Table Data - All Employees: Education and Health Services: Private Education and Health Services in San Francisco-San Mateo-Redwood City, CA (MD)

Title All Employees: Education and Health Services: Private Education and Health Services in San Francisco-San Mateo-Redwood City, CA (MD)
Series ID SMU06418846500000001SA
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 3:27 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 79.0524812510503
1990-02-01 78.5135149051767
1990-03-01 78.5191782521351
1990-04-01 79.4745086350725
1990-05-01 78.9232428758533
1990-06-01 78.4702740711858
1990-07-01 78.1347252398961
1990-08-01 77.9987436680047
1990-09-01 78.5495357272659
1990-10-01 79.5676976165622
1990-11-01 79.0953530847877
1990-12-01 78.9098455535994
1991-01-01 78.8767206036035
1991-02-01 78.8873534976747
1991-03-01 78.6237091609632
1991-04-01 78.9663492900352
1991-05-01 79.1920230112062
1991-06-01 79.6190551766351
1991-07-01 80.5476604306048
1991-08-01 80.7211724866102
1991-09-01 80.6468835680148
1991-10-01 81.4931638050982
1991-11-01 81.2128973520789
1991-12-01 81.5135419087981
1992-01-01 80.9927833196793
1992-02-01 80.9402774542983
1992-03-01 81.5040830380237
1992-04-01 81.0185730428242
1992-05-01 80.7368065286322
1992-06-01 80.7072060479488
1992-07-01 80.4683818025640
1992-08-01 80.4486484663809
1992-09-01 80.0513400138873
1992-10-01 79.7813402450106
1992-11-01 79.7987563621070
1992-12-01 79.3302822968556
1993-01-01 81.1603838182897
1993-02-01 80.6739166105244
1993-03-01 80.5443612413940
1993-04-01 80.0375793288468
1993-05-01 80.1721819650659
1993-06-01 79.9104068395743
1993-07-01 80.4220043331125
1993-08-01 80.5222734902657
1993-09-01 80.7762676749140
1993-10-01 80.3993724825354
1993-11-01 80.5087618403377
1993-12-01 80.5514637200001
1994-01-01 80.6354923029149
1994-02-01 80.6467397503228
1994-03-01 80.4837269216226
1994-04-01 80.9202911812671
1994-05-01 81.0873300022822
1994-06-01 81.2614616319759
1994-07-01 80.5514717327002
1994-08-01 80.6733448996967
1994-09-01 80.9305413516647
1994-10-01 81.4012264692040
1994-11-01 81.5176845687162
1994-12-01 81.8320030533205
1995-01-01 80.9280345560335
1995-02-01 81.1698496577214
1995-03-01 81.5201302409933
1995-04-01 82.1914551802093
1995-05-01 82.4771132507721
1995-06-01 82.8507503514500
1995-07-01 83.1225002790453
1995-08-01 83.8573147410856
1995-09-01 83.9113811935451
1995-10-01 83.6278058379619
1995-11-01 84.1813151388985
1995-12-01 84.2008957804852
1996-01-01 84.3185221782547
1996-02-01 84.3462384230390
1996-03-01 85.4245516136839
1996-04-01 84.7697696705101
1996-05-01 84.7208696305926
1996-06-01 85.3466379864792
1996-07-01 85.1809514190705
1996-08-01 85.5112688529303
1996-09-01 85.1795211613606
1996-10-01 85.1930326021108
1996-11-01 85.2730250032637
1996-12-01 86.3030045754642
1997-01-01 87.3257643837829
1997-02-01 87.4157376943901
1997-03-01 87.3906281857561
1997-04-01 88.2791799832901
1997-05-01 89.9957033417248
1997-06-01 89.1124183213496
1997-07-01 90.0826450760435
1997-08-01 88.7797159871618
1997-09-01 89.5448602438003
1997-10-01 91.4279876798888
1997-11-01 91.5679340734792
1997-12-01 91.3875213990185
1998-01-01 92.5087746680592
1998-02-01 93.1186023518251
1998-03-01 92.7334821668173
