Table Data - All Employees: Professional and Business Services in Richmond, VA (MSA)

Title All Employees: Professional and Business Services in Richmond, VA (MSA)
Series ID RICH051PBSV
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 2026-08-01
Last Updated 2026-09-18 12:16 PM 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 64.9834506633
1990-02-01 65.6096498798
1990-03-01 65.6581161599
1990-04-01 66.6416436607
1990-05-01 66.9043471842
1990-06-01 66.5625238524
1990-07-01 65.2232131976
1990-08-01 65.5277202428
1990-09-01 65.5779439049
1990-10-01 64.8505809554
1990-11-01 65.1065091328
1990-12-01 64.8956159851
1991-01-01 64.4644288705
1991-02-01 64.0514332566
1991-03-01 64.0593235369
1991-04-01 62.3926957525
1991-05-01 63.0230960105
1991-06-01 63.0204680744
1991-07-01 63.8550905241
1991-08-01 64.3971148100
1991-09-01 64.4228729812
1991-10-01 63.1742901075
1991-11-01 62.9648189710
1991-12-01 63.0327083741
1992-01-01 63.1901453344
1992-02-01 62.9742088540
1992-03-01 62.9916401779
1992-04-01 62.9601146980
1992-05-01 63.8463948454
1992-06-01 63.8245157790
1992-07-01 64.0947228996
1992-08-01 64.0775892477
1992-09-01 63.9104792033
1992-10-01 64.7767493101
1992-11-01 65.1310058955
1992-12-01 65.8708204224
1993-01-01 64.6426257506
1993-02-01 65.2045522886
1993-03-01 65.0111906802
1993-04-01 66.2571190125
1993-05-01 66.1270858652
1993-06-01 66.8219551536
1993-07-01 66.3615636241
1993-08-01 66.7348563411
1993-09-01 67.1925127368
1993-10-01 68.1034933419
1993-11-01 68.1817950984
1993-12-01 68.7155761350
1994-01-01 69.5645533795
1994-02-01 69.7193147714
1994-03-01 70.5486290720
1994-04-01 70.3208730038
1994-05-01 70.4176691238
1994-06-01 70.4150512671
1994-07-01 71.6297484721
1994-08-01 71.6686397125
1994-09-01 73.3378355798
1994-10-01 72.5648333662
1994-11-01 72.8697366934
1994-12-01 73.2950122940
1995-01-01 73.6089206216
1995-02-01 73.6957623162
1995-03-01 74.0980934567
1995-04-01 74.4726061758
1995-05-01 74.8540568415
1995-06-01 75.4314896403
1995-07-01 74.8960126405
1995-08-01 75.8011618592
1995-09-01 75.8368179489
1995-10-01 76.1093769489
1995-11-01 76.3711371016
1995-12-01 78.0781522652
1996-01-01 76.6383821385
1996-02-01 77.7832879997
1996-03-01 78.8023324773
1996-04-01 77.8936329784
1996-05-01 78.5097270054
1996-06-01 78.5313216403
1996-07-01 76.1301880263
1996-08-01 76.8074829749
1996-09-01 76.7090535055
1996-10-01 78.8064285058
1996-11-01 78.8211700748
1996-12-01 78.9732393351
1997-01-01 79.3934878634
1997-02-01 79.6579255267
1997-03-01 79.7515911274
1997-04-01 79.8132900419
1997-05-01 79.8082144330
1997-06-01 80.0043173041
1997-07-01 81.2093987708
1997-08-01 81.2748776430
1997-09-01 81.8851965821
1997-10-01 82.2047444826
1997-11-01 82.6519932545
1997-12-01 83.0286569020
1998-01-01 84.3696615114
1998-02-01 84.2172432003
1998-03-01 84.7603321626
1998-04-01 86.6036944234
1998-05-01 86.6914048589
1998-06-01 86.9198591612
