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 2026-09-01
Last Updated 2026-10-20 9:58 AM CDT
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 91.7241943226
1990-02-01 91.6843417093
1990-03-01 91.9902068009
1990-04-01 90.5963031353
1990-05-01 91.0025998996
1990-06-01 92.1297992337
1990-07-01 92.4006487396
1990-08-01 93.7643492102
1990-09-01 93.4635511936
1990-10-01 93.5319619666
1990-11-01 93.6799422393
1990-12-01 93.9519764543
1991-01-01 93.9373255507
1991-02-01 94.4604289018
1991-03-01 94.8726549470
1991-04-01 95.1993037838
1991-05-01 95.7748404772
1991-06-01 96.1354289002
1991-07-01 98.2846248674
1991-08-01 98.4069478541
1991-09-01 98.6343496746
1991-10-01 98.8379607234
1991-11-01 99.5589747174
1991-12-01 99.2309106350
1992-01-01 104.2079376279
1992-02-01 103.7330604198
1992-03-01 103.8319318443
1992-04-01 106.1793263702
1992-05-01 104.5957161676
1992-06-01 103.6368696918
1992-07-01 103.8464432158
1992-08-01 103.4273279530
1992-09-01 101.3931432296
1992-10-01 102.0585883658
1992-11-01 101.8638362229
1992-12-01 102.7770936067
1993-01-01 103.1883119947
1993-02-01 103.5010628680
1993-03-01 104.1721779314
1993-04-01 104.5559575013
1993-05-01 104.4314954124
1993-06-01 104.7149707320
1993-07-01 107.6772977414
1993-08-01 108.2075546075
1993-09-01 107.9991090561
1993-10-01 109.3029707552
1993-11-01 109.6957188766
1993-12-01 109.9310659712
1994-01-01 109.8470524443
1994-02-01 110.2798200306
1994-03-01 110.6544159071
1994-04-01 109.6885501602
1994-05-01 110.1178247037
1994-06-01 110.2244764004
1994-07-01 110.8353624018
1994-08-01 111.2367622883
1994-09-01 111.3855602855
1994-10-01 111.0904750572
1994-11-01 111.2786671765
1994-12-01 111.5475413893
1995-01-01 112.6815366122
1995-02-01 112.5578813370
1995-03-01 112.7178758308
1995-04-01 113.3672221245
1995-05-01 113.6355077190
1995-06-01 114.1260321068
1995-07-01 114.4889428330
1995-08-01 114.7705934907
1995-09-01 114.8399561795
1995-10-01 115.5921762035
1995-11-01 115.9856503264
1995-12-01 115.7171008486
1996-01-01 115.7075450555
1996-02-01 116.1609379089
1996-03-01 116.1120802330
1996-04-01 114.2438754919
1996-05-01 115.0167090418
1996-06-01 115.2531088337
1996-07-01 115.0087828698
1996-08-01 115.0889714400
1996-09-01 115.5745453902
1996-10-01 115.0554232495
1996-11-01 115.3416055050
1996-12-01 115.3291227071
1997-01-01 117.7374859125
1997-02-01 117.8639924950
1997-03-01 118.5182154454
1997-04-01 119.1176951824
1997-05-01 119.2447248330
1997-06-01 119.3233154299
1997-07-01 118.7396746740
1997-08-01 119.3085728250
1997-09-01 120.0448551409
1997-10-01 119.2427844816
1997-11-01 119.1359834679
1997-12-01 119.1070703721
1998-01-01 120.5924786976
1998-02-01 120.4793776900
1998-03-01 121.0469778570
1998-04-01 120.4578623883
1998-05-01 120.5692757438
1998-06-01 120.4691038870
1998-07-01 121.3826006191
1998-08-01 121.1093644155
1998-09-01 121.3900382370
1998-10-01 121.1480516435
1998-11-01 120.9583165281
