Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Wilmington, DE-MD-NJ (MD)

Title All Employees: Education and Health Services: Private Education and Health Services in Wilmington, DE-MD-NJ (MD)
Series ID SMU10488646500000001SA
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 2026-01-08 12:10 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 26.7477981190607
1990-02-01 27.0080393649682
1990-03-01 27.3569793933468
1990-04-01 27.0085542964035
1990-05-01 27.0986890405700
1990-06-01 27.5526065790166
1990-07-01 27.6508919720017
1990-08-01 28.1113440234106
1990-09-01 28.0999981225611
1990-10-01 28.0213484399418
1990-11-01 28.2152551058701
1990-12-01 28.3334185184808
1991-01-01 28.0451141105296
1991-02-01 28.2035160831778
1991-03-01 28.4638934560012
1991-04-01 27.7981938295686
1991-05-01 27.8862472078014
1991-06-01 28.0607003366814
1991-07-01 28.4695921512675
1991-08-01 28.6276200766507
1991-09-01 28.7185638505270
1991-10-01 28.5987205886916
1991-11-01 28.8067077651546
1991-12-01 28.9179063309580
1992-01-01 29.2370580484588
1992-02-01 29.2111438570295
1992-03-01 29.3773403738061
1992-04-01 29.6699687867095
1992-05-01 29.7642574028753
1992-06-01 29.7765055320600
1992-07-01 29.5973279635400
1992-08-01 29.5564541582842
1992-09-01 29.4445704917982
1992-10-01 29.9539431607365
1992-11-01 30.0878329362171
1992-12-01 30.0986014908257
1993-01-01 30.6350038969587
1993-02-01 30.7225092101862
1993-03-01 30.5872164513711
1993-04-01 30.7577538607819
1993-05-01 30.8469324679960
1993-06-01 30.8769178124785
1993-07-01 31.2366372677734
1993-08-01 31.3045560122430
1993-09-01 31.3663053924299
1993-10-01 31.7040044219921
1993-11-01 31.6572093260899
1993-12-01 31.9720843788665
1994-01-01 32.7584734196083
1994-02-01 32.7354470135799
1994-03-01 32.7865478283744
1994-04-01 32.9493486110827
1994-05-01 33.1276013390434
1994-06-01 33.1836893479809
1994-07-01 33.1582813890465
1994-08-01 33.3354861653758
1994-09-01 33.3788389006744
1994-10-01 33.6742193898231
1994-11-01 33.8330356232270
1994-12-01 33.7422053794061
1995-01-01 33.5859015410474
1995-02-01 33.6511625541917
1995-03-01 33.7642181347109
1995-04-01 33.9727997223022
1995-05-01 33.9339911546141
1995-06-01 34.0694079203224
1995-07-01 33.9521669328455
1995-08-01 34.1150206941820
1995-09-01 34.2731535239525
1995-10-01 34.2924210492733
1995-11-01 34.3321968354902
1995-12-01 34.1237629974498
1996-01-01 34.4262612785310
1996-02-01 34.7776669327356
1996-03-01 34.8241937071954
1996-04-01 34.6976334302574
1996-05-01 34.8577924733252
1996-06-01 34.9631724014417
1996-07-01 34.3186422434994
1996-08-01 34.2517251978702
1996-09-01 34.5555982609546
1996-10-01 34.5419725313653
1996-11-01 34.6572717475851
1996-12-01 34.6137765873401
1997-01-01 34.6443581885598
1997-02-01 34.6948244404140
1997-03-01 34.7806608103041
1997-04-01 34.9285474461476
1997-05-01 35.0857208514377
1997-06-01 35.0599656883744
1997-07-01 35.1887637607023
1997-08-01 35.4059054165842
1997-09-01 35.2349887399152
1997-10-01 35.2919326164399
1997-11-01 35.4828389400992
1997-12-01 35.6017898950709
1998-01-01 35.8537310780957
1998-02-01 35.9092700981304
1998-03-01 36.0466186150321
