Table Data - All Employees: Education and Health Services: Private Education and Health Services in Binghamton, NY (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Binghamton, NY (MSA)
Series ID BING736EDUH
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 2026-05-01
Last Updated 2026-06-24 10:11 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 12.7647030768392
1990-02-01 12.7782133043693
1990-03-01 12.7056739255328
1990-04-01 12.5756533736896
1990-05-01 12.7336931498724
1990-06-01 12.8019525749565
1990-07-01 12.9473769630673
1990-08-01 13.1231381804768
1990-09-01 12.9445420722055
1990-10-01 12.9656490113798
1990-11-01 12.8647767241330
1990-12-01 12.9870623525848
1991-01-01 13.4831695082402
1991-02-01 13.3867480250258
1991-03-01 13.4006246041639
1991-04-01 13.4730100543287
1991-05-01 13.5224720278875
1991-06-01 13.6074222041501
1991-07-01 13.5553883445012
1991-08-01 13.7316221576991
1991-09-01 13.6555077110314
1991-10-01 13.5473938751456
1991-11-01 13.6579794203219
1991-12-01 13.6727981683490
1992-01-01 13.6969128557533
1992-02-01 13.8963819071637
1992-03-01 13.8971540068655
1992-04-01 13.8618559450131
1992-05-01 13.7032019174240
1992-06-01 13.7025939726732
1992-07-01 13.7764874562528
1992-08-01 13.7373571516175
1992-09-01 13.9731497220380
1992-10-01 13.9239365245945
1992-11-01 14.0395340153161
1992-12-01 13.9672375859480
1993-01-01 13.6162234550511
1993-02-01 13.5010875623313
1993-03-01 13.4026223836887
1993-04-01 13.7485726946212
1993-05-01 13.8834074661765
1993-06-01 13.8981056784400
1993-07-01 13.8974711654751
1993-08-01 13.8507581832043
1993-09-01 13.7885552198134
1993-10-01 14.0040637149146
1993-11-01 14.0273626619586
1993-12-01 14.0698889357726
1994-01-01 13.8229542140936
1994-02-01 13.9110942034026
1994-03-01 13.9162630620733
1994-04-01 13.8317966647972
1994-05-01 14.1588217166774
1994-06-01 13.8843729230256
1994-07-01 14.0153849893557
1994-08-01 14.0611938174229
1994-09-01 13.9184097063474
1994-10-01 13.9906946127001
1994-11-01 13.8129917198386
1994-12-01 13.6759424971646
1995-01-01 14.1330939552932
1995-02-01 14.2155626652539
1995-03-01 14.1354636475633
1995-04-01 14.1190505457989
1995-05-01 13.8472092669614
1995-06-01 14.0716688026183
1995-07-01 13.9064114581777
1995-08-01 13.9526800896465
1995-09-01 14.2523763537656
1995-10-01 14.0876688397909
1995-11-01 14.1153256608157
1995-12-01 13.9837840107297
1996-01-01 13.9121285008782
1996-02-01 13.9103981204013
1996-03-01 13.9580314131504
1996-04-01 14.0051829095472
1996-05-01 14.0423309173017
1996-06-01 14.0537529357072
1996-07-01 14.0005813016623
1996-08-01 14.0333396929815
1996-09-01 14.1883942343497
1996-10-01 14.1018298074139
1996-11-01 14.2158645608608
1996-12-01 14.2971308511743
1997-01-01 14.4101169696597
1997-02-01 14.3996101234759
1997-03-01 14.3626204110892
1997-04-01 14.4883955610691
1997-05-01 14.5478822687722
1997-06-01 14.5403850247224
1997-07-01 14.7977172450035
1997-08-01 14.7214570118359
1997-09-01 14.6125412006643
1997-10-01 14.7206814899242
1997-11-01 14.7218755282226
1997-12-01 14.7131945573279
1998-01-01 14.5866603199527
1998-02-01 14.5981835745726
1998-03-01 14.6586597564003
1998-04-01 14.6871827855723
