Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Ambulatory Health Care Services in Warren-Troy-Farmington Hills, MI (MD)

Title All Employees: Education and Health Services: Ambulatory Health Care Services in Warren-Troy-Farmington Hills, MI (MD)
Series ID SMU26476646562100001SA
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 2024-09-01
Last Updated 2024-10-23 5:05 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 28.453586200545896
1990-02-01 28.638532540101398
1990-03-01 28.910094117077797
1990-04-01 29.159834219042500
1990-05-01 29.427160994426604
1990-06-01 29.610965047405000
1990-07-01 29.745657307708896
1990-08-01 29.959075760270900
1990-09-01 29.945489190397200
1990-10-01 30.058706112281698
1990-11-01 30.152204257779303
1990-12-01 30.221425194948500
1991-01-01 30.362333026805100
1991-02-01 30.545070250557300
1991-03-01 30.704820246507502
1991-04-01 30.966020535561500
1991-05-01 31.134937576037803
1991-06-01 31.331961986362100
1991-07-01 31.434376393366300
1991-08-01 31.555446893809098
1991-09-01 31.840855936713900
1991-10-01 31.939669682660200
1991-11-01 32.242532052059495
1991-12-01 32.302478024881800
1992-01-01 32.779878477397300
1992-02-01 32.955704720436500
1992-03-01 33.104253150827600
1992-04-01 32.985388332071800
1992-05-01 33.347204421843200
1992-06-01 33.575954912180700
1992-07-01 34.018366564635300
1992-08-01 33.942584699048000
1992-09-01 34.130940511645500
1992-10-01 34.400715666310894
1992-11-01 34.495497040126100
1992-12-01 34.664912141366000
1993-01-01 34.831650752974800
1993-02-01 34.978905860864000
1993-03-01 35.226561938965900
1993-04-01 35.412617712399204
1993-05-01 35.558927737888396
1993-06-01 35.617302534799900
1993-07-01 35.802457269323000
1993-08-01 36.031699221424800
1993-09-01 35.924969692701396
1993-10-01 36.044915144297290
1993-11-01 36.111356043046400
1993-12-01 36.315111554581996
1994-01-01 36.609325685269600
1994-02-01 36.803537513936000
1994-03-01 36.983248437284200
1994-04-01 37.163619020660210
1994-05-01 37.356941058096105
1994-06-01 37.523585833267400
1994-07-01 37.811356665234605
1994-08-01 38.016126961547800
1994-09-01 38.311906323818995
1994-10-01 38.278415353552205
1994-11-01 38.594594465019604
1994-12-01 38.942786375178600
1995-01-01 38.735163300709500
1995-02-01 38.848105444298795
1995-03-01 38.963339050196900
1995-04-01 38.700186369321790
1995-05-01 39.142901515403900
1995-06-01 39.374415278517205
1995-07-01 39.536895742965704
1995-08-01 39.502469902759790
1995-09-01 39.630839082842000
1995-10-01 39.896792572587900
1995-11-01 40.027645602854705
1995-12-01 40.386383857840800
1996-01-01 39.941694821589600
1996-02-01 40.388957006800300
1996-03-01 40.423713813835300
1996-04-01 40.520944935973400
1996-05-01 40.905121959712794
1996-06-01 41.014253823482704
1996-07-01 41.085740609178710
1996-08-01 41.371951368636600
1996-09-01 41.559796934563900
1996-10-01 41.735407395136600
1996-11-01 42.000867858004300
1996-12-01 42.129857053027100
1997-01-01 42.153310972707295
1997-02-01 42.149083546231500
1997-03-01 42.545067788569100
1997-04-01 42.893795084880000
1997-05-01 43.069814507477105
1997-06-01 43.356056944032900
1997-07-01 43.501951121717205
1997-08-01 43.762175663374606
1997-09-01 43.915576961912900
1997-10-01 44.090156600928710
