Table Data - All Employees: Total Private in Harrisonburg, VA (MSA)

Title All Employees: Total Private in Harrisonburg, VA (MSA)
Series ID SMU51255000500000001SA
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 2026-05-01
Last Updated 2026-06-24 9:46 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 35.7169163469270
1990-02-01 35.8390144491375
1990-03-01 35.8600900361576
1990-04-01 35.8255570981488
1990-05-01 35.5585231801451
1990-06-01 35.7055018939175
1990-07-01 35.6489312549712
1990-08-01 35.4826625658802
1990-09-01 35.4358560603235
1990-10-01 36.2536165890034
1990-11-01 35.4315393857772
1990-12-01 35.3608242439952
1991-01-01 35.6049425012485
1991-02-01 35.6235989321225
1991-03-01 35.8604209287080
1991-04-01 35.9354823481429
1991-05-01 36.1686987861509
1991-06-01 36.2052566950516
1991-07-01 36.2364058898774
1991-08-01 36.4701176396966
1991-09-01 36.6458810190343
1991-10-01 36.5603047299355
1991-11-01 36.8229344282794
1991-12-01 36.8304799447280
1992-01-01 36.6012989764847
1992-02-01 36.9191554052486
1992-03-01 36.9768731695906
1992-04-01 37.4648822983580
1992-05-01 37.3790437173575
1992-06-01 37.3024867188716
1992-07-01 37.4263562913635
1992-08-01 37.5630816279347
1992-09-01 37.8664267810519
1992-10-01 38.0752681824173
1992-11-01 38.0178701462033
1992-12-01 37.9849276759884
1993-01-01 38.6110151221069
1993-02-01 38.6939467777137
1993-03-01 38.4895376211631
1993-04-01 39.0936054860123
1993-05-01 39.3004473699745
1993-06-01 39.4931569335631
1993-07-01 40.2099132591325
1993-08-01 40.0591388614176
1993-09-01 40.0975313824167
1993-10-01 40.3930683689665
1993-11-01 40.5108269499022
1993-12-01 40.5269176651178
1994-01-01 40.4926658861882
1994-02-01 40.5480414342216
1994-03-01 40.5852864159341
1994-04-01 40.6254128710405
1994-05-01 40.7302858932892
1994-06-01 40.9943588324652
1994-07-01 41.3119252320365
1994-08-01 41.3780067178609
1994-09-01 41.3520631495182
1994-10-01 41.4280695387567
1994-11-01 41.5093106100109
1994-12-01 41.7871447977465
1995-01-01 41.6584609843708
1995-02-01 41.4602229750867
1995-03-01 41.8512513188835
1995-04-01 42.2447662371705
1995-05-01 41.9771312794897
1995-06-01 42.0950630742270
1995-07-01 41.9196513894615
1995-08-01 41.8211334766477
1995-09-01 41.9150093558352
1995-10-01 41.7747370618317
1995-11-01 41.8179228538187
1995-12-01 41.7740806974458
1996-01-01 41.5005357240249
1996-02-01 41.8599013995999
1996-03-01 42.0867102749558
1996-04-01 41.8361210649961
1996-05-01 41.8119369431336
1996-06-01 41.6948155086713
1996-07-01 41.6563855524790
1996-08-01 41.8711619700754
1996-09-01 41.9748145004060
1996-10-01 42.2264160269577
1996-11-01 42.4299575285447
1996-12-01 42.4784645074445
1997-01-01 42.7537877361222
1997-02-01 42.6544710418293
1997-03-01 42.9249915643717
1997-04-01 42.8247011998999
1997-05-01 43.1371055875108
1997-06-01 43.1824408177007
1997-07-01 43.5988963895146
1997-08-01 43.6155113783993
1997-09-01 43.7237225161746
1997-10-01 43.7555578074080
1997-11-01 43.3551103142510
1997-12-01 43.7954759086797
1998-01-01 43.7971748391774
1998-02-01 43.8720396390246
1998-03-01 43.6510868583197
1998-04-01 43.8160709860333
1998-05-01 43.7552301865383
1998-06-01 43.9713386052590