1998-04-01 92.8980487978002
1998-05-01 93.7085112656413
1998-06-01 93.2508011817039
1998-07-01 93.4270534690021
1998-08-01 93.0987680896057
1998-09-01 94.2893203246059
1998-10-01 95.4821545509375
1998-11-01 94.5687440520240
1998-12-01 94.5773325149264
1999-01-01 95.5504221983935
1999-02-01 95.6140515521393
1999-03-01 96.0026822705208
1999-04-01 95.4645849538715
1999-05-01 94.7003752433664
1999-06-01 95.3609679438312
1999-07-01 95.2428809094623
1999-08-01 94.4690614584407
1999-09-01 95.2537635515046
1999-10-01 94.7558318647228
1999-11-01 94.6382121143798
1999-12-01 94.8443983731600
2000-01-01 93.2510151042882
2000-02-01 94.0407810294716
2000-03-01 93.5286626962317
2000-04-01 88.4049515647345
2000-05-01 88.3544806183744
2000-06-01 88.4783958282266
2000-07-01 89.0964805083500
2000-08-01 89.2938050217598
2000-09-01 89.2994355084413
2000-10-01 89.4192404906423
2000-11-01 89.8839372697368
2000-12-01 90.5676612544102
2001-01-01 89.1472557681134
2001-02-01 89.4783221678074
2001-03-01 90.1673845329623
2001-04-01 90.6610781428530
2001-05-01 91.1182707656837
2001-06-01 91.3220834083396
2001-07-01 91.1682680601394
2001-08-01 92.1644859866838
2001-09-01 92.2289021739033
2001-10-01 92.2004612837392
2001-11-01 92.5400672003560
2001-12-01 92.9095062086240
2002-01-01 92.4317036762153
2002-02-01 91.9452698293692
2002-03-01 92.1740880862728
2002-04-01 91.7108817784608
2002-05-01 92.6804553936068
2002-06-01 91.6386438362333
2002-07-01 91.2685611354501
2002-08-01 91.3535674090340
2002-09-01 91.3212532421606
2002-10-01 93.1765020330993
2002-11-01 93.0196725602566
2002-12-01 93.0358345849482
2003-01-01 94.1797235821968
2003-02-01 94.3478205102835
2003-03-01 93.8883949119008
2003-04-01 95.6538018512258
2003-05-01 96.0059510502535
2003-06-01 96.5631222155870
2003-07-01 97.0991192502059
2003-08-01 96.9974088163296
2003-09-01 96.8235884916058
2003-10-01 96.6721523078848
2003-11-01 96.1455142111575
2003-12-01 96.9884838636655
2004-01-01 98.6555475896102
2004-02-01 98.5370871789848
2004-03-01 98.4822834976719
2004-04-01 98.1061301179224
2004-05-01 98.0896040169049
2004-06-01 97.8352736469203
2004-07-01 98.0222019754074
2004-08-01 98.6388494610068
2004-09-01 98.9164782627538
2004-10-01 99.0239386233770
2004-11-01 99.3258854400492
2004-12-01 99.5154919227158
2005-01-01 98.9907223336327
2005-02-01 99.3891657836179
2005-03-01 99.2625081806751
2005-04-01 99.3826444651881
2005-05-01 99.4789574481312
2005-06-01 99.6121725178943
2005-07-01 100.1371613828020
2005-08-01 100.4068449975270
2005-09-01 100.5758010450030
2005-10-01 100.7037794069010
2005-11-01 101.0154665658320
2005-12-01 101.2768498048930
2006-01-01 101.5896621935130
2006-02-01 101.8316324721930
2006-03-01 102.2706908425320
2006-04-01 102.7289590386430
2006-05-01 103.1505018953080
2006-06-01 103.7755740980250
2006-07-01 103.5505007243200
2006-08-01 103.8223745040600
2006-09-01 104.0098773744850
2006-10-01 104.1745063170130
2006-11-01 104.0835765508570
2006-12-01 104.3891485862340
2007-01-01 104.9916933472520
2007-02-01 105.4428747309130
2007-03-01 105.6990758107020
2007-04-01 104.9900458428720
2007-05-01 105.6955300699780
2007-06-01 106.8033169428830
2007-07-01 105.9766423392240
2007-08-01 106.0801186795710
2007-09-01 106.3288840577560