1997-11-01 44.021315344456100
1997-12-01 44.295839260564390
1998-01-01 44.519127948564000
1998-02-01 44.595465592202200
1998-03-01 44.837359417987700
1998-04-01 44.651282285747000
1998-05-01 44.630381268113100
1998-06-01 44.629004047287000
1998-07-01 44.696419465130400
1998-08-01 44.791090560298300
1998-09-01 44.656018130323496
1998-10-01 44.804363310017700
1998-11-01 44.818593584378206
1998-12-01 44.869862318290500
1999-01-01 44.846934762376500
1999-02-01 44.921263446590610
1999-03-01 45.044065836537290
1999-04-01 45.116764411310900
1999-05-01 45.190933719115500
1999-06-01 45.176701282479900
1999-07-01 45.182972443281900
1999-08-01 45.045588573676700
1999-09-01 45.074385019715300
1999-10-01 45.132177975444200
1999-11-01 45.218596614244010
1999-12-01 45.254221515814294
2000-01-01 45.335708353025105
2000-02-01 45.445681261776400
2000-03-01 45.390260781973200
2000-04-01 45.413203096741200
2000-05-01 45.236755758263290
2000-06-01 45.210997677129300
2000-07-01 45.399181671000700
2000-08-01 45.375558279447900
2000-09-01 45.573760382622005
2000-10-01 45.266265282591600
2000-11-01 45.702162501953900
2000-12-01 45.748462015253900
2001-01-01 45.715964587882600
2001-02-01 45.779582656467400
2001-03-01 45.852202134063100
2001-04-01 45.928075410040290
2001-05-01 46.167958001672400
2001-06-01 46.409018765636304
2001-07-01 46.435492296794800
2001-08-01 46.689575165723500
2001-09-01 46.689208639849205
2001-10-01 46.373794721274300
2001-11-01 46.707568870052400
2001-12-01 46.967230677037705
2002-01-01 46.970139586047400
2002-02-01 46.918173347429000
2002-03-01 46.999917390958900
2002-04-01 47.122881140945000
2002-05-01 47.310778004540100
2002-06-01 47.341594652493400
2002-07-01 47.259826952641300
2002-08-01 47.614318434879210
2002-09-01 47.334904256231795
2002-10-01 47.063441524092504
2002-11-01 47.607204512948210
2002-12-01 47.507214152183200
2003-01-01 48.633566352189895
2003-02-01 48.837415953607206
2003-03-01 48.914562151881290
2003-04-01 48.995501312041505
2003-05-01 49.082556609134500
2003-06-01 49.202718152345700
2003-07-01 49.384582049087705
2003-08-01 49.457083328941400
2003-09-01 49.695677155714996
2003-10-01 49.928387106779300
2003-11-01 50.098631730339406
2003-12-01 50.212889087863900
2004-01-01 50.596421571232796
2004-02-01 50.531137839771100
2004-03-01 50.700371716567600
2004-04-01 50.966337215430606
2004-05-01 51.176313960536206
2004-06-01 51.113975171702800
2004-07-01 52.005537571127995
2004-08-01 51.781062965552100
2004-09-01 51.845860648475710
2004-10-01 52.032704401163210
2004-11-01 51.898888986997700
2004-12-01 52.291880013982500
2005-01-01 52.388642255831390
2005-02-01 52.472717983366790
2005-03-01 52.642373365765800
2005-04-01 52.885338792857000
2005-05-01 52.787950276104100
2005-06-01 52.842931540448800
2005-07-01 52.731370651649000
2005-08-01 52.891631876238000
2005-09-01 53.169522419566896
2005-10-01 53.481070963953600
2005-11-01 53.689557889688610
2005-12-01 53.570646208435790
2006-01-01 53.587761099744995
2006-02-01 53.669860369930400
2006-03-01 53.864452193824900
2006-04-01 54.050930452449900
2006-05-01 54.285558294132900
2006-06-01 54.478982163045210
2006-07-01 54.860966574353800
2006-08-01 55.089380564441390
2006-09-01 55.195113824399996
2006-10-01 55.141102741168396