1998-04-01 36.0504465939968
1998-05-01 36.0082700197337
1998-06-01 36.1713904355871
1998-07-01 36.4634470517463
1998-08-01 36.1477272457212
1998-09-01 36.0258827902197
1998-10-01 36.0297749642476
1998-11-01 36.0165042255252
1998-12-01 36.3925564800486
1999-01-01 36.1361117539212
1999-02-01 36.2167481799619
1999-03-01 36.3280573472685
1999-04-01 36.4756592287440
1999-05-01 36.5285773926066
1999-06-01 36.5762013549914
1999-07-01 37.1521959114794
1999-08-01 37.2044537794107
1999-09-01 37.3231190063939
1999-10-01 37.5460212556862
1999-11-01 37.6285928687810
1999-12-01 37.8779040811659
2000-01-01 38.0222892608015
2000-02-01 38.3354554546260
2000-03-01 38.4188433726935
2000-04-01 38.4819437865545
2000-05-01 38.6372865836716
2000-06-01 38.5809026401092
2000-07-01 38.7690143928951
2000-08-01 38.8799245499195
2000-09-01 39.1276986462861
2000-10-01 39.0425133735728
2000-11-01 39.4288189066425
2000-12-01 39.3792367021242
2001-01-01 38.8922314438347
2001-02-01 39.2375765902501
2001-03-01 39.4235016180794
2001-04-01 39.3920575737208
2001-05-01 39.5325294618801
2001-06-01 39.7810404641516
2001-07-01 39.8869290497282
2001-08-01 39.9886370645168
2001-09-01 40.0335866088500
2001-10-01 40.1330611671119
2001-11-01 40.2240367879237
2001-12-01 40.1852733802270
2002-01-01 39.9589027954556
2002-02-01 40.3430529152826
2002-03-01 40.4450659087011
2002-04-01 40.5779863378954
2002-05-01 40.7139652687295
2002-06-01 40.8773246329961
2002-07-01 40.6010190913871
2002-08-01 41.1243410289452
2002-09-01 41.0566373274566
2002-10-01 41.1185053537278
2002-11-01 41.2068268579736
2002-12-01 41.2965364717732
2003-01-01 41.7329055931879
2003-02-01 41.7387463718946
2003-03-01 41.8706721741446
2003-04-01 41.9416614806604
2003-05-01 41.9866213175353
2003-06-01 42.0793787939694
2003-07-01 42.2145112534430
2003-08-01 42.5872414286881
2003-09-01 42.4803514836135
2003-10-01 42.6084202330439
2003-11-01 42.6929849443720
2003-12-01 42.8074561873883
2004-01-01 43.0025081810692
2004-02-01 43.0187587632065
2004-03-01 43.0895493892217
2004-04-01 43.0979424547136
2004-05-01 43.3661267470424
2004-06-01 43.4963445670061
2004-07-01 43.6239693658161
2004-08-01 43.6337156899675
2004-09-01 43.6981263782921
2004-10-01 44.4021138269426
2004-11-01 44.2918478328664
2004-12-01 44.5211019382452
2005-01-01 44.3827611091481
2005-02-01 44.4772287975493
2005-03-01 44.4908107025816
2005-04-01 44.8654120918591
2005-05-01 44.8436313069121
2005-06-01 44.9273508058395
2005-07-01 44.8280192236385
2005-08-01 44.7837307802968
2005-09-01 45.1081522803201
2005-10-01 45.6954971678781
2005-11-01 45.5998874533963
2005-12-01 45.6312848578280
2006-01-01 45.6640814732944
2006-02-01 45.8326080834552
2006-03-01 46.0732637920060
2006-04-01 46.4561652832178
2006-05-01 46.5410746388310
2006-06-01 46.5556159481701
2006-07-01 47.0550438124835
2006-08-01 46.9097476679671
2006-09-01 47.2271285240508
2006-10-01 46.9777903104781
2006-11-01 47.4024102071935
2006-12-01 47.5377504985455
2007-01-01 47.9514298761567
2007-02-01 48.1988456204754
2007-03-01 48.3356817466741
2007-04-01 48.3691998996114
2007-05-01 48.6490833634992
2007-06-01 48.9989894687161
