Table Data - All Employees: Education and Health Services: Private Educational Services in Montgomery County-Bucks County-Chester County, PA (MD)
| Title | All Employees: Education and Health Services: Private Educational Services in Montgomery County-Bucks County-Chester County, PA (MD) |
|---|---|
| Series ID | SMU42338746561000001SA |
| 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 2026-07-01 |
| Last Updated | 2026-08-21 6:43 PM 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 | 10.68526876294330 |
| 1990-02-01 | 9.64614172980373 |
| 1990-03-01 | 13.03420739486140 |
| 1990-04-01 | 9.80800195218219 |
| 1990-05-01 | 9.83868109984574 |
| 1990-06-01 | 10.15045679598290 |
| 1990-07-01 | 10.50072980617340 |
| 1990-08-01 | 10.57099316832700 |
| 1990-09-01 | 10.43780405418260 |
| 1990-10-01 | 10.78883596582520 |
| 1990-11-01 | 10.46705109028050 |
| 1990-12-01 | 11.44003778160950 |
| 1991-01-01 | 11.75320956584690 |
| 1991-02-01 | 11.72579672414010 |
| 1991-03-01 | 11.63251523114490 |
| 1991-04-01 | 11.75637535902860 |
| 1991-05-01 | 11.91950215548300 |
| 1991-06-01 | 11.80515174699940 |
| 1991-07-01 | 11.53877943166700 |
| 1991-08-01 | 11.14753387116220 |
| 1991-09-01 | 11.51075487243560 |
| 1991-10-01 | 11.19035493953500 |
| 1991-11-01 | 10.96065449196400 |
| 1991-12-01 | 10.77477807701800 |
| 1992-01-01 | 10.54670708024830 |
| 1992-02-01 | 10.69784708747800 |
| 1992-03-01 | 10.63183561454580 |
| 1992-04-01 | 10.55849439780380 |
| 1992-05-01 | 9.89750074000368 |
| 1992-06-01 | 10.62580283856540 |
| 1992-07-01 | 10.48593625146760 |
| 1992-08-01 | 10.91191836886960 |
| 1992-09-01 | 10.73474647718020 |
| 1992-10-01 | 10.92163500889460 |
| 1992-11-01 | 10.86579090429680 |
| 1992-12-01 | 10.80200888034690 |
| 1993-01-01 | 10.52238101585160 |
| 1993-02-01 | 10.43706145148470 |
| 1993-03-01 | 10.28653224274500 |
| 1993-04-01 | 10.69626362074790 |
| 1993-05-01 | 10.34948232694710 |
| 1993-06-01 | 11.20421665873870 |
| 1993-07-01 | 11.85751043952650 |
| 1993-08-01 | 12.64434597831840 |
| 1993-09-01 | 12.04711767251500 |
| 1993-10-01 | 12.22857549060890 |
| 1993-11-01 | 12.46856730564030 |
| 1993-12-01 | 12.52893653188520 |
| 1994-01-01 | 13.05238967099820 |
| 1994-02-01 | 12.95317519496210 |
| 1994-03-01 | 13.35272279644950 |
| 1994-04-01 | 12.96437014295980 |
| 1994-05-01 | 13.11275323563450 |
| 1994-06-01 | 13.00164669765990 |
| 1994-07-01 | 13.12922890204000 |
| 1994-08-01 | 13.97546810297150 |
| 1994-09-01 | 12.68378682077510 |
| 1994-10-01 | 12.85026756804980 |
| 1994-11-01 | 12.60673462766960 |
| 1994-12-01 | 12.76848802522870 |
| 1995-01-01 | 12.53851967990160 |
| 1995-02-01 | 12.80770442621110 |
