Federal Reserve Economic Data

Table Data - All Employees: Professional and Business Services in Columbia, SC (MSA)

Title All Employees: Professional and Business Services in Columbia, SC (MSA)
Series ID COLU945PBSV
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 2025-11-01
Last Updated 2026-01-07 10:02 PM CST
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 25.7394078304773
1990-02-01 26.1386175287663
1990-03-01 26.3406339398574
1990-04-01 26.5008387835817
1990-05-01 26.7547442864236
1990-06-01 26.9073442766368
1990-07-01 26.9244281972034
1990-08-01 27.3650394262837
1990-09-01 27.5011909550674
1990-10-01 27.5634052621733
1990-11-01 28.0231232849209
1990-12-01 27.6810442961276
1991-01-01 26.6395579079662
1991-02-01 26.3320802647916
1991-03-01 26.1404318003656
1991-04-01 25.8827889158701
1991-05-01 26.0593701180781
1991-06-01 25.8502533907001
1991-07-01 25.7042497906584
1991-08-01 25.7935758651761
1991-09-01 25.9322411860610
1991-10-01 25.7023961614229
1991-11-01 26.0856973057953
1991-12-01 25.9962827687471
1992-01-01 25.8642029705459
1992-02-01 25.7837803633167
1992-03-01 25.9155929777588
1992-04-01 25.8582708754396
1992-05-01 25.6750033106138
1992-06-01 26.0850569856195
1992-07-01 26.1477181114424
1992-08-01 26.1027945524409
1992-09-01 26.0514443031106
1992-10-01 26.1304077470611
1992-11-01 26.3391128029615
1992-12-01 26.3189848254826
1993-01-01 27.0666624319136
1993-02-01 27.2836242454084
1993-03-01 27.2897209551254
1993-04-01 27.7273920380504
1993-05-01 27.9844063680801
1993-06-01 28.0031243603202
1993-07-01 26.9720381434650
1993-08-01 26.9833427780765
1993-09-01 27.1524683132448
1993-10-01 27.8552198485227
1993-11-01 27.7061682134499
1993-12-01 28.0479365743934
1994-01-01 28.5991984983854
1994-02-01 28.6659141533828
1994-03-01 28.9568730907010
1994-04-01 29.5868486889228
1994-05-01 29.9472681829824
1994-06-01 30.4018231404792
1994-07-01 31.3110877181824
1994-08-01 31.5513163982034
1994-09-01 31.9530192897497
1994-10-01 31.6363431538916
1994-11-01 31.8402855497915
1994-12-01 32.4563459761689
1995-01-01 32.3386644110686
1995-02-01 32.7273719593435
1995-03-01 32.7250542855990
1995-04-01 31.7679637980666
1995-05-01 32.1912056363710
1995-06-01 32.2992195748683
1995-07-01 32.6247265522628
1995-08-01 32.8514140892372
1995-09-01 33.1554403048880
1995-10-01 33.4405340661694
1995-11-01 33.6645744004356
1995-12-01 33.4615535351860
1996-01-01 33.5141921497372
1996-02-01 33.7133961619652
1996-03-01 34.1354777289990
1996-04-01 34.2540302135638
1996-05-01 34.7082477397680
1996-06-01 34.9418416508998
1996-07-01 36.0165534061357
1996-08-01 35.8961767704881
1996-09-01 35.8503862468757
1996-10-01 34.9988753238044
1996-11-01 35.8042904053656
1996-12-01 35.9453155607280
1997-01-01 35.9479564219888
1997-02-01 35.9003472942615
1997-03-01 35.3678453249458
1997-04-01 35.9415104492914
1997-05-01 36.0479559826966
1997-06-01 36.0495922598798
1997-07-01 35.1333139676822
1997-08-01 35.0769561973393
1997-09-01 34.7476903953413
1997-10-01 35.1720291476043
1997-11-01 35.3621208150563
1997-12-01 35.4536237356023
1998-01-01 35.3694224703711
1998-02-01 35.5268790961515
1998-03-01 35.8498682762688
