Federal Reserve Economic Data

Table Data - All Employees: Service-Providing in Aguadilla, PR (MSA)

Title All Employees: Service-Providing in Aguadilla, PR (MSA)
Series ID SMU72103800700000001SA
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 2025-11-01
Last Updated 2026-01-07 10:12 PM 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 22.9233285390338
1990-02-01 22.9496663614810
1990-03-01 23.1197395385482
1990-04-01 22.5927320912752
1990-05-01 22.1696233514600
1990-06-01 22.6242839455658
1990-07-01 22.6720265812844
1990-08-01 23.3216414143676
1990-09-01 22.6887912706446
1990-10-01 22.8555090019034
1990-11-01 22.7945486144591
1990-12-01 22.9538363226195
1991-01-01 23.2562152341929
1991-02-01 23.1983532159886
1991-03-01 23.2474539332834
1991-04-01 23.2391390719516
1991-05-01 23.1542635733416
1991-06-01 23.3079310284340
1991-07-01 23.3441921828830
1991-08-01 23.4102848481017
1991-09-01 23.6007788174507
1991-10-01 23.6871207029889
1991-11-01 23.7797389932020
1991-12-01 23.7207963083932
1992-01-01 23.7275719514745
1992-02-01 23.1599472994599
1992-03-01 23.9896218335094
1992-04-01 24.5721634028618
1992-05-01 24.5301651115180
1992-06-01 24.2467283956462
1992-07-01 24.1852361500214
1992-08-01 24.4893148630516
1992-09-01 24.8380283283535
1992-10-01 24.6734211529059
1992-11-01 24.8155880019404
1992-12-01 24.8493548281533
1993-01-01 24.8861726234268
1993-02-01 24.8062684280654
1993-03-01 24.9108778072131
1993-04-01 25.0142843910660
1993-05-01 24.9351809043851
1993-06-01 23.2206576756442
1993-07-01 23.8180272158150
1993-08-01 25.7882168946377
1993-09-01 25.2366618950556
1993-10-01 25.4496585916829
1993-11-01 25.5705576264094
1993-12-01 25.5788667319429
1994-01-01 25.7309595261865
1994-02-01 25.8967388286480
1994-03-01 26.0205545825566
1994-04-01 26.2137562588673
1994-05-01 26.3375427626916
1994-06-01 24.9460970254238
1994-07-01 26.7759962774930
1994-08-01 28.0135696342310
1994-09-01 26.9185241526743
1994-10-01 26.7239751527305
1994-11-01 26.7431219161218
1994-12-01 27.1035037010938
1995-01-01 27.0683392994919
1995-02-01 27.1623470577249
1995-03-01 27.2505675482210
1995-04-01 27.1610415063575
1995-05-01 27.1237513493475
1995-06-01 25.5171606330092
1995-07-01 26.7497708643904
1995-08-01 28.3866090828567
1995-09-01 26.9046751547375
1995-10-01 27.2353936679299
1995-11-01 27.2281208041958
1995-12-01 27.2435121142179
1996-01-01 27.8586501770427
1996-02-01 27.9767878293848
1996-03-01 28.1384480147412
1996-04-01 27.0459505345155
1996-05-01 27.3889753091782
1996-06-01 27.4620099164684
1996-07-01 32.3660958714280
1996-08-01 27.9508535223322
1996-09-01 28.1270290497786
1996-10-01 28.2782615122265
1996-11-01 28.5692476244567
1996-12-01 28.2728481375604
1997-01-01 29.7270746308314
1997-02-01 29.6751627144158
1997-03-01 29.6354683682159
1997-04-01 29.9231341672635
1997-05-01 30.3038219294130
1997-06-01 30.7062842891091
1997-07-01 30.5587870769932
1997-08-01 30.5270340432803
1997-09-01 30.5395262619116
1997-10-01 30.6144446319161
1997-11-01 30.5869332983381
1997-12-01 30.7038488913824
1998-01-01 30.4878888850575
1998-02-01 30.5578061665170
1998-03-01 30.6116750319259