1998-05-01 14.6605097775512
1998-06-01 14.7207087498301
1998-07-01 14.7779580484643
1998-08-01 14.6829508229040
1998-09-01 14.6364577056092
1998-10-01 14.8525378548796
1998-11-01 14.8373499312868
1998-12-01 14.8239916451912
1999-01-01 15.1683526870211
1999-02-01 15.1053440739412
1999-03-01 15.0448191562145
1999-04-01 15.1055554430416
1999-05-01 15.0741050844946
1999-06-01 15.0022621545417
1999-07-01 14.9553081168693
1999-08-01 15.2377944565362
1999-09-01 14.9452635836540
1999-10-01 14.9921972459835
1999-11-01 15.0670582665574
1999-12-01 15.0384188826760
2000-01-01 15.0295604519771
2000-02-01 15.2126118849181
2000-03-01 15.1385247410380
2000-04-01 15.1379591188594
2000-05-01 15.0833013363867
2000-06-01 15.0810012019317
2000-07-01 14.9351845486203
2000-08-01 15.0784617315957
2000-09-01 15.2409554556601
2000-10-01 15.2360528126300
2000-11-01 15.1949581079549
2000-12-01 15.2515147426468
2001-01-01 14.4987417516144
2001-02-01 14.4203552678069
2001-03-01 14.6464527290362
2001-04-01 14.5691820957684
2001-05-01 14.5779808212475
2001-06-01 14.7610633131162
2001-07-01 14.7173828371289
2001-08-01 14.7394887656344
2001-09-01 14.6119874831453
2001-10-01 14.5835551281015
2001-11-01 14.5197078185165
2001-12-01 14.5689592922359
2002-01-01 15.1756882004067
2002-02-01 15.0393276295324
2002-03-01 15.1638817155302
2002-04-01 14.8882032060236
2002-05-01 14.7593355221528
2002-06-01 14.8414370061430
2002-07-01 14.9049267221688
2002-08-01 15.0141289852410
2002-09-01 15.1069586201346
2002-10-01 14.9178849116249
2002-11-01 15.0334396777355
2002-12-01 14.9651524364747
2003-01-01 14.9514867673423
2003-02-01 14.9521584303661
2003-03-01 14.8900430433555
2003-04-01 14.8926265352269
2003-05-01 14.9374384480178
2003-06-01 14.9301499346989
2003-07-01 15.0000165099694
2003-08-01 14.9161857555906
2003-09-01 14.7976016087523
2003-10-01 14.7334269221019
2003-11-01 14.6427055454012
2003-12-01 14.6662070399854
2004-01-01 14.6263524682748
2004-02-01 14.7600470284605
2004-03-01 14.7126112147833
2004-04-01 14.7894784803407
2004-05-01 14.8221678647357
2004-06-01 14.8302931798906
2004-07-01 14.7982795647184
2004-08-01 14.7275678327455
2004-09-01 14.7969038321415
2004-10-01 14.7303814783569
2004-11-01 14.8507630215583
2004-12-01 14.7599521988835
2005-01-01 14.8074314874088
2005-02-01 14.7596759163445
2005-03-01 14.8277906557526
2005-04-01 14.8819164400588
2005-05-01 14.9171603419686
2005-06-01 15.0374353223557
2005-07-01 14.8011809928563
2005-08-01 14.7520502260537
2005-09-01 14.8896098011922
2005-10-01 15.0167034388565
2005-11-01 15.0560247596589
2005-12-01 15.1504130674893
2006-01-01 15.0868165846759
2006-02-01 15.0628965090931
2006-03-01 15.0287610156890
2006-04-01 15.0836893962555
2006-05-01 15.0269185630752
2006-06-01 15.2474801145346
2006-07-01 15.0004687080974
2006-08-01 15.0719455433303
2006-09-01 15.2846371300116
2006-10-01 15.1991637798608
2006-11-01 15.1653207955963
2006-12-01 15.2458481553757
2007-01-01 15.3662542525198
2007-02-01 15.3595620230259
2007-03-01 15.4217504084897
2007-04-01 15.3916747677584
2007-05-01 15.3450817914550
2007-06-01 15.4599209763855
2007-07-01 15.5970078557613
2007-08-01 15.6904769207757
2007-09-01 15.6762006843431
