11-01 | 75.1850862826 |
| 2000-12-01 | 75.3428114182 |
| 2001-01-01 | 73.3013099588 |
| 2001-02-01 | 73.8168722083 |
| 2001-03-01 | 73.7831757130 |
| 2001-04-01 | 73.9887240691 |
| 2001-05-01 | 73.7052204843 |
| 2001-06-01 | 73.3972541755 |
| 2001-07-01 | 72.8271734801 |
| 2001-08-01 | 72.7882083534 |
| 2001-09-01 | 73.0287000351 |
| 2001-10-01 | 71.5110674712 |
| 2001-11-01 | 71.5200556536 |
| 2001-12-01 | 71.5489556040 |
| 2002-01-01 | 72.2438528973 |
| 2002-02-01 | 72.0285654695 |
| 2002-03-01 | 72.9132724235 |
| 2002-04-01 | 71.7136305456 |
| 2002-05-01 | 71.7994908981 |
| 2002-06-01 | 71.8477147757 |
| 2002-07-01 | 72.2869887899 |
| 2002-08-01 | 71.8796896546 |
| 2002-09-01 | 71.8977976484 |
| 2002-10-01 | 71.9089595607 |
| 2002-11-01 | 72.0364485016 |
| 2002-12-01 | 72.2931686931 |
| 2003-01-01 | 71.7562655391 |
| 2003-02-01 | 71.8420064901 |
| 2003-03-01 | 72.1484954072 |
| 2003-04-01 | 72.4715918281 |
| 2003-05-01 | 72.3471802175 |
| 2003-06-01 | 72.2066951307 |
| 2003-07-01 | 73.6007705074 |
| 2003-08-01 | 73.9195565070 |
| 2003-09-01 | 74.5880810313 |
| 2003-10-01 | 74.0052376227 |
| 2003-11-01 | 73.4906740242 |
| 2003-12-01 | 73.4067357155 |
| 2004-01-01 | 73.2063070629 |
| 2004-02-01 | 72.4579994536 |
| 2004-03-01 | 73.0310241399 |
| 2004-04-01 | 73.3274232645 |
| 2004-05-01 | 73.3837964417 |
| 2004-06-01 | 73.7864266331 |
| 2004-07-01 | 73.7682243728 |
| 2004-08-01 | 73.6284701856 |
| 2004-09-01 | 74.2709568790 |
| 2004-10-01 | 74.4618775728 |
| 2004-11-01 | 75.2022031962 |
| 2004-12-01 | 75.2899033485 |
| 2005-01-01 | 74.2869466392 |
| 2005-02-01 | 74.4380893769 |
| 2005-03-01 | 74.4571782518 |
| 2005-04-01 | 74.2277738159 |
| 2005-05-01 | 74.9644767410 |
| 2005-06-01 | 74.9600599127 |
| 2005-07-01 | 75.1386054048 |
| 2005-08-01 | 75.3150742080 |
| 2005-09-01 | 74.7313542352 |
| 2005-10-01 | 75.1275002264 |
| 2005-11-01 | 75.6924864651 |
| 2005-12-01 | 74.5351212429 |
| 2006-01-01 | 75.8563170036 |
| 2006-02-01 | 75.9750489893 |
| 2006-03-01 | 75.7054828841 |
| 2006-04-01 | 76.1306299620 |
| 2006-05-01 | 75.9348429922 |
| 2006-06-01 | 75.4043223457 |
| 2006-07-01 | 75.5706960863 |
| 2006-08-01 | 75.7927454510 |
| 2006-09-01 | 76.1556741038 |
| 2006-10-01 | 76.3235729299 |
| 2006-11-01 | 76.7483359427 |
| 2006-12-01 | 76.8690513783 |
| 2007-01-01 | 77.3669971960 |
| 2007-02-01 | 77.5967731935 |
| 2007-03-01 | 78.2231927718 |
| 2007-04-01 | 78.0051710568 |
