Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Miami-Miami Beach-Kendall, FL (MD)

Title All Employees: Education and Health Services: Private Education and Health Services in Miami-Miami Beach-Kendall, FL (MD)
Series ID SMU12331246500000001SA
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 12:04 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 91.6860995704483
1990-02-01 91.6565573480629
1990-03-01 91.9704455300393
1990-04-01 90.6109188668280
1990-05-01 90.9959725257918
1990-06-01 92.1327250755342
1990-07-01 92.4127657878965
1990-08-01 93.7810210608955
1990-09-01 93.4657408771554
1990-10-01 93.5406942786956
1990-11-01 93.6946441847868
1990-12-01 93.9699590312325
1991-01-01 93.9017112196618
1991-02-01 94.4332617757924
1991-03-01 94.8534952391375
1991-04-01 95.2140956033547
1991-05-01 95.7676051660591
1991-06-01 96.1369757163388
1991-07-01 98.2982122722678
1991-08-01 98.4233190456440
1991-09-01 98.6363982772426
1991-10-01 98.8458099854268
1991-11-01 99.5720464235200
1991-12-01 99.2464365740679
1992-01-01 104.1764606612600
1992-02-01 103.7063902350300
1992-03-01 103.8132647077730
1992-04-01 106.1930663952320
1992-05-01 104.5904513657350
1992-06-01 103.6354708862440
1992-07-01 103.8608278887520
1992-08-01 103.4431940609020
1992-09-01 101.3947955972410
1992-10-01 102.0642637322250
1992-11-01 101.8736136500410
1992-12-01 102.7896400890300
1993-01-01 103.1643115180980
1993-02-01 103.4781480600080
1993-03-01 104.1556780057590
1993-04-01 104.5697871547600
1993-05-01 104.4289777424970
1993-06-01 104.7113890787500
1993-07-01 107.6908637630870
1993-08-01 108.2223005472070
1993-09-01 107.9995918828060
1993-10-01 109.3062551965700
1993-11-01 109.7013784680950
1993-12-01 109.9374345722790
1994-01-01 109.8326921391100
1994-02-01 110.2617424032500
1994-03-01 110.6409625210420
1994-04-01 109.7001999182260
1994-05-01 110.1177269983420
1994-06-01 110.2193436393860
1994-07-01 110.8477059685600
1994-08-01 111.2482798087640
1994-09-01 111.3860544652140
1994-10-01 111.0913925379260
1994-11-01 111.2803559575100
1994-12-01 111.5488318660580
1995-01-01 112.6745789040160
1995-02-01 112.5449952385060
1995-03-01 112.7078330609080
1995-04-01 113.3788595965520
1995-05-01 113.6354228272760
1995-06-01 114.1227159301470
1995-07-01 114.4980147413500
1995-08-01 114.7778349903160
1995-09-01 114.8405982843210
1995-10-01 115.5918292990620
1995-11-01 115.9844962017320
1995-12-01 115.7135029860080
1996-01-01 115.7080536971720
1996-02-01 116.1531734351190
1996-03-01 116.1055983311490
1996-04-01 114.2514403808790
1996-05-01 115.0173340159130
1996-06-01 115.2528290252820
1996-07-01 115.0134171352380
1996-08-01 115.0916294626270
1996-09-01 115.5758090040550
1996-10-01 115.0545365157470
1996-11-01 115.3400817338230
1996-12-01 115.3264421229690
1997-01-01 117.7388752935810
1997-02-01 117.8588908207470
1997-03-01 118.5130536754080
1997-04-01 119.1237668527050
1997-05-01 119.2466641616740
1997-06-01 119.3251093882260
1997-07-01 118.7407751767930
1997-08-01 119.3092417459500
1997-09-01 120.0452773251080
1997-10-01 119.2415759583660
1997-11-01 119.1348527721330
1997-12-01 119.1055739931460
1998-01-01 120.5939948992710
1998-02-01 120.4766521135300
1998-03-01 121.0437695298920
1998-04-01 120.4605991544390