2006-11-01 55.279390783955200
2006-12-01 55.626546351396100
2007-01-01 56.321293311520390
2007-02-01 56.061993685169110
2007-03-01 56.085444625435600
2007-04-01 55.939768191974400
2007-05-01 56.176743439648200
2007-06-01 56.401133977932396
2007-07-01 56.707247393886900
2007-08-01 56.802235852561700
2007-09-01 56.946972270449294
2007-10-01 56.839467626087600
2007-11-01 57.020398266459500
2007-12-01 57.080840446792000
2008-01-01 58.054006119038704
2008-02-01 58.026591401358004
2008-03-01 58.049396125886400
2008-04-01 58.182001637185900
2008-05-01 58.165530857367294
2008-06-01 58.129414461710300
2008-07-01 57.849876442480600
2008-08-01 57.797074739614400
2008-09-01 57.923544586016000
2008-10-01 58.073569578970100
2008-11-01 58.157082551496494
2008-12-01 58.319746289917500
2009-01-01 57.972603190075205
2009-02-01 58.076864081275204
2009-03-01 58.133326382262496
2009-04-01 58.088499021961000
2009-05-01 58.377322488997000
2009-06-01 58.461648306309100
2009-07-01 58.535582602731196
2009-08-01 58.744276397257900
2009-09-01 58.777812398749000
2009-10-01 59.138637555290900
2009-11-01 59.256401112471600
2009-12-01 59.208046435941110
2010-01-01 59.068572981602110
2010-02-01 58.835500110777396
2010-03-01 59.004682460064600
2010-04-01 59.266349499326296
2010-05-01 59.222897988247300
2010-06-01 58.997641630638600
2010-07-01 59.459198250208200
2010-08-01 59.679190144779504
2010-09-01 59.873188252537600
2010-10-01 60.280022723950900
2010-11-01 60.342285699252390
2010-12-01 60.341050081921500
2011-01-01 60.343822838792110
2011-02-01 60.239211578883705
2011-03-01 60.145542626291890
2011-04-01 61.252740478398600
2011-05-01 61.172606211136504
2011-06-01 61.294892483004205
2011-07-01 61.381167957669106
2011-08-01 61.419916142558800
2011-09-01 61.805082061937800
2011-10-01 61.218958581550700
2011-11-01 61.287357882051104
2011-12-01 61.333469132279900
2012-01-01 62.184568876683400
2012-02-01 62.544927582510900
2012-03-01 62.667711203400200
2012-04-01 62.319160158212995
2012-05-01 62.327595918937504
2012-06-01 62.492610504069900
2012-07-01 62.870868639457210
2012-08-01 62.935202066285804
2012-09-01 63.132395421174500
2012-10-01 63.315057994054000
2012-11-01 63.447323950370595
2012-12-01 63.585542294629796
2013-01-01 63.538159955453700
2013-02-01 63.674949750478795
2013-03-01 63.841293124503790
2013-04-01 64.285274038254000
2013-05-01 64.342866544538610
2013-06-01 64.571083966045300
2013-07-01 64.620049475868000
2013-08-01 64.877191577970200
2013-09-01 64.984000944970800
2013-10-01 64.654457193552100
2013-11-01 64.744271750945200
2013-12-01 64.725534794334500
2014-01-01 65.179747585327600
2014-02-01 65.444985246198000
2014-03-01 65.662514351095000
2014-04-01 65.377595275532000
2014-05-01 65.432805583483100
2014-06-01 65.368111229549500
2014-07-01 65.260342126256600
2014-08-01 65.329934125782200
2014-09-01 65.478491556834400
2014-10-01 65.816928084376900
2014-11-01 65.985332711926400
2014-12-01 66.209418422453700
2015-01-01 66.063476011163700
2015-02-01 66.091061968517200
2015-03-01 66.342968490212900
2015-04-01 66.281949636559100
2015-05-01 66.405623026859400
2015-06-01 66.640954760627000
2015-07-01 66.944763255231700
2015-08-01 67.030784359594600
2015-09-01 66.873738954834400
2015-10-01 67.684847562697800
2015-11-01 67.860201632300400