| 2007-05-01 | 78.0018817396 |
| 2007-06-01 | 78.5787101962 |
| 2007-07-01 | 78.6343158597 |
| 2007-08-01 | 78.8087218461 |
| 2007-09-01 | 78.8407936167 |
| 2007-10-01 | 78.1969069054 |
| 2007-11-01 | 78.6113122455 |
| 2007-12-01 | 78.8739599157 |
| 2008-01-01 | 79.1093976891 |
| 2008-02-01 | 79.2448222140 |
| 2008-03-01 | 79.3039385316 |
| 2008-04-01 | 79.1899148610 |
| 2008-05-01 | 78.9029420383 |
| 2008-06-01 | 78.3115321038 |
| 2008-07-01 | 78.1597848440 |
| 2008-08-01 | 77.5179798243 |
| 2008-09-01 | 76.9198368553 |
| 2008-10-01 | 76.3893992081 |
| 2008-11-01 | 75.5781967553 |
| 2008-12-01 | 75.1815443818 |
| 2009-01-01 | 74.4687722583 |
| 2009-02-01 | 73.8321764852 |
| 2009-03-01 | 73.3536317851 |
| 2009-04-01 | 72.7468642036 |
| 2009-05-01 | 72.6053638300 |
| 2009-06-01 | 72.7093212317 |
| 2009-07-01 | 72.1925062807 |
| 2009-08-01 | 72.4842638603 |
| 2009-09-01 | 72.7587102713 |
| 2009-10-01 | 72.5615590281 |
| 2009-11-01 | 72.7896028775 |
| 2009-12-01 | 73.2469939966 |
| 2010-01-01 | 72.4952317618 |
| 2010-02-01 | 72.2624616856 |
| 2010-03-01 | 72.3656478987 |
| 2010-04-01 | 72.5460084985 |
| 2010-05-01 | 72.6818082686 |
| 2010-06-01 | 72.7648818315 |
| 2010-07-01 | 73.2954564364 |
| 2010-08-01 | 73.5318887556 |
| 2010-09-01 | 73.7399080969 |
| 2010-10-01 | 74.1091431583 |
| 2010-11-01 | 74.1863198873 |
| 2010-12-01 | 74.8606760447 |
| 2011-01-01 | 74.0976658310 |
| 2011-02-01 | 74.8370673043 |
| 2011-03-01 | 75.0152296830 |
| 2011-04-01 | 75.1234922786 |
| 2011-05-01 | 75.1423356246 |
| 2011-06-01 | 74.8152443037 |
| 2011-07-01 | 74.8632836886 |
| 2011-08-01 | 74.8756411045 |
| 2011-09-01 | 75.1112332371 |
| 2011-10-01 | 74.6375877039 |
| 2011-11-01 | 74.7498284254 |
| 2011-12-01 | 74.7939471284 |
| 2012-01-01 | 75.7314620317 |
| 2012-02-01 | 76.2207208364 |
| 2012-03-01 | 76.7850845289 |
| 2012-04-01 | 76.1081151743 |
| 2012-05-01 | 76.2118664645 |
| 2012-06-01 | 76.3324572028 |
| 2012-07-01 | 76.6079452442 |
| 2012-08-01 | 76.4739634109 |
| 2012-09-01 | 76.9982047547 |
| 2012-10-01 | 77.5370124793 |
| 2012-11-01 | 77.7978979038 |
| 2012-12-01 | 77.7792449357 |
| 2013-01-01 | 78.6076674918 |
| 2013-02-01 | 79.1474057439 |
| 2013-03-01 | 78.9837588342 |
| 2013-04-01 | 79.1967357788 |
| 2013-05-01 | 79.4573542866 |
| 2013-06-01 | 80.0499110329 |
| 2013-07-01 | 79.7969128149 |
| 2013-08-01 | 80.4681310187 |
| 2013-09-01 | 80.7320779797 |
| 2013-10-01 | 80.8001587264 |
