Table Data - All Employees: Wholesale Trade in Columbia, SC (MSA)
| Title | All Employees: Wholesale Trade in Columbia, SC (MSA) |
|---|---|
| Series ID | SMU45179004100000001SA |
| 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 10:36 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 | 11.9556400637 |
| 1990-02-01 | 12.1988458967 |
| 1990-03-01 | 12.2218476931 |
| 1990-04-01 | 11.8173846714 |
| 1990-05-01 | 11.9443347427 |
| 1990-06-01 | 12.0501164180 |
| 1990-07-01 | 12.0937190986 |
| 1990-08-01 | 12.1082663598 |
| 1990-09-01 | 12.1670879313 |
| 1990-10-01 | 12.0654901582 |
| 1990-11-01 | 12.0720729296 |
| 1990-12-01 | 12.0139214061 |
| 1991-01-01 | 11.8490884247 |
| 1991-02-01 | 11.7919384745 |
| 1991-03-01 | 11.7219784945 |
| 1991-04-01 | 11.8137940745 |
| 1991-05-01 | 11.8395572494 |
| 1991-06-01 | 11.7560788174 |
| 1991-07-01 | 11.6919923543 |
| 1991-08-01 | 11.7098169377 |
| 1991-09-01 | 11.5756830091 |
| 1991-10-01 | 11.6712452838 |
| 1991-11-01 | 11.6721082722 |
| 1991-12-01 | 11.6184371770 |
| 1992-01-01 | 11.6395241675 |
| 1992-02-01 | 11.5908749940 |
| 1992-03-01 | 11.6242114804 |
| 1992-04-01 | 11.5101477880 |
| 1992-05-01 | 11.5271413045 |
| 1992-06-01 | 11.5613618476 |
| 1992-07-01 | 11.5862847315 |
| 1992-08-01 | 11.6137984311 |
| 1992-09-01 | 11.7863823476 |
| 1992-10-01 | 11.6767506235 |
| 1992-11-01 | 11.6723697095 |
| 1992-12-01 | 11.6239914862 |
| 1993-01-01 | 11.9279225329 |
| 1993-02-01 | 11.9868739569 |
| 1993-03-01 | 12.1312551856 |
| 1993-04-01 | 12.1147989666 |
| 1993-05-01 | 12.1183104308 |
| 1993-06-01 | 12.1693202306 |
| 1993-07-01 | 12.1736995456 |
| 1993-08-01 | 12.2180597199 |
| 1993-09-01 | 12.2855637568 |
| 1993-10-01 | 12.3821661917 |
| 1993-11-01 | 12.3703408537 |
| 1993-12-01 | 12.4181706290 |
| 1994-01-01 | 12.5246655838 |
| 1994-02-01 | 12.5871889849 |
| 1994-03-01 | 12.5432006556 |
| 1994-04-01 | 12.6236968269 |
| 1994-05-01 | 12.6122302502 |
| 1994-06-01 | 12.5776681398 |
| 1994-07-01 | 12.6605972401 |
| 1994-08-01 | 12.7132913865 |
| 1994-09-01 | 12.6747015154 |
| 1994-10-01 | 12.7875229875 |
| 1994-11-01 | 12.9699416574 |
| 1994-12-01 | 13.0095676552 |
| 1995-01-01 | 13.0360807055 |
| 1995-02-01 | 13.0772327951 |
| 1995-03-01 | 13.1598834867 |
| 1995-04-01 | 13.6389623495 |
| 1995-05-01 | 13.7190468141 |
| 1995-06-01 | 13.8919515083 |
| 1995-07-01 | 13.2468583901 |
| 1995-08-01 | 13.1907445959 |
| 1995-09-01 | 13.2555673382 |
| 1995-10-01 | 13.2894723380 |
| 1995-11-01 | 13.3632148707 |
| 1995-12-01 | 13.3961121721 |
| 1996-01-01 | 13.5701059367 |
| 1996-02-01 | 13.5778457229 |
| 1996-03-01 | 13.4683472615 |
| 1996-04-01 | 13.4502471904 |
| 1996-05-01 | 13.5292373595 |
| 1996-06-01 | 13.4954680955 |
| 1996-07-01 | 13.6417805352 |
| 1996-08-01 | 13.6570641171 |
| 1996-09-01 | 13.8390412740 |
