Table Data - All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Newark, NJ (MD)
| Title | All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Newark, NJ (MD) |
|---|---|
| Series ID | SMU34350846054120001SA |
| 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 2026-08-01 |
| Last Updated | 2026-09-18 11:25 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 | 9.1250073915 |
| 1990-02-01 | 9.1356839676 |
| 1990-03-01 | 9.0524327480 |
| 1990-04-01 | 8.7573716972 |
| 1990-05-01 | 8.5063751912 |
| 1990-06-01 | 8.7031321217 |
| 1990-07-01 | 8.7133947267 |
| 1990-08-01 | 8.6939628720 |
| 1990-09-01 | 8.8151887919 |
| 1990-10-01 | 8.8752504601 |
| 1990-11-01 | 8.8008571195 |
| 1990-12-01 | 8.7711722343 |
| 1991-01-01 | 8.7337973993 |
| 1991-02-01 | 8.6650770275 |
| 1991-03-01 | 8.8681144639 |
| 1991-04-01 | 9.0382658300 |
| 1991-05-01 | 8.9071263654 |
| 1991-06-01 | 8.9171967454 |
| 1991-07-01 | 8.8165579424 |
| 1991-08-01 | 8.8005001830 |
| 1991-09-01 | 8.7165753902 |
| 1991-10-01 | 8.6606826794 |
| 1991-11-01 | 8.6872762624 |
| 1991-12-01 | 8.7652955019 |
| 1992-01-01 | 8.7359763406 |
| 1992-02-01 | 8.6707270461 |
| 1992-03-01 | 8.6883309259 |
| 1992-04-01 | 8.7346158696 |
| 1992-05-01 | 8.7038079643 |
| 1992-06-01 | 8.8365659982 |
| 1992-07-01 | 9.0257079769 |
| 1992-08-01 | 8.9080538297 |
| 1992-09-01 | 8.8302866778 |
| 1992-10-01 | 8.7545045542 |
| 1992-11-01 | 8.7688964667 |
| 1992-12-01 | 8.7441701978 |
| 1993-01-01 | 8.8380520439 |
| 1993-02-01 | 8.8701856024 |
| 1993-03-01 | 8.8899766165 |
| 1993-04-01 | 8.8161491299 |
| 1993-05-01 | 8.9101554011 |
| 1993-06-01 | 8.7563796120 |
| 1993-07-01 | 8.8155451732 |
| 1993-08-01 | 8.8106561944 |
| 1993-09-01 | 8.9447643711 |
| 1993-10-01 | 8.9540983749 |
| 1993-11-01 | 8.9443562756 |
| 1993-12-01 | 8.9150053092 |
| 1994-01-01 | 8.9458049357 |
| 1994-02-01 | 8.8747711337 |
| 1994-03-01 | 8.8065625293 |
| 1994-04-01 | 8.9063854927 |
| 1994-05-01 | 8.8193632000 |
| 1994-06-01 | 8.8849328760 |
| 1994-07-01 | 8.9185260945 |
| 1994-08-01 | 8.9252307550 |
| 1994-09-01 | 8.8554675551 |
| 1994-10-01 | 8.9430861937 |
| 1994-11-01 | 8.9110221736 |
| 1994-12-01 | 8.8674183300 |
| 1995-01-01 | 8.9525826116 |
| 1995-02-01 | 8.9744367298 |
| 1995-03-01 | 9.0135157263 |
| 1995-04-01 | 9.2864717580 |
| 1995-05-01 | 9.1489323736 |
| 1995-06-01 | 8.9924263067 |
| 1995-07-01 | 9.0217182814 |
| 1995-08-01 | 9.0389942172 |
| 1995-09-01 | 9.0853009853 |
| 1995-10-01 | 9.2473651802 |
| 1995-11-01 | 9.1918923089 |
| 1995-12-01 | 9.2190388563 |
| 1996-01-01 | 9.1414473254 |
| 1996-02-01 | 9.2525250959 |
| 1996-03-01 | 9.4026639704 |
| 1996-04-01 | 9.3911400534 |
| 1996-05-01 | 9.4878563220 |
| 1996-06-01 | 9.5057206608 |
| 1996-07-01 | 9.5420059415 |
| 1996-08-01 | 9.4590517587 |
| 1996-09-01 | 9.6233057028 |
| 1996-10-01 | 9.3564496543 |
| 1996-11-01 | 9.4881494734 |
| 1996-12-01 | 9.4653852733 |
| 1997-01-01 | 9.3174453405 |
| 1997-02-01 | 9.3434226843 |
| 1997-03-01 | 9.2120073313 |
| 1997-04-01 | 9.2082253504 |
| 1997-05-01 | 9.2387951111 |
| 1997-06-01 | 9.2873169152 |
| 1997-07-01 | 9.4307658756 |
| 1997-08-01 | 9.5665235618 |
| 1997-09-01 | 9.5412491501 |
| 1997-10-01 | 9.6852340642 |
| 1997-11-01 | 9.5888928930 |
| 1997-12-01 | 9.8318109692 |
| 1998-01-01 | 9.5774771095 |
| 1998-02-01 | 9.4268507549 |
| 1998-03-01 | 9.5793564328 |
| 1998-04-01 | 9.8926497010 |
| 1998-05-01 | 9.6950298245 |
| 1998-06-01 | 9.7836707734 |
| 1998-07-01 | 9.4219218772 |
| 1998-08-01 | 9.5669407249 |
| 1998-09-01 | 9.3461863923 |
| 1998-10-01 | 9.5964512909 |
| 1998-11-01 | 9.7078881114 |
| 1998-12-01 | 9.8214663316 |
| 1999-01-01 | 9.9298940663 |
| 1999-02-01 | 9.9054043891 |
| 1999-03-01 | 9.8565099498 |
| 1999-04-01 | 9.5912702332 |
| 1999-05-01 | 9.7264717117 |
| 1999-06-01 | 9.6521411341 |
| 1999-07-01 | 9.8279332686 |
| 1999-08-01 | 9.8836215695 |
| 1999-09-01 | 9.9843835470 |
| 1999-10-01 | 9.8256172542 |
| 1999-11-01 | 9.8355526636 |
| 1999-12-01 | 9.9299967411 |
| 2000-01-01 | 9.8984633812 |
| 2000-02-01 | 9.9120474664 |
| 2000-03-01 | 9.9372920471 |
| 2000-04-01 | 9.8602904134 |
| 2000-05-01 | 9.7315397940 |
| 2000-06-01 | 9.9353918121 |
| 2000-07-01 | 10.1348926336 |
| 2000-08-01 | 10.0948007865 |
| 2000-09-01 | 9.9883069199 |
| 2000-10-01 | 10.4781776240 |
| 2000-11-01 | 10.5802601888 |
| 2000-12-01 | 10.4355478020 |
| 2001-01-01 | 10.5587415584 |