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

Title All Employees: Professional and Business Services: Employment Services in Los Angeles-Long Beach-Glendale, CA (MD)
Series ID SMU06310846056130001SA
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 2025-12-01
Last Updated 2026-01-28 3:32 AM 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 85.5059867997743
1990-02-01 84.6608596285187
1990-03-01 84.6034677013893
1990-04-01 80.1612680743585
1990-05-01 80.7165064795642
1990-06-01 79.9694716009299
1990-07-01 76.7566180575206
1990-08-01 75.4040024122495
1990-09-01 74.7263788221593
1990-10-01 72.2954630268200
1990-11-01 71.7112689012261
1990-12-01 70.3169404204852
1991-01-01 67.5350536845117
1991-02-01 65.8427758631099
1991-03-01 64.8480513040530
1991-04-01 65.6830610802933
1991-05-01 64.1736504553329
1991-06-01 63.5837987910884
1991-07-01 60.6437372558439
1991-08-01 60.2504318524208
1991-09-01 60.6558487724552
1991-10-01 60.6805598681745
1991-11-01 60.1130366262837
1991-12-01 59.7047748366290
1992-01-01 61.1790474453517
1992-02-01 61.0543700553531
1992-03-01 61.2467004289415
1992-04-01 64.2151067609953
1992-05-01 64.9758926786385
1992-06-01 65.0556635748949
1992-07-01 68.7489609318010
1992-08-01 69.7409814398989
1992-09-01 69.7212897242257
1992-10-01 70.7825193391029
1992-11-01 71.5336051973523
1992-12-01 72.0908454700018
1993-01-01 85.0330242101874
1993-02-01 86.4895906272934
1993-03-01 85.9882102123498
1993-04-01 85.1936205565509
1993-05-01 86.0423387571300
1993-06-01 85.7810866110472
1993-07-01 89.3497557838461
1993-08-01 89.7773587092072
1993-09-01 90.2243942613434
1993-10-01 79.6417248495117
1993-11-01 80.2819750452211
1993-12-01 81.7458362976740
1994-01-01 88.6378478465196
1994-02-01 91.2259178782251
1994-03-01 90.5328947738854
1994-04-01 89.2990847162367
1994-05-01 89.9482695343023
1994-06-01 90.7527577113430
1994-07-01 90.0716528365635
1994-08-01 89.8981126396481
1994-09-01 90.8826223931998
1994-10-01 94.4341771995147
1994-11-01 95.6581181390016
1994-12-01 97.4374027991207
1995-01-01 94.0503810569649
1995-02-01 95.4433221349904
1995-03-01 94.8167526973873
1995-04-01 95.0581211147185
1995-05-01 94.6675386930077
1995-06-01 96.4539936549951
1995-07-01 92.5853269722485
1995-08-01 93.8770018939965
1995-09-01 94.8907669344896
1995-10-01 92.8228479123699
1995-11-01 93.1102520476226
1995-12-01 93.0182515874633
1996-01-01 95.2547196111482
1996-02-01 94.3445752262558
1996-03-01 94.9580544609295
1996-04-01 102.3636523570120
1996-05-01 102.1378934692740
1996-06-01 103.4364643217440
1996-07-01 109.9707771411420
1996-08-01 108.1574156905090
1996-09-01 108.8659813801150
1996-10-01 109.8749624650700
1996-11-01 111.3002639197590
1996-12-01 113.1744383550170
1997-01-01 105.2151927875560
1997-02-01 106.4956573591860
1997-03-01 107.7480523474880
1997-04-01 109.0821273845580
1997-05-01 109.2498578028820
1997-06-01 112.2234339033100
1997-07-01 111.8829503356590
1997-08-01 112.6302431826050
1997-09-01 114.8155204429740
1997-10-01 114.7439193619480
1997-11-01 115.5833869568360
1997-12-01 115.5428059980440
1998-01-01 118.5165635915850
1998-02-01 119.8060302995860
1998-03-01 120.4975859942730
1998-04-01 120.1198164858980