2007-10-01 106.7211699841680
2007-11-01 107.8332318439420
2007-12-01 107.6022900757520
2008-01-01 108.0656961036470
2008-02-01 108.4460881508460
2008-03-01 109.2564302740430
2008-04-01 110.0809508194720
2008-05-01 111.0834572281490
2008-06-01 111.7870007947950
2008-07-01 112.9702179962220
2008-08-01 113.7802249490530
2008-09-01 114.0466001662180
2008-10-01 115.2732219732490
2008-11-01 115.5227545619390
2008-12-01 116.0846446956860
2009-01-01 115.9396599934040
2009-02-01 115.4888913741870
2009-03-01 115.4780453602910
2009-04-01 114.5435669483890
2009-05-01 115.1178889198590
2009-06-01 116.0695594421420
2009-07-01 115.5793712129730
2009-08-01 115.2140966190290
2009-09-01 115.1531965333870
2009-10-01 114.7195371455120
2009-11-01 114.8286089646560
2009-12-01 114.8127154689610
2010-01-01 116.9324434167370
2010-02-01 115.3968708447170
2010-03-01 115.2382466211930
2010-04-01 116.1491486044850
2010-05-01 116.5806387652140
2010-06-01 117.0884565419210
2010-07-01 116.7999713288480
2010-08-01 116.2563877334240
2010-09-01 117.0149877873350
2010-10-01 116.8066166504580
2010-11-01 116.5581699296910
2010-12-01 116.7176323787130
2011-01-01 118.0709726935050
2011-02-01 116.8559418275570
2011-03-01 116.4637011663010
2011-04-01 116.4885368431850
2011-05-01 116.2721370037290
2011-06-01 115.0918236208950
2011-07-01 115.7021452529600
2011-08-01 115.8861179477360
2011-09-01 117.3418953401310
2011-10-01 117.9126129762010
2011-11-01 117.7726530783580
2011-12-01 117.9409125987840
2012-01-01 116.6564545346380
2012-02-01 118.3587763562450
2012-03-01 119.0546853050780
2012-04-01 119.8411113915680
2012-05-01 120.1011510127400
2012-06-01 119.7133146971200
2012-07-01 120.4312654344760
2012-08-01 121.0785963079860
2012-09-01 120.8529712853920
2012-10-01 120.5677062067630
2012-11-01 121.3304220250200
2012-12-01 121.7495751225960
2013-01-01 120.6405305331980
2013-02-01 122.2888831104630
2013-03-01 123.2249880268410
2013-04-01 122.4363803236860
2013-05-01 123.2167259544820
2013-06-01 123.7068725707860
2013-07-01 123.6553292584210
2013-08-01 124.1998944687320
2013-09-01 123.4338960919120
2013-10-01 124.0776352989080
2013-11-01 124.5905619827920
2013-12-01 124.8715771794050
2014-01-01 124.3783582192300
2014-02-01 125.3220508534730
2014-03-01 125.3929419872160
2014-04-01 125.8152499900040
2014-05-01 125.9327361580120
2014-06-01 125.6904595595370
2014-07-01 125.6950314475380
2014-08-01 126.2472657595310
2014-09-01 126.6293985223920
2014-10-01 126.7436586718380
2014-11-01 126.9861661617430
2014-12-01 127.0535908427230
2015-01-01 129.1797310689840
2015-02-01 128.3641461537340
2015-03-01 128.4673032095140
2015-04-01 128.8168754569360
2015-05-01 128.8629643208160
2015-06-01 129.7306582206720
2015-07-01 130.4602228755040
2015-08-01 130.5662264567910
2015-09-01 130.7007466758740
2015-10-01 131.0831777342830
2015-11-01 131.2145106904110
2015-12-01 131.1962363435710
2016-01-01 131.1103254685270
2016-02-01 130.9032740303100
2016-03-01 131.6741575920890
2016-04-01 132.2377017660230
2016-05-01 132.5465882221750
2016-06-01 133.1672220823740
2016-07-01 133.8069798896590
2016-08-01 133.6615590299560
2016-09-01 134.4956314540010
2016-10-01 135.5622583642730
2016-11-01 135.4007214133250