1998-07-01 44.1491506994398
1998-08-01 44.2519544361790
1998-09-01 44.5688997294786
1998-10-01 44.6623688731371
1998-11-01 45.0846438016135
1998-12-01 45.3205993967593
1999-01-01 45.2519134228256
1999-02-01 45.6176330228589
1999-03-01 45.7944781845344
1999-04-01 46.0051271303711
1999-05-01 46.0838391317307
1999-06-01 46.2519789880836
1999-07-01 46.0780997805788
1999-08-01 46.2778178643230
1999-09-01 46.0870126633030
1999-10-01 46.2520010786659
1999-11-01 46.3269285797821
1999-12-01 46.4512009331645
2000-01-01 46.8145116101313
2000-02-01 47.0171356469870
2000-03-01 47.0537191120632
2000-04-01 47.0722266219265
2000-05-01 47.4841993130503
2000-06-01 46.9470269780000
2000-07-01 47.3945665203162
2000-08-01 47.4858037246244
2000-09-01 47.6953876911218
2000-10-01 47.9340995153573
2000-11-01 47.9768843846895
2000-12-01 48.0892276819094
2001-01-01 48.2745102122754
2001-02-01 48.4487481953989
2001-03-01 48.5365601871542
2001-04-01 48.1323857559819
2001-05-01 48.3549782770448
2001-06-01 48.6616457702997
2001-07-01 48.3962878456526
2001-08-01 48.4845564924677
2001-09-01 48.0717350365092
2001-10-01 48.5142631522484
2001-11-01 48.6287600917222
2001-12-01 48.6377518696968
2002-01-01 48.4373226294843
2002-02-01 48.3994516604393
2002-03-01 48.5318828339853
2002-04-01 48.7939324213112
2002-05-01 48.2978143076113
2002-06-01 48.5218817940547
2002-07-01 48.6897855948667
2002-08-01 48.6600763609130
2002-09-01 48.9336448191563
2002-10-01 49.0071007976299
2002-11-01 48.8581717230017
2002-12-01 48.8707016978850
2003-01-01 49.2324163733018
2003-02-01 48.9417546758381
2003-03-01 49.1479319574124
2003-04-01 49.6576693818796
2003-05-01 49.9664979058026
2003-06-01 50.0017940551790
2003-07-01 50.1719871093880
2003-08-01 50.2237511688453
2003-09-01 50.0789031707108
2003-10-01 50.3788515673203
2003-11-01 50.5549376045521
2003-12-01 50.7697847804369
2004-01-01 50.9686829799235
2004-02-01 50.9853291289939
2004-03-01 51.5813769106041
2004-04-01 50.9382857122932
2004-05-01 51.0596401072402
2004-06-01 50.9825886747826
2004-07-01 50.8788296717710
2004-08-01 50.7911053308692
2004-09-01 50.8396742460958
2004-10-01 50.3221418093315
2004-11-01 50.2085943541343
2004-12-01 50.4477725999366
2005-01-01 50.5133143865622
2005-02-01 50.6975402539795
2005-03-01 50.6901271193607
2005-04-01 50.7470809163631
2005-05-01 50.8102532370391
2005-06-01 50.4492253464565
2005-07-01 50.5083116312379
2005-08-01 50.6928818759164
2005-09-01 50.7926250791613
2005-10-01 50.7297172194905
2005-11-01 51.1366178123900
2005-12-01 51.2931758991580
2006-01-01 51.7656836808605
2006-02-01 52.2262188474283
2006-03-01 52.5044761919192
2006-04-01 52.9714375363390
2006-05-01 53.2961776590059
2006-06-01 53.3865486263870
2006-07-01 54.3510487911834
2006-08-01 54.4234444001225
2006-09-01 54.1498055857631
2006-10-01 54.6079301776417
2006-11-01 54.1253123795768
2006-12-01 54.4047056718873
2007-01-01 53.5078879133587
2007-02-01 53.4575269212702
2007-03-01 53.4263895786825
2007-04-01 53.2728378851372
2007-05-01 53.3853503693174
2007-06-01 53.6963874292239
2007-07-01 52.3961843460897
2007-08-01 52.5007712741577
2007-09-01 52.8515299126772
2007-10-01 53.0154247416397