1998-05-01 122.5518534570900
1998-06-01 122.3731270683010
1998-07-01 121.9430464089360
1998-08-01 123.8476756184500
1998-09-01 122.7823571595550
1998-10-01 121.6782385461800
1998-11-01 122.2788788962420
1998-12-01 123.4094087864710
1999-01-01 107.7567295014070
1999-02-01 107.7183435008080
1999-03-01 108.8141953604480
1999-04-01 123.2056630440680
1999-05-01 122.7924455336640
1999-06-01 123.0538639752170
1999-07-01 126.1538533626750
1999-08-01 126.4980451176500
1999-09-01 127.7900905671060
1999-10-01 132.1395481679380
1999-11-01 132.0966104752150
1999-12-01 135.0850967346080
2000-01-01 129.6572061785750
2000-02-01 129.4229532818930
2000-03-01 130.1895034060670
2000-04-01 134.8664454910330
2000-05-01 133.5874700280240
2000-06-01 134.6312874073440
2000-07-01 135.8564250893920
2000-08-01 134.4306337648950
2000-09-01 134.8510621707820
2000-10-01 138.6835033769750
2000-11-01 135.9818500754110
2000-12-01 134.6627513282910
2001-01-01 134.4393895651240
2001-02-01 135.9870200000410
2001-03-01 134.9019657115060
2001-04-01 129.2529696900940
2001-05-01 129.5108190206420
2001-06-01 127.1333534331570
2001-07-01 125.9487798045440
2001-08-01 125.8455586136460
2001-09-01 128.6826761677920
2001-10-01 122.2151441662080
2001-11-01 118.8140912428210
2001-12-01 119.0387347660800
2002-01-01 118.2974335697150
2002-02-01 115.6676647618020
2002-03-01 114.9675296522000
2002-04-01 117.0618786125440
2002-05-01 118.0006578595230
2002-06-01 118.6744161878100
2002-07-01 114.8568044223010
2002-08-01 114.0328628545960
2002-09-01 114.3673143721550
2002-10-01 112.5389350368670
2002-11-01 114.3668256952430
2002-12-01 115.1876599927540
2003-01-01 111.8913924578500
2003-02-01 110.4607037628710
2003-03-01 109.1418292904430
2003-04-01 106.8305230368140
2003-05-01 105.3024524954800
2003-06-01 104.6267469403600
2003-07-01 104.1386590871830
2003-08-01 104.4267431005630
2003-09-01 103.4249978421430
2003-10-01 103.7498418375400
2003-11-01 101.8646730790360
2003-12-01 103.0339765210340
2004-01-01 105.4994533876350
2004-02-01 108.0749924901970
2004-03-01 107.7494775956380
2004-04-01 106.9895186002030
2004-05-01 107.3203601416220
2004-06-01 108.4089390307900
2004-07-01 110.4315214104010
2004-08-01 108.6545379582180
2004-09-01 107.6808194679080
2004-10-01 107.3169795811410
2004-11-01 107.6315336163930
2004-12-01 106.8547933948580
2005-01-01 106.9424542660820
2005-02-01 106.9279135947040
2005-03-01 105.9384411952730
2005-04-01 108.6469609209090
2005-05-01 106.7272168629150
2005-06-01 106.1523550075800
2005-07-01 106.8827545670880
2005-08-01 107.8671740116290
2005-09-01 109.7332126960660
2005-10-01 110.7616279802430
2005-11-01 111.3729378830660
2005-12-01 111.8328892073100
2006-01-01 112.9914733607120
2006-02-01 113.0760388088550
2006-03-01 114.1675551680970
2006-04-01 119.0684728116670
2006-05-01 120.9039937965770
2006-06-01 122.4772635332630
2006-07-01 122.9046678050390
2006-08-01 123.3331097741290
2006-09-01 123.1185151009500
2006-10-01 124.1966270886450
2006-11-01 124.6709483633190
2006-12-01 123.4475608275630
2007-01-01 121.1953981346270
2007-02-01 122.6297138261350
2007-03-01 124.0559184460330
2007-04-01 120.1582586675050
2007-05-01 119.2030446595160
2007-06-01 119.0577554881830
