Table Data - All Employees: Professional and Business Services: Services to Buildings and Dwellings in Arizona

Title All Employees: Professional and Business Services: Services to Buildings and Dwellings in Arizona
Series ID SMU04000006056170001SA
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 2026-03-01
Last Updated 2026-05-07 11:47 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 19.7880834513297
1990-02-01 19.7325818638466
1990-03-01 19.5978934806642
1990-04-01 19.2370466658311
1990-05-01 19.2922704109792
1990-06-01 19.4029041012672
1990-07-01 19.5351640442137
1990-08-01 19.8888287903062
1990-09-01 19.8422802610354
1990-10-01 19.9048063452793
1990-11-01 19.9696859135526
1990-12-01 19.9253319248239
1991-01-01 20.0839973028917
1991-02-01 20.1042636920583
1991-03-01 19.7862647936485
1991-04-01 20.5481684504181
1991-05-01 20.5127857178723
1991-06-01 20.3011159927245
1991-07-01 20.2243517004109
1991-08-01 20.4951611328528
1991-09-01 20.5489834474010
1991-10-01 20.8032686311987
1991-11-01 20.9932024577757
1991-12-01 21.0254573800361
1992-01-01 20.3822454803071
1992-02-01 20.4570862383352
1992-03-01 20.4693300536354
1992-04-01 20.5590903052164
1992-05-01 20.6435087656133
1992-06-01 20.8033603327800
1992-07-01 20.9106705109754
1992-08-01 20.6999390321210
1992-09-01 20.8611812530635
1992-10-01 20.7968022214207
1992-11-01 20.9166381831038
1992-12-01 21.0171242790054
1993-01-01 21.4960759574483
1993-02-01 21.4901529161706
1993-03-01 21.6467889597440
1993-04-01 22.3974979598917
1993-05-01 22.0848177389268
1993-06-01 22.2164149233192
1993-07-01 22.3818421206162
1993-08-01 22.4005244384265
1993-09-01 22.6713184087180
1993-10-01 22.2754745723601
1993-11-01 22.6157179855115
1993-12-01 22.6008590138282
1994-01-01 23.7267479187163
1994-02-01 23.8436181573828
1994-03-01 24.0532335899399
1994-04-01 23.9370533518374
1994-05-01 23.9084653279834
1994-06-01 24.4279294020379
1994-07-01 24.6693191328327
1994-08-01 24.8892919456791
1994-09-01 25.0664404702497
1994-10-01 25.4499764161919
1994-11-01 25.4782302953443
1994-12-01 25.7595129215489
1995-01-01 25.9905406645833
1995-02-01 26.3355537418531
1995-03-01 26.5908774928914
1995-04-01 26.6801577040974
1995-05-01 26.8327922569670
1995-06-01 27.0362239153887
1995-07-01 27.1479352144739
1995-08-01 27.5523401777294
1995-09-01 27.5412499524391
1995-10-01 27.8185624824344
1995-11-01 28.0110577437770
1995-12-01 28.2077900723532
1996-01-01 28.5855557364497
1996-02-01 28.7862408621457
1996-03-01 28.7801968510104
1996-04-01 28.5920699855084
1996-05-01 28.8258287778272
1996-06-01 28.7358965051738
1996-07-01 29.1289403960817
1996-08-01 29.0983812886104
1996-09-01 28.9047748059899
1996-10-01 29.3900187513335
1996-11-01 29.5266384293922
1996-12-01 29.6420722747967
1997-01-01 29.0989689769158
1997-02-01 29.3881309525457
1997-03-01 29.5021565249333
1997-04-01 29.7033954412392
1997-05-01 29.9047539181505
1997-06-01 30.0135309335940
1997-07-01 29.6733629949171
1997-08-01 29.7262189253027
1997-09-01 29.9662669209146
1997-10-01 30.0695935595893
1997-11-01 30.3559329855320
1997-12-01 30.3973781196362
1998-01-01 30.5159876930480
1998-02-01 30.5246570210977