| 1995-03-01 | 12.61094329962460 |
| 1995-04-01 | 12.49719318307490 |
| 1995-05-01 | 12.40580027558930 |
| 1995-06-01 | 12.16844781135290 |
| 1995-07-01 | 7.57258341830724 |
| 1995-08-01 | 7.59356719896798 |
| 1995-09-01 | 15.95722230977160 |
| 1995-10-01 | 15.48882614545460 |
| 1995-11-01 | 15.44656360281840 |
| 1995-12-01 | 15.33996482308330 |
| 1996-01-01 | 14.95729037898460 |
| 1996-02-01 | 14.65681944284440 |
| 1996-03-01 | 14.67257573580320 |
| 1996-04-01 | 15.36821018577460 |
| 1996-05-01 | 15.86107214338060 |
| 1996-06-01 | 14.60294472250680 |
| 1996-07-01 | 14.64080908294820 |
| 1996-08-01 | 14.17110843921160 |
| 1996-09-01 | 16.82290958684240 |
| 1996-10-01 | 16.46711424341360 |
| 1996-11-01 | 16.76356159774540 |
| 1996-12-01 | 16.74503836185190 |
| 1997-01-01 | 16.56814315035420 |
| 1997-02-01 | 16.54962870434240 |
| 1997-03-01 | 16.49932370725330 |
| 1997-04-01 | 15.96116179511140 |
| 1997-05-01 | 17.91862432625870 |
| 1997-06-01 | 19.06729575022360 |
| 1997-07-01 | 17.19976305223750 |
| 1997-08-01 | 17.76222987003870 |
| 1997-09-01 | 17.88544324832040 |
| 1997-10-01 | 18.68712200940960 |
| 1997-11-01 | 18.72375461384610 |
| 1997-12-01 | 18.50074210027170 |
| 1998-01-01 | 18.58597358050050 |
| 1998-02-01 | 19.00783280045130 |
| 1998-03-01 | 19.18934631940180 |
| 1998-04-01 | 18.98684145997000 |
| 1998-05-01 | 19.11469765318920 |
| 1998-06-01 | 18.69507157551400 |
| 1998-07-01 | 16.41245423585360 |
| 1998-08-01 | 19.04340764836260 |
| 1998-09-01 | 19.32586409367720 |
| 1998-10-01 | 19.67402466096600 |
| 1998-11-01 | 19.46045502935090 |
| 1998-12-01 | 19.13111704605110 |
| 1999-01-01 | 19.22627002386100 |
| 1999-02-01 | 19.18438178216150 |
| 1999-03-01 | 18.59477923107450 |
| 1999-04-01 | 19.58317445310120 |
| 1999-05-01 | 18.57784440173980 |
| 1999-06-01 | 18.68431721631800 |
| 1999-07-01 | 15.50352144875590 |
| 1999-08-01 | 16.77315075749900 |
| 1999-09-01 | 17.05485305879310 |
| 1999-10-01 | 19.56685555140100 |
| 1999-11-01 | 19.58806218602620 |
| 1999-12-01 | 20.28167065504250 |
| 2000-01-01 | 16.38840574691610 |
| 2000-02-01 | 18.20650064473720 |
| 2000-03-01 | 16.65549775091380 |
| 2000-04-01 | 17.12357937434830 |
| 2000-05-01 | 16.61193466168150 |
| 2000-06-01 | 17.02223707271350 |
| 2000-07-01 | 16.41620981140650 |
| 2000-08-01 | 16.92073537286810 |
| 2000-09-01 | 18.15782144533920 |
| 2000-10-01 | 18.06992110093900 |
| 2000-11-01 | 18.96377595361090 |
| 2000-12-01 | 21.82735063755440 |
| 2001-01-01 | 19.79558817521410 |
| 2001-02-01 | 20.04849820083220 |
| 2001-03-01 | 20.79474877136970 |
| 2001-04-01 | 20.61363532941990 |
| 2001-05-01 | 22.95895779757520 |