2007-11-01 53.0579975168685
2007-12-01 53.0681561459272
2008-01-01 52.8964620162113
2008-02-01 52.8684740996745
2008-03-01 52.8649528909995
2008-04-01 52.2198410258751
2008-05-01 52.1218494600409
2008-06-01 52.1816982823381
2008-07-01 51.9506115312650
2008-08-01 51.9091260298164
2008-09-01 52.0811456487244
2008-10-01 51.5651330366702
2008-11-01 51.4180367551958
2008-12-01 51.7518423583783
2009-01-01 51.1488100058367
2009-02-01 50.6314260924191
2009-03-01 50.5926956091258
2009-04-01 50.3352502587549
2009-05-01 50.2236543563535
2009-06-01 50.0789809372682
2009-07-01 50.1202193254541
2009-08-01 49.9109443064085
2009-09-01 49.8972105024820
2009-10-01 50.1608621953553
2009-11-01 50.2129895987868
2009-12-01 50.1595601906999
2010-01-01 49.9875298683330
2010-02-01 49.5800534702446
2010-03-01 49.9161227274657
2010-04-01 50.1241157500610
2010-05-01 50.6073375613979
2010-06-01 50.6258160280539
2010-07-01 50.6170165287036
2010-08-01 50.6114097985597
2010-09-01 50.3868531238652
2010-10-01 50.3595765445596
2010-11-01 50.1877266297051
2010-12-01 50.4439951594824
2011-01-01 50.9502683243891
2011-02-01 51.3338437912735
2011-03-01 51.3516191672666
2011-04-01 51.8160748711497
2011-05-01 51.9876613231255
2011-06-01 51.7258521044416
2011-07-01 51.4221245729170
2011-08-01 51.1709017835355
2011-09-01 51.0510391351318
2011-10-01 51.2466465143819
2011-11-01 51.3501221512293
2011-12-01 51.4116813897778
2012-01-01 51.4425098114388
2012-02-01 51.3806685302265
2012-03-01 51.2700843359400
2012-04-01 51.2376826314028
2012-05-01 51.1578547795534
2012-06-01 51.3412330811826
2012-07-01 51.5131635284635
2012-08-01 51.7300897687329
2012-09-01 51.9946159479273
2012-10-01 51.9252886455008
2012-11-01 51.7903792581226
2012-12-01 51.7643455157880
2013-01-01 51.8679935925854
2013-02-01 51.7459903333583
2013-03-01 51.8844372208134
2013-04-01 51.6987237452690
2013-05-01 51.0437346708785
2013-06-01 51.4501581579825
2013-07-01 51.4754288679160
2013-08-01 51.7661995923152
2013-09-01 51.9244019989864
2013-10-01 52.0109556838921
2013-11-01 52.1400667803788
2013-12-01 52.2376143060056
2014-01-01 51.6911665584315
2014-02-01 51.9222798614646
2014-03-01 51.9810775340200
2014-04-01 52.0802906249408
2014-05-01 52.1469503636608
2014-06-01 51.9380867753832
2014-07-01 52.0008444539169
2014-08-01 52.3947303231174
2014-09-01 52.0857177025543
2014-10-01 52.1043034245988
2014-11-01 52.0990735642073
2014-12-01 52.2360741161921
2015-01-01 52.0120694662427
2015-02-01 52.1978386425156
2015-03-01 52.1637642192997
2015-04-01 52.3949377084013
2015-05-01 52.6473930266397
2015-06-01 52.6870212925678
2015-07-01 52.8971509623326
2015-08-01 52.7945990823160
2015-09-01 53.0759522030642
2015-10-01 53.2093331455598
2015-11-01 53.4763757099975
2015-12-01 53.5630153028753
2016-01-01 53.5138247315294
2016-02-01 53.7498302009405
2016-03-01 53.9369921728822
2016-04-01 54.2066033066933
2016-05-01 54.3652410298987
2016-06-01 54.4054724123411
2016-07-01 54.3929295888985
2016-08-01 54.4123348285508
2016-09-01 54.6914097460260
2016-10-01 54.7166312834504
2016-11-01 54.4609809919387
2016-12-01 54.7130003045721
2017-01-01 54.9972866278030
2017-02-01 55.0874302757959
2017-03-01 55.0874603179094
