Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Memphis, TN-MS-AR (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Memphis, TN-MS-AR (MSA)
Series ID MPHEDUH
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2024-11-01
Last Updated 2024-12-21 6:13 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 50.656354000535000
1990-02-01 50.754512080996705
1990-03-01 50.657604335785500
1990-04-01 49.972239818295200
1990-05-01 50.514337569589000
1990-06-01 50.628651514919206
1990-07-01 50.778458081706800
1990-08-01 50.978107012903390
1990-09-01 50.543832673894500
1990-10-01 51.186316126536000
1990-11-01 51.223576595835800
1990-12-01 51.413286670855800
1991-01-01 51.848609840981595
1991-02-01 51.959929479168700
1991-03-01 52.237254765772200
1991-04-01 52.467630272447200
1991-05-01 52.716134220494794
1991-06-01 52.849040147374000
1991-07-01 53.315924045580800
1991-08-01 53.604357592623610
1991-09-01 53.830731081494100
1991-10-01 53.667753934218290
1991-11-01 53.910826543816500
1991-12-01 53.990004933682300
1992-01-01 53.826459072312400
1992-02-01 54.067909316009210
1992-03-01 54.099501803106800
1992-04-01 54.576171094986900
1992-05-01 54.913285730635610
1992-06-01 55.278432270621300
1992-07-01 55.365703014651395
1992-08-01 55.432073339541400
1992-09-01 55.826250347554290
1992-10-01 56.157622482016706
1992-11-01 56.482798403499600
1992-12-01 56.732396325079900
1993-01-01 57.533462750747795
1993-02-01 57.474617767769100
1993-03-01 57.663758928756400
1993-04-01 57.804896453698504
1993-05-01 57.715812737501100
1993-06-01 57.898782409781700
1993-07-01 57.517546740241900
1993-08-01 57.951876351584610
1993-09-01 58.601548077404700
1993-10-01 59.251395192523404
1993-11-01 59.454561154810600
1993-12-01 59.583260687716000
1994-01-01 59.730119595359000
1994-02-01 59.676715113442796
1994-03-01 60.035373738389700
1994-04-01 58.446639325020705
1994-05-01 60.319359736244600
1994-06-01 60.032679190046100
1994-07-01 60.462115894248896
1994-08-01 60.753091797745400
1994-09-01 60.558013855804504
1994-10-01 60.066147513749400
1994-11-01 60.430779922603996
1994-12-01 60.928751800567206
1995-01-01 61.581937144114505
1995-02-01 61.994515821232500
1995-03-01 62.547099064190100
1995-04-01 60.883910630210200
1995-05-01 61.708950132626704
1995-06-01 61.546662336805600
1995-07-01 61.158395155024200
1995-08-01 61.488009162124605
1995-09-01 62.111183873772200
1995-10-01 62.471658595214606
1995-11-01 62.709209422784994
1995-12-01 62.709869799845200
1996-01-01 62.145097868469110
1996-02-01 62.021137646026794
1996-03-01 61.693060361475105
1996-04-01 61.394255095462206
1996-05-01 61.272137345502200
1996-06-01 61.451256922315395
1996-07-01 61.410739539436100
1996-08-01 61.505322238109800
1996-09-01 61.782285990912705
1996-10-01 61.720978408043700
1996-11-01 62.113350573899100
1996-12-01 62.296575801591000
1997-01-01 63.053430022942706
1997-02-01 63.369633607712600
1997-03-01 63.668802422125594
1997-04-01 63.968056016879000
1997-05-01 64.331511152483400
1997-06-01 64.431881981353700
1997-07-01 64.957704639027800
1997-08-01 65.255007845422800
1997-09-01 65.561774099048390
1997-10-01 65.341503063332900
1997-11-01 65.198556971523800
1997-12-01 65.314504259341000
1998-01-01 64.927520504047010
1998-02-01 64.706773064587000