1998-04-01 35.4176570707209
1998-05-01 35.6055283391913
1998-06-01 35.4739785156488
1998-07-01 35.7333355121772
1998-08-01 35.6520962890120
1998-09-01 35.7201873660749
1998-10-01 35.5128184865500
1998-11-01 35.7123355247700
1998-12-01 35.8367201317033
1999-01-01 36.8736488633070
1999-02-01 36.8606846390994
1999-03-01 36.8983767777376
1999-04-01 36.6716629799912
1999-05-01 36.4866095174123
1999-06-01 36.6958694806352
1999-07-01 36.3326992351744
1999-08-01 36.5322555476928
1999-09-01 35.9482979533082
1999-10-01 37.6713916349198
1999-11-01 37.7226323580583
1999-12-01 37.7372363567815
2000-01-01 37.5353621663151
2000-02-01 37.2501673128488
2000-03-01 37.1920605518516
2000-04-01 38.1951100010829
2000-05-01 38.3874185195756
2000-06-01 38.7611234375768
2000-07-01 38.2973943154057
2000-08-01 38.1540467076380
2000-09-01 38.3682174978345
2000-10-01 38.2998515540109
2000-11-01 38.1985608335699
2000-12-01 38.1278244239460
2001-01-01 37.8846958317775
2001-02-01 38.3061456499516
2001-03-01 38.0612492794830
2001-04-01 37.4180044768314
2001-05-01 37.5381400725177
2001-06-01 37.2348772162310
2001-07-01 37.6215567857689
2001-08-01 37.8443694039912
2001-09-01 37.4577662959678
2001-10-01 36.2678548934448
2001-11-01 36.3086443291568
2001-12-01 36.2550526255929
2002-01-01 35.7555225178882
2002-02-01 35.5513559464461
2002-03-01 35.7627545594770
2002-04-01 35.9058420354021
2002-05-01 35.7951109674679
2002-06-01 36.0666239900770
2002-07-01 36.0804150905252
2002-08-01 36.3540742794589
2002-09-01 36.0899552540567
2002-10-01 36.2510988830073
2002-11-01 36.0760795112328
2002-12-01 36.2469570675987
2003-01-01 36.4606090294498
2003-02-01 36.5717506808344
2003-03-01 34.5369555657723
2003-04-01 35.3357742434177
2003-05-01 35.4376572046986
2003-06-01 35.4173402093565
2003-07-01 35.5859859234506
2003-08-01 35.7589889370060
2003-09-01 35.6081399199194
2003-10-01 36.5830512802530
2003-11-01 36.8658736732934
2003-12-01 37.0441935318502
2004-01-01 37.1768712647797
2004-02-01 37.6798963606938
2004-03-01 38.0208883567803
2004-04-01 39.1006156901013
2004-05-01 38.9689029038629
2004-06-01 40.6297466783998
2004-07-01 39.9532658481602
2004-08-01 39.7543246707750
2004-09-01 40.0545945352722
2004-10-01 40.3633669984286
2004-11-01 40.1063047403326
2004-12-01 39.8829226693518
2005-01-01 40.4699516444223
2005-02-01 41.2096289842123
2005-03-01 40.3414983704443
2005-04-01 39.7647222084471
2005-05-01 39.0203055969569
2005-06-01 40.2930272030793
2005-07-01 40.8871265143909
2005-08-01 41.4291292561494
2005-09-01 41.8308665198474
2005-10-01 42.0533106607048
2005-11-01 42.9206481240128
2005-12-01 43.0968470629044
2006-01-01 43.4771400131286
2006-02-01 43.2667031550554
2006-03-01 42.9556698921559
2006-04-01 43.3875102463850
2006-05-01 43.6649669533318
2006-06-01 42.7282665738304
2006-07-01 43.1160356980661
2006-08-01 43.6529566649502
2006-09-01 43.4481037057428
2006-10-01 42.5341255070058
2006-11-01 42.6015177446019
2006-12-01 43.0685583894098
2007-01-01 43.3047220623118
2007-02-01 43.5286673668598
2007-03-01 43.6433649824242
2007-04-01 43.3532834629770
2007-05-01 43.2190714111617
2007-06-01 43.8175884845482