1998-05-01 120.5713714848100
1998-06-01 120.4708125970950
1998-07-01 121.3829798600420
1998-08-01 121.1092951592860
1998-09-01 121.3900935530560
1998-10-01 121.1469163518360
1998-11-01 120.9577944663610
1998-12-01 120.9924230709410
1999-01-01 121.3560873246300
1999-02-01 121.1726328819380
1999-03-01 121.3441546064750
1999-04-01 120.4988168459380
1999-05-01 120.5346263232690
1999-06-01 121.2180626909520
1999-07-01 120.2634816963750
1999-08-01 120.4173881322850
1999-09-01 120.1139479617280
1999-10-01 120.1893716239160
1999-11-01 120.4333799057330
1999-12-01 120.5184305294360
2000-01-01 119.9823501552220
2000-02-01 120.2724465592840
2000-03-01 119.8142306449470
2000-04-01 120.1961509093220
2000-05-01 119.9831623747160
2000-06-01 120.8978282728550
2000-07-01 121.0226099016190
2000-08-01 120.8464898475030
2000-09-01 120.7068182839070
2000-10-01 121.1788629543290
2000-11-01 121.2971787712010
2000-12-01 121.5741973269840
2001-01-01 120.6283160181680
2001-02-01 121.0422845730690
2001-03-01 121.3354708290110
2001-04-01 121.9531704934010
2001-05-01 122.5717010900840
2001-06-01 123.0809505422610
2001-07-01 124.5391013715830
2001-08-01 123.6260827334150
2001-09-01 123.3341933278030
2001-10-01 123.4346734665830
2001-11-01 123.7724347919130
2001-12-01 124.2082961337580
2002-01-01 123.8708399475880
2002-02-01 123.8457209358320
2002-03-01 124.2931467407890
2002-04-01 124.3728263283170
2002-05-01 124.5942607547850
2002-06-01 124.4457828958390
2002-07-01 124.8100509006220
2002-08-01 125.4329451545960
2002-09-01 126.5297134766370
2002-10-01 127.2188199702780
2002-11-01 128.0094543768590
2002-12-01 128.2879546972190
2003-01-01 129.2109055569920
2003-02-01 129.4733117656320
2003-03-01 129.9483826911840
2003-04-01 129.9724667562130
2003-05-01 129.8611602919160
2003-06-01 130.0165335436810
2003-07-01 129.9789496435940
2003-08-01 130.0266453232820
2003-09-01 131.0282263293820
2003-10-01 131.5628659589370
2003-11-01 130.8875178581770
2003-12-01 131.5499058277450
2004-01-01 132.3841530785530
2004-02-01 133.4362102814810
2004-03-01 133.5005835940290
2004-04-01 133.9115141107020
2004-05-01 134.1079413234230
2004-06-01 134.2237334128160
2004-07-01 134.3771795791290
2004-08-01 134.6469669302250
2004-09-01 134.2543376637310
2004-10-01 135.8113496261750
2004-11-01 136.2944361399620
2004-12-01 135.7088386448310
2005-01-01 134.6594737144420
2005-02-01 135.3916275757650
2005-03-01 135.4321824486250
2005-04-01 137.1820862508170
2005-05-01 136.5340105038790
2005-06-01 136.0499404649500
2005-07-01 137.7355967537190
2005-08-01 138.2333317675450
2005-09-01 138.4416644061090
2005-10-01 138.7594345077590
2005-11-01 138.9049077860280
2005-12-01 138.8735271650620
2006-01-01 138.6095663240900
2006-02-01 139.3684699770020
2006-03-01 139.9124263281840
2006-04-01 140.8847701763060
2006-05-01 141.3384011195500
2006-06-01 141.8311124382870
2006-07-01 142.7200889349020
2006-08-01 143.3514642765500
2006-09-01 143.0790135432210
2006-10-01 143.4761050742490
2006-11-01 144.2771312799990
2006-12-01 145.2014413105180
2007-01-01 146.0785486951890
2007-02-01 146.4134886838650
2007-03-01 146.8096172193420
2007-04-01 147.1652741887610
2007-05-01 147.6138287542420
2007-06-01 148.1768770829100
2007-07-01 148.9866689372420