2016-12-01 135.7733450930930
2017-01-01 135.4023845275130
2017-02-01 136.0780495955640
2017-03-01 136.6078862194270
2017-04-01 135.7371474730010
2017-05-01 135.8672479861340
2017-06-01 135.7194719126960
2017-07-01 134.4535362419910
2017-08-01 135.3677617539570
2017-09-01 136.9340045039970
2017-10-01 136.3581035026190
2017-11-01 136.5632292846490
2017-12-01 137.0681615151000
2018-01-01 137.4896290042790
2018-02-01 138.1966384743320
2018-03-01 139.2806423132410
2018-04-01 138.1812485361550
2018-05-01 137.9645954504060
2018-06-01 138.4789931589740
2018-07-01 138.3308706729150
2018-08-01 139.1612420219420
2018-09-01 138.7405834162440
2018-10-01 139.8930954725750
2018-11-01 140.5221486527310
2018-12-01 140.2207933933800
2019-01-01 141.6003016789290
2019-02-01 142.1001463098090
2019-03-01 143.0679598732810
2019-04-01 145.5591821577690
2019-05-01 145.7369734700980
2019-06-01 146.0462196276190
2019-07-01 147.2023698909490
2019-08-01 148.0126169137160
2019-09-01 148.4797129268860
2019-10-01 147.9169247760930
2019-11-01 148.4408034226450
2019-12-01 149.1267151860840
2020-01-01 149.8313776765350
2020-02-01 150.2953554466190
2020-03-01 149.8544799160910
2020-04-01 133.9265874024740
2020-05-01 134.7041660707390
2020-06-01 139.4712716543820
2020-07-01 139.7917149464370
2020-08-01 140.3961923695710
2020-09-01 140.8191623818300
2020-10-01 141.3769061442290
2020-11-01 141.6600138951780
2020-12-01 142.6976708101390
2021-01-01 142.8825075631650
2021-02-01 142.9146474459300
2021-03-01 142.5770002500960
2021-04-01 143.7902252621280
2021-05-01 144.4907309622740
2021-06-01 145.2276712129250
2021-07-01 146.5646238708130
2021-08-01 147.1267213947320
2021-09-01 147.3745898281590
2021-10-01 148.8905323486050
2021-11-01 149.3195539858140
2021-12-01 149.5086164112390
2022-01-01 149.8702265498940
2022-02-01 150.6702782747810
2022-03-01 152.0874087650800
2022-04-01 150.8182216762990
2022-05-01 150.4784245634260
2022-06-01 151.4159253167650
2022-07-01 151.2019625824690
2022-08-01 151.3729457267340
2022-09-01 151.8939914374510
2022-10-01 151.6998806809580
2022-11-01 152.0646450261340
2022-12-01 152.3545042644300
2023-01-01 153.6005493956240
2023-02-01 154.0308977147270
2023-03-01 154.3063797350650
2023-04-01 155.1318950137460
2023-05-01 155.6844920696690
2023-06-01 156.3236985986830
2023-07-01 156.6766116332120
2023-08-01 157.0362016352270
2023-09-01 157.6228902337410
2023-10-01 157.6559353940350
2023-11-01 158.4404928756850
2023-12-01 159.2940844336020
2024-01-01 159.6811237853550
2024-02-01 159.7924944753980
2024-03-01 160.7268510898690
2024-04-01 161.1160765714600
2024-05-01 161.2402157741040
2024-06-01 161.8903049071740
2024-07-01 161.8188059052500
2024-08-01 162.4780179286030
2024-09-01 162.6300123383230
2024-10-01 163.6337896372270
2024-11-01 163.9258629957700
2024-12-01 164.2436261710970
2025-01-01 164.2017163754490
2025-02-01 164.1577483826510
2025-03-01 164.2345557037330
2025-04-01 164.7471205226080
2025-05-01 164.4299631434520
2025-06-01 164.0518545647290
2025-07-01 166.4610412162120
2025-08-01 166.7997442616590
2025-09-01 166.4769065778830
2025-10-01 166.1045537672860
2025-11-01 166.1668916307930
2025-12-01 165.9032032947270

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