2007-07-01 116.5817487588760
2007-08-01 115.9379062668670
2007-09-01 115.2475141209320
2007-10-01 114.5574322937690
2007-11-01 113.2613759300340
2007-12-01 113.1506514087700
2008-01-01 102.6743022759820
2008-02-01 102.8081871394510
2008-03-01 101.8704506711500
2008-04-01 100.8545034896850
2008-05-01 99.4461646363141
2008-06-01 99.2246543639516
2008-07-01 99.3608090201289
2008-08-01 98.1011059667208
2008-09-01 95.9974592881478
2008-10-01 91.9961226234394
2008-11-01 89.9451329197149
2008-12-01 87.6437837804645
2009-01-01 83.9103969886676
2009-02-01 81.4226481334832
2009-03-01 79.9266335829930
2009-04-01 77.4196220803344
2009-05-01 77.0181699369114
2009-06-01 75.3581159604741
2009-07-01 75.4894444969502
2009-08-01 75.2316152023929
2009-09-01 75.3887660000383
2009-10-01 75.3521455563811
2009-11-01 76.0082242875554
2009-12-01 77.2086610210498
2010-01-01 79.4497729131855
2010-02-01 78.9030188809022
2010-03-01 78.9547025661028
2010-04-01 80.0670094639583
2010-05-01 80.6234403300953
2010-06-01 81.5286630981942
2010-07-01 82.7649766167354
2010-08-01 83.1431061573684
2010-09-01 82.3862669146348
2010-10-01 85.4059564940569
2010-11-01 84.2640179623414
2010-12-01 84.0400582387294
2011-01-01 84.6735785627074
2011-02-01 85.3668705516790
2011-03-01 84.1209687343457
2011-04-01 85.5410738638452
2011-05-01 85.5843328032739
2011-06-01 85.7157911497581
2011-07-01 85.2233792202009
2011-08-01 83.2756228078645
2011-09-01 85.4816720886826
2011-10-01 85.6746451762670
2011-11-01 84.0447557508328
2011-12-01 85.0109928130697
2012-01-01 87.0197414544095
2012-02-01 90.9241465045424
2012-03-01 92.1828361068040
2012-04-01 92.7449761071806
2012-05-01 92.6629488338531
2012-06-01 95.6374323470669
2012-07-01 92.1440567885905
2012-08-01 91.8445200063914
2012-09-01 93.0064484017404
2012-10-01 92.9338411053254
2012-11-01 95.9802272609515
2012-12-01 96.3100418190663
2013-01-01 97.0929417992502
2013-02-01 97.5650817551881
2013-03-01 98.2710543830315
2013-04-01 99.2815359877043
2013-05-01 100.4964017745370
2013-06-01 99.7167751429594
2013-07-01 101.1129652020720
2013-08-01 103.3242217291650
2013-09-01 104.3991810211740
2013-10-01 105.9490526845370
2013-11-01 110.2228770373190
2013-12-01 109.6316501749880
2014-01-01 108.9542740520800
2014-02-01 105.6776397328460
2014-03-01 104.5742069000850
2014-04-01 102.7524160040930
2014-05-01 103.1767119503430
2014-06-01 101.8462837016280
2014-07-01 105.0928581061620
2014-08-01 104.8543698461730
2014-09-01 103.8254604195260
2014-10-01 103.1202474253170
2014-11-01 102.1898058341620
2014-12-01 100.5591464769650
2015-01-01 100.1983534379600
2015-02-01 100.9704509590890
2015-03-01 102.8125942918800
2015-04-01 103.0806568949490
2015-05-01 104.1143314172300
2015-06-01 104.1715556846230
2015-07-01 103.5449702425330
2015-08-01 103.3503804741580
2015-09-01 103.8557653104500
2015-10-01 107.2558350752470
2015-11-01 105.3649536103550
2015-12-01 105.3587556659080
2016-01-01 103.7431414059520
2016-02-01 104.4100608021090
2016-03-01 102.8906510737260
2016-04-01 105.8904716495590
2016-05-01 104.2911622646280
2016-06-01 104.4159813265050
2016-07-01 103.3261955569640
2016-08-01 102.1042885595150
2016-09-01 102.3411934893160
2016-10-01 101.6760188683930