2007-08-01 149.4705049067340
2007-09-01 150.3712775156910
2007-10-01 150.2264896902110
2007-11-01 150.5201661425400
2007-12-01 151.3611079919210
2008-01-01 151.7525923221530
2008-02-01 152.3760372759550
2008-03-01 153.1306331389100
2008-04-01 153.0970298045820
2008-05-01 153.8068742280980
2008-06-01 153.8012156433510
2008-07-01 153.7518455413840
2008-08-01 154.6880996407560
2008-09-01 154.6970992421180
2008-10-01 154.5683070316680
2008-11-01 154.8769204229930
2008-12-01 155.1532544827660
2009-01-01 155.6304534487770
2009-02-01 155.2148088704170
2009-03-01 155.5138348258430
2009-04-01 155.4743300942650
2009-05-01 155.9229174735880
2009-06-01 156.4335733499850
2009-07-01 157.1067388708770
2009-08-01 157.3434350623690
2009-09-01 157.8450645623560
2009-10-01 159.1738641097700
2009-11-01 158.9211783001210
2009-12-01 158.5512630733460
2010-01-01 158.2926080549250
2010-02-01 158.1098295895350
2010-03-01 157.9975763092500
2010-04-01 158.3053854002150
2010-05-01 158.6704638597140
2010-06-01 159.2056562653840
2010-07-01 159.6962064106940
2010-08-01 159.1932413490680
2010-09-01 159.0610913130810
2010-10-01 159.6465685371020
2010-11-01 159.9747719383470
2010-12-01 160.3119501575110
2011-01-01 161.6127641879100
2011-02-01 161.5115550587330
2011-03-01 161.8181397357920
2011-04-01 162.3086437481960
2011-05-01 161.9441977138240
2011-06-01 161.7469719196250
2011-07-01 160.8376999010110
2011-08-01 160.5833596856760
2011-09-01 161.2213514342430
2011-10-01 161.3861780046240
2011-11-01 161.4507091399420
2011-12-01 161.4250864859320
2012-01-01 161.3192484549410
2012-02-01 161.6836852287720
2012-03-01 162.4562859904630
2012-04-01 161.2952416393810
2012-05-01 160.9592683436760
2012-06-01 160.8429008638340
2012-07-01 160.0120881458700
2012-08-01 160.8477926019110
2012-09-01 160.8218145907960
2012-10-01 160.7558323138070
2012-11-01 160.9369718547940
2012-12-01 160.6799885721100
2013-01-01 161.1421315371310
2013-02-01 161.5297248144620
2013-03-01 161.7451777547970
2013-04-01 161.7240488763900
2013-05-01 161.8789075842360
2013-06-01 162.2304813616590
2013-07-01 161.3770266882280
2013-08-01 162.0776035119270
2013-09-01 162.1839924460770
2013-10-01 161.8555396909550
2013-11-01 162.0997270570880
2013-12-01 162.6734521873460
2014-01-01 162.8730815149040
2014-02-01 162.9441524008010
2014-03-01 163.1267062953850
2014-04-01 163.8263748091050
2014-05-01 164.0770542614520
2014-06-01 164.6481190340190
2014-07-01 165.4633174953630
2014-08-01 166.6763271242010
2014-09-01 166.9626838236020
2014-10-01 167.0694265009020
2014-11-01 167.3928794294950
2014-12-01 167.7973373393840
2015-01-01 167.9192495020980
2015-02-01 168.1385158395840
2015-03-01 168.9195392297350
2015-04-01 169.0310959907790
2015-05-01 169.9843378506320
2015-06-01 170.5459511543550
2015-07-01 171.1704951556650
2015-08-01 170.8300479806290
2015-09-01 171.7999701816740
2015-10-01 173.0298850262850
2015-11-01 173.4382256084770
2015-12-01 173.6248426549710
2016-01-01 174.4868944049410
2016-02-01 174.6857325639360
2016-03-01 174.8768845419200
2016-04-01 176.1459255208130
2016-05-01 176.1815073555540
2016-06-01 176.3416667856020
2016-07-01 178.2491218981570
2016-08-01 178.2582590125920
2016-09-01 179.4479583893300
2016-10-01 178.8411858486530