| 2001-06-01 | 23.09625634737460 |
| 2001-07-01 | 22.51192573698680 |
| 2001-08-01 | 22.61394603016680 |
| 2001-09-01 | 22.17904212936700 |
| 2001-10-01 | 21.51675817910130 |
| 2001-11-01 | 22.01477592398240 |
| 2001-12-01 | 22.55787613634340 |
| 2002-01-01 | 23.15586605416180 |
| 2002-02-01 | 23.61999935017460 |
| 2002-03-01 | 23.62915960772960 |
| 2002-04-01 | 22.98968447438710 |
| 2002-05-01 | 23.73797304726230 |
| 2002-06-01 | 24.29712435227830 |
| 2002-07-01 | 22.15937384650520 |
| 2002-08-01 | 22.75346341743940 |
| 2002-09-01 | 22.61292207030710 |
| 2002-10-01 | 22.74387102578100 |
| 2002-11-01 | 23.23331097367060 |
| 2002-12-01 | 23.29034372822400 |
| 2003-01-01 | 21.19517447527790 |
| 2003-02-01 | 20.90682774254340 |
| 2003-03-01 | 21.11490823766250 |
| 2003-04-01 | 21.43693880378250 |
| 2003-05-01 | 21.85150198011180 |
| 2003-06-01 | 21.76422410647140 |
| 2003-07-01 | 22.44144747398190 |
| 2003-08-01 | 21.97797745535820 |
| 2003-09-01 | 21.90203096254500 |
| 2003-10-01 | 22.15232638498300 |
| 2003-11-01 | 21.83661668098370 |
| 2003-12-01 | 22.00385758808850 |
| 2004-01-01 | 24.01533566378000 |
| 2004-02-01 | 22.30862212437590 |
| 2004-03-01 | 23.07989712979050 |
| 2004-04-01 | 23.36095505652910 |
| 2004-05-01 | 23.50188550576490 |
| 2004-06-01 | 23.84112531065880 |
| 2004-07-01 | 24.66514941906880 |
| 2004-08-01 | 24.33184662951050 |
| 2004-09-01 | 24.94813834231670 |
| 2004-10-01 | 24.86383443464990 |
| 2004-11-01 | 25.28411639882340 |
| 2004-12-01 | 24.92027860787880 |
| 2005-01-01 | 25.05272562121490 |
| 2005-02-01 | 25.37570940303410 |
| 2005-03-01 | 24.76406190379620 |
| 2005-04-01 | 24.76924726554190 |
| 2005-05-01 | 25.89134683754030 |
| 2005-06-01 | 25.22243613149520 |
| 2005-07-01 | 24.85327886826330 |
| 2005-08-01 | 24.72589244360010 |
| 2005-09-01 | 24.90624390687650 |
| 2005-10-01 | 26.88162680291760 |
| 2005-11-01 | 25.97506694705910 |
| 2005-12-01 | 25.23978570269490 |
| 2006-01-01 | 24.86517461427390 |
| 2006-02-01 | 24.76697386262920 |
| 2006-03-01 | 24.10323194793760 |
| 2006-04-01 | 25.11152364264760 |
| 2006-05-01 | 25.49804767260930 |
| 2006-06-01 | 24.97448040091810 |
| 2006-07-01 | 25.07241183006480 |
| 2006-08-01 | 25.47139341862250 |
| 2006-09-01 | 25.11182336765480 |
| 2006-10-01 | 24.88771996455170 |
| 2006-11-01 | 24.96933219898370 |
| 2006-12-01 | 24.97307390732280 |
| 2007-01-01 | 25.26159966041280 |
| 2007-02-01 | 25.08619595715570 |
| 2007-03-01 | 25.29216004623360 |
| 2007-04-01 | 24.56570658642180 |
| 2007-05-01 | 24.71006670579270 |
| 2007-06-01 | 24.86759067115720 |
| 2007-07-01 | 25.40050644036210 |
| 2007-08-01 | 25.20932828006060 |
| 2007-09-01 | 24.67739197803370 |