2007-10-01 15.6858192655113
2007-11-01 15.6666608930574
2007-12-01 15.6521377489492
2008-01-01 15.6527844206622
2008-02-01 15.6496807873683
2008-03-01 15.7065395722077
2008-04-01 15.8030587354484
2008-05-01 15.8628342407140
2008-06-01 15.8705826216898
2008-07-01 15.8871281760497
2008-08-01 15.8981950717936
2008-09-01 15.8685580329630
2008-10-01 15.8783470074526
2008-11-01 15.8630359012734
2008-12-01 15.9696556640645
2009-01-01 15.9597346961764
2009-02-01 16.0381249037087
2009-03-01 15.9893829556690
2009-04-01 16.0054168100249
2009-05-01 16.0697806300450
2009-06-01 16.1709968600222
2009-07-01 16.2799041498050
2009-08-01 16.3118064696345
2009-09-01 16.4625466774182
2009-10-01 16.4795728239439
2009-11-01 16.5527113760640
2009-12-01 16.5874543503095
2010-01-01 16.6779965996621
2010-02-01 16.6299604678392
2010-03-01 16.6731863103267
2010-04-01 16.5979830434357
2010-05-01 16.5649755664116
2010-06-01 16.5656832587022
2010-07-01 16.5820497517930
2010-08-01 16.3284831084401
2010-09-01 16.5529234858643
2010-10-01 16.6820761943191
2010-11-01 16.7356315369954
2010-12-01 16.7046398780066
2011-01-01 16.8031240399830
2011-02-01 16.8280736649918
2011-03-01 16.8591335016908
2011-04-01 16.8865791323400
2011-05-01 16.8593428665866
2011-06-01 16.8596492913698
2011-07-01 16.7877715962915
2011-08-01 16.8502566956136
2011-09-01 16.7460482414028
2011-10-01 16.7764412532555
2011-11-01 16.8240603555862
2011-12-01 16.8135979930376
2012-01-01 16.8202489672257
2012-02-01 16.9270672367646
2012-03-01 16.9541301302763
2012-04-01 16.9794323830830
2012-05-01 17.0555801758807
2012-06-01 17.0606512243412
2012-07-01 17.0934765661960
2012-08-01 17.0659356879953
2012-09-01 17.1402809401407
2012-10-01 16.9633319370237
2012-11-01 16.9146499527480
2012-12-01 17.0147895769553
2013-01-01 16.8320025873397
2013-02-01 16.8250449390763
2013-03-01 16.8599342523006
2013-04-01 16.9736452819575
2013-05-01 16.9541008586436
2013-06-01 16.9700633398126
2013-07-01 16.7918179453565
2013-08-01 16.8760222049768
2013-09-01 17.0338993788203
2013-10-01 16.9503147517841
2013-11-01 17.0148952666005
2013-12-01 16.9072366995807
2014-01-01 16.9318429260236
2014-02-01 16.9192874600934
2014-03-01 16.9739302304060
2014-04-01 16.8659843252244
2014-05-01 16.8557069201734
2014-06-01 16.8798964535740
2014-07-01 16.8950301687358
2014-08-01 16.9988500796928
2014-09-01 16.9283033822497
2014-10-01 17.0395756494510
2014-11-01 17.0105133458829
2014-12-01 17.0927531876770
2015-01-01 17.1278619671519
2015-02-01 17.1122610045357
2015-03-01 17.0816003848315
2015-04-01 17.0571071030068
2015-05-01 17.1619235981948
2015-06-01 17.1869093988898
2015-07-01 17.3098897825099
2015-08-01 17.3220775271682
2015-09-01 17.3333685428794
2015-10-01 17.4294507116075
2015-11-01 17.4013167712904
2015-12-01 17.4698163905699
2016-01-01 17.5182011801584
2016-02-01 17.6071575310725
2016-03-01 17.5853016806547
2016-04-01 17.7482727372967
2016-05-01 17.7674391107475
2016-06-01 17.7902250518534
2016-07-01 17.9378243283080
2016-08-01 17.9489097273520
2016-09-01 18.0405131445792
2016-10-01 18.0215257924023
2016-11-01 18.0819030491711
2016-12-01 18.0420285597026
2017-01-01 18.2150532389786
2017-02-01 18.1952095773682