2016-11-01 178.8922781347550
2016-12-01 179.7799381720950
2017-01-01 179.7389743243330
2017-02-01 180.0372954759990
2017-03-01 180.9828095037880
2017-04-01 181.3365920786040
2017-05-01 182.6587445940190
2017-06-01 182.7785409643160
2017-07-01 182.6447736735260
2017-08-01 182.7388990985590
2017-09-01 180.5527477784580
2017-10-01 183.4441121344670
2017-11-01 183.5581991958820
2017-12-01 184.2585302547220
2018-01-01 184.4476445758710
2018-02-01 184.9956011430820
2018-03-01 185.5934072179590
2018-04-01 184.7500632388550
2018-05-01 184.9908558269380
2018-06-01 185.2991236471860
2018-07-01 185.9435891305170
2018-08-01 187.6949232400040
2018-09-01 187.6803648313980
2018-10-01 188.0522598441970
2018-11-01 188.4535268368350
2018-12-01 188.9720433774880
2019-01-01 189.9791951577410
2019-02-01 190.6395283905810
2019-03-01 191.2864419663650
2019-04-01 191.7299542634350
2019-05-01 192.0531955091670
2019-06-01 191.3052444821790
2019-07-01 191.8228050698150
2019-08-01 192.7123473018800
2019-09-01 192.3473915562370
2019-10-01 193.3668540617540
2019-11-01 193.9759323587240
2019-12-01 194.0271387250760
2020-01-01 194.7222920147550
2020-02-01 195.5187882930640
2020-03-01 194.8302432366650
2020-04-01 176.1212404841990
2020-05-01 180.8991227918210
2020-06-01 184.8463949436600
2020-07-01 183.1078956410180
2020-08-01 183.2471444009850
2020-09-01 184.6345596125740
2020-10-01 187.2525669041010
2020-11-01 187.5817645744880
2020-12-01 188.0590330243180
2021-01-01 187.9274051139210
2021-02-01 188.9000107639320
2021-03-01 190.4219957427450
2021-04-01 191.1734263450500
2021-05-01 191.8371484661260
2021-06-01 193.2054267602330
2021-07-01 194.6145295035390
2021-08-01 194.4757308186790
2021-09-01 195.8108132920240
2021-10-01 197.7593621948380
2021-11-01 197.9238792073330
2021-12-01 198.1154958234870
2022-01-01 198.9511685818520
2022-02-01 200.4082777421450
2022-03-01 200.5173660968640
2022-04-01 201.3231949810560
2022-05-01 202.4631366678060
2022-06-01 203.3412668785230
2022-07-01 204.0652357740390
2022-08-01 205.2306588743180
2022-09-01 207.4683591662720
2022-10-01 207.4242555444260
2022-11-01 207.9401504298100
2022-12-01 208.8715115807540
2023-01-01 210.4442279701130
2023-02-01 210.5798249354810
2023-03-01 211.6327870739950
2023-04-01 213.4778415555640
2023-05-01 214.3887808031300
2023-06-01 215.5342143314770
2023-07-01 215.8307115925320
2023-08-01 216.3843572869070
2023-09-01 217.0959267613500
2023-10-01 217.9902182255910
2023-11-01 218.0786835907000
2023-12-01 218.5124699348410
2024-01-01 218.8542203578330
2024-02-01 220.1886596920900
2024-03-01 220.6875827296030
2024-04-01 220.9442626397620
2024-05-01 220.6870560844600
2024-06-01 220.9845130567410
2024-07-01 221.4106267273440
2024-08-01 222.4610686084580
2024-09-01 223.0557387698130
2024-10-01 223.1434790245540
2024-11-01 223.1662649355750
2024-12-01 224.6668632543410
2025-01-01 225.1795665372440
2025-02-01 224.7161735693810
2025-03-01 225.4192513099750
2025-04-01 225.4630639196300
2025-05-01 227.0216581699130
2025-06-01 225.9681396743710
2025-07-01 226.7097020101670
2025-08-01 227.1719559156030
2025-09-01 226.1881587200720
2025-10-01 226.0892909440390
2025-11-01 226.4856684902420

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