1998-12-01 120.9927955777
1999-01-01 121.3553127044
1999-02-01 121.1741461170
1999-03-01 121.3459319677
1999-04-01 120.4975370297
1999-05-01 120.5333628127
1999-06-01 121.2167923464
1999-07-01 120.2633434087
1999-08-01 120.4176154196
1999-09-01 120.1140938786
1999-10-01 120.1901959221
1999-11-01 120.4336447167
1999-12-01 120.5184498870
2000-01-01 119.9815971760
2000-02-01 120.2730858247
2000-03-01 119.8146598237
2000-04-01 120.1962597090
2000-05-01 119.9827485376
2000-06-01 120.8970023530
2000-07-01 121.0226381177
2000-08-01 120.8466677472
2000-09-01 120.7068953323
2000-10-01 121.1792546276
2000-11-01 121.2972813610
2000-12-01 121.5740405709
2001-01-01 120.6278146014
2001-02-01 121.0425632363
2001-03-01 121.3357089626
2001-04-01 121.9533361426
2001-05-01 122.5714998591
2001-06-01 123.0805659945
2001-07-01 124.5392083457
2001-08-01 123.6261803345
2001-09-01 123.3343122811
2001-10-01 123.4347784719
2001-11-01 123.7724863715
2001-12-01 124.2081573762
2002-01-01 123.8706397656
2002-02-01 123.8457389803
2002-03-01 124.2932342840
2002-04-01 124.3729520013
2002-05-01 124.5941627966
2002-06-01 124.4456329105
2002-07-01 124.8101416542
2002-08-01 125.4329999769
2002-09-01 126.5297656834
2002-10-01 127.2188655068
2002-11-01 128.0094887037
2002-12-01 128.2878764416
2003-01-01 129.2107931520
2003-02-01 129.4733370637
2003-03-01 129.9484248799
2003-04-01 129.9725046488
2003-05-01 129.8610646904
2003-06-01 130.0165353867
2003-07-01 129.9789652685
2003-08-01 130.0266609535
2003-09-01 131.0282605156
2003-10-01 131.5628978436
2003-11-01 130.8875433246
2003-12-01 131.5498691317
2004-01-01 132.3841048537
2004-02-01 133.4362173485
2004-03-01 133.5005871472
2004-04-01 133.9115105358
2004-05-01 134.1079327176
2004-06-01 134.2237252512
2004-07-01 134.3771842085
2004-08-01 134.6469788661
2004-09-01 134.2543602942
2004-10-01 135.8113579262
2004-11-01 136.2944395804
2004-12-01 135.7088250227
2005-01-01 134.6594664306
2005-02-01 135.3916171076
2005-03-01 135.4321785684
2005-04-01 137.1820862717
2005-05-01 136.5340113203
2005-06-01 136.0499414626
2005-07-01 137.7355970397
2005-08-01 138.2333356283
2005-09-01 138.4416782205
2005-10-01 138.7594329251
2005-11-01 138.9049106090
2005-12-01 138.8735197839
2006-01-01 138.6095670178
2006-02-01 139.3684643700
2006-03-01 139.9124232363
2006-04-01 140.8847687773
2006-05-01 141.3384014185
2006-06-01 141.8311140688
2006-07-01 142.7200891832
2006-08-01 143.3514624819
2006-09-01 143.0790253877
2006-10-01 143.4761026698
2006-11-01 144.2771334925
2006-12-01 145.2014375509
2007-01-01 146.0785510257
2007-02-01 146.4134838933
2007-03-01 146.8096132882
2007-04-01 147.1652710427
2007-05-01 147.6138269489
2007-06-01 148.1768766054
2007-07-01 148.9866848859
2007-08-01 149.4704981960
2007-09-01 150.3712869979
2007-10-01 150.2264884465
2007-11-01 150.5201670189
2007-12-01 151.3611043772
2008-01-01 151.7525911603
2008-02-01 152.3760270370
2008-03-01 153.1306211033
