Table Data - All Employees: Professional and Business Services: Employment Services in Los Angeles-Long Beach-Anaheim, CA (MSA)

Title All Employees: Professional and Business Services: Employment Services in Los Angeles-Long Beach-Anaheim, CA (MSA)
Series ID SMU06310806056130001SA
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 2026-08-01
Last Updated 2026-09-18 10:56 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
1990-01-01 115.9613912413
1990-02-01 115.3853862224
1990-03-01 114.7461837686
1990-04-01 110.8002151342
1990-05-01 111.2174352335
1990-06-01 110.6487482810
1990-07-01 109.9778318931
1990-08-01 109.0197475387
1990-09-01 109.3425659330
1990-10-01 104.0057480241
1990-11-01 103.9646811639
1990-12-01 101.5388680380
1991-01-01 97.3002191737
1991-02-01 95.4157512720
1991-03-01 93.2910420679
1991-04-01 94.9712541208
1991-05-01 93.0414294686
1991-06-01 93.0120241134
1991-07-01 90.3337422232
1991-08-01 89.8439521798
1991-09-01 90.2086904967
1991-10-01 91.3284439525
1991-11-01 90.7530349951
1991-12-01 90.5393128927
1992-01-01 90.7846622286
1992-02-01 91.2449886685
1992-03-01 91.0353031029
1992-04-01 94.8670756528
1992-05-01 95.5372162951
1992-06-01 96.6264185289
1992-07-01 99.2897424169
1992-08-01 100.9521721441
1992-09-01 101.2446627200
1992-10-01 104.3891486984
1992-11-01 105.1431689870
1992-12-01 105.7520912892
1993-01-01 115.8521311231
1993-02-01 117.8980169974
1993-03-01 115.7419201473
1993-04-01 113.3784352282
1993-05-01 115.0379660457
1993-06-01 114.6493602926
1993-07-01 117.8445898959
1993-08-01 118.6640389981
1993-09-01 119.2588291544
1993-10-01 107.9253292102
1993-11-01 108.7920698848
1993-12-01 110.2985058668
1994-01-01 115.3984144911
1994-02-01 119.7260905951
1994-03-01 119.1729472133
1994-04-01 117.9571955376
1994-05-01 119.2474734407
1994-06-01 119.5421433057
1994-07-01 119.7805687438
1994-08-01 119.5421455041
1994-09-01 121.2008635864
1994-10-01 124.9449260827
1994-11-01 126.7560260515
1994-12-01 129.6829702803
1995-01-01 126.0427806870
1995-02-01 129.2390016008
1995-03-01 128.5407621406
1995-04-01 130.1893809910
1995-05-01 130.6965444076
1995-06-01 131.9585156250
1995-07-01 127.8637035197
1995-08-01 130.1821470255
1995-09-01 131.1208834035
1995-10-01 128.5580152574
1995-11-01 128.9556473986
1995-12-01 130.0258958169
1996-01-01 133.0256262277
1996-02-01 133.9101094292
1996-03-01 135.3110040515
1996-04-01 138.4686648209
1996-05-01 138.9466359778
1996-06-01 141.3188007094
1996-07-01 147.0969312454
1996-08-01 146.1400416469
1996-09-01 146.7338852319
1996-10-01 148.5030606342
1996-11-01 150.3730682216
1996-12-01 153.4195719080
1997-01-01 143.8008407872
1997-02-01 145.6121372666
1997-03-01 146.1979203694
1997-04-01 147.0701742838
1997-05-01 148.3696728986
1997-06-01 151.8600698471
1997-07-01 151.6623178174
1997-08-01 153.5458222961
1997-09-01 155.8455816238
1997-10-01 155.7749498225
1997-11-01 157.0802073032
1997-12-01 158.6361701812
1998-01-01 162.3184443829
1998-02-01 164.5899612890
1998-03-01 165.1848385748
