Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Montgomery County-Bucks County-Chester County, PA (MD)

Title All Employees: Education and Health Services: Private Education and Health Services in Montgomery County-Bucks County-Chester County, PA (MD)
Series ID SMU42338746500000001SA
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 2024-10-01
Last Updated 2024-11-20 6:25 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 94.20578562730542
1990-02-01 94.23300538605090
1990-03-01 97.88771686972120
1990-04-01 95.53876295799108
1990-05-01 95.20417882908270
1990-06-01 95.72457832793908
1990-07-01 97.10263379540130
1990-08-01 97.33227209194851
1990-09-01 98.03769402243420
1990-10-01 98.60821371060891
1990-11-01 98.30209708488590
1990-12-01 100.43144367326401
1991-01-01 98.61116901129270
1991-02-01 99.04532504539110
1991-03-01 98.90721033271342
1991-04-01 99.17965652099340
1991-05-01 100.17401647824500
1991-06-01 99.98885495406721
1991-07-01 99.26519223203230
1991-08-01 98.86914852137870
1991-09-01 100.10061116491900
1991-10-01 100.12949714394300
1991-11-01 100.23874511503400
1991-12-01 100.57264352568001
1992-01-01 101.89351478250799
1992-02-01 100.84029263493900
1992-03-01 100.76776669708201
1992-04-01 100.88641188912901
1992-05-01 101.00040174419700
1992-06-01 101.65152778899300
1992-07-01 102.23626699250299
1992-08-01 102.37814764050200
1992-09-01 102.89641118212201
1992-10-01 103.99475731639900
1992-11-01 104.32904208744700
1992-12-01 104.41108729826901
1993-01-01 104.08748895561199
1993-02-01 104.02134493242800
1993-03-01 104.37528820914100
1993-04-01 104.32148598949499
1993-05-01 104.55617481316999
1993-06-01 104.90234577794399
1993-07-01 106.64160439796000
1993-08-01 106.35774518126699
1993-09-01 106.29057123695601
1993-10-01 106.48152006448900
1993-11-01 106.84872983513100
1993-12-01 107.08952749848000
1994-01-01 107.80386076464800
1994-02-01 108.14023819711800
1994-03-01 108.64947172034500
1994-04-01 108.73360948853000
1994-05-01 109.38503150686199
1994-06-01 109.36162285275800
1994-07-01 109.61430284810000
1994-08-01 110.26724144970400
1994-09-01 109.77703124719500
1994-10-01 109.94585948368000
1994-11-01 109.69422464007799
1994-12-01 110.96458100323500
1995-01-01 108.48787755475300
1995-02-01 109.43973340156299
1995-03-01 109.64663139481800
1995-04-01 109.76113436521200
1995-05-01 108.57252236440800
1995-06-01 109.63264299696500
1995-07-01 105.42971999495600
1995-08-01 105.35824859994200
1995-09-01 113.62128967641500
1995-10-01 114.16858717269699
1995-11-01 114.89479767344500
1995-12-01 115.44021215939300
1996-01-01 115.22887302870400
1996-02-01 115.12944136765199
1996-03-01 115.39546705231199
1996-04-01 116.62614876882200
1996-05-01 117.95614220322500
1996-06-01 116.63965615931200
1996-07-01 116.17662787216500
1996-08-01 115.04728731596000
1996-09-01 118.27150646738300
1996-10-01 118.41124610578301
1996-11-01 118.79235139826599
1996-12-01 119.76369489193300
1997-01-01 121.50521659675300
1997-02-01 121.62146706790500
1997-03-01 122.26884821946899
1997-04-01 122.03075034660401
1997-05-01 124.75756208187500
1997-06-01 125.51732682737900
1997-07-01 125.11890686010300
1997-08-01 125.58324225537001
1997-09-01 125.68334285386100
1997-10-01 125.91387077518999
1997-11-01 126.81609148803200