2008-04-01 153.0970314553
2008-05-01 153.8068694092
2008-06-01 153.8012172132
2008-07-01 153.7518913638
2008-08-01 154.6880911397
2008-09-01 154.6971053083
2008-10-01 154.5683046850
2008-11-01 154.8769153939
2008-12-01 155.1532476485
2009-01-01 155.6304451122
2009-02-01 155.2147901934
2009-03-01 155.5138074763
2009-04-01 155.4743366700
2009-05-01 155.9229127065
2009-06-01 156.4335807171
2009-07-01 157.1068396390
2009-08-01 157.3434222039
2009-09-01 157.8450621753
2009-10-01 159.1738532832
2009-11-01 158.9211661430
2009-12-01 158.5512532244
2010-01-01 158.2925901904
2010-02-01 158.1097955234
2010-03-01 157.9975353873
2010-04-01 158.3053991241
2010-05-01 158.6704424260
2010-06-01 159.2056246735
2010-07-01 159.6965066360
2010-08-01 159.1931655235
2010-09-01 159.0610427974
2010-10-01 159.6465423323
2010-11-01 159.9747709159
2010-12-01 160.3119569900
2011-01-01 161.6127511074
2011-02-01 161.5115281636
2011-03-01 161.8180842917
2011-04-01 162.3086140888
2011-05-01 161.9441194330
2011-06-01 161.7469030552
2011-07-01 160.8382552864
2011-08-01 160.5830671852
2011-09-01 161.2213477694
2011-10-01 161.3861892108
2011-11-01 161.4507467012
2011-12-01 161.4251432495
2012-01-01 161.3192639532
2012-02-01 161.6836801997
2012-03-01 162.4561961535
2012-04-01 161.2951017216
2012-05-01 160.9590349650
2012-06-01 160.8426941996
2012-07-01 160.0129065162
2012-08-01 160.8472827004
2012-09-01 160.8219499457
2012-10-01 160.7559783604
2012-11-01 160.9371365887
2012-12-01 160.6802307364
2013-01-01 161.1422965413
2013-02-01 161.5297416061
2013-03-01 161.7444424119
2013-04-01 161.7240635819
2013-05-01 161.8789455192
2013-06-01 162.2284030649
2013-07-01 161.3793031316
2013-08-01 162.0767938093
2013-09-01 162.1844121756
2013-10-01 161.8557745490
2013-11-01 162.1002461698
2013-12-01 162.6740857843
2014-01-01 162.8734913753
2014-02-01 162.9442093392
2014-03-01 163.1251442873
2014-04-01 163.8261910617
2014-05-01 164.0774799492
2014-06-01 164.6436728794
2014-07-01 165.4668374769
2014-08-01 166.6753519979
2014-09-01 166.9635005826
2014-10-01 167.0702331566
2014-11-01 167.3939169356
2014-12-01 167.7985197280
2015-01-01 167.9205039267
2015-02-01 168.1401755388
2015-03-01 168.9128109854
2015-04-01 169.0321738462
2015-05-01 169.9856812038
2015-06-01 170.5387733265
2015-07-01 171.1750581198
2015-08-01 170.8276848175
2015-09-01 171.8022813510
2015-10-01 173.0320509245
2015-11-01 173.4399889915
2015-12-01 173.6265740271
2016-01-01 174.4889020475
2016-02-01 174.6883673247
2016-03-01 174.8650634012
2016-04-01 176.1496906291
2016-05-01 176.1868063619
2016-06-01 176.3228600909
2016-07-01 178.2563619399
2016-08-01 178.2564776889
2016-09-01 179.4528771897
2016-10-01 178.8457489512
2016-11-01 178.8954869810
2016-12-01 179.7826844350
2017-01-01 179.7415503670
2017-02-01 180.0375566364
2017-03-01 180.9617106931
2017-04-01 181.3493794534
2017-05-01 182.6701051753
2017-06-01 182.7414271728
2017-07-01 182.6570263671
