Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Oakland-Fremont-Berkeley, CA (MD)

Title All Employees: Education and Health Services: Private Education and Health Services in Oakland-Fremont-Berkeley, CA (MD)
Series ID SMU06360846500000001SA
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 2025-09-01
Last Updated 2025-12-12 3:50 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 90.4592428373247
1990-02-01 90.8735729660839
1990-03-01 91.2677311043529
1990-04-01 92.4707215602345
1990-05-01 91.9441759290297
1990-06-01 94.0268936278930
1990-07-01 94.2005563489324
1990-08-01 96.6078936278893
1990-09-01 96.1971780847518
1990-10-01 95.9686292861796
1990-11-01 97.1500585680362
1990-12-01 97.0139292507949
1991-01-01 94.8924343715962
1991-02-01 95.6509610705457
1991-03-01 95.7632771924913
1991-04-01 96.3722231118813
1991-05-01 97.0148515427765
1991-06-01 96.9855507691776
1991-07-01 97.5561696303370
1991-08-01 97.8505924152756
1991-09-01 97.4993371732942
1991-10-01 99.4090407870033
1991-11-01 98.7707680499208
1991-12-01 98.5103811643845
1992-01-01 99.2266946750747
1992-02-01 99.4418547101617
1992-03-01 99.5533521279329
1992-04-01 100.0289181065860
1992-05-01 99.9873330904077
1992-06-01 99.6919993423772
1992-07-01 100.7247066031310
1992-08-01 100.5280753754450
1992-09-01 100.5357129186250
1992-10-01 101.3565319432510
1992-11-01 101.0453322721960
1992-12-01 101.9898541457690
1993-01-01 102.0702747150780
1993-02-01 101.9630418509080
1993-03-01 102.0059439828060
1993-04-01 102.1785122116120
1993-05-01 102.2135837169030
1993-06-01 102.8394844593050
1993-07-01 102.8954412751010
1993-08-01 103.0272600061860
1993-09-01 103.3871260737580
1993-10-01 103.3230503919370
1993-11-01 103.2538306082510
1993-12-01 103.8020616112000
1994-01-01 102.8272283549020
1994-02-01 102.7053908531330
1994-03-01 103.0591638882650
1994-04-01 102.3143946816350
1994-05-01 102.1974392349190
1994-06-01 101.4746871196840
1994-07-01 101.9543875372420
1994-08-01 102.0717402819390
1994-09-01 103.0284721147400
1994-10-01 102.3576355997200
1994-11-01 102.8706540889870
1994-12-01 103.1538088315250
1995-01-01 104.0039784868020
1995-02-01 104.7444473699030
1995-03-01 104.3896709060890
1995-04-01 103.7694619952740
1995-05-01 103.7348356558640
1995-06-01 105.0025777270090
1995-07-01 104.6625038980060
1995-08-01 105.2885280869090
1995-09-01 106.3124779186970
1995-10-01 104.9685596732990
1995-11-01 105.2293904350180
1995-12-01 105.4303446875710
1996-01-01 105.0414858821980
1996-02-01 105.1546174728900
1996-03-01 105.0193008069510
1996-04-01 105.6440241649220
1996-05-01 105.9202335799440
1996-06-01 105.9497642852670
1996-07-01 105.6308860237630
1996-08-01 105.2322100190890
1996-09-01 105.3004375574620
1996-10-01 105.4190225216170
1996-11-01 105.8758202691840
1996-12-01 105.8870973900450
1997-01-01 106.2470420642010
1997-02-01 107.1749890922670
1997-03-01 108.4405626327880
1997-04-01 109.0141972590620
1997-05-01 109.6709708548500
1997-06-01 109.1998717082130
1997-07-01 109.2841549488130
1997-08-01 108.6553894550170
1997-09-01 109.1506021410680
1997-10-01 110.7371330026040
1997-11-01 110.0923378468790
1997-12-01 110.1874074587800
1998-01-01 113.4730114324870
1998-02-01 113.8036587521870
1998-03-01 114.0750288814930