1998-03-01 30.7318296405641
1998-04-01 31.0899651398129
1998-05-01 30.9591765612697
1998-06-01 31.4661679748935
1998-07-01 31.8133933991237
1998-08-01 32.0570371382776
1998-09-01 32.2279181632961
1998-10-01 32.0535292806062
1998-11-01 32.2305655745197
1998-12-01 32.5727116685808
1999-01-01 34.9166515645948
1999-02-01 33.3548082221222
1999-03-01 33.4380102593551
1999-04-01 33.6584908328081
1999-05-01 33.7124713807061
1999-06-01 33.6167315680343
1999-07-01 33.8719768784506
1999-08-01 33.7750106523743
1999-09-01 34.0105632504161
1999-10-01 34.2380880498457
1999-11-01 34.3361772337342
1999-12-01 34.4736616731821
2000-01-01 33.5048274842482
2000-02-01 34.0408804313022
2000-03-01 33.9991639955530
2000-04-01 33.9181386542805
2000-05-01 34.2564733110631
2000-06-01 34.5779834690751
2000-07-01 34.5686399058460
2000-08-01 34.7300855063610
2000-09-01 34.4184167399141
2000-10-01 34.5061251322751
2000-11-01 34.6611641921138
2000-12-01 34.4791497356567
2001-01-01 34.0502619874933
2001-02-01 34.2847471597003
2001-03-01 34.5120530492338
2001-04-01 34.5838652443512
2001-05-01 34.5203052839024
2001-06-01 34.4626966144073
2001-07-01 34.6949555778519
2001-08-01 34.3152742758351
2001-09-01 34.4511285790759
2001-10-01 33.9590852810507
2001-11-01 33.6781919088876
2001-12-01 33.3944165725403
2002-01-01 33.8607896839127
2002-02-01 33.9934098383260
2002-03-01 34.0869323731605
2002-04-01 34.4526243774706
2002-05-01 34.4990420804042
2002-06-01 34.3524322972085
2002-07-01 34.1562473916101
2002-08-01 34.6637408486969
2002-09-01 34.6764005333696
2002-10-01 34.3015503538169
2002-11-01 34.9772147668676
2002-12-01 34.9026962954219
2003-01-01 34.7503655499471
2003-02-01 34.8705702670225
2003-03-01 34.7440865282818
2003-04-01 34.7454459859790
2003-05-01 35.0017395937979
2003-06-01 35.1481358189853
2003-07-01 35.2421166476561
2003-08-01 35.3268265337276
2003-09-01 35.4737778853827
2003-10-01 35.7611872703493
2003-11-01 35.8449549406786
2003-12-01 36.2013798770883
2004-01-01 36.7411975275789
2004-02-01 36.5245124527658
2004-03-01 36.8010589637174
2004-04-01 36.9841522957721
2004-05-01 36.8128845569858
2004-06-01 36.9437136518952
2004-07-01 37.6282083742121
2004-08-01 37.6870527432791
2004-09-01 37.8547414901289
2004-10-01 38.3314334513654
2004-11-01 38.2833923379476
2004-12-01 38.6824840122869
2005-01-01 39.2258743179947
2005-02-01 39.3969701155493
2005-03-01 39.7724912011682
2005-04-01 40.3588942419482
2005-05-01 40.3339974558475
2005-06-01 40.5571540323464
2005-07-01 40.4938619334747
2005-08-01 40.6997665266956
2005-09-01 41.1219241165703
2005-10-01 41.5161224546173
2005-11-01 41.9122379891477
2005-12-01 41.9668528418510
2006-01-01 41.9964594289599
2006-02-01 42.7069650829006
2006-03-01 42.9524843116400
2006-04-01 43.1414781922357
2006-05-01 43.7553525558383
2006-06-01 44.2844279904655
2006-07-01 44.5281045264917
2006-08-01 44.7746952066191
2006-09-01 45.4840793694449
2006-10-01 45.5304515053907
2006-11-01 45.9563671463439
2006-12-01 46.3637875671498
2007-01-01 46.2496267263007
2007-02-01 46.9228978641081
2007-03-01 47.0416350880137
2007-04-01 46.8036554885177
2007-05-01 47.2724799268102
2007-06-01 47.3287124057726
2007-07-01 47.0277498971051