| 2013-11-01 | 81.3494838009 |
| 2013-12-01 | 81.9483260078 |
| 2014-01-01 | 81.3669692347 |
| 2014-02-01 | 80.8696213352 |
| 2014-03-01 | 82.4408151370 |
| 2014-04-01 | 82.3814709891 |
| 2014-05-01 | 82.5129705037 |
| 2014-06-01 | 82.8497580463 |
| 2014-07-01 | 82.9040913037 |
| 2014-08-01 | 82.9303213298 |
| 2014-09-01 | 82.6340770978 |
| 2014-10-01 | 83.0949890288 |
| 2014-11-01 | 83.5510526121 |
| 2014-12-01 | 83.5287494554 |
| 2015-01-01 | 83.4966288629 |
| 2015-02-01 | 83.4815978395 |
| 2015-03-01 | 83.7679032235 |
| 2015-04-01 | 84.1738385370 |
| 2015-05-01 | 84.6158018683 |
| 2015-06-01 | 84.7047890241 |
| 2015-07-01 | 86.1775105660 |
| 2015-08-01 | 85.9142693351 |
| 2015-09-01 | 86.2565504321 |
| 2015-10-01 | 86.6828277206 |
| 2015-11-01 | 86.2414941754 |
| 2015-12-01 | 86.3410034159 |
| 2016-01-01 | 86.3789985761 |
| 2016-02-01 | 86.5931809800 |
| 2016-03-01 | 86.8938018867 |
| 2016-04-01 | 87.2482078454 |
| 2016-05-01 | 88.0446130763 |
| 2016-06-01 | 88.2665381118 |
| 2016-07-01 | 88.6891987567 |
| 2016-08-01 | 88.6094550482 |
| 2016-09-01 | 88.9011744201 |
| 2016-10-01 | 89.1660141931 |
| 2016-11-01 | 89.4211178623 |
| 2016-12-01 | 89.8454128346 |
| 2017-01-01 | 91.2190086245 |
| 2017-02-01 | 90.9755590364 |
| 2017-03-01 | 90.8946684292 |
| 2017-04-01 | 91.8739857882 |
| 2017-05-01 | 91.7328944612 |
| 2017-06-01 | 92.2941365620 |
| 2017-07-01 | 91.6882025955 |
| 2017-08-01 | 92.0587417797 |
| 2017-09-01 | 92.0512827490 |
| 2017-10-01 | 91.8055649257 |
| 2017-11-01 | 92.1239700861 |
| 2017-12-01 | 92.6372575392 |
| 2018-01-01 | 93.1972883898 |
| 2018-02-01 | 93.7627981322 |
| 2018-03-01 | 93.9020358690 |
| 2018-04-01 | 93.4369955753 |
| 2018-05-01 | 93.3637596519 |
| 2018-06-01 | 93.6186178393 |
| 2018-07-01 | 93.9004128008 |
| 2018-08-01 | 93.8710286876 |
| 2018-09-01 | 93.9927811893 |
| 2018-10-01 | 94.2396245473 |
| 2018-11-01 | 95.6782344592 |
| 2018-12-01 | 94.9538371202 |
| 2019-01-01 | 94.4208833064 |
| 2019-02-01 | 94.0074546180 |
| 2019-03-01 | 94.5780629461 |
| 2019-04-01 | 94.7359771067 |
| 2019-05-01 | 94.6919388153 |
| 2019-06-01 | 94.1140800915 |
| 2019-07-01 | 94.1402180109 |
| 2019-08-01 | 94.7078343974 |
| 2019-09-01 | 95.3687917931 |
| 2019-10-01 | 95.0632074514 |
| 2019-11-01 | 95.0789672863 |
| 2019-12-01 | 94.5227731471 |
| 2020-01-01 | 95.5012724129 |
| 2020-02-01 | 95.1115379096 |
| 2020-03-01 | 94.8581203804 |