2007-07-01 49.2662383533148
2007-08-01 49.7145288783930
2007-09-01 49.7583452914862
2007-10-01 49.4428357012050
2007-11-01 49.5949946389980
2007-12-01 49.8453890760144
2008-01-01 50.0451579673848
2008-02-01 50.3818847627519
2008-03-01 50.4833930043186
2008-04-01 50.7006768362588
2008-05-01 50.8745145107746
2008-06-01 50.9414848896076
2008-07-01 50.5626305438515
2008-08-01 50.9579409636018
2008-09-01 51.0781546702472
2008-10-01 51.9122064084931
2008-11-01 52.0859587332532
2008-12-01 52.2306930578534
2009-01-01 52.4721896649634
2009-02-01 52.5024989254885
2009-03-01 52.5341585998959
2009-04-01 52.5300214010702
2009-05-01 52.5897865463640
2009-06-01 52.6748498321125
2009-07-01 52.4405472676030
2009-08-01 52.7300875901390
2009-09-01 52.4885814023424
2009-10-01 52.6912444168471
2009-11-01 52.6729536623125
2009-12-01 52.7131126613841
2010-01-01 52.9285154881837
2010-02-01 52.7415849087441
2010-03-01 53.0177757205211
2010-04-01 52.5419559933873
2010-05-01 52.6007518762230
2010-06-01 52.5757063202474
2010-07-01 53.0134149743572
2010-08-01 53.0892625536631
2010-09-01 52.8796878760485
2010-10-01 53.1007941097648
2010-11-01 53.1521834782116
2010-12-01 53.0869546800216
2011-01-01 53.0921604780440
2011-02-01 53.2997888690348
2011-03-01 53.5206079373585
2011-04-01 53.5261469457369
2011-05-01 53.4856778191621
2011-06-01 53.5813099647745
2011-07-01 53.8778647317104
2011-08-01 53.7792879754561
2011-09-01 53.9596320607371
2011-10-01 53.8327135626301
2011-11-01 53.8134856259797
2011-12-01 54.0734768760816
2012-01-01 53.8578621735382
2012-02-01 53.9338759887303
2012-03-01 53.9378257518517
2012-04-01 54.6052470800421
2012-05-01 54.8575899528229
2012-06-01 55.1799739616519
2012-07-01 55.0657600686125
2012-08-01 55.0792152088314
2012-09-01 55.4351140103513
2012-10-01 55.4729864120755
2012-11-01 55.5728682613928
2012-12-01 55.7451920588071
2013-01-01 55.9207546499405
2013-02-01 56.2606757597593
2013-03-01 56.2527579376013
2013-04-01 56.4821577309653
2013-05-01 56.6175850347022
2013-06-01 56.8764803895721
2013-07-01 56.9720996322536
2013-08-01 57.3225587296305
2013-09-01 57.3188109427224
2013-10-01 57.4872484320867
2013-11-01 57.8230103106206
2013-12-01 58.0256977449923
2014-01-01 58.3652310029240
2014-02-01 58.2439918771401
2014-03-01 58.4884300782670
2014-04-01 58.5651638161638
2014-05-01 58.6824680543829
2014-06-01 58.7855344966042
2014-07-01 58.9020368766846
2014-08-01 59.0448588711069
2014-09-01 59.3330863169821
2014-10-01 59.3703623053423
2014-11-01 59.7815077250943
2014-12-01 59.8049992646005
2015-01-01 60.0691805942736
2015-02-01 60.3270729630911
2015-03-01 60.0245181736641
2015-04-01 60.6663140512243
2015-05-01 60.8569879814631
2015-06-01 61.3230820928427
2015-07-01 60.9323050297710
2015-08-01 60.7589489090240
2015-09-01 60.9628479350386
2015-10-01 61.1143262082535
2015-11-01 61.1402176037489
2015-12-01 61.1958627750550
2016-01-01 60.9652569809814
2016-02-01 60.9925233661076
2016-03-01 61.1580753819808
2016-04-01 61.0923712934884
2016-05-01 61.1631818190811
2016-06-01 61.3647104392144
2016-07-01 61.5443718271120
2016-08-01 61.4482994767519
2016-09-01 61.6878716450711
2016-10-01 61.5415541247697