2007-08-01 47.1485271960178
2007-09-01 46.6647922881012
2007-10-01 46.4558072203415
2007-11-01 46.4288513944627
2007-12-01 45.7598358372466
2008-01-01 45.2967023659944
2008-02-01 44.7356594061261
2008-03-01 44.3304969082872
2008-04-01 44.0215673897460
2008-05-01 43.7925993157689
2008-06-01 43.1600485306408
2008-07-01 42.9984902547796
2008-08-01 42.9452206252940
2008-09-01 42.7885111314317
2008-10-01 42.1947047555715
2008-11-01 41.6366391575481
2008-12-01 41.0732621160681
2009-01-01 40.5133681331718
2009-02-01 39.8257548544847
2009-03-01 39.6045315273589
2009-04-01 38.6879811870317
2009-05-01 38.5244291606022
2009-06-01 38.1916278406631
2009-07-01 39.2503875870693
2009-08-01 37.9910213080348
2009-09-01 37.6539593424981
2009-10-01 37.1018189352449
2009-11-01 37.0815429285642
2009-12-01 37.0959057387518
2010-01-01 37.4259288576263
2010-02-01 37.3903291881149
2010-03-01 37.2630113027835
2010-04-01 37.2118724372704
2010-05-01 37.1598705032917
2010-06-01 37.1109484297817
2010-07-01 37.2217271341330
2010-08-01 37.0607349483952
2010-09-01 37.2291235687682
2010-10-01 37.7190420985932
2010-11-01 37.8253158282826
2010-12-01 37.9402782177466
2011-01-01 37.6396430886593
2011-02-01 37.7101117413120
2011-03-01 37.6211590607811
2011-04-01 38.1312969360857
2011-05-01 38.1896261049395
2011-06-01 38.3387234355224
2011-07-01 38.2094131671427
2011-08-01 37.9337003538283
2011-09-01 38.0126310914767
2011-10-01 37.7071037470398
2011-11-01 37.4611879038654
2011-12-01 37.7731337288579
2012-01-01 37.9912016324934
2012-02-01 37.9290962852417
2012-03-01 37.9894986978209
2012-04-01 37.8509763787390
2012-05-01 37.9101463810854
2012-06-01 38.1733999246670
2012-07-01 38.1128362495513
2012-08-01 38.1693659878016
2012-09-01 38.2727075131828
2012-10-01 38.6965499840033
2012-11-01 38.5982368490159
2012-12-01 38.8281804291335
2013-01-01 38.9369363285182
2013-02-01 39.1471392987905
2013-03-01 39.2746199975241
2013-04-01 39.4002344486050
2013-05-01 39.3091328123515
2013-06-01 39.3392175303592
2013-07-01 39.3168201989221
2013-08-01 39.5572229967048
2013-09-01 39.8151915935332
2013-10-01 39.7714348283989
2013-11-01 40.1387011272294
2013-12-01 40.0879759932869
2014-01-01 40.1909320587390
2014-02-01 40.2938143590389
2014-03-01 40.2532417532478
2014-04-01 40.3793762679954
2014-05-01 40.3956959558526
2014-06-01 40.4025245240708
2014-07-01 40.7301162873670
2014-08-01 40.9280440601626
2014-09-01 40.8167839568990
2014-10-01 41.1598126625998
2014-11-01 41.2860592717416
2014-12-01 41.3524258078255
2015-01-01 41.0315149162109
2015-02-01 41.2390061418343
2015-03-01 41.4341062100336
2015-04-01 41.5952004794056
2015-05-01 41.5833082905833
2015-06-01 41.6750795495889
2015-07-01 41.7278948272568
2015-08-01 41.6982245696955
2015-09-01 41.8278626316165
2015-10-01 41.9470662843044
2015-11-01 41.6997091235604
2015-12-01 41.8685313955249
2016-01-01 42.2011487001309
2016-02-01 42.4013185621649
2016-03-01 42.3236815156836
2016-04-01 43.1347648016169
2016-05-01 42.8846148269414
2016-06-01 42.7099937416308
2016-07-01 43.2387669620824
2016-08-01 43.3917758602501
2016-09-01 43.6304548729584
2016-10-01 43.1342260080949
2016-11-01 43.0960037660260