2007-07-01 43.6324185743813
2007-08-01 43.5494002368229
2007-09-01 44.0367030352855
2007-10-01 43.6979991447162
2007-11-01 42.9541631382021
2007-12-01 42.9256500943909
2008-01-01 42.7172790462760
2008-02-01 42.9329835779716
2008-03-01 42.4076013779142
2008-04-01 41.7774724258922
2008-05-01 42.6797130845717
2008-06-01 41.4408082216795
2008-07-01 41.5004945708979
2008-08-01 42.1339845202283
2008-09-01 40.8287042555685
2008-10-01 40.8157866600814
2008-11-01 40.4866945903995
2008-12-01 39.6140470590177
2009-01-01 39.0917766803935
2009-02-01 38.2127013536093
2009-03-01 38.3164041275530
2009-04-01 37.7153551042007
2009-05-01 37.3126432104733
2009-06-01 37.4525976242093
2009-07-01 37.3145801703083
2009-08-01 37.1576142938929
2009-09-01 37.1601152338244
2009-10-01 38.3770915474640
2009-11-01 37.9578727294108
2009-12-01 37.6523095042781
2010-01-01 38.8658361461737
2010-02-01 39.3427342347227
2010-03-01 39.5340927660295
2010-04-01 39.8639523161741
2010-05-01 39.9481647562311
2010-06-01 40.4818412159155
2010-07-01 40.5871274185298
2010-08-01 40.6559951554922
2010-09-01 41.2207396010422
2010-10-01 41.1476190688971
2010-11-01 39.8481086030101
2010-12-01 39.8377075377864
2011-01-01 40.7938766424495
2011-02-01 41.6970467353983
2011-03-01 41.8258632946165
2011-04-01 42.4711116985386
2011-05-01 42.2688290498068
2011-06-01 42.3803328188284
2011-07-01 42.4977451589821
2011-08-01 42.7524616494330
2011-09-01 42.6399447376307
2011-10-01 42.2728077831127
2011-11-01 41.4893052763137
2011-12-01 42.5807135409114
2012-01-01 43.3951700778230
2012-02-01 43.6544033354074
2012-03-01 43.9318391416689
2012-04-01 44.1518006495873
2012-05-01 44.5526868074886
2012-06-01 44.8122389870213
2012-07-01 45.0385793541971
2012-08-01 44.8628038371547
2012-09-01 44.6020671997914
2012-10-01 44.2379317008124
2012-11-01 45.4367901000224
2012-12-01 46.2170322966199
2013-01-01 45.5052645837856
2013-02-01 44.6648764457675
2013-03-01 44.5081399488505
2013-04-01 45.0996288038617
2013-05-01 45.3258133171018
2013-06-01 45.6787053839739
2013-07-01 45.9694838796159
2013-08-01 46.2382448946638
2013-09-01 46.5303896202430
2013-10-01 45.6949816128034
2013-11-01 47.1537658392416
2013-12-01 48.2150966483483
2014-01-01 46.8642349721700
2014-02-01 45.5098078976086
2014-03-01 46.9176980971714
2014-04-01 46.3178599111534
2014-05-01 46.7112024852572
2014-06-01 46.1859026635285
2014-07-01 46.3285730162499
2014-08-01 46.8821390074683
2014-09-01 46.9952996174859
2014-10-01 47.1992305021448
2014-11-01 48.5444727205676
2014-12-01 48.9313280857458
2015-01-01 48.1860286398201
2015-02-01 48.1325644482105
2015-03-01 48.1307717087795
2015-04-01 47.6983241236178
2015-05-01 47.8829053107619
2015-06-01 48.5642354926375
2015-07-01 48.7910158947919
2015-08-01 48.6769599263423
2015-09-01 49.4312303709407
2015-10-01 50.5466480373805
2015-11-01 50.0634658556610
2015-12-01 50.9772688829671
2016-01-01 49.8569321792335
2016-02-01 50.3913840766933
2016-03-01 50.0897774611724
2016-04-01 50.6330526773085
2016-05-01 50.2504831832660
2016-06-01 49.8600589299264
2016-07-01 49.1508135734285
2016-08-01 49.7856359854485
2016-09-01 50.6042034857928