| 1996-10-01 | 13.8883143830 |
| 1996-11-01 | 14.0570681057 |
| 1996-12-01 | 13.9003120096 |
| 1997-01-01 | 13.6018867123 |
| 1997-02-01 | 13.7717790652 |
| 1997-03-01 | 13.7657917825 |
| 1997-04-01 | 14.4621578350 |
| 1997-05-01 | 14.4349795365 |
| 1997-06-01 | 14.3911075583 |
| 1997-07-01 | 14.3462785047 |
| 1997-08-01 | 14.4241606352 |
| 1997-09-01 | 14.3285341674 |
| 1997-10-01 | 14.0843936515 |
| 1997-11-01 | 14.0624590838 |
| 1997-12-01 | 14.2244031319 |
| 1998-01-01 | 14.0286562299 |
| 1998-02-01 | 14.1744235551 |
| 1998-03-01 | 14.1467340398 |
| 1998-04-01 | 14.1562377173 |
| 1998-05-01 | 14.1225480421 |
| 1998-06-01 | 14.1691509449 |
| 1998-07-01 | 14.4602602005 |
| 1998-08-01 | 14.4111101074 |
| 1998-09-01 | 14.3304235010 |
| 1998-10-01 | 14.4918950749 |
| 1998-11-01 | 14.4792315933 |
| 1998-12-01 | 14.4666449187 |
| 1999-01-01 | 14.3375949408 |
| 1999-02-01 | 14.3712662861 |
| 1999-03-01 | 14.4263584625 |
| 1999-04-01 | 14.3352903607 |
| 1999-05-01 | 14.2918009008 |
| 1999-06-01 | 14.4409540858 |
| 1999-07-01 | 14.4713356603 |
| 1999-08-01 | 14.6129006690 |
| 1999-09-01 | 14.6494380116 |
| 1999-10-01 | 14.7094755366 |
| 1999-11-01 | 14.8000522494 |
| 1999-12-01 | 14.7112973024 |
| 2000-01-01 | 14.8332603139 |
| 2000-02-01 | 14.8793995816 |
| 2000-03-01 | 14.9022867216 |
| 2000-04-01 | 15.0071202251 |
| 2000-05-01 | 15.0487528864 |
| 2000-06-01 | 15.0033564155 |
| 2000-07-01 | 14.8751251087 |
| 2000-08-01 | 14.9336457261 |
| 2000-09-01 | 14.9709250347 |
| 2000-10-01 | 15.0396858566 |
| 2000-11-01 | 15.0250311270 |
| 2000-12-01 | 15.0529604953 |
| 2001-01-01 | 15.2068548593 |
| 2001-02-01 | 15.1798951969 |
| 2001-03-01 | 15.1890550223 |
| 2001-04-01 | 15.0815835628 |
| 2001-05-01 | 15.1040200711 |
| 2001-06-01 | 15.1850036358 |
| 2001-07-01 | 14.9666615546 |
| 2001-08-01 | 14.8621184443 |
| 2001-09-01 | 14.8935808875 |
| 2001-10-01 | 14.8683030626 |
| 2001-11-01 | 14.6504080831 |
| 2001-12-01 | 14.8719130938 |
| 2002-01-01 | 14.4655178401 |
| 2002-02-01 | 14.8777208447 |
| 2002-03-01 | 14.8726699567 |
| 2002-04-01 | 15.0680170869 |
| 2002-05-01 | 14.9789698471 |
| 2002-06-01 | 15.0891733797 |
| 2002-07-01 | 14.9503371586 |
| 2002-08-01 | 14.8833535455 |
| 2002-09-01 | 14.8133799964 |
| 2002-10-01 | 14.6929601911 |
| 2002-11-01 | 14.6736133797 |
| 2002-12-01 | 14.6719056959 |
| 2003-01-01 | 13.6322197377 |
| 2003-02-01 | 13.6606165189 |
| 2003-03-01 | 13.5609759225 |
| 2003-04-01 | 13.8595934177 |
| 2003-05-01 | 13.8834665463 |
| 2003-06-01 | 14.1180913930 |
| 2003-07-01 | 13.8377891602 |
| 2003-08-01 | 13.9949576685 |
| 2003-09-01 | 14.1354855002 |
| 2003-10-01 | 14.2040183896 |
| 2003-11-01 | 14.2908196279 |
| 2003-12-01 | 14.3648226485 |
| 2004-01-01 | 14.4078547374 |
| 2004-02-01 | 14.4429657315 |
| 2004-03-01 | 14.4329249135 |