1997-12-01 126.58459254677000
1998-01-01 126.73193659158800
1998-02-01 127.60305956657801
1998-03-01 128.30992265784600
1998-04-01 127.99787184327400
1998-05-01 128.22845633313500
1998-06-01 128.08957864022500
1998-07-01 127.42030701703199
1998-08-01 130.12946281460398
1998-09-01 130.75244483034300
1998-10-01 130.94073634992800
1998-11-01 130.61767263522100
1998-12-01 130.33815264821900
1999-01-01 130.50797854984200
1999-02-01 130.33494476529800
1999-03-01 129.94005009581699
1999-04-01 130.98834671439000
1999-05-01 129.23094594338000
1999-06-01 129.23453381369100
1999-07-01 128.75709046012000
1999-08-01 129.46117679972400
1999-09-01 129.91330677342700
1999-10-01 131.24598590291700
1999-11-01 130.88373412659100
1999-12-01 131.80146566974900
2000-01-01 128.81571825915700
2000-02-01 129.69373936780400
2000-03-01 129.66231707939800
2000-04-01 130.96306055360202
2000-05-01 129.43568141021600
2000-06-01 131.01749961179900
2000-07-01 128.04772133992300
2000-08-01 128.35337653002100
2000-09-01 129.69223907243799
2000-10-01 129.95232530942100
2000-11-01 131.16296498970700
2000-12-01 134.87506621216400
2001-01-01 132.40028958875600
2001-02-01 132.71971725949800
2001-03-01 134.11097192919001
2001-04-01 134.35675651399800
2001-05-01 136.13342137675300
2001-06-01 136.54222313518000
2001-07-01 137.53801026137100
2001-08-01 137.95928765682900
2001-09-01 137.49760314276800
2001-10-01 137.14293540921000
2001-11-01 137.54252630388500
2001-12-01 138.23226874532200
2002-01-01 138.72599564677600
2002-02-01 139.29752194326300
2002-03-01 139.98773115969800
2002-04-01 138.01934979240602
2002-05-01 137.48708268356899
2002-06-01 138.26775244941700
2002-07-01 137.49129880896300
2002-08-01 138.15969114400102
2002-09-01 137.73033275741600
2002-10-01 137.89033631229900
2002-11-01 138.24014483761700
2002-12-01 138.15822466958400
2003-01-01 132.55946451358700
2003-02-01 132.00052869111400
2003-03-01 133.13771360252300
2003-04-01 133.76214650229500
2003-05-01 134.18215570985300
2003-06-01 134.88187795835800
2003-07-01 135.12330486530502
2003-08-01 134.57628227593500
2003-09-01 134.64228576525900
2003-10-01 136.22773401234699
2003-11-01 136.30623920262800
2003-12-01 137.12792122782102
2004-01-01 138.73182320054800
2004-02-01 137.27559919497200
2004-03-01 138.50149424698400
2004-04-01 139.33083405883102
2004-05-01 140.12312575190100
2004-06-01 141.06533375722300
2004-07-01 142.30821408156100
2004-08-01 142.68721347860202
2004-09-01 143.82877229835500
2004-10-01 143.97930763036300
2004-11-01 144.75561903045400
2004-12-01 144.93213893329700
2005-01-01 146.01678602215500
2005-02-01 147.21046795263300
2005-03-01 146.84038302817200
2005-04-01 146.95067138753200
2005-05-01 148.37657363361800
2005-06-01 147.00962973370900
2005-07-01 147.57141630902700
2005-08-01 147.78842435342400
2005-09-01 148.41819997091400
2005-10-01 149.90206968805600
2005-11-01 148.94747221186600
2005-12-01 148.70956237491700
2006-01-01 148.15192593229600
2006-02-01 148.16892367859000
2006-03-01 147.87935150228700
2006-04-01 149.17419213591000
2006-05-01 149.90505480088498
2006-06-01 149.62842297250400
2006-07-01 149.51635891437400
2006-08-01 149.59439731706100
2006-09-01 149.28013337429400
2006-10-01 148.92675097900800
2006-11-01 149.05719461281800