1998-04-01 115.0586173548720
1998-05-01 116.5045206989330
1998-06-01 115.9351943907000
1998-07-01 115.8271433464110
1998-08-01 116.1064723832450
1998-09-01 116.6037039732090
1998-10-01 118.0170705367700
1998-11-01 118.6073968589140
1998-12-01 119.1236628250390
1999-01-01 120.1393942190110
1999-02-01 120.4066474977260
1999-03-01 119.8465633040680
1999-04-01 118.7481171239520
1999-05-01 119.2325448688380
1999-06-01 119.5335264723140
1999-07-01 120.3096346079880
1999-08-01 120.9223989445000
1999-09-01 120.6327737084120
1999-10-01 119.7072337207000
1999-11-01 119.4485025451740
1999-12-01 119.6281614452330
2000-01-01 119.4775007997230
2000-02-01 119.2633282768190
2000-03-01 119.5763470473470
2000-04-01 119.8621529094930
2000-05-01 120.0593329684570
2000-06-01 120.3319253596030
2000-07-01 120.3207091922170
2000-08-01 120.6473271386890
2000-09-01 121.3330238848150
2000-10-01 121.1414095451060
2000-11-01 121.5899466524750
2000-12-01 123.0009563062370
2001-01-01 120.8187020745300
2001-02-01 121.5170696595150
2001-03-01 122.0129790159380
2001-04-01 121.3628855197530
2001-05-01 122.1857461795760
2001-06-01 122.6318103960960
2001-07-01 124.3998972040860
2001-08-01 124.4714192008470
2001-09-01 124.5425746602830
2001-10-01 125.1726759260310
2001-11-01 125.1848758424820
2001-12-01 125.8756227150640
2002-01-01 126.3502843492310
2002-02-01 127.0148899449630
2002-03-01 127.7786941389620
2002-04-01 124.3085369289500
2002-05-01 124.5085786235150
2002-06-01 124.3174503770090
2002-07-01 126.8840931782360
2002-08-01 126.3375599699600
2002-09-01 126.5143044215210
2002-10-01 126.1412821403410
2002-11-01 126.6683567675610
2002-12-01 126.8415753713490
2003-01-01 128.1087924865250
2003-02-01 128.8373594851310
2003-03-01 129.7838680396330
2003-04-01 131.3559614606660
2003-05-01 132.1502454107290
2003-06-01 132.3388593566580
2003-07-01 132.4886279018040
2003-08-01 132.5129372964790
2003-09-01 132.6990088755460
2003-10-01 132.7854165189870
2003-11-01 133.3936126159130
2003-12-01 133.4608626379810
2004-01-01 133.1218109364760
2004-02-01 133.1280564417640
2004-03-01 132.8622338868380
2004-04-01 133.1709637583860
2004-05-01 133.0580786728240
2004-06-01 134.0879329323140
2004-07-01 133.6697927931690
2004-08-01 133.7277160693320
2004-09-01 134.1439137069470
2004-10-01 134.9396642463250
2004-11-01 134.8147929131050
2004-12-01 135.2744127226230
2005-01-01 134.7126141844010
2005-02-01 134.9686623267470
2005-03-01 135.1485241476530
2005-04-01 134.3961523378360
2005-05-01 134.8742573894070
2005-06-01 134.8499075554170
2005-07-01 135.4973195137160
2005-08-01 136.0909420260780
2005-09-01 136.3808489800560
2005-10-01 137.0317524384830
2005-11-01 137.1212604494210
2005-12-01 137.2562059366480
2006-01-01 138.0554834648420
2006-02-01 138.0311369249680
2006-03-01 138.3798091997760
2006-04-01 139.3499265920580
2006-05-01 139.7667912385270
2006-06-01 140.1638875335850
2006-07-01 140.1220058722910
2006-08-01 140.7375026214470
2006-09-01 141.5475092041280
2006-10-01 141.6251540685460
2006-11-01 142.2333880320070
2006-12-01 142.7274713066380
2007-01-01 142.8464022516790
2007-02-01 144.0723607985040
2007-03-01 145.1575592575610
2007-04-01 143.6887349392730
2007-05-01 143.8886474018520