1998-04-01 30.6181822386239
1998-05-01 30.7171031621292
1998-06-01 30.9488159593713
1998-07-01 30.9648543449524
1998-08-01 30.8738414527522
1998-09-01 30.8228492564951
1998-10-01 30.7733932210404
1998-11-01 30.8497259554014
1998-12-01 30.7044647532120
1999-01-01 30.5603920209005
1999-02-01 30.4684950990338
1999-03-01 30.6919081677616
1999-04-01 30.5721979972177
1999-05-01 30.6159462096552
1999-06-01 31.4508964382464
1999-07-01 31.1273388673701
1999-08-01 30.3860491726169
1999-09-01 30.4764019594984
1999-10-01 30.3974335250072
1999-11-01 30.4766413312893
1999-12-01 30.5476303715845
2000-01-01 29.8174226202311
2000-02-01 30.1328236267795
2000-03-01 30.1519672874545
2000-04-01 30.6873529234517
2000-05-01 30.6850731966329
2000-06-01 31.8678811089665
2000-07-01 31.5062905557789
2000-08-01 30.6635026254219
2000-09-01 30.4026475850326
2000-10-01 30.6935629778080
2000-11-01 30.6279560512863
2000-12-01 30.4260347326417
2001-01-01 30.6093157018999
2001-02-01 30.5556725819618
2001-03-01 30.6618439504739
2001-04-01 30.1789947396020
2001-05-01 30.6112252586808
2001-06-01 30.0505331773641
2001-07-01 30.0667279952210
2001-08-01 30.6163184017596
2001-09-01 30.5911656913760
2001-10-01 30.5560751311363
2001-11-01 30.5511588413603
2001-12-01 30.7008982088052
2002-01-01 30.9289492272451
2002-02-01 31.3170061588095
2002-03-01 31.1580972969041
2002-04-01 31.3564883524320
2002-05-01 31.2084295090595
2002-06-01 31.2720237922360
2002-07-01 31.1489657416673
2002-08-01 31.1168369161191
2002-09-01 31.3327185869174
2002-10-01 31.3049685476734
2002-11-01 31.3790923554084
2002-12-01 31.5066462789640
2003-01-01 32.1542657561780
2003-02-01 31.8009580765057
2003-03-01 31.8719155665313
2003-04-01 31.9714990144074
2003-05-01 32.2872979421398
2003-06-01 30.5015249864677
2003-07-01 31.4720142571410
2003-08-01 33.0864163361203
2003-09-01 33.3319267962760
2003-10-01 33.5622140085153
2003-11-01 33.6717278230441
2003-12-01 33.8700429303253
2004-01-01 33.7818317742089
2004-02-01 33.9746225345443
2004-03-01 34.2071588565945
2004-04-01 34.0208970034340
2004-05-01 34.5077648280625
2004-06-01 35.0345265491033
2004-07-01 35.3039988639181
2004-08-01 35.1987289940195
2004-09-01 35.2686506351121
2004-10-01 35.3390617619397
2004-11-01 35.4421866104025
2004-12-01 35.8602076873805
2005-01-01 35.3674736598111
2005-02-01 35.3453085871824
2005-03-01 35.3850112937809
2005-04-01 35.5908404055641
2005-05-01 35.7523120788777
2005-06-01 35.9366494036581
2005-07-01 35.1034866119509
2005-08-01 36.4765733922859
2005-09-01 36.3811126427026
2005-10-01 36.6144082382011
2005-11-01 36.7732329939469
2005-12-01 36.9887379051042
2006-01-01 37.2667355577853
2006-02-01 37.2563323510523
2006-03-01 37.3197509757123
2006-04-01 37.3372156516140
2006-05-01 37.3673213196192
2006-06-01 36.2521101836534
2006-07-01 36.6693951199863
2006-08-01 36.8918147724847
2006-09-01 37.2151615090981
2006-10-01 37.2614346844682
2006-11-01 37.5240819135808
2006-12-01 37.5472053480301
2007-01-01 37.4111890821268
2007-02-01 37.3469605933285
2007-03-01 37.4659511233720
2007-04-01 37.4187936789769
2007-05-01 37.4858198245874
2007-06-01 37.3420823882156