| 2004-04-01 | 14.4490391596 |
| 2004-05-01 | 14.5909873489 |
| 2004-06-01 | 14.6381337540 |
| 2004-07-01 | 14.9310336526 |
| 2004-08-01 | 15.1051678661 |
| 2004-09-01 | 14.9610153276 |
| 2004-10-01 | 15.0113556921 |
| 2004-11-01 | 15.1103081744 |
| 2004-12-01 | 15.1707934382 |
| 2005-01-01 | 15.8828304191 |
| 2005-02-01 | 15.8069036061 |
| 2005-03-01 | 15.9111842525 |
| 2005-04-01 | 15.8319120930 |
| 2005-05-01 | 15.8928344444 |
| 2005-06-01 | 15.8523164039 |
| 2005-07-01 | 16.1292967965 |
| 2005-08-01 | 16.2220316261 |
| 2005-09-01 | 16.1946568391 |
| 2005-10-01 | 16.3204795110 |
| 2005-11-01 | 16.3325839715 |
| 2005-12-01 | 16.3739220369 |
| 2006-01-01 | 16.4615535420 |
| 2006-02-01 | 16.5650514124 |
| 2006-03-01 | 16.6922647465 |
| 2006-04-01 | 16.8254264433 |
| 2006-05-01 | 16.7919613215 |
| 2006-06-01 | 16.7501633813 |
| 2006-07-01 | 16.8426651401 |
| 2006-08-01 | 16.9455521654 |
| 2006-09-01 | 17.2312642563 |
| 2006-10-01 | 17.1141216890 |
| 2006-11-01 | 17.1402936256 |
| 2006-12-01 | 17.1717312075 |
| 2007-01-01 | 17.3591225176 |
| 2007-02-01 | 17.8256528187 |
| 2007-03-01 | 17.5892653754 |
| 2007-04-01 | 17.2225958079 |
| 2007-05-01 | 16.9887212700 |
| 2007-06-01 | 17.0353419002 |
| 2007-07-01 | 16.8535151838 |
| 2007-08-01 | 16.8693322458 |
| 2007-09-01 | 16.8541644051 |
| 2007-10-01 | 16.7973511934 |
| 2007-11-01 | 16.7212335684 |
| 2007-12-01 | 16.6558405584 |
| 2008-01-01 | 16.7791380692 |
| 2008-02-01 | 16.8155533440 |
| 2008-03-01 | 16.6037609296 |
| 2008-04-01 | 16.7339805080 |
| 2008-05-01 | 16.6911683254 |
| 2008-06-01 | 16.6152188350 |
| 2008-07-01 | 16.5650491589 |
| 2008-08-01 | 16.2796573677 |
| 2008-09-01 | 16.0570839823 |
| 2008-10-01 | 15.8725842261 |
| 2008-11-01 | 15.7840910815 |
| 2008-12-01 | 15.8431374924 |
| 2009-01-01 | 15.2060067243 |
| 2009-02-01 | 14.9271074812 |
| 2009-03-01 | 14.8320212852 |
| 2009-04-01 | 14.6611782063 |
| 2009-05-01 | 14.7054957142 |
| 2009-06-01 | 14.6174288000 |
| 2009-07-01 | 14.4601882968 |
| 2009-08-01 | 14.4715678522 |
| 2009-09-01 | 14.4368875094 |
| 2009-10-01 | 14.4523602119 |
| 2009-11-01 | 14.3435561674 |
| 2009-12-01 | 14.2213839081 |
| 2010-01-01 | 14.0326193620 |
| 2010-02-01 | 13.8523276497 |
| 2010-03-01 | 13.9480661445 |
| 2010-04-01 | 13.8917461806 |
| 2010-05-01 | 13.8169147182 |
| 2010-06-01 | 13.8191389646 |
| 2010-07-01 | 13.7555624718 |
| 2010-08-01 | 13.6565563886 |
| 2010-09-01 | 13.6088645754 |
| 2010-10-01 | 13.7394330633 |
| 2010-11-01 | 13.7122804749 |
| 2010-12-01 | 13.6090324743 |
| 2011-01-01 | 13.5541289077 |
| 2011-02-01 | 13.5777474781 |
| 2011-03-01 | 13.5575409197 |
| 2011-04-01 | 13.6149769333 |
| 2011-05-01 | 13.5269141378 |
| 2011-06-01 | 13.5273839755 |
| 2011-07-01 | 13.5504834202 |
| 2011-08-01 | 13.5426347330 |
| 2011-09-01 | 13.6813547499 |