1998-07-01 87.4476298335
1998-08-01 87.7099981998
1998-09-01 88.3110196279
1998-10-01 88.1805809457
1998-11-01 88.0031587043
1998-12-01 88.1624658558
1999-01-01 88.3689299575
1999-02-01 89.4400700829
1999-03-01 89.3740554179
1999-04-01 87.9013188164
1999-05-01 87.3699529216
1999-06-01 87.7189804512
1999-07-01 87.2986329276
1999-08-01 87.5429712647
1999-09-01 87.3952569086
1999-10-01 87.1481749761
1999-11-01 87.6654362909
1999-12-01 86.9312277305
2000-01-01 89.0353203035
2000-02-01 90.0690664955
2000-03-01 90.4214043358
2000-04-01 91.1264580708
2000-05-01 91.4615304700
2000-06-01 91.6798928444
2000-07-01 91.4482948848
2000-08-01 90.7437094945
2000-09-01 92.0117786590
2000-10-01 91.8420108850
2000-11-01 91.8658569303
2000-12-01 91.7555807167
2001-01-01 90.7948635545
2001-02-01 90.0980414476
2001-03-01 90.0161513945
2001-04-01 89.3166670557
2001-05-01 89.4272610713
2001-06-01 89.4292692738
2001-07-01 89.1747544546
2001-08-01 88.8310021684
2001-09-01 87.7649774577
2001-10-01 87.0460677325
2001-11-01 87.1818706670
2001-12-01 87.3219662725
2002-01-01 87.2050947585
2002-02-01 87.7356476869
2002-03-01 87.9362552198
2002-04-01 87.5633011649
2002-05-01 87.4951868761
2002-06-01 87.0862356832
2002-07-01 86.9771287410
2002-08-01 86.6463282492
2002-09-01 87.1011763716
2002-10-01 85.5817885621
2002-11-01 86.0554153445
2002-12-01 85.5778977972
2003-01-01 82.2233458301
2003-02-01 81.2024548088
2003-03-01 81.9329929918
2003-04-01 82.8539556346
2003-05-01 83.0323716431
2003-06-01 83.1271838938
2003-07-01 83.2423045998
2003-08-01 83.4013131791
2003-09-01 83.6744630393
2003-10-01 83.8820567509
2003-11-01 84.0955206775
2003-12-01 84.5214565518
2004-01-01 84.9561235590
2004-02-01 84.7463097042
2004-03-01 84.8326859936
2004-04-01 85.4707856632
2004-05-01 86.0872108215
2004-06-01 86.7780683610
2004-07-01 87.5070306565
2004-08-01 88.2141662072
2004-09-01 88.3029990720
2004-10-01 89.4073698736
2004-11-01 89.7669817859
2004-12-01 90.9464699680
2005-01-01 90.0887491233
2005-02-01 90.4445506299
2005-03-01 90.5782484675
2005-04-01 91.5156239238
2005-05-01 91.6656077062
2005-06-01 91.9012216546
2005-07-01 92.6334663836
2005-08-01 92.4026925523
2005-09-01 92.9128253421
2005-10-01 93.2951685569
2005-11-01 93.3780457351
2005-12-01 93.4194803989
2006-01-01 93.3162276279
2006-02-01 93.2819549336
2006-03-01 93.2118735580
2006-04-01 92.8604475900
2006-05-01 93.6333659379
2006-06-01 93.8233569571
2006-07-01 94.0522962313
2006-08-01 94.6583115295
2006-09-01 95.4874774693
2006-10-01 96.4057699920
2006-11-01 96.9736177495
2006-12-01 97.4323849167
2007-01-01 96.9607383236
2007-02-01 97.3298476538
2007-03-01 97.7206709638
2007-04-01 97.4441322265
2007-05-01 97.2380394759
2007-06-01 98.2329719566
2007-07-01 98.1431410707
2007-08-01 98.2648080433
2007-09-01 98.5451958959
2007-10-01 98.1186768296
2007-11-01 97.8973153890
2007-12-01 98.3531167589
2008-01-01 99.4335019004
2008-02-01 99.7074679258