2007-06-01 145.2037883261870
2007-07-01 145.6446507311710
2007-08-01 145.6321199602440
2007-09-01 145.9584101334300
2007-10-01 146.8807922444860
2007-11-01 147.3678169899280
2007-12-01 147.8134805194330
2008-01-01 148.8150397933600
2008-02-01 150.2810587173600
2008-03-01 150.6986769057600
2008-04-01 152.5001643793910
2008-05-01 153.0034614214380
2008-06-01 152.3264643666050
2008-07-01 153.5530571945130
2008-08-01 154.3476945205700
2008-09-01 154.8627419801260
2008-10-01 155.0483101874220
2008-11-01 155.9180562057880
2008-12-01 156.4043092487720
2009-01-01 156.6869714181810
2009-02-01 156.2316772093780
2009-03-01 156.4914732085490
2009-04-01 158.2439395441430
2009-05-01 157.8266257110660
2009-06-01 157.4080555785290
2009-07-01 157.9107913520330
2009-08-01 157.9381039436190
2009-09-01 157.9598559694080
2009-10-01 158.7655174257780
2009-11-01 158.8372974474800
2009-12-01 159.1451835989490
2010-01-01 158.7550466355360
2010-02-01 158.2934414875020
2010-03-01 159.1780299898740
2010-04-01 158.3642735712980
2010-05-01 158.2422534781570
2010-06-01 158.2289965883090
2010-07-01 159.7386561612010
2010-08-01 158.7246047969240
2010-09-01 158.8259490417930
2010-10-01 159.1828207292670
2010-11-01 158.9539017799410
2010-12-01 158.6551532225990
2011-01-01 158.8891833254100
2011-02-01 158.5435627544040
2011-03-01 158.2755037158520
2011-04-01 158.6073517352310
2011-05-01 158.4960879203700
2011-06-01 158.5692630440360
2011-07-01 158.5511024668640
2011-08-01 158.7606512604080
2011-09-01 159.5792553404670
2011-10-01 159.2880945314660
2011-11-01 159.6287701686620
2011-12-01 159.7859245486110
2012-01-01 161.7137134418800
2012-02-01 162.3229241486590
2012-03-01 163.1221653412370
2012-04-01 163.1317419010810
2012-05-01 163.7035716250320
2012-06-01 164.7766909790910
2012-07-01 165.4663829232690
2012-08-01 165.7690007374940
2012-09-01 166.3943614173700
2012-10-01 166.2333154805260
2012-11-01 166.5368959649070
2012-12-01 167.2772928556140
2013-01-01 167.8011450170710
2013-02-01 168.8906893866400
2013-03-01 169.3050694783760
2013-04-01 170.0424576111730
2013-05-01 170.9715677103990
2013-06-01 170.5994169317470
2013-07-01 170.5389150761360
2013-08-01 171.1534024547700
2013-09-01 171.2063193250540
2013-10-01 171.5674839107310
2013-11-01 172.2360313180370
2013-12-01 171.8685791729540
2014-01-01 171.5570331516460
2014-02-01 172.0004297742250
2014-03-01 172.2411557193670
2014-04-01 172.3951075132760
2014-05-01 172.6247984363370
2014-06-01 173.0664148549780
2014-07-01 172.7588070609670
2014-08-01 173.0947988699040
2014-09-01 173.1346496724760
2014-10-01 174.0142379767900
2014-11-01 175.1293710684230
2014-12-01 174.7463043988790
2015-01-01 175.2893819953590
2015-02-01 175.5439885348360
2015-03-01 175.6902900522430
2015-04-01 176.5846873837700
2015-05-01 177.4858289860510
2015-06-01 177.8694277231080
2015-07-01 180.0264124564460
2015-08-01 179.8994384431790
2015-09-01 180.3001407743800
2015-10-01 181.0299134679540
2015-11-01 181.4147703380770
2015-12-01 182.1480764590900
2016-01-01 182.4619548050970
2016-02-01 182.7414846145030
2016-03-01 183.1813789080520
2016-04-01 184.6014698457480
2016-05-01 184.8244848362040
2016-06-01 184.7435628603200
2016-07-01 186.9682740102180
2016-08-01 186.4693377376620