| 2011-10-01 | 13.4325680372 |
| 2011-11-01 | 13.4947046988 |
| 2011-12-01 | 13.4953952341 |
| 2012-01-01 | 13.6701341231 |
| 2012-02-01 | 13.7019068658 |
| 2012-03-01 | 13.7613061637 |
| 2012-04-01 | 13.7289477831 |
| 2012-05-01 | 13.8361086431 |
| 2012-06-01 | 13.8299754221 |
| 2012-07-01 | 13.9561879204 |
| 2012-08-01 | 14.1272068861 |
| 2012-09-01 | 14.0540157599 |
| 2012-10-01 | 14.0347304475 |
| 2012-11-01 | 13.9884635858 |
| 2012-12-01 | 13.9864261491 |
| 2013-01-01 | 13.8758240338 |
| 2013-02-01 | 13.9150833948 |
| 2013-03-01 | 13.9670600859 |
| 2013-04-01 | 14.0338055540 |
| 2013-05-01 | 14.1418357813 |
| 2013-06-01 | 14.2352891621 |
| 2013-07-01 | 14.2617946430 |
| 2013-08-01 | 14.3164327541 |
| 2013-09-01 | 14.4332207628 |
| 2013-10-01 | 14.4393346483 |
| 2013-11-01 | 14.5946756793 |
| 2013-12-01 | 14.6678988577 |
| 2014-01-01 | 14.7817884945 |
| 2014-02-01 | 14.8249162915 |
| 2014-03-01 | 14.9687975328 |
| 2014-04-01 | 14.8358570291 |
| 2014-05-01 | 14.8460725798 |
| 2014-06-01 | 14.8303830751 |
| 2014-07-01 | 14.8743638804 |
| 2014-08-01 | 15.0092953740 |
| 2014-09-01 | 14.9244773504 |
| 2014-10-01 | 14.9443050504 |
| 2014-11-01 | 14.9004654919 |
| 2014-12-01 | 14.9515302273 |
| 2015-01-01 | 14.8848183592 |
| 2015-02-01 | 14.8240506103 |
| 2015-03-01 | 14.7721827293 |
| 2015-04-01 | 14.9270157603 |
| 2015-05-01 | 14.9535351092 |
| 2015-06-01 | 15.0281201496 |
| 2015-07-01 | 14.9837081750 |
| 2015-08-01 | 15.1125991486 |
| 2015-09-01 | 15.1299746731 |
| 2015-10-01 | 15.2404159059 |
| 2015-11-01 | 15.3057824869 |
| 2015-12-01 | 15.3347178415 |
| 2016-01-01 | 15.3857807162 |
| 2016-02-01 | 15.5225324352 |
| 2016-03-01 | 15.4703719864 |
| 2016-04-01 | 15.7160425556 |
| 2016-05-01 | 15.6659694799 |
| 2016-06-01 | 15.6208724341 |
| 2016-07-01 | 15.6913140300 |
| 2016-08-01 | 15.6171997256 |
| 2016-09-01 | 15.6507634225 |
| 2016-10-01 | 15.5385181995 |
| 2016-11-01 | 15.5005964366 |
| 2016-12-01 | 15.5298762591 |
| 2017-01-01 | 15.5757167559 |
| 2017-02-01 | 15.5054838716 |
| 2017-03-01 | 15.4661565914 |
| 2017-04-01 | 15.3110672986 |
| 2017-05-01 | 15.2766112117 |
| 2017-06-01 | 15.3354477181 |
| 2017-07-01 | 15.2987703144 |
| 2017-08-01 | 15.3255311905 |
| 2017-09-01 | 15.2719242887 |
| 2017-10-01 | 15.2244856729 |
| 2017-11-01 | 15.1905225215 |
| 2017-12-01 | 15.1293989982 |
| 2018-01-01 | 14.9569517752 |
| 2018-02-01 | 14.9853194544 |
| 2018-03-01 | 14.9596218487 |
| 2018-04-01 | 15.1191573649 |
| 2018-05-01 | 15.0848278271 |
| 2018-06-01 | 15.0610019954 |
| 2018-07-01 | 15.0083313275 |
| 2018-08-01 | 14.9290859542 |
| 2018-09-01 | 14.9956994164 |
| 2018-10-01 | 14.9996116092 |
| 2018-11-01 | 14.9713847566 |
| 2018-12-01 | 15.0333098449 |
| 2019-01-01 | 15.0419957800 |
| 2019-02-01 | 14.9610033160 |
| 2019-03-01 | 15.0617599282 |