1998-04-01 166.2946222576
1998-05-01 169.1861508490
1998-06-01 168.1816965132
1998-07-01 168.4862233856
1998-08-01 171.8411540957
1998-09-01 169.9528724312
1998-10-01 167.5642428752
1998-11-01 168.5488587179
1998-12-01 170.4391242987
1999-01-01 153.6872245460
1999-02-01 154.9638070719
1999-03-01 156.7643196566
1999-04-01 169.8094087464
1999-05-01 169.4804799243
1999-06-01 169.6816846439
1999-07-01 174.5818604389
1999-08-01 175.1667450931
1999-09-01 176.4820724932
1999-10-01 181.8046065368
1999-11-01 182.8949774155
1999-12-01 186.9133182851
2000-01-01 182.8778611728
2000-02-01 184.0552741986
2000-03-01 185.2461088493
2000-04-01 192.1433133473
2000-05-01 190.0945597099
2000-06-01 191.5992301162
2000-07-01 191.8936097950
2000-08-01 190.3162443295
2000-09-01 190.9025306793
2000-10-01 193.1874727572
2000-11-01 191.5598240418
2000-12-01 190.9499666927
2001-01-01 190.1544242302
2001-02-01 190.0928931221
2001-03-01 188.5148772346
2001-04-01 180.1377028226
2001-05-01 180.4708987791
2001-06-01 177.6943859016
2001-07-01 176.4593835412
2001-08-01 175.8627228226
2001-09-01 178.5089779905
2001-10-01 168.6575628788
2001-11-01 165.5980529010
2001-12-01 166.5655875026
2002-01-01 168.4520745218
2002-02-01 167.0057165910
2002-03-01 167.2744351961
2002-04-01 169.2464480272
2002-05-01 170.9584594061
2002-06-01 171.2979238195
2002-07-01 167.6288445370
2002-08-01 167.8291307134
2002-09-01 169.1903843067
2002-10-01 168.0570903413
2002-11-01 168.3723793508
2002-12-01 170.8901029048
2003-01-01 163.6470263410
2003-02-01 162.9779707707
2003-03-01 162.1559228108
2003-04-01 160.4497284263
2003-05-01 159.6002401027
2003-06-01 159.9503766341
2003-07-01 161.6163168938
2003-08-01 162.7791791506
2003-09-01 161.6509240655
2003-10-01 162.9012836552
2003-11-01 163.2623060685
2003-12-01 164.5409359197
2004-01-01 164.8192222171
2004-02-01 165.5981913306
2004-03-01 166.1023694634
2004-04-01 165.1157174818
2004-05-01 165.6881630701
2004-06-01 166.2406634722
2004-07-01 168.6831197145
2004-08-01 166.1154360283
2004-09-01 163.1960794722
2004-10-01 165.3697126908
2004-11-01 166.4675940867
2004-12-01 167.0467792245
2005-01-01 167.1110117431
2005-02-01 167.9194962932
2005-03-01 167.1328752376
2005-04-01 171.0819485419
2005-05-01 168.2996012253
2005-06-01 167.8501789379
2005-07-01 167.9724329428
2005-08-01 169.1160204328
2005-09-01 170.0815968048
2005-10-01 169.4301701036
2005-11-01 168.4016805364
2005-12-01 170.6331187559
2006-01-01 175.4066774363
2006-02-01 176.9280026605
2006-03-01 179.2757136828
2006-04-01 182.9134765735
2006-05-01 184.4862135593
2006-06-01 186.2378532428
2006-07-01 186.9675174076
2006-08-01 187.0970498976
2006-09-01 186.5650542446
2006-10-01 187.9914299847
2006-11-01 186.4752512960
2006-12-01 185.0129091043
2007-01-01 180.9832189226
2007-02-01 183.2862354141
2007-03-01 184.8516303353
2007-04-01 178.0470195056
2007-05-01 176.4990401020
2007-06-01 175.6168090643
2007-07-01 173.1533411445
2007-08-01 172.2374710942
2007-09-01 172.1621741253