2016-11-01 99.7197862218186
2016-12-01 97.9914886098999
2017-01-01 102.3911469811630
2017-02-01 102.4351608443540
2017-03-01 104.0854264538780
2017-04-01 99.1667719094427
2017-05-01 98.6832794747598
2017-06-01 98.3706120000482
2017-07-01 104.1689688102480
2017-08-01 101.8930916632780
2017-09-01 102.1507011416570
2017-10-01 101.4288881464380
2017-11-01 101.7772317449490
2017-12-01 101.6978223649340
2018-01-01 100.2125004504670
2018-02-01 99.7094355467863
2018-03-01 101.5419149847090
2018-04-01 103.5790494929850
2018-05-01 103.3186535550930
2018-06-01 104.2344165440600
2018-07-01 103.7309960611230
2018-08-01 104.0715855468390
2018-09-01 103.9858775346220
2018-10-01 104.8934550129630
2018-11-01 106.3647744955790
2018-12-01 106.3319641723420
2019-01-01 106.0262351816670
2019-02-01 105.8309640722800
2019-03-01 108.9440223916240
2019-04-01 104.9104929844330
2019-05-01 105.1252866163050
2019-06-01 106.7939385467920
2019-07-01 104.8152746814130
2019-08-01 106.6049064700090
2019-09-01 103.8777939863020
2019-10-01 99.6254021737105
2019-11-01 101.1934996967520
2019-12-01 101.6043633278080
2020-01-01 99.8700729751793
2020-02-01 99.6972490907074
2020-03-01 96.5361196366740
2020-04-01 72.5930254113791
2020-05-01 74.1434654951502
2020-06-01 76.9536905482760
2020-07-01 80.5421188614550
2020-08-01 81.4138572393220
2020-09-01 82.1430445588368
2020-10-01 84.4594363990107
2020-11-01 87.2995961337203
2020-12-01 88.6440288904106
2021-01-01 94.4711159909472
2021-02-01 97.2181551204748
2021-03-01 99.2696670573296
2021-04-01 101.3614672787510
2021-05-01 102.0076926103080
2021-06-01 101.2384195174420
2021-07-01 101.7413621618470
2021-08-01 101.3035084266760
2021-09-01 102.8153541325570
2021-10-01 107.2674905996770
2021-11-01 109.1952008426350
2021-12-01 108.9254544732100
2022-01-01 109.0807206450860
2022-02-01 110.4801016002130
2022-03-01 110.0493074920440
2022-04-01 114.5794696525580
2022-05-01 113.1525155938910
2022-06-01 112.2472131379150
2022-07-01 113.7506980436370
2022-08-01 112.9370937107660
2022-09-01 114.8448089474510
2022-10-01 112.7698047118270
2022-11-01 110.4111664705970
2022-12-01 109.2261608145200
2023-01-01 107.9957718700590
2023-02-01 105.2915795553100
2023-03-01 104.8923544914000
2023-04-01 104.5502543809240
2023-05-01 104.0115083197600
2023-06-01 102.6588900420570
2023-07-01 98.7051671462354
2023-08-01 99.5433490836950
2023-09-01 99.8525776686962
2023-10-01 98.0434039484378
2023-11-01 97.7333581195546
2023-12-01 98.3102102200303
2024-01-01 103.2382897151140
2024-02-01 101.5406860811480
2024-03-01 102.7049559320060
2024-04-01 102.0913528635330
2024-05-01 101.6405561042370
2024-06-01 101.0311911180960
2024-07-01 95.6569884387864
2024-08-01 102.5757963325620
2024-09-01 101.8760808035310
2024-10-01 99.7177920826493
2024-11-01 101.6195787732500
2024-12-01 101.8656750222630
2025-01-01 98.2538829442692
2025-02-01 98.0090260859384
2025-03-01 97.4505622143994
2025-04-01 96.5056383650340
2025-05-01 96.3223226121095
2025-06-01 95.1448880828836
2025-07-01 92.8510296167196
2025-08-01 94.5112789550928
2025-09-01 93.5987283073344
2025-10-01 94.7239400831025
2025-11-01 93.8068595435906
2025-12-01 94.4326704458211

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