| 2007-10-01 | 26.01883055270390 |
| 2007-11-01 | 25.13574059472910 |
| 2007-12-01 | 25.26926107252270 |
| 2008-01-01 | 25.14330743111840 |
| 2008-02-01 | 25.62755537906220 |
| 2008-03-01 | 25.49264046358890 |
| 2008-04-01 | 26.00880139328000 |
| 2008-05-01 | 25.70214296838050 |
| 2008-06-01 | 25.98476292761040 |
| 2008-07-01 | 26.18029193596250 |
| 2008-08-01 | 26.32135055266640 |
| 2008-09-01 | 25.92469606473750 |
| 2008-10-01 | 26.02398398255910 |
| 2008-11-01 | 26.19380873325320 |
| 2008-12-01 | 27.16404778775060 |
| 2009-01-01 | 26.25218104771840 |
| 2009-02-01 | 26.03111614454770 |
| 2009-03-01 | 25.68992273635840 |
| 2009-04-01 | 26.42280488722940 |
| 2009-05-01 | 26.36875621701210 |
| 2009-06-01 | 26.46809733139930 |
| 2009-07-01 | 26.10159971041060 |
| 2009-08-01 | 25.94208736748410 |
| 2009-09-01 | 26.43033968547400 |
| 2009-10-01 | 26.26159478831270 |
| 2009-11-01 | 26.38866655257730 |
| 2009-12-01 | 26.43054912141220 |
| 2010-01-01 | 26.44391203309810 |
| 2010-02-01 | 26.23773113213770 |
| 2010-03-01 | 26.36499833793910 |
| 2010-04-01 | 26.24532195323980 |
| 2010-05-01 | 26.26161518592920 |
| 2010-06-01 | 25.87708970444810 |
| 2010-07-01 | 26.04882768763540 |
| 2010-08-01 | 25.77011568257830 |
| 2010-09-01 | 25.67554117729290 |
| 2010-10-01 | 26.25226894271290 |
| 2010-11-01 | 25.53924717736540 |
| 2010-12-01 | 25.51910237556360 |
| 2011-01-01 | 25.19085838121220 |
| 2011-02-01 | 25.50962241186960 |
| 2011-03-01 | 25.36141155122680 |
| 2011-04-01 | 25.09324643562570 |
| 2011-05-01 | 25.49668624781650 |
| 2011-06-01 | 25.70935869168500 |
| 2011-07-01 | 25.41824045534020 |
| 2011-08-01 | 25.83016503443230 |
| 2011-09-01 | 25.53600836222340 |
| 2011-10-01 | 25.33489256535740 |
| 2011-11-01 | 25.55147915754520 |
| 2011-12-01 | 25.54934607530480 |
| 2012-01-01 | 25.61613812647610 |
| 2012-02-01 | 25.46745024830150 |
| 2012-03-01 | 26.11364018378960 |
| 2012-04-01 | 25.64355047063530 |
| 2012-05-01 | 26.03237914546420 |
| 2012-06-01 | 25.30941688085780 |
| 2012-07-01 | 25.06707107444470 |
| 2012-08-01 | 24.38809916152170 |
| 2012-09-01 | 25.16034383021300 |
| 2012-10-01 | 25.13864908428660 |
| 2012-11-01 | 25.04631985916430 |
| 2012-12-01 | 25.01557495146460 |
| 2013-01-01 | 25.00901192670600 |
| 2013-02-01 | 24.97179912225810 |
| 2013-03-01 | 24.66194752638230 |
| 2013-04-01 | 24.57601639964550 |
| 2013-05-01 | 24.68274078602290 |
| 2013-06-01 | 24.81449051259330 |
| 2013-07-01 | 25.29520323321780 |
| 2013-08-01 | 25.23438182064080 |
| 2013-09-01 | 25.48916934210990 |
| 2013-10-01 | 25.64770399467710 |
| 2013-11-01 | 25.86126149902790 |
| 2013-12-01 | 25.93887062545640 |