2016-10-01 49.4794661630419
2016-11-01 48.9018773167115
2016-12-01 48.6832591657833
2017-01-01 48.3628557252344
2017-02-01 48.3472120113186
2017-03-01 48.5329750441236
2017-04-01 49.3918119890822
2017-05-01 49.5730999987270
2017-06-01 50.5083360985933
2017-07-01 49.9008887656300
2017-08-01 49.4716951325496
2017-09-01 49.6155524171908
2017-10-01 49.9247839735418
2017-11-01 51.0899061948381
2017-12-01 51.0007640251213
2018-01-01 51.4519015696048
2018-02-01 51.4406086411672
2018-03-01 51.6354265133690
2018-04-01 51.1734834871595
2018-05-01 50.9617397039341
2018-06-01 51.1389106608989
2018-07-01 50.7042934576942
2018-08-01 50.5558966279366
2018-09-01 50.4593123508570
2018-10-01 50.4547554354314
2018-11-01 49.5381775709322
2018-12-01 48.9083257426591
2019-01-01 50.1321457650717
2019-02-01 50.5672860419450
2019-03-01 50.9030757786701
2019-04-01 50.7527535089741
2019-05-01 51.0144129789134
2019-06-01 51.1034189582684
2019-07-01 51.4029974783792
2019-08-01 52.0853126656515
2019-09-01 52.2682462608325
2019-10-01 52.2881888104066
2019-11-01 52.5205238474331
2019-12-01 52.5350663661488
2020-01-01 52.1642814769031
2020-02-01 51.4183390876079
2020-03-01 51.2280983489849
2020-04-01 48.4860678446014
2020-05-01 49.9234842275003
2020-06-01 49.8575661797830
2020-07-01 49.1613457505748
2020-08-01 49.0092917493456
2020-09-01 48.5966246640978
2020-10-01 48.4049544998474
2020-11-01 47.8458559480302
2020-12-01 47.7676967045940
2021-01-01 52.4094585501347
2021-02-01 52.7217092833134
2021-03-01 52.6244319096802
2021-04-01 52.3350243669553
2021-05-01 52.6295497319895
2021-06-01 52.5700250473244
2021-07-01 52.7929138369591
2021-08-01 52.6617015939719
2021-09-01 52.9576644137859
2021-10-01 54.5298606422202
2021-11-01 54.0245012864613
2021-12-01 53.8204815019500
2022-01-01 55.4639553172297
2022-02-01 55.9395965947807
2022-03-01 55.6681843626075
2022-04-01 56.3048470741163
2022-05-01 56.6132129059138
2022-06-01 56.3600740369700
2022-07-01 57.0791184480584
2022-08-01 57.0555549773602
2022-09-01 56.8394734898873
2022-10-01 56.5459770754641
2022-11-01 55.5789399994501
2022-12-01 55.9683741184091
2023-01-01 56.1419594817630
2023-02-01 56.3327203615160
2023-03-01 56.5048958226227
2023-04-01 57.1732593389890
2023-05-01 57.5432328512895
2023-06-01 57.1158984005961
2023-07-01 56.4452890079303
2023-08-01 56.3504399577761
2023-09-01 56.4147403861001
2023-10-01 56.0367750181843
2023-11-01 55.8730862733858
2023-12-01 56.0561164845853
2024-01-01 56.8848380626770
2024-02-01 56.9839210891673
2024-03-01 57.0184401355498
2024-04-01 56.4366856067479
2024-05-01 57.1204449602018
2024-06-01 56.4339483185909
2024-07-01 57.2600443016581
2024-08-01 58.0919869514938
2024-09-01 58.6464518416387
2024-10-01 59.5117973915922
2024-11-01 59.1621884998578
2024-12-01 59.2068374124260
2025-01-01 57.6918490626645
2025-02-01 58.6198925390230
2025-03-01 59.4240563182719
2025-04-01 59.9743223296779
2025-05-01 59.5303122735073
2025-06-01 60.1013032350386
2025-07-01 60.4279793938260
2025-08-01 59.9502690627480
2025-09-01 59.7092866882758
2025-10-01 59.4406929982129
2025-11-01 59.7853018377466

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