2007-07-01 38.3835447626054
2007-08-01 37.7385005587241
2007-09-01 37.6468414975788
2007-10-01 37.6728236467848
2007-11-01 37.6359925389039
2007-12-01 38.2882125471816
2008-01-01 37.6901395701617
2008-02-01 37.8372575712699
2008-03-01 37.8101909559723
2008-04-01 37.8788354039001
2008-05-01 37.9071305286903
2008-06-01 39.6946615982758
2008-07-01 37.8569037799592
2008-08-01 38.1842139555178
2008-09-01 38.3678622699025
2008-10-01 38.3043648943452
2008-11-01 38.2130237258429
2008-12-01 38.9696275722626
2009-01-01 38.2037817926386
2009-02-01 38.1376315686176
2009-03-01 37.9864455521592
2009-04-01 37.9560051279828
2009-05-01 37.9357211238070
2009-06-01 38.9883297931283
2009-07-01 36.9265553077946
2009-08-01 37.5297792506878
2009-09-01 37.3588069485215
2009-10-01 37.5583160411553
2009-11-01 37.2759715281700
2009-12-01 37.1623085089178
2010-01-01 37.3369305338691
2010-02-01 37.0324193360573
2010-03-01 37.2247669193339
2010-04-01 37.1289674158165
2010-05-01 36.9989613977316
2010-06-01 37.6561473581123
2010-07-01 36.2980151351479
2010-08-01 36.8182314008771
2010-09-01 36.7422304042784
2010-10-01 36.4482633100999
2010-11-01 36.7076707575848
2010-12-01 36.4888475240663
2011-01-01 36.4931653630957
2011-02-01 36.6910631063299
2011-03-01 36.4658423052909
2011-04-01 36.6358015774685
2011-05-01 36.7878031766532
2011-06-01 36.8177986121418
2011-07-01 36.9656477066347
2011-08-01 36.7323517548608
2011-09-01 36.4508729010722
2011-10-01 36.7005754374214
2011-11-01 36.9692140789528
2011-12-01 36.5788253168222
2012-01-01 36.3110811771385
2012-02-01 36.3543598870248
2012-03-01 36.4903299766465
2012-04-01 36.4244892479390
2012-05-01 36.4033500132408
2012-06-01 36.5085928562306
2012-07-01 36.4900810426971
2012-08-01 36.7307253010687
2012-09-01 36.8390184682084
2012-10-01 36.9492368334552
2012-11-01 36.9559640537295
2012-12-01 37.0900057026441
2013-01-01 37.0486932415875
2013-02-01 36.9882797793713
2013-03-01 37.0680464111887
2013-04-01 36.6052148175074
2013-05-01 36.7968119327640
2013-06-01 36.7246763847439
2013-07-01 36.1044786935045
2013-08-01 36.5177397684341
2013-09-01 36.5335725172763
2013-10-01 36.5025115068491
2013-11-01 36.5709327670098
2013-12-01 36.8345780107043
2014-01-01 36.3451599112639
2014-02-01 36.3367047508088
2014-03-01 36.2566982411398
2014-04-01 36.4559282185203
2014-05-01 36.4867281607960
2014-06-01 35.8455604339965
2014-07-01 36.7004232175045
2014-08-01 37.1646170056959
2014-09-01 36.8179534942710
2014-10-01 36.9915483760889
2014-11-01 37.0274299056512
2014-12-01 37.0039612480023
2015-01-01 37.2599934444491
2015-02-01 37.2821710877819
2015-03-01 37.1256545717090
2015-04-01 37.1995174522085
2015-05-01 37.1450438364505
2015-06-01 37.0590869114559
2015-07-01 36.9426023402954
2015-08-01 37.0221062630850
2015-09-01 37.0098123156532
2015-10-01 36.9163466164210
2015-11-01 36.9064090311246
2015-12-01 36.9356508721035
2016-01-01 36.9294536697254
2016-02-01 36.8784283205196
2016-03-01 36.9758213641104
2016-04-01 36.8209921469770
2016-05-01 36.8895115799380
2016-06-01 37.0428317006953
2016-07-01 37.1311734573288
2016-08-01 37.4070862042634
2016-09-01 37.5226243535369
2016-10-01 37.6580849423577