2016-09-01 187.8514632270430
2016-10-01 188.4044344643240
2016-11-01 188.5954422989050
2016-12-01 189.4158377421680
2017-01-01 189.5528248170540
2017-02-01 190.0754057890210
2017-03-01 191.2386886394510
2017-04-01 190.7806794953830
2017-05-01 191.2803816322960
2017-06-01 192.0632608666570
2017-07-01 191.7796671591730
2017-08-01 191.6987843949130
2017-09-01 192.1874155173750
2017-10-01 192.0824755345130
2017-11-01 192.4127855304170
2017-12-01 192.8196273057660
2018-01-01 192.9290694344680
2018-02-01 193.1738973792590
2018-03-01 193.7728560640380
2018-04-01 193.6647199467080
2018-05-01 193.6204443091530
2018-06-01 195.2231033180480
2018-07-01 193.9229550503350
2018-08-01 194.8311612570580
2018-09-01 194.6372281356190
2018-10-01 194.8477001810810
2018-11-01 195.3030793334280
2018-12-01 195.4000142081200
2019-01-01 196.4579039871750
2019-02-01 197.0313186942270
2019-03-01 197.7766960847420
2019-04-01 197.7050704531600
2019-05-01 198.0243727807570
2019-06-01 198.2049061272970
2019-07-01 198.8356653228610
2019-08-01 199.0540062002400
2019-09-01 199.0929870443790
2019-10-01 198.4584347345000
2019-11-01 199.9891314150700
2019-12-01 199.7534653876000
2020-01-01 201.3201286505450
2020-02-01 201.7236205189420
2020-03-01 200.7067790238030
2020-04-01 178.6885130172530
2020-05-01 181.1733169724590
2020-06-01 186.8136799708200
2020-07-01 187.8350996746360
2020-08-01 189.4663687031190
2020-09-01 190.1064110549310
2020-10-01 191.8634296003400
2020-11-01 192.4454717577520
2020-12-01 193.5349723652260
2021-01-01 193.5451754374270
2021-02-01 194.2239073500300
2021-03-01 195.0243607485990
2021-04-01 197.9330339175950
2021-05-01 197.6860230313120
2021-06-01 198.2367096061660
2021-07-01 199.7005849505600
2021-08-01 199.1771048195940
2021-09-01 198.6732716875940
2021-10-01 201.7696819357090
2021-11-01 202.3400818086240
2021-12-01 203.3241468336240
2022-01-01 203.2087079246270
2022-02-01 204.4372660675730
2022-03-01 206.0506012492620
2022-04-01 204.2839096002210
2022-05-01 204.5617633752680
2022-06-01 204.3340764994970
2022-07-01 204.7999950438330
2022-08-01 206.2187632920890
2022-09-01 206.8294729267140
2022-10-01 207.3553976683400
2022-11-01 208.5320561311780
2022-12-01 208.9395805353270
2023-01-01 210.6226150607190
2023-02-01 211.3843536998120
2023-03-01 212.4076644270140
2023-04-01 214.3077786595850
2023-05-01 215.4380872175300
2023-06-01 216.8944774695630
2023-07-01 217.0805115150270
2023-08-01 218.9696077207430
2023-09-01 220.4327306879030
2023-10-01 220.5311476737650
2023-11-01 221.5763494874650
2023-12-01 223.1738704369550
2024-01-01 224.7693203546480
2024-02-01 225.3303812421780
2024-03-01 226.7034759417070
2024-04-01 227.1870524832670
2024-05-01 228.3196191219290
2024-06-01 229.3071209919100
2024-07-01 230.5619247094100
2024-08-01 230.7273358238600
2024-09-01 230.2332664959370
2024-10-01 232.4551370187970
2024-11-01 233.0167925064090
2024-12-01 233.8342051590850
2025-01-01 234.5637838313870
2025-02-01 235.8636548586530
2025-03-01 236.7537745648030
2025-04-01 238.3656093287090
2025-05-01 238.6998576898090
2025-06-01 240.0286925234350
2025-07-01 241.5459065181490
2025-08-01 242.1867587058760
2025-09-01 242.8917972187330

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