2008-03-01 99.7285019079
2008-04-01 99.4277949263
2008-05-01 99.0609875268
2008-06-01 99.2815275112
2008-07-01 98.4778821351
2008-08-01 98.4631835398
2008-09-01 97.4438704277
2008-10-01 97.2179597019
2008-11-01 96.3450125900
2008-12-01 95.7361253178
2009-01-01 95.1631861353
2009-02-01 94.4752726868
2009-03-01 93.9967838482
2009-04-01 92.2238078932
2009-05-01 91.7421306923
2009-06-01 91.1206436825
2009-07-01 90.7919181764
2009-08-01 90.4419178087
2009-09-01 90.2574371261
2009-10-01 90.2173369288
2009-11-01 90.2702208778
2009-12-01 90.6290672890
2010-01-01 90.3546963410
2010-02-01 90.0914933667
2010-03-01 90.6291762104
2010-04-01 91.5759912409
2010-05-01 91.8187772792
2010-06-01 92.0462564652
2010-07-01 92.7749947666
2010-08-01 92.9592765854
2010-09-01 93.1447646177
2010-10-01 93.1757110788
2010-11-01 92.8369718896
2010-12-01 93.6704628595
2011-01-01 94.8815010675
2011-02-01 95.3352619411
2011-03-01 96.2417640709
2011-04-01 96.4871439665
2011-05-01 96.2660054715
2011-06-01 95.7043409053
2011-07-01 96.2191231527
2011-08-01 96.1301359322
2011-09-01 96.3815925213
2011-10-01 96.1517164720
2011-11-01 96.5124916719
2011-12-01 95.3076273261
2012-01-01 96.7484485737
2012-02-01 97.4829075750
2012-03-01 97.4801064458
2012-04-01 98.0758499348
2012-05-01 98.1752691088
2012-06-01 99.1078924785
2012-07-01 99.2465647668
2012-08-01 99.7968612095
2012-09-01 99.9027985900
2012-10-01 99.6122630148
2012-11-01 97.9559568184
2012-12-01 98.2979987300
2013-01-01 99.3328306344
2013-02-01 99.5939492424
2013-03-01 100.1927313294
2013-04-01 98.8884287478
2013-05-01 98.8094510284
2013-06-01 98.9403376052
2013-07-01 99.7690580415
2013-08-01 100.7036699746
2013-09-01 99.9361165691
2013-10-01 99.5118148729
2013-11-01 102.7106233659
2013-12-01 102.2218960492
2014-01-01 101.4391016645
2014-02-01 100.0170484028
2014-03-01 100.6814411479
2014-04-01 101.4748141967
2014-05-01 102.2880229466
2014-06-01 102.2621507880
2014-07-01 101.8976405230
2014-08-01 101.8268497760
2014-09-01 101.5994659505
2014-10-01 102.1700971276
2014-11-01 105.2476414490
2014-12-01 105.8115831390
2015-01-01 105.6369061756
2015-02-01 104.7219631129
2015-03-01 105.4757159096
2015-04-01 106.6739936864
2015-05-01 107.9182357521
2015-06-01 108.4846993008
2015-07-01 108.5979912370
2015-08-01 108.8851287917
2015-09-01 110.3172108214
2015-10-01 112.0959275835
2015-11-01 114.4053149688
2015-12-01 115.4106761240
2016-01-01 112.2634743030
2016-02-01 111.9068710183
2016-03-01 111.8612571347
2016-04-01 112.3570974358
2016-05-01 111.6297471907
2016-06-01 111.1413054283
2016-07-01 111.2340383155
2016-08-01 111.2951582715
2016-09-01 112.6865093716
2016-10-01 112.9955626685
2016-11-01 113.4795258234
2016-12-01 116.1292537326
2017-01-01 112.9756205665
2017-02-01 114.2890244091
2017-03-01 114.3450823456
2017-04-01 113.7272086275
2017-05-01 114.2048394417
2017-06-01 114.9600629179
2017-07-01 114.4124546441