2017-08-01 182.7364627252
2017-09-01 180.5607949101
2017-10-01 183.4548390537
2017-11-01 183.5656816586
2017-12-01 184.2609484881
2018-01-01 184.4478046856
2018-02-01 184.9893739897
2018-03-01 185.5664285542
2018-04-01 184.7696065858
2018-05-01 185.0067912835
2018-06-01 185.2446573998
2018-07-01 185.9614628473
2018-08-01 187.6951192045
2018-09-01 187.6893247850
2018-10-01 188.0745979435
2018-11-01 188.4686021195
2018-12-01 188.9726667503
2019-01-01 189.9741703060
2019-02-01 190.6241606923
2019-03-01 191.2505442830
2019-04-01 191.7534332613
2019-05-01 192.0694323571
2019-06-01 191.2426036847
2019-07-01 191.8418310907
2019-08-01 192.7131647423
2019-09-01 192.3622557191
2019-10-01 193.4051239293
2019-11-01 194.0053769883
2019-12-01 194.0356855959
2020-01-01 194.7232240899
2020-02-01 195.4549780446
2020-03-01 194.7963089112
2020-04-01 176.1346073520
2020-05-01 180.9048780992
2020-06-01 184.7822379206
2020-07-01 183.1288042937
2020-08-01 183.2554901236
2020-09-01 184.6561908748
2020-10-01 187.3176451529
2020-11-01 187.6373808761
2020-12-01 188.0912806598
2021-01-01 187.9207788295
2021-02-01 188.7885417535
2021-03-01 190.3789078574
2021-04-01 191.1556314650
2021-05-01 191.8169961556
2021-06-01 193.1225956074
2021-07-01 194.6404193241
2021-08-01 194.5121645021
2021-09-01 195.8579370631
2021-10-01 197.8516557688
2021-11-01 198.0500010689
2021-12-01 198.2480122383
2022-01-01 198.9185080452
2022-02-01 200.1710152776
2022-03-01 200.4643471982
2022-04-01 201.2224707461
2022-05-01 202.4065786136
2022-06-01 203.1708880514
2022-07-01 204.1399349928
2022-08-01 205.3338848167
2022-09-01 207.5439806538
2022-10-01 207.5705875295
2022-11-01 208.2005072730
2022-12-01 209.1722071468
2023-01-01 210.3256347517
2023-02-01 210.1987271678
2023-03-01 211.5367740033
2023-04-01 213.3244710667
2023-05-01 214.4326517738
2023-06-01 215.2873468426
2023-07-01 216.0249018696
2023-08-01 216.8066523451
2023-09-01 217.5607527546
2023-10-01 218.4220378421
2023-11-01 218.8261420803
2023-12-01 219.3341178616
2024-01-01 219.0394677697
2024-02-01 219.9915455183
2024-03-01 221.0031877980
2024-04-01 221.3205777411
2024-05-01 221.4545697483
2024-06-01 221.3897446692
2024-07-01 222.1237804079
2024-08-01 223.3702212730
2024-09-01 224.1136231983
2024-10-01 224.5823694273
2024-11-01 224.8996694689
2024-12-01 225.3822105944
2025-01-01 226.6450331305
2025-02-01 226.8565259463
2025-03-01 227.0048990280
2025-04-01 227.3742587788
2025-05-01 228.2348568696
2025-06-01 227.5337848302
2025-07-01 226.8767244710
2025-08-01 227.9713579192
2025-09-01 227.8592249523
2025-10-01 227.7214091177
2025-11-01 228.1818762670
2025-12-01 229.2640006093
2026-01-01 230.5033370987
2026-02-01 230.7632197541
2026-03-01 232.3069661051
2026-04-01 231.6153451594
2026-05-01 231.8880599956
2026-06-01 234.8212904166
2026-07-01 233.4646621374
2026-08-01 231.6157154206
2026-09-01 232.7717923966

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