| 2014-01-01 | 26.21401860275120 |
| 2014-02-01 | 26.05452233972730 |
| 2014-03-01 | 26.40356613424500 |
| 2014-04-01 | 26.81317221563350 |
| 2014-05-01 | 26.45219330919860 |
| 2014-06-01 | 26.47296984077000 |
| 2014-07-01 | 26.47892682913900 |
| 2014-08-01 | 26.62629892922810 |
| 2014-09-01 | 27.06339063037690 |
| 2014-10-01 | 26.87410591841520 |
| 2014-11-01 | 26.86035085940940 |
| 2014-12-01 | 26.81468044570810 |
| 2015-01-01 | 26.63757370987530 |
| 2015-02-01 | 26.56282122066380 |
| 2015-03-01 | 26.43851058634000 |
| 2015-04-01 | 26.49265777953490 |
| 2015-05-01 | 26.50203767606450 |
| 2015-06-01 | 26.72847126847800 |
| 2015-07-01 | 26.54364904850760 |
| 2015-08-01 | 26.45743069708950 |
| 2015-09-01 | 26.41293177852270 |
| 2015-10-01 | 26.70646025212690 |
| 2015-11-01 | 26.73132451298180 |
| 2015-12-01 | 26.72297221998740 |
| 2016-01-01 | 26.65988108707100 |
| 2016-02-01 | 26.83781625912950 |
| 2016-03-01 | 26.90438284668980 |
| 2016-04-01 | 27.16479975605560 |
| 2016-05-01 | 26.98522262234730 |
| 2016-06-01 | 26.89118822737060 |
| 2016-07-01 | 27.34554414884490 |
| 2016-08-01 | 27.35283379730150 |
| 2016-09-01 | 27.27354846891680 |
| 2016-10-01 | 27.10255345801910 |
| 2016-11-01 | 27.07538856431420 |
| 2016-12-01 | 27.06277171909010 |
| 2017-01-01 | 26.97256209708700 |
| 2017-02-01 | 27.25709060232290 |
| 2017-03-01 | 27.34252120440820 |
| 2017-04-01 | 27.32755494830530 |
| 2017-05-01 | 27.52134402128710 |
| 2017-06-01 | 27.33031918666930 |
| 2017-07-01 | 27.18237212381780 |
| 2017-08-01 | 27.00477822802290 |
| 2017-09-01 | 27.37597281474440 |
| 2017-10-01 | 27.28963961283500 |
| 2017-11-01 | 27.38900824295560 |
| 2017-12-01 | 27.47160488678000 |
| 2018-01-01 | 27.16503042323090 |
| 2018-02-01 | 27.31579705656680 |
| 2018-03-01 | 27.29910402732230 |
| 2018-04-01 | 27.36269131094390 |
| 2018-05-01 | 27.17129389750100 |
| 2018-06-01 | 27.48328071841200 |
| 2018-07-01 | 27.42365361891310 |
| 2018-08-01 | 27.50285277682470 |
| 2018-09-01 | 27.38339721048040 |
| 2018-10-01 | 27.46609100261550 |
| 2018-11-01 | 27.39006888902780 |
| 2018-12-01 | 27.49270646329590 |
| 2019-01-01 | 27.88813292385990 |
| 2019-02-01 | 28.04910666173110 |
| 2019-03-01 | 28.10810780060570 |
| 2019-04-01 | 28.15284593378950 |
| 2019-05-01 | 27.92859792944760 |
| 2019-06-01 | 27.87599092918100 |
| 2019-07-01 | 28.04785165698650 |
| 2019-08-01 | 27.92341530217970 |
| 2019-09-01 | 28.26322113950520 |
| 2019-10-01 | 28.48217047083040 |
| 2019-11-01 | 28.55183965545440 |
| 2019-12-01 | 28.51902017267380 |
| 2020-01-01 | 28.61178243259210 |
| 2020-02-01 | 28.56834777728540 |
| 2020-03-01 | 27.86136550738240 |
| 2020-04-01 | 22.84244411886220 |