2016-11-01 61.5118255082303
2016-12-01 61.5889791804380
2017-01-01 61.6600959018553
2017-02-01 61.8698203322394
2017-03-01 61.6917888024954
2017-04-01 62.0302996350472
2017-05-01 62.0817049348864
2017-06-01 62.1096321300481
2017-07-01 62.2593772486147
2017-08-01 62.4330783470306
2017-09-01 62.1852035677308
2017-10-01 62.6588414355138
2017-11-01 62.6798842005583
2017-12-01 62.8833055172427
2018-01-01 63.0642948395248
2018-02-01 63.0483622237234
2018-03-01 63.2180158891157
2018-04-01 63.3687358484733
2018-05-01 63.5165419885670
2018-06-01 63.7601683896864
2018-07-01 63.2718167093256
2018-08-01 63.0871835185429
2018-09-01 63.3761870444927
2018-10-01 63.7998445459376
2018-11-01 63.8497654819512
2018-12-01 63.9980296732573
2019-01-01 64.0554167807268
2019-02-01 64.1395091751230
2019-03-01 64.3332914279939
2019-04-01 64.1056765894689
2019-05-01 64.1529850829556
2019-06-01 64.1785362654417
2019-07-01 64.2930265957576
2019-08-01 64.0431649532455
2019-09-01 64.0411202968587
2019-10-01 63.4826527847501
2019-11-01 63.9426304120322
2019-12-01 63.7241248875804
2020-01-01 63.8498982425287
2020-02-01 64.0553214885894
2020-03-01 63.8334137852728
2020-04-01 57.5406709934110
2020-05-01 58.6081124774367
2020-06-01 60.1341962579474
2020-07-01 60.4447337398832
2020-08-01 60.9749539224882
2020-09-01 61.3030073782268
2020-10-01 61.6087848190840
2020-11-01 61.6776636918640
2020-12-01 61.7719420904096
2021-01-01 61.5444159273133
2021-02-01 61.3733986523891
2021-03-01 61.5356035258841
2021-04-01 61.2483111359789
2021-05-01 61.0203489938538
2021-06-01 60.9046978515355
2021-07-01 61.5189410347899
2021-08-01 61.0289023341453
2021-09-01 60.5616447361049
2021-10-01 60.9478379662452
2021-11-01 61.1194168322325
2021-12-01 61.0962337518106
2022-01-01 61.6792239472063
2022-02-01 62.0151736118403
2022-03-01 62.0306296764549
2022-04-01 62.1372178905584
2022-05-01 62.2268210632651
2022-06-01 62.2658304905124
2022-07-01 62.0628636569735
2022-08-01 62.1819717357088
2022-09-01 62.5415568686492
2022-10-01 62.5850147327303
2022-11-01 62.7559055913457
2022-12-01 63.1152968280711
2023-01-01 63.3285925811281
2023-02-01 63.4469527870932
2023-03-01 63.7317305491893
2023-04-01 64.7151635028025
2023-05-01 64.9043926025383
2023-06-01 65.4291181707035
2023-07-01 65.7366070824369
2023-08-01 65.8569464208296
2023-09-01 65.9269177025564
2023-10-01 66.4046845896220
2023-11-01 66.5779849586230
2023-12-01 66.8041243764211
2024-01-01 67.0005271313389
2024-02-01 67.1949214378327
2024-03-01 67.4279250170568
2024-04-01 67.3942657470310
2024-05-01 67.4844314706882
2024-06-01 67.4886636745124
2024-07-01 67.9911887599301
2024-08-01 68.2368232787460
2024-09-01 68.4304502583981
2024-10-01 68.4242582434526
2024-11-01 68.7004752506292
2024-12-01 68.8080583584694
2025-01-01 68.8469350709958
2025-02-01 69.1137248429513
2025-03-01 69.2350077261283
2025-04-01 69.4804705031737
2025-05-01 69.5655740423684
2025-06-01 69.7740248481365
2025-07-01 69.7660072195997
2025-08-01 69.9224581020405
2025-09-01 69.9271276102696
2025-10-01 69.9334103767287
2025-11-01 70.0110352888023

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