2017-04-01 55.2411496305742
2017-05-01 54.9734936061043
2017-06-01 55.2012971075202
2017-07-01 55.4099832001530
2017-08-01 55.5097382144506
2017-09-01 55.4287423976689
2017-10-01 55.4148484011447
2017-11-01 55.3504056153536
2017-12-01 55.4919085378065
2018-01-01 55.5655840377938
2018-02-01 55.5289277458955
2018-03-01 55.6234605979256
2018-04-01 55.3546303377798
2018-05-01 55.5876625229768
2018-06-01 55.7006815868719
2018-07-01 55.9388618759990
2018-08-01 56.0076178723632
2018-09-01 55.8853642809123
2018-10-01 55.8851189241161
2018-11-01 56.1287878291094
2018-12-01 56.4621887332735
2019-01-01 56.7672620908124
2019-02-01 56.7787270071012
2019-03-01 57.2602525633111
2019-04-01 56.8446071492574
2019-05-01 56.5739689073003
2019-06-01 57.0315063382031
2019-07-01 56.8816399931385
2019-08-01 56.9113632848818
2019-09-01 57.3339505338896
2019-10-01 57.3379947443695
2019-11-01 57.5105623122347
2019-12-01 57.4142114887857
2020-01-01 57.4038559432082
2020-02-01 57.4363819115626
2020-03-01 57.2879070227492
2020-04-01 49.0416273962736
2020-05-01 49.4160391995163
2020-06-01 51.1009306626946
2020-07-01 52.7636739358188
2020-08-01 53.4179755067410
2020-09-01 53.2863702090689
2020-10-01 54.1422764043720
2020-11-01 54.2523701899488
2020-12-01 53.9575996123322
2021-01-01 54.3602422236331
2021-02-01 54.5022609469263
2021-03-01 54.9125169169808
2021-04-01 55.4556737529352
2021-05-01 55.6045880685994
2021-06-01 55.9848229784718
2021-07-01 56.2372697832020
2021-08-01 56.1591948906640
2021-09-01 56.1922784271220
2021-10-01 56.7016378042551
2021-11-01 56.7501207710652
2021-12-01 56.7432278650376
2022-01-01 56.3542868465219
2022-02-01 57.0703577233624
2022-03-01 57.1234455206827
2022-04-01 57.2854856892193
2022-05-01 57.3056815562291
2022-06-01 57.1140978686544
2022-07-01 57.3797310488888
2022-08-01 57.3822970701140
2022-09-01 57.7999363366194
2022-10-01 57.7933171461848
2022-11-01 57.8617218106085
2022-12-01 58.1049320248950
2023-01-01 58.2422482921729
2023-02-01 58.4516766935171
2023-03-01 58.5395374419325
2023-04-01 58.5698385501643
2023-05-01 58.5027413287787
2023-06-01 58.4361428172119
2023-07-01 58.5249644188744
2023-08-01 58.3803303871063
2023-09-01 58.8899479214583
2023-10-01 58.3091613129540
2023-11-01 58.3781040060011
2023-12-01 58.4494937606031
2024-01-01 58.3878586183259
2024-02-01 58.6673513530791
2024-03-01 58.8697130760311
2024-04-01 58.5972622300920
2024-05-01 58.1107181706291
2024-06-01 58.4163764349724
2024-07-01 58.4524864883488
2024-08-01 58.6731026610370
2024-09-01 58.5770951365668
2024-10-01 58.6299183271715
2024-11-01 58.3711286107002
2024-12-01 58.5994555791309
2025-01-01 58.0081708039860
2025-02-01 58.4861867744207
2025-03-01 58.8408860565083
2025-04-01 58.6507944726772
2025-05-01 58.6125028888807
2025-06-01 58.8998967185571
2025-07-01 58.6844326463475
2025-08-01 58.8459816048841
2025-09-01 58.7656798262463
2025-10-01 58.8356255883250
2025-11-01 59.1515040462238
2025-12-01 59.0605387702562
2026-01-01 59.1278965070542
2026-02-01 58.5215563000361
2026-03-01 58.9247402063547
2026-04-01 58.8893243718608
2026-05-01 59.4261174975010

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