2016-11-01 37.6427814922709
2016-12-01 37.7659333760457
2017-01-01 37.7577057785967
2017-02-01 37.8763450624834
2017-03-01 38.0297358953135
2017-04-01 38.0588305763207
2017-05-01 38.1295031420100
2017-06-01 38.0885888600070
2017-07-01 38.2949612163890
2017-08-01 38.3388484725226
2017-09-01 37.9441888912506
2017-10-01 35.0008364104217
2017-11-01 35.6908536452667
2017-12-01 36.6460762028665
2018-01-01 36.6017257664674
2018-02-01 36.7089983550564
2018-03-01 36.7389917721309
2018-04-01 37.4590057431868
2018-05-01 37.5183027891854
2018-06-01 37.9216387986658
2018-07-01 39.8512682151453
2018-08-01 37.3552009777691
2018-09-01 37.5139709532026
2018-10-01 37.4818397441340
2018-11-01 37.7764644022322
2018-12-01 37.6149329191416
2019-01-01 37.7699289896856
2019-02-01 38.1526458653298
2019-03-01 38.1844009861455
2019-04-01 38.0196172195390
2019-05-01 38.0718328596377
2019-06-01 38.1530697467285
2019-07-01 37.9376291204325
2019-08-01 37.9532264826168
2019-09-01 37.9330892379374
2019-10-01 37.9907390776832
2019-11-01 38.1740745853956
2019-12-01 38.2254877032647
2020-01-01 38.0931225204902
2020-02-01 38.1422923240092
2020-03-01 38.4808954465017
2020-04-01 32.8983604583852
2020-05-01 33.3758602610273
2020-06-01 35.0076170344526
2020-07-01 35.8231554847163
2020-08-01 36.2272494670280
2020-09-01 36.6088730556415
2020-10-01 36.6699293457216
2020-11-01 36.6124895906527
2020-12-01 36.8719622970501
2021-01-01 37.0865901984139
2021-02-01 37.2052264731459
2021-03-01 37.3744959877277
2021-04-01 37.9354895367772
2021-05-01 37.6807116474456
2021-06-01 38.3420816554039
2021-07-01 38.9367550663572
2021-08-01 38.7020082988362
2021-09-01 39.0413169230513
2021-10-01 39.4100493795603
2021-11-01 39.6888658816701
2021-12-01 39.9205630390851
2022-01-01 40.1417003707402
2022-02-01 40.3976855948853
2022-03-01 40.5202114958471
2022-04-01 40.6788222604723
2022-05-01 40.7666156762357
2022-06-01 40.9780079855906
2022-07-01 41.0530860883417
2022-08-01 41.0455778051004
2022-09-01 41.3105627745824
2022-10-01 41.3156795568606
2022-11-01 41.3960826209712
2022-12-01 41.7315856516193
2023-01-01 40.7915745724081
2023-02-01 41.0273150026826
2023-03-01 41.2280017228473
2023-04-01 41.2138121116516
2023-05-01 41.3207161053061
2023-06-01 41.3818734230611
2023-07-01 41.5654788569765
2023-08-01 41.9574255434851
2023-09-01 41.9550096496084
2023-10-01 42.0577480819025
2023-11-01 42.2450502897042
2023-12-01 42.6463162691945
2024-01-01 42.7567675995917
2024-02-01 43.0197750950619
2024-03-01 43.5116675120135
2024-04-01 42.8591681320632
2024-05-01 43.0602412490559
2024-06-01 42.9796855671379
2024-07-01 42.9324754695982
2024-08-01 42.9969419661106
2024-09-01 43.0057486911169
2024-10-01 42.9735726357018
2024-11-01 42.9892052689207
2024-12-01 42.7903459501244
2025-01-01 43.0329844536005
2025-02-01 43.0550695723548
2025-03-01 42.9160882440275
2025-04-01 43.0728092773109
2025-05-01 43.0837539375095
2025-06-01 43.2566490365448
2025-07-01 43.6770040868238
2025-08-01 43.2699779446261
2025-09-01 43.1659818753181
2025-10-01 43.2762185881652
2025-11-01 43.2241991361551

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