2017-03-01 18.0896143003187
2017-04-01 18.2471865328724
2017-05-01 18.3734984726403
2017-06-01 18.3898690974790
2017-07-01 17.9645433626097
2017-08-01 18.0668293708998
2017-09-01 18.1477810831949
2017-10-01 18.1170517893361
2017-11-01 18.1573966015148
2017-12-01 18.2158297105648
2018-01-01 18.1127645893497
2018-02-01 18.1905710136617
2018-03-01 18.2926057109166
2018-04-01 18.3509988785805
2018-05-01 18.3790383220579
2018-06-01 18.4895529232337
2018-07-01 18.3889531039597
2018-08-01 18.4881896611371
2018-09-01 18.4600491719122
2018-10-01 18.5085759132263
2018-11-01 18.5273911197913
2018-12-01 18.5953360330084
2019-01-01 18.6149045323010
2019-02-01 18.5746053692960
2019-03-01 18.6927873650727
2019-04-01 18.6663275199455
2019-05-01 18.6885385290575
2019-06-01 18.6955676041838
2019-07-01 18.6978388352487
2019-08-01 18.7941025487051
2019-09-01 18.8810323661299
2019-10-01 18.7980170081910
2019-11-01 18.8061807698468
2019-12-01 18.7888000874012
2020-01-01 18.8115783956690
2020-02-01 18.8548813892999
2020-03-01 18.6846361649693
2020-04-01 16.2823002217927
2020-05-01 16.5992710186422
2020-06-01 17.1176623520693
2020-07-01 17.5788598768927
2020-08-01 17.8792205701062
2020-09-01 17.9945360791140
2020-10-01 18.2838412786682
2020-11-01 18.3022916006563
2020-12-01 18.4010067737235
2021-01-01 18.2115490099311
2021-02-01 18.1330581222607
2021-03-01 18.1797441173810
2021-04-01 18.1848510677069
2021-05-01 18.1044024960546
2021-06-01 18.0410928615783
2021-07-01 17.9741642358330
2021-08-01 17.8874086427962
2021-09-01 17.7005711754269
2021-10-01 17.4718028879102
2021-11-01 17.6069983472276
2021-12-01 17.6201874602024
2022-01-01 17.7171527789139
2022-02-01 17.8258991175547
2022-03-01 17.7696744925365
2022-04-01 17.7746361555439
2022-05-01 17.8989521678524
2022-06-01 17.9518365905587
2022-07-01 18.1780757891785
2022-08-01 18.2117233970699
2022-09-01 18.1980164878146
2022-10-01 18.1547503010914
2022-11-01 18.2081884913428
2022-12-01 18.2226598250443
2023-01-01 18.5296353442068
2023-02-01 18.4193436304899
2023-03-01 18.4623279402025
2023-04-01 18.4571238339473
2023-05-01 18.3833287422374
2023-06-01 18.3456380277305
2023-07-01 18.4991054065088
2023-08-01 18.5375452991168
2023-09-01 18.5825577121387
2023-10-01 18.8480201276327
2023-11-01 18.9143733328676
2023-12-01 18.9191620596402
2024-01-01 18.6437791061067
2024-02-01 18.9226464130019
2024-03-01 19.0529850691352
2024-04-01 19.1330699989828
2024-05-01 19.1601726516180
2024-06-01 19.2347648066808
2024-07-01 18.9333672622732
2024-08-01 19.0693752690590
2024-09-01 19.4653331518738
2024-10-01 19.4436085303146
2024-11-01 19.4184199697790
2024-12-01 19.5116218678937
2025-01-01 19.0563409998193
2025-02-01 19.5283028554922
2025-03-01 19.5548718087184
2025-04-01 20.6103454700949
2025-05-01 20.7316920039604
2025-06-01 20.8171802279992
2025-07-01 20.3829888243348
2025-08-01 20.7210598258792
2025-09-01 20.8511850425646
2025-10-01 20.7354143136146
2025-11-01 20.8088376254883
2025-12-01 20.8893573303159
2026-01-01 21.1750321601040
2026-02-01 21.0348139393689
2026-03-01 21.0565219360723
2026-04-01 21.1975194459612
2026-05-01 21.2091276917529

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