2016-12-01 43.3516666567863
2017-01-01 43.8619402839865
2017-02-01 43.8596045797543
2017-03-01 44.3339473690177
2017-04-01 44.3948286760163
2017-05-01 44.6058706555665
2017-06-01 44.7342887010422
2017-07-01 44.4471323922725
2017-08-01 44.6066679250897
2017-09-01 44.8480697766472
2017-10-01 45.0155272909529
2017-11-01 44.7590974720410
2017-12-01 44.8869461336169
2018-01-01 45.0396690161441
2018-02-01 45.1300156650659
2018-03-01 45.3554095872131
2018-04-01 44.8476269792285
2018-05-01 44.7419358291985
2018-06-01 44.6273387724949
2018-07-01 44.9822551040764
2018-08-01 44.9418146168776
2018-09-01 44.9788225008881
2018-10-01 44.9818635315997
2018-11-01 45.4162903883578
2018-12-01 45.4061773954442
2019-01-01 45.1213259007009
2019-02-01 45.2945945472492
2019-03-01 45.1982586134830
2019-04-01 45.2664093945727
2019-05-01 45.4832691191559
2019-06-01 45.7343203166546
2019-07-01 45.8004293186380
2019-08-01 46.0771303151596
2019-09-01 45.9095381928789
2019-10-01 45.8724009049306
2019-11-01 46.5606426477426
2019-12-01 45.8289936572874
2020-01-01 45.9435302942734
2020-02-01 45.7752432773872
2020-03-01 45.4364606050341
2020-04-01 42.9534949952384
2020-05-01 43.7957829607051
2020-06-01 44.1150309070716
2020-07-01 44.2998811533728
2020-08-01 44.3085700044537
2020-09-01 44.2307437478840
2020-10-01 45.1922824217654
2020-11-01 45.8658201448799
2020-12-01 45.5153621338524
2021-01-01 45.4508039850054
2021-02-01 45.5477988339740
2021-03-01 45.5517082887379
2021-04-01 45.5074469091184
2021-05-01 45.4780467110563
2021-06-01 45.4957642759449
2021-07-01 45.3693765894238
2021-08-01 45.5326136281328
2021-09-01 45.4317124400095
2021-10-01 45.9633249832926
2021-11-01 46.1188149190400
2021-12-01 46.3530517313389
2022-01-01 46.4713056738006
2022-02-01 46.5164907080028
2022-03-01 46.3108290796731
2022-04-01 46.5508256786079
2022-05-01 46.2264376068802
2022-06-01 46.1476457571378
2022-07-01 46.1377517965222
2022-08-01 46.3565155852492
2022-09-01 46.6471788658830
2022-10-01 46.4504933890802
2022-11-01 46.6289346044715
2022-12-01 46.3245497727111
2023-01-01 46.0824042460139
2023-02-01 46.1532465192171
2023-03-01 46.1260732639808
2023-04-01 47.1881722504959
2023-05-01 47.1764317752419
2023-06-01 47.2113961041012
2023-07-01 47.5106953374997
2023-08-01 47.2798615543187
2023-09-01 47.3636264184492
2023-10-01 47.1512672085616
2023-11-01 47.3262949100413
2023-12-01 47.4892678326439
2024-01-01 48.1133758529129
2024-02-01 48.1874853082781
2024-03-01 48.5183306854340
2024-04-01 48.2508607357608
2024-05-01 48.2244917605517
2024-06-01 48.3717138029926
2024-07-01 48.5881960220457
2024-08-01 48.8016043987401
2024-09-01 48.7943124463738
2024-10-01 48.7335068452290
2024-11-01 48.7205619442539
2024-12-01 48.3444127208023
2025-01-01 48.7172632060577
2025-02-01 48.7217385061482
2025-03-01 49.1191559106710
2025-04-01 48.6312646810862
2025-05-01 48.5983412473762
2025-06-01 48.5468413254765
2025-07-01 48.2820967365694
2025-08-01 48.1225418298986
2025-09-01 48.1221770941118
2025-10-01 48.2788646536475
2025-11-01 48.1800568697643
2025-12-01 48.3694658221926
2026-01-01 48.3227146340639
2026-02-01 48.5773126314782
2026-03-01 48.5465702648746

Back to Top