2017-08-01 114.3390136280
2017-09-01 114.8032073552
2017-10-01 113.9622332489
2017-11-01 114.1982902946
2017-12-01 115.1875830311
2018-01-01 115.1645273878
2018-02-01 115.7800557135
2018-03-01 115.8125211933
2018-04-01 115.5500581682
2018-05-01 116.2161518019
2018-06-01 116.5081632581
2018-07-01 116.6210487402
2018-08-01 117.1044608169
2018-09-01 116.3355352936
2018-10-01 117.1009385561
2018-11-01 117.3371548503
2018-12-01 116.6961364778
2019-01-01 116.0891893557
2019-02-01 116.8900189554
2019-03-01 117.0087908001
2019-04-01 117.3590490424
2019-05-01 117.3630671429
2019-06-01 117.8924941364
2019-07-01 118.2522398318
2019-08-01 118.6094676692
2019-09-01 119.0661166982
2019-10-01 119.0276878471
2019-11-01 120.1898386921
2019-12-01 119.0190000025
2020-01-01 118.9116649290
2020-02-01 118.4536058351
2020-03-01 118.2143804194
2020-04-01 111.7276485788
2020-05-01 111.8909320773
2020-06-01 111.3940198710
2020-07-01 111.7508073808
2020-08-01 111.7070035182
2020-09-01 111.3652006338
2020-10-01 112.9924652902
2020-11-01 112.2872632759
2020-12-01 113.2524639647
2021-01-01 114.2492990903
2021-02-01 114.5881298274
2021-03-01 115.6955104865
2021-04-01 116.0207038878
2021-05-01 116.1635887192
2021-06-01 116.7526526292
2021-07-01 117.9150010845
2021-08-01 118.4532167271
2021-09-01 119.3160687397
2021-10-01 121.4742717147
2021-11-01 121.4995002523
2021-12-01 122.1406916455
2022-01-01 121.9822813249
2022-02-01 123.8203256736
2022-03-01 123.4453776738
2022-04-01 123.9610350771
2022-05-01 122.8577998572
2022-06-01 123.0101282565
2022-07-01 124.2682509670
2022-08-01 124.3708190283
2022-09-01 124.1887385302
2022-10-01 123.4631100097
2022-11-01 121.8851335193
2022-12-01 122.5038096058
2023-01-01 123.3370488855
2023-02-01 123.0119175504
2023-03-01 122.6646645904
2023-04-01 122.6878422235
2023-05-01 122.7794843857
2023-06-01 123.2503499498
2023-07-01 122.5034850503
2023-08-01 122.6209617388
2023-09-01 123.0935519217
2023-10-01 122.4256465240
2023-11-01 122.6231709341
2023-12-01 123.5177179893
2024-01-01 124.3125632290
2024-02-01 124.6685007741
2024-03-01 125.0706064880
2024-04-01 124.7701087199
2024-05-01 125.2020806279
2024-06-01 125.2605487263
2024-07-01 124.8669604784
2024-08-01 124.7889237052
2024-09-01 124.7090008908
2024-10-01 125.2582345801
2024-11-01 124.6423701936
2024-12-01 124.0157279962
2025-01-01 125.2008869512
2025-02-01 125.4533685135
2025-03-01 125.8052917609
2025-04-01 125.6832754207
2025-05-01 126.1571104615
2025-06-01 125.5304579041
2025-07-01 125.7353120919
2025-08-01 125.7738098137
2025-09-01 125.4994812485
2025-10-01 124.7049513325
2025-11-01 125.1009946748
2025-12-01 124.5510924001
2026-01-01 123.8482879904
2026-02-01 123.3155694973
2026-03-01 122.9993596068
2026-04-01 123.6425666868
2026-05-01 123.0701754041
2026-06-01 124.0823985087
2026-07-01 123.3276466513
2026-08-01 123.0792849500

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