1998-03-01 65.133422896630900
1998-04-01 65.318117097574500
1998-05-01 65.377603074262600
1998-06-01 65.400269290534900
1998-07-01 65.171765325965610
1998-08-01 65.290575559855000
1998-09-01 65.215341301915400
1998-10-01 65.686794501010800
1998-11-01 65.936147095616700
1998-12-01 65.773140511700490
1999-01-01 65.747901666641000
1999-02-01 65.931696576548200
1999-03-01 65.950440250971700
1999-04-01 66.156362319745100
1999-05-01 66.124656711807000
1999-06-01 65.963053713528500
1999-07-01 66.130206098991000
1999-08-01 65.943118158889400
1999-09-01 66.504935725429600
1999-10-01 65.623442452713200
1999-11-01 65.697875552607200
1999-12-01 66.074171684360400
2000-01-01 65.789756087115210
2000-02-01 65.795377099435300
2000-03-01 66.003787738880600
2000-04-01 66.333191438813800
2000-05-01 66.379106546934500
2000-06-01 67.051536273832300
2000-07-01 67.031328225566100
2000-08-01 67.022060757182600
2000-09-01 67.202878821462790
2000-10-01 67.735668994567000
2000-11-01 68.055774862850200
2000-12-01 68.029731251233300
2001-01-01 68.239436334528110
2001-02-01 68.239253971867500
2001-03-01 68.223749265459800
2001-04-01 68.418806956028600
2001-05-01 68.766866459829600
2001-06-01 68.943266310855390
2001-07-01 69.179604420501790
2001-08-01 69.435431714766400
2001-09-01 69.582601824504010
2001-10-01 68.430695487772500
2001-11-01 68.513211908210300
2001-12-01 68.987759904116800
2002-01-01 69.766987297748300
2002-02-01 69.951481842530500
2002-03-01 70.443283222237080
2002-04-01 70.739878170858300
2002-05-01 70.857639956687590
2002-06-01 70.754755564521800
2002-07-01 71.253053745233590
2002-08-01 71.831131318995200
2002-09-01 72.411336693418500
2002-10-01 72.902777870713790
2002-11-01 73.358130090269300
2002-12-01 73.611440054482600
2003-01-01 74.130058519905000
2003-02-01 74.405336769975100
2003-03-01 74.360535456729700
2003-04-01 73.842116314748400
2003-05-01 74.066820963004090
2003-06-01 74.056849113055490
2003-07-01 73.330167431583700
2003-08-01 73.927147914694200
2003-09-01 74.013745634214300
2003-10-01 74.493160062587500
2003-11-01 74.407121710065100
2003-12-01 74.832536156094800
2004-01-01 74.187528081491900
2004-02-01 74.591534407922800
2004-03-01 74.693566070377000
2004-04-01 75.173257250494090
2004-05-01 75.166670565101600
2004-06-01 75.431623140079700
2004-07-01 75.593548359162410
2004-08-01 75.604386014675300
2004-09-01 75.793618088413100
2004-10-01 75.916138368971910
2004-11-01 76.060482151275990
2004-12-01 76.299265217403590
2005-01-01 76.374608860748600
2005-02-01 76.842533857391910
2005-03-01 76.740222643146300
2005-04-01 77.080393544824000
2005-05-01 77.367267411784410
2005-06-01 77.376853482211500
2005-07-01 77.638283210264090
2005-08-01 78.409176141506210
2005-09-01 78.682145035543100
2005-10-01 77.654202504430590
2005-11-01 78.372270811709090
2005-12-01 78.146764608823700
2006-01-01 78.966573486063800
2006-02-01 78.494239921581200
2006-03-01 78.919141298421000
2006-04-01 78.994231209023200
2006-05-01 78.843621236710300
2006-06-01 79.324612313227800
2006-07-01 79.693259870194000
2006-08-01 79.620829858979900
2006-09-01 79.811097459170300
2006-10-01 79.585454569484300
2006-11-01 79.540908818251300
2006-12-01 79.773632023151100
2007-01-01 80.143933675703900
2007-02-01 80.264835329100400