| 2020-05-01 | 23.16029707743640 |
| 2020-06-01 | 25.01882754040780 |
| 2020-07-01 | 25.32762049967890 |
| 2020-08-01 | 25.87380316539140 |
| 2020-09-01 | 26.09416686107120 |
| 2020-10-01 | 26.08890749980060 |
| 2020-11-01 | 26.26805110603250 |
| 2020-12-01 | 25.11852736886280 |
| 2021-01-01 | 26.25456180323740 |
| 2021-02-01 | 25.89548013357620 |
| 2021-03-01 | 26.79393307310180 |
| 2021-04-01 | 27.14264425964440 |
| 2021-05-01 | 27.69075467138420 |
| 2021-06-01 | 27.87290080508630 |
| 2021-07-01 | 27.92763163439290 |
| 2021-08-01 | 27.91891057869140 |
| 2021-09-01 | 27.78187368805530 |
| 2021-10-01 | 28.05230705238110 |
| 2021-11-01 | 28.31327944946800 |
| 2021-12-01 | 28.62833045844810 |
| 2022-01-01 | 28.78208682602360 |
| 2022-02-01 | 28.75476462231720 |
| 2022-03-01 | 28.97454768247760 |
| 2022-04-01 | 29.09006084040710 |
| 2022-05-01 | 29.54380902367420 |
| 2022-06-01 | 29.07759173224090 |
| 2022-07-01 | 29.37987930239570 |
| 2022-08-01 | 29.37389189383700 |
| 2022-09-01 | 29.31667239163600 |
| 2022-10-01 | 29.46644828555200 |
| 2022-11-01 | 29.56917220794660 |
| 2022-12-01 | 29.66900697017060 |
| 2023-01-01 | 30.32468261007780 |
| 2023-02-01 | 29.92209523799620 |
| 2023-03-01 | 29.91370348404830 |
| 2023-04-01 | 30.01413158594400 |
| 2023-05-01 | 30.60172215444580 |
| 2023-06-01 | 30.31591700697740 |
| 2023-07-01 | 30.09890600306100 |
| 2023-08-01 | 30.16566327002940 |
| 2023-09-01 | 30.41813301114510 |
| 2023-10-01 | 30.29862570917710 |
| 2023-11-01 | 30.38032468024870 |
| 2023-12-01 | 30.47339699496700 |
| 2024-01-01 | 30.07264880363910 |
| 2024-02-01 | 30.47326409441110 |
| 2024-03-01 | 30.52992745142610 |
| 2024-04-01 | 30.61358961891910 |
| 2024-05-01 | 30.73776188799420 |
| 2024-06-01 | 30.55902255126650 |
| 2024-07-01 | 30.57681092210980 |
| 2024-08-01 | 30.57684159797430 |
| 2024-09-01 | 30.71590115406790 |
| 2024-10-01 | 30.65271482911790 |
| 2024-11-01 | 30.65334885664540 |
| 2024-12-01 | 30.60013406253700 |
| 2025-01-01 | 30.74901664012900 |
| 2025-02-01 | 31.13332758490300 |
| 2025-03-01 | 30.96652919540440 |
| 2025-04-01 | 31.18048724700110 |
| 2025-05-01 | 30.99633334241070 |
| 2025-06-01 | 31.18094842978980 |
| 2025-07-01 | 31.18227767307920 |
| 2025-08-01 | 31.45400145646040 |
| 2025-09-01 | 31.55177643663800 |
| 2025-10-01 | 31.80163001881750 |
| 2025-11-01 | 31.92064532254460 |
| 2025-12-01 | 32.11232299696150 |
| 2026-01-01 | 32.92649052351760 |
| 2026-02-01 | 32.13197269482040 |
| 2026-03-01 | 32.32446522224580 |
| 2026-04-01 | 32.19123194879050 |
| 2026-05-01 | 32.40995424284740 |
| 2026-06-01 | 32.71153033065200 |
| 2026-07-01 | 33.01240341585560 |