2006-12-01 149.48330083058000
2007-01-01 149.57776630603400
2007-02-01 149.75408262210000
2007-03-01 150.34418583508700
2007-04-01 149.90340653604798
2007-05-01 149.72844259922599
2007-06-01 150.29012918024200
2007-07-01 151.65036846853500
2007-08-01 151.39428779643200
2007-09-01 150.79431855361298
2007-10-01 152.03178078300200
2007-11-01 151.63562969832800
2007-12-01 151.49146156595899
2008-01-01 152.11795877354700
2008-02-01 152.62444202819700
2008-03-01 152.92817642880698
2008-04-01 153.75949117068700
2008-05-01 153.79385382940100
2008-06-01 154.50804756500700
2008-07-01 155.09416026571800
2008-08-01 155.55026701349200
2008-09-01 155.36172938903300
2008-10-01 155.18801535577000
2008-11-01 155.75893153171500
2008-12-01 157.07240405916000
2009-01-01 157.01029176025700
2009-02-01 157.27429909739402
2009-03-01 157.06889202413500
2009-04-01 157.51852583326300
2009-05-01 157.83788403403500
2009-06-01 157.98303595198098
2009-07-01 158.07562223484300
2009-08-01 157.77251173062500
2009-09-01 158.35065830296500
2009-10-01 158.32565419622802
2009-11-01 158.98012374319600
2009-12-01 158.54969630108700
2010-01-01 159.19269778848700
2010-02-01 158.30623467844400
2010-03-01 158.88343563513400
2010-04-01 158.87779011152800
2010-05-01 159.45962925766702
2010-06-01 158.79541034678300
2010-07-01 159.02438475529300
2010-08-01 158.92124337264400
2010-09-01 159.33143500526398
2010-10-01 160.02172510866200
2010-11-01 159.66832321038999
2010-12-01 159.58211078757800
2011-01-01 159.16540570723100
2011-02-01 159.49449779763900
2011-03-01 159.29998249528300
2011-04-01 159.35433831885300
2011-05-01 159.83274407954300
2011-06-01 160.59039998363400
2011-07-01 160.75720310287300
2011-08-01 161.55661666143500
2011-09-01 161.57720882633700
2011-10-01 161.60499577269698
2011-11-01 162.12346687846100
2011-12-01 162.72913347871500
2012-01-01 163.05534349996600
2012-02-01 163.26465418360200
2012-03-01 163.96422230557200
2012-04-01 163.97502746578200
2012-05-01 164.32489723426200
2012-06-01 164.01260222597900
2012-07-01 163.78170133231400
2012-08-01 163.59792895780500
2012-09-01 164.11263507368298
2012-10-01 164.34047714355600
2012-11-01 164.50249992030600
2012-12-01 165.01503783812200
2013-01-01 165.32470273092100
2013-02-01 165.75490556293101
2013-03-01 165.95586531414500
2013-04-01 166.15917857558398
2013-05-01 166.01310252119400
2013-06-01 166.75831118189800
2013-07-01 167.48715413148702
2013-08-01 167.98041065928200
2013-09-01 168.90523428054001
2013-10-01 169.44261819697700
2013-11-01 170.21851766040700
2013-12-01 170.50109471697200
2014-01-01 171.65436561874900
2014-02-01 170.86585510295902
2014-03-01 172.48804623767800
2014-04-01 173.69665676898202
2014-05-01 173.69301248629700
2014-06-01 174.17623211385600
2014-07-01 174.38818108118198
2014-08-01 175.18818337597700
2014-09-01 175.98750953882500
2014-10-01 176.35041360446300
2014-11-01 176.81474445461100
2014-12-01 177.02786553717700
2015-01-01 176.78186592726700
2015-02-01 177.12222705710500
2015-03-01 177.11882867897498
2015-04-01 177.82906547993300
2015-05-01 178.17527341022202
2015-06-01 178.69069832345002
2015-07-01 179.13049565276600
2015-08-01 179.11483459175100
2015-09-01 179.31275922413502
2015-10-01 180.39248924276401
2015-11-01 180.57355676248400