2015-12-01 68.031867378544800
2016-01-01 68.183133893796790
2016-02-01 68.121739260968100
2016-03-01 68.253661617825000
2016-04-01 68.484700886185790
2016-05-01 68.650691066854200
2016-06-01 68.290692724371700
2016-07-01 68.804889865766300
2016-08-01 68.981934899762200
2016-09-01 69.177958472599500
2016-10-01 68.875948702440100
2016-11-01 69.076732036430500
2016-12-01 69.187414506873600
2017-01-01 69.422408467870210
2017-02-01 69.621511601119000
2017-03-01 69.654271359766800
2017-04-01 69.757684690290500
2017-05-01 69.926109095185000
2017-06-01 70.041725347336300
2017-07-01 70.146912819837100
2017-08-01 70.216840218134500
2017-09-01 70.400222693151400
2017-10-01 70.560895335055500
2017-11-01 70.604085460795790
2017-12-01 70.654807493873700
2018-01-01 70.456809065203090
2018-02-01 70.372723136250000
2018-03-01 70.946967444564500
2018-04-01 71.124777672170600
2018-05-01 71.206903495852000
2018-06-01 71.215323855095400
2018-07-01 71.012554912016410
2018-08-01 70.985092582852590
2018-09-01 70.824323074117000
2018-10-01 70.858853108101000
2018-11-01 70.839994405308700
2018-12-01 70.918151782064200
2019-01-01 71.736217016585410
2019-02-01 71.586164507684800
2019-03-01 71.868149063549410
2019-04-01 72.126816564423200
2019-05-01 72.221996202193800
2019-06-01 72.546467020349710
2019-07-01 72.968378728445300
2019-08-01 73.502187101555300
2019-09-01 73.363725271563700
2019-10-01 73.538607333444600
2019-11-01 73.631243079660410
2019-12-01 73.746457489397200
2020-01-01 73.131648758799000
2020-02-01 73.019374726031400
2020-03-01 72.573122874726300
2020-04-01 50.383888534599200
2020-05-01 55.078435306942610
2020-06-01 63.804255488116290
2020-07-01 67.232555228861200
2020-08-01 68.869888357091500
2020-09-01 69.374861026013700
2020-10-01 69.447863772648900
2020-11-01 69.468408285580900
2020-12-01 70.117394775833400
2021-01-01 71.274451193582300
2021-02-01 70.996103897334700
2021-03-01 71.211015867418600
2021-04-01 70.909157219999590
2021-05-01 71.000358441585500
2021-06-01 70.877166747536790
2021-07-01 70.972504407191900
2021-08-01 70.970910270879000
2021-09-01 70.730405980273800
2021-10-01 71.344398098836590
2021-11-01 71.495085234653200
2021-12-01 71.468818966390300
2022-01-01 71.579331763325910
2022-02-01 71.769425508729910
2022-03-01 72.097357625079200
2022-04-01 72.663190163231490
2022-05-01 72.753647651385400
2022-06-01 72.993990448724000
2022-07-01 73.219392519583700
2022-08-01 73.317824745332200
2022-09-01 73.479636553387790
2022-10-01 73.974339029852090
2022-11-01 74.367413213687200
2022-12-01 74.811703661117100
2023-01-01 75.406748513266700
2023-02-01 75.563874953423700
2023-03-01 75.691879551748500
2023-04-01 75.852857414743080
2023-05-01 76.102675863174600
2023-06-01 76.399337818954200
2023-07-01 76.779809392541800
2023-08-01 77.113668037702000
2023-09-01 77.189041616017100
2023-10-01 76.711151366115090
2023-11-01 77.123496449604300
2023-12-01 77.620294234407800
2024-01-01 76.871433549350910
2024-02-01 77.459496095545300
2024-03-01 77.908426805527200
2024-04-01 78.145645062163500
2024-05-01 78.450982463827800
2024-06-01 78.700384494865590
2024-07-01 78.667332971520010
2024-08-01 78.854950303744910
2024-09-01 79.066072154976210

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