| 2019-04-01 | 15.0287857834 |
| 2019-05-01 | 14.9807170181 |
| 2019-06-01 | 15.1030320920 |
| 2019-07-01 | 15.0224329146 |
| 2019-08-01 | 14.9339206483 |
| 2019-09-01 | 14.8082086885 |
| 2019-10-01 | 14.6611484788 |
| 2019-11-01 | 14.7519858602 |
| 2019-12-01 | 14.6335496287 |
| 2020-01-01 | 14.9373227527 |
| 2020-02-01 | 14.8500233035 |
| 2020-03-01 | 14.7686463914 |
| 2020-04-01 | 14.3435468547 |
| 2020-05-01 | 14.0757745007 |
| 2020-06-01 | 14.0345339267 |
| 2020-07-01 | 14.2309322237 |
| 2020-08-01 | 14.6288735289 |
| 2020-09-01 | 14.3079978407 |
| 2020-10-01 | 14.4274875806 |
| 2020-11-01 | 14.4315708599 |
| 2020-12-01 | 14.4374040657 |
| 2021-01-01 | 14.4470740081 |
| 2021-02-01 | 14.5482850998 |
| 2021-03-01 | 14.5824782113 |
| 2021-04-01 | 14.6587254186 |
| 2021-05-01 | 14.7621659539 |
| 2021-06-01 | 14.6577814667 |
| 2021-07-01 | 14.9362401804 |
| 2021-08-01 | 15.0185469630 |
| 2021-09-01 | 14.8996489310 |
| 2021-10-01 | 15.2981472334 |
| 2021-11-01 | 15.3114871070 |
| 2021-12-01 | 15.4419484419 |
| 2022-01-01 | 15.6777905220 |
| 2022-02-01 | 15.7551152953 |
| 2022-03-01 | 15.7967582749 |
| 2022-04-01 | 15.9742009743 |
| 2022-05-01 | 16.0435982457 |
| 2022-06-01 | 15.9642448431 |
| 2022-07-01 | 16.0288368967 |
| 2022-08-01 | 16.0995580946 |
| 2022-09-01 | 16.2896885530 |
| 2022-10-01 | 16.3848454104 |
| 2022-11-01 | 16.4000453886 |
| 2022-12-01 | 16.4576475729 |
| 2023-01-01 | 16.3130432302 |
| 2023-02-01 | 16.3782484368 |
| 2023-03-01 | 16.4098351212 |
| 2023-04-01 | 16.3640791952 |
| 2023-05-01 | 16.2266702480 |
| 2023-06-01 | 16.5529574555 |
| 2023-07-01 | 16.5117424033 |
| 2023-08-01 | 16.4844133624 |
| 2023-09-01 | 16.7675515977 |
| 2023-10-01 | 16.3983877680 |
| 2023-11-01 | 16.4089729802 |
| 2023-12-01 | 16.3803512495 |
| 2024-01-01 | 16.2378257790 |
| 2024-02-01 | 16.2086971739 |
| 2024-03-01 | 16.2104633535 |
| 2024-04-01 | 16.1418090021 |
| 2024-05-01 | 16.1202007301 |
| 2024-06-01 | 16.2251711669 |
| 2024-07-01 | 16.0873427034 |
| 2024-08-01 | 16.0766397034 |
| 2024-09-01 | 15.9472022135 |
| 2024-10-01 | 15.8298197714 |
| 2024-11-01 | 15.8261817544 |
| 2024-12-01 | 15.7048703688 |
| 2025-01-01 | 15.7435412186 |
| 2025-02-01 | 15.7321433395 |
| 2025-03-01 | 15.6004433008 |
| 2025-04-01 | 15.6161811091 |
| 2025-05-01 | 15.6225292335 |
| 2025-06-01 | 15.5036252421 |
| 2025-07-01 | 15.4699853292 |
| 2025-08-01 | 15.4744765423 |
| 2025-09-01 | 15.4365499732 |
| 2025-10-01 | 15.4560951861 |
| 2025-11-01 | 15.4415164960 |
| 2025-12-01 | 15.4249717868 |
| 2026-01-01 | 15.4403035184 |
| 2026-02-01 | 15.4419422137 |
| 2026-03-01 | 15.5925531952 |
| 2026-04-01 | 15.5954880890 |
| 2026-05-01 | 15.5226777605 |
| 2026-06-01 | 15.4949857570 |
| 2026-07-01 | 15.5581979469 |
| 2026-08-01 | 15.3770065929 |
| 2026-09-01 | 15.5352546281 |