2015-12-01 181.21517408184200
2016-01-01 181.86434926449700
2016-02-01 182.34818426539601
2016-03-01 183.43286516270902
2016-04-01 184.97603758631100
2016-05-01 185.01890323280800
2016-06-01 185.01882822708100
2016-07-01 186.60718447733900
2016-08-01 187.32900763473000
2016-09-01 188.29596583768398
2016-10-01 187.69277105428299
2016-11-01 187.62964640412997
2016-12-01 188.85140702115300
2017-01-01 189.78188142588002
2017-02-01 190.67005418267700
2017-03-01 191.24988458851000
2017-04-01 191.48210853910400
2017-05-01 191.83108488499002
2017-06-01 192.11120685867402
2017-07-01 192.25485922918800
2017-08-01 192.58422590771600
2017-09-01 193.02150509431598
2017-10-01 193.09495732601100
2017-11-01 193.36619808707698
2017-12-01 193.86084221745898
2018-01-01 193.52740829384100
2018-02-01 194.14203957659697
2018-03-01 194.04861408950100
2018-04-01 195.07675346027000
2018-05-01 195.40770739988500
2018-06-01 196.24550204313300
2018-07-01 196.45773445416700
2018-08-01 196.68886156438597
2018-09-01 197.06984146308997
2018-10-01 197.65776638262000
2018-11-01 198.01541359084700
2018-12-01 198.70287221878400
2019-01-01 199.67815761485800
2019-02-01 200.06692786133700
2019-03-01 201.09400671890302
2019-04-01 201.04562047916800
2019-05-01 201.36545268529702
2019-06-01 201.30999219519700
2019-07-01 201.80316675340802
2019-08-01 202.21353600000400
2019-09-01 202.85859445292500
2019-10-01 203.61952610422000
2019-11-01 203.95796744034900
2019-12-01 204.29234027462897
2020-01-01 205.76463509785100
2020-02-01 206.09430380775000
2020-03-01 204.20193407745700
2020-04-01 171.44199278444000
2020-05-01 176.08609882307500
2020-06-01 183.90099974179200
2020-07-01 186.81338695523200
2020-08-01 188.71437449718400
2020-09-01 190.42375851814900
2020-10-01 191.90208958961700
2020-11-01 191.71318573866500
2020-12-01 190.39382364006900
2021-01-01 191.92587619810400
2021-02-01 192.20378256208000
2021-03-01 193.52891918856602
2021-04-01 194.80293704799300
2021-05-01 195.30885344166500
2021-06-01 195.69811261957800
2021-07-01 195.98580101981100
2021-08-01 195.82166403852100
2021-09-01 195.52751276038600
2021-10-01 196.69882913503702
2021-11-01 197.45794960263100
2021-12-01 198.66335070612900
2022-01-01 198.70133027954800
2022-02-01 200.42337792063702
2022-03-01 201.23071051495603
2022-04-01 201.49863193024400
2022-05-01 202.70103552200100
2022-06-01 202.10186971674500
2022-07-01 203.48984661332000
2022-08-01 204.02773000497800
2022-09-01 205.09320469716500
2022-10-01 205.40100332300997
2022-11-01 205.90968661356200
2022-12-01 207.21149434060902
2023-01-01 209.31330860195700
2023-02-01 209.57093370633400
2023-03-01 210.03846601715900
2023-04-01 211.36303880533400
2023-05-01 211.71293230925300
2023-06-01 212.60214056667400
2023-07-01 212.58361365418400
2023-08-01 213.33453272180600
2023-09-01 214.31868423421798
2023-10-01 215.38835451294202
2023-11-01 216.49143832438900
2023-12-01 217.11045749336600
2024-01-01 217.84592008976200
2024-02-01 218.48493381457698
2024-03-01 219.51859474263900
2024-04-01 219.78018926384700
2024-05-01 220.09595313881900
2024-06-01 223.09166060945000
2024-07-01 224.11854491890702
2024-08-01 225.31253762111697
2024-09-01 225.51218938157500
2024-10-01 226.09775956742502

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