2007-03-01 80.696280220069300
2007-04-01 80.577762081902100
2007-05-01 81.042584096233200
2007-06-01 81.209639534246900
2007-07-01 81.445096657049590
2007-08-01 81.864283089453000
2007-09-01 81.870820997762300
2007-10-01 81.791432767219290
2007-11-01 81.848896884310700
2007-12-01 82.572881719410200
2008-01-01 82.743869945651100
2008-02-01 82.796852598860500
2008-03-01 82.888275928921600
2008-04-01 82.848514072527000
2008-05-01 83.252342105552700
2008-06-01 83.358781111266300
2008-07-01 83.003506283793100
2008-08-01 82.927583738431100
2008-09-01 83.034052918870910
2008-10-01 83.065648018690600
2008-11-01 83.234794269505910
2008-12-01 83.067061868883800
2009-01-01 82.445871202125800
2009-02-01 83.078102256661500
2009-03-01 82.902656298444910
2009-04-01 83.696238033120900
2009-05-01 83.306916068412900
2009-06-01 83.454359304943600
2009-07-01 83.269503344557500
2009-08-01 83.174900900799700
2009-09-01 83.359920731070500
2009-10-01 84.132428227478500
2009-11-01 84.510317098287910
2009-12-01 84.471301019232900
2010-01-01 83.679814564699500
2010-02-01 83.996427138656090
2010-03-01 84.324326742121580
2010-04-01 84.150939242337200
2010-05-01 84.052947015661400
2010-06-01 84.092717643838700
2010-07-01 84.382517592316900
2010-08-01 84.297922701029310
2010-09-01 83.740220000058600
2010-10-01 83.997833491590300
2010-11-01 84.017044006316410
2010-12-01 83.925983062351290
2011-01-01 83.794358545664300
2011-02-01 83.802715577185800
2011-03-01 84.025810808628790
2011-04-01 84.815266936011000
2011-05-01 84.917511542573700
2011-06-01 85.161379046912500
2011-07-01 85.816220653270800
2011-08-01 85.662519099251200
2011-09-01 86.371801550443590
2011-10-01 86.256205159587100
2011-11-01 86.345291685648090
2011-12-01 86.382626915768910
2012-01-01 87.041654252480510
2012-02-01 87.495185473645990
2012-03-01 88.003080181518900
2012-04-01 86.895679828546900
2012-05-01 87.246696878313500
2012-06-01 87.651718892198600
2012-07-01 87.766395696430590
2012-08-01 88.409153705493800
2012-09-01 88.759052012492900
2012-10-01 88.814658418106290
2012-11-01 89.215522205076600
2012-12-01 89.646648879305590
2013-01-01 89.581672589306080
2013-02-01 90.007243853476800
2013-03-01 90.181913797037410
2013-04-01 89.891631097409800
2013-05-01 90.453024240709710
2013-06-01 90.321581342712210
2013-07-01 89.715172242847290
2013-08-01 89.322623244351590
2013-09-01 89.849144116420400
2013-10-01 90.070040934805290
2013-11-01 90.317029067315600
2013-12-01 90.234301462276900
2014-01-01 90.357986274207010
2014-02-01 90.161226129513210
2014-03-01 90.070400951691300
2014-04-01 90.314300290938590
2014-05-01 90.017089328705990
2014-06-01 89.888618103546900
2014-07-01 90.013550388177700
2014-08-01 90.059265361970100
2014-09-01 90.076947618866100
2014-10-01 90.010645709567200
2014-11-01 89.829076352331800
2014-12-01 89.836703332338700
2015-01-01 89.929851228468310
2015-02-01 90.280639791331710
2015-03-01 90.265508700501600
2015-04-01 90.330785685940910
2015-05-01 90.083687489581510
2015-06-01 90.528608871460490
2015-07-01 91.575468398832800
2015-08-01 91.489154724636210
2015-09-01 91.830331248007200
2015-10-01 92.030010065621410
2015-11-01 92.314857292398410
2015-12-01 92.738090829700800
2016-01-01 92.829438294644590