| 2020-04-01 | 81.4779706940 |
| 2020-05-01 | 86.1332152355 |
| 2020-06-01 | 89.4433566630 |
| 2020-07-01 | 91.0615846051 |
| 2020-08-01 | 91.5091479664 |
| 2020-09-01 | 92.1006550345 |
| 2020-10-01 | 92.8229595975 |
| 2020-11-01 | 93.2823335688 |
| 2020-12-01 | 93.4960367396 |
| 2021-01-01 | 93.0916685200 |
| 2021-02-01 | 92.9476351557 |
| 2021-03-01 | 93.3494863757 |
| 2021-04-01 | 93.0595211864 |
| 2021-05-01 | 93.3991898328 |
| 2021-06-01 | 93.8255320536 |
| 2021-07-01 | 93.9993268022 |
| 2021-08-01 | 94.1289831245 |
| 2021-09-01 | 93.2420135669 |
| 2021-10-01 | 93.7327193007 |
| 2021-11-01 | 93.9425991969 |
| 2021-12-01 | 94.1674107159 |
| 2022-01-01 | 94.3531318886 |
| 2022-02-01 | 95.4058192982 |
| 2022-03-01 | 94.8230939466 |
| 2022-04-01 | 95.4883610338 |
| 2022-05-01 | 95.2936735512 |
| 2022-06-01 | 94.1020137039 |
| 2022-07-01 | 95.1556802465 |
| 2022-08-01 | 94.6252995773 |
| 2022-09-01 | 95.3740895704 |
| 2022-10-01 | 95.7186890982 |
| 2022-11-01 | 95.7584503260 |
| 2022-12-01 | 95.8623341888 |
| 2023-01-01 | 97.0128656390 |
| 2023-02-01 | 96.6349442744 |
| 2023-03-01 | 97.1114418812 |
| 2023-04-01 | 97.0649852716 |
| 2023-05-01 | 97.1606564181 |
| 2023-06-01 | 97.3708802028 |
| 2023-07-01 | 97.1217038188 |
| 2023-08-01 | 97.8467731534 |
| 2023-09-01 | 97.9832103150 |
| 2023-10-01 | 98.2246035824 |
| 2023-11-01 | 98.2680629626 |
| 2023-12-01 | 98.5222741272 |
| 2024-01-01 | 98.3501182131 |
| 2024-02-01 | 98.5418188696 |
| 2024-03-01 | 98.2815146665 |
| 2024-04-01 | 98.2215730579 |
| 2024-05-01 | 98.4318662655 |
| 2024-06-01 | 98.3671759217 |
| 2024-07-01 | 98.7291026583 |
| 2024-08-01 | 98.6408204400 |
| 2024-09-01 | 99.4417626956 |
| 2024-10-01 | 98.1228221326 |
| 2024-11-01 | 98.2614078167 |
| 2024-12-01 | 98.0111468841 |
| 2025-01-01 | 98.9562128192 |
| 2025-02-01 | 99.6745556270 |
| 2025-03-01 | 99.8193475718 |
| 2025-04-01 | 99.3858180486 |
| 2025-05-01 | 99.6463808813 |
| 2025-06-01 | 99.9016333693 |
| 2025-07-01 | 99.1988743215 |
| 2025-08-01 | 99.0162561314 |
| 2025-09-01 | 99.2866839094 |
| 2025-10-01 | 99.2903815973 |
| 2025-11-01 | 99.2972860594 |
| 2025-12-01 | 99.0381554762 |
| 2026-01-01 | 99.2746447220 |
| 2026-02-01 | 98.6187396339 |
| 2026-03-01 | 98.8292335014 |
| 2026-04-01 | 99.5841414150 |
| 2026-05-01 | 99.7080421354 |
| 2026-06-01 | 100.0536973088 |
| 2026-07-01 | 100.9814368282 |
| 2026-08-01 | 100.4849994732 |
| 2026-09-01 | 100.3560451677 |