2007-10-01 170.7004971842
2007-11-01 169.9339045328
2007-12-01 170.6357218733
2008-01-01 159.0769356227
2008-02-01 159.5719811864
2008-03-01 158.4745998500
2008-04-01 156.4778889357
2008-05-01 153.6905520304
2008-06-01 152.4527116660
2008-07-01 152.0970191156
2008-08-01 150.7674210504
2008-09-01 146.1975044218
2008-10-01 140.3588490475
2008-11-01 135.8565690367
2008-12-01 132.7365257860
2009-01-01 128.5071018238
2009-02-01 125.6814711520
2009-03-01 123.5101172815
2009-04-01 120.2074016260
2009-05-01 119.0997745131
2009-06-01 117.0353103545
2009-07-01 116.2733798906
2009-08-01 116.6352601229
2009-09-01 115.3842612777
2009-10-01 117.3413796310
2009-11-01 118.3086530003
2009-12-01 120.7698274923
2010-01-01 123.3800988310
2010-02-01 123.4935791441
2010-03-01 123.9530363676
2010-04-01 126.3100400579
2010-05-01 127.8294026035
2010-06-01 128.9427391991
2010-07-01 129.6977774833
2010-08-01 130.9393864758
2010-09-01 129.0528907298
2010-10-01 135.6525676069
2010-11-01 133.2057876266
2010-12-01 133.2386433332
2011-01-01 133.4292662474
2011-02-01 134.4536990777
2011-03-01 132.9312622030
2011-04-01 133.5654734407
2011-05-01 133.6176866194
2011-06-01 134.4096564199
2011-07-01 134.6354101224
2011-08-01 133.3254420593
2011-09-01 134.9605028144
2011-10-01 135.4609977158
2011-11-01 133.9609045948
2011-12-01 136.1448337432
2012-01-01 138.0571757271
2012-02-01 142.6717991890
2012-03-01 145.5494803905
2012-04-01 146.8543506637
2012-05-01 147.4394920730
2012-06-01 151.2356730532
2012-07-01 147.0242793105
2012-08-01 147.0909136797
2012-09-01 148.4477380349
2012-10-01 149.3730508870
2012-11-01 152.1743828796
2012-12-01 152.2415954495
2013-01-01 152.3397471661
2013-02-01 153.3580353528
2013-03-01 153.8814287903
2013-04-01 155.3861226374
2013-05-01 156.7869141236
2013-06-01 156.2376875674
2013-07-01 154.9564458816
2013-08-01 158.8126154442
2013-09-01 158.7914427578
2013-10-01 158.5928233291
2013-11-01 163.5549329592
2013-12-01 161.5634565331
2014-01-01 161.9742973265
2014-02-01 158.5390761042
2014-03-01 158.2445602521
2014-04-01 157.8676348067
2014-05-01 158.7390099853
2014-06-01 157.7132015588
2014-07-01 160.2461783409
2014-08-01 159.9360331026
2014-09-01 160.1021519122
2014-10-01 159.9020859724
2014-11-01 158.8897949245
2014-12-01 158.8590218334
2015-01-01 158.3380368192
2015-02-01 158.4677126843
2015-03-01 160.2687495352
2015-04-01 160.0920875060
2015-05-01 160.9878663823
2015-06-01 161.4706562648
2015-07-01 161.8369273666
2015-08-01 161.6868274936
2015-09-01 162.3516476789
2015-10-01 165.4324981615
2015-11-01 162.6471653159
2015-12-01 163.9354313477
2016-01-01 164.2908158290
2016-02-01 164.5883002227
2016-03-01 161.9791261328
2016-04-01 164.9287806006
2016-05-01 163.9177013199
2016-06-01 164.2244611463
2016-07-01 162.7925195448
2016-08-01 160.7226422292
2016-09-01 163.9334221464
2016-10-01 165.5931328104
2016-11-01 166.2626889932
2016-12-01 165.6395387813
2017-01-01 164.4972286380
2017-02-01 165.2758586460
2017-03-01 166.8501130212
2017-04-01 161.0594855779