2016-02-01 92.813021130805100
2016-03-01 92.778082681190090
2016-04-01 93.455505467738800
2016-05-01 93.740649632596490
2016-06-01 93.336772913227900
2016-07-01 94.003764776047300
2016-08-01 94.040099030154800
2016-09-01 94.089448414234200
2016-10-01 94.166021542006200
2016-11-01 94.094539327739700
2016-12-01 94.186673751427700
2017-01-01 94.079383671949400
2017-02-01 94.343655690622710
2017-03-01 94.639123147444800
2017-04-01 94.708658805197910
2017-05-01 94.724088787051600
2017-06-01 94.869815474913510
2017-07-01 94.561522777886200
2017-08-01 94.696223809443600
2017-09-01 94.857067707931200
2017-10-01 95.020200729826410
2017-11-01 95.083648801048000
2017-12-01 95.250267744577410
2018-01-01 95.216702392376800
2018-02-01 95.466671065880700
2018-03-01 95.837421859735200
2018-04-01 95.902802160192300
2018-05-01 96.014796277101710
2018-06-01 95.934743608065590
2018-07-01 96.197262582494420
2018-08-01 96.538835675736010
2018-09-01 96.751479494673800
2018-10-01 96.984575687410200
2018-11-01 97.250636502996200
2018-12-01 97.525530263155290
2019-01-01 98.142600689125500
2019-02-01 98.393592415856920
2019-03-01 98.662548401886410
2019-04-01 98.306200553295710
2019-05-01 99.125097293358000
2019-06-01 99.124117321834700
2019-07-01 99.077922799537500
2019-08-01 99.280345392181200
2019-09-01 98.719616633644690
2019-10-01 99.175200461826490
2019-11-01 99.435336746587510
2019-12-01 99.319111971247990
2020-01-01 99.429811146920800
2020-02-01 99.646357342435000
2020-03-01 99.287903200208590
2020-04-01 92.489988554704100
2020-05-01 92.551531963922200
2020-06-01 93.046102044591790
2020-07-01 93.224921362741090
2020-08-01 93.230943082874700
2020-09-01 94.324014974516600
2020-10-01 94.853513275477800
2020-11-01 94.881259253062400
2020-12-01 95.316270141030290
2021-01-01 95.290532718061700
2021-02-01 94.302582635843600
2021-03-01 95.258293693659500
2021-04-01 95.438843680653000
2021-05-01 95.506297986392280
2021-06-01 95.472038151071590
2021-07-01 95.273346126989500
2021-08-01 95.110200019748400
2021-09-01 94.088824731231100
2021-10-01 94.092693591304800
2021-11-01 93.916394474730300
2021-12-01 93.655231240797500
2022-01-01 93.989184573209300
2022-02-01 94.269985489560910
2022-03-01 94.578167228870910
2022-04-01 94.733686788073410
2022-05-01 95.559525466288500
2022-06-01 95.014502902899310
2022-07-01 96.866778371431900
2022-08-01 97.601356348580300
2022-09-01 97.558809317518910
2022-10-01 97.191592971716800
2022-11-01 97.803486189625490
2022-12-01 97.951530681767900
2023-01-01 98.456765033171900
2023-02-01 98.113193343617000
2023-03-01 98.449616344411510
2023-04-01 98.815588806972200
2023-05-01 98.911260390857790
2023-06-01 99.441123478848100
2023-07-01 98.903104158866710
2023-08-01 99.128189741068710
2023-09-01 99.524850760558790
2023-10-01 99.788006693999590
2023-11-01 99.606898065315490
2023-12-01 101.730111102333000
2024-01-01 101.084096531682000
2024-02-01 102.054288891334000
2024-03-01 102.611914711082000
2024-04-01 103.085436354983000
2024-05-01 103.039148163778000
2024-06-01 103.882618012449000
2024-07-01 105.138330630009010
2024-08-01 104.051137757945000
2024-09-01 105.875059718862990
2024-10-01 106.741750072054000
2024-11-01 107.045326812217010

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