2017-05-01 164.1275310495
2017-06-01 164.1710263528
2017-07-01 170.7315252933
2017-08-01 170.4928104872
2017-09-01 173.8450705768
2017-10-01 170.8349200519
2017-11-01 170.5871553085
2017-12-01 171.8940598148
2018-01-01 170.8621696330
2018-02-01 171.6354081645
2018-03-01 173.9780310246
2018-04-01 175.5244116664
2018-05-01 175.7827000601
2018-06-01 177.0340479963
2018-07-01 178.0966436861
2018-08-01 178.6437876991
2018-09-01 178.0178335042
2018-10-01 179.0971565424
2018-11-01 180.3542437196
2018-12-01 181.2034339925
2019-01-01 181.6477392896
2019-02-01 182.9175688664
2019-03-01 185.0510029553
2019-04-01 184.7883967584
2019-05-01 185.9400573372
2019-06-01 187.6045610793
2019-07-01 184.7924970427
2019-08-01 185.7821354496
2019-09-01 183.8405555560
2019-10-01 180.2226671305
2019-11-01 180.4053019921
2019-12-01 177.7408388132
2020-01-01 178.6510356634
2020-02-01 175.9064307301
2020-03-01 170.1130774730
2020-04-01 132.1384100097
2020-05-01 136.3930796341
2020-06-01 141.7186373616
2020-07-01 148.6295420089
2020-08-01 150.5916969443
2020-09-01 152.3286827413
2020-10-01 157.8313889311
2020-11-01 161.9674683698
2020-12-01 163.3735406689
2021-01-01 172.8100437096
2021-02-01 177.3908751089
2021-03-01 179.8742611884
2021-04-01 178.4466166976
2021-05-01 177.9763997554
2021-06-01 175.3657403476
2021-07-01 176.7229236896
2021-08-01 175.3638136151
2021-09-01 175.7804420800
2021-10-01 185.0438132694
2021-11-01 186.0821182015
2021-12-01 185.3557979857
2022-01-01 183.7251759371
2022-02-01 186.6517585213
2022-03-01 186.1088426088
2022-04-01 191.9331248598
2022-05-01 191.3499588742
2022-06-01 189.7653225063
2022-07-01 190.8072550279
2022-08-01 188.3432456017
2022-09-01 189.5971655341
2022-10-01 188.0095725290
2022-11-01 184.0539005432
2022-12-01 181.0338676499
2023-01-01 176.9750087433
2023-02-01 172.4083028148
2023-03-01 169.6056480759
2023-04-01 168.7826583027
2023-05-01 167.7112075237
2023-06-01 166.3333180100
2023-07-01 163.0582757920
2023-08-01 162.4254022669
2023-09-01 161.3491605719
2023-10-01 158.3018178437
2023-11-01 156.8256804758
2023-12-01 156.8179182450
2024-01-01 160.8800687281
2024-02-01 159.5954311573
2024-03-01 160.9417937447
2024-04-01 158.4844942569
2024-05-01 158.8549697531
2024-06-01 158.7412453661
2024-07-01 152.6861485152
2024-08-01 158.6016864268
2024-09-01 156.9690230727
2024-10-01 157.0418048804
2024-11-01 157.3466011158
2024-12-01 157.1915565158
2025-01-01 156.6672101137
2025-02-01 156.7835113704
2025-03-01 158.8840735652
2025-04-01 156.8127650047
2025-05-01 156.2443444662
2025-06-01 153.7639599804
2025-07-01 151.0495166994
2025-08-01 155.7453455237
2025-09-01 156.6321520601
2025-10-01 156.5593760761
2025-11-01 155.5387589742
2025-12-01 157.0321580939
2026-01-01 156.4876724929
2026-02-01 155.3212837817
2026-03-01 155.1155914290
2026-04-01 155.8061213569
2026-05-01 155.2073302246
2026-06-01 155.7679451073
2026-07-01 153.3869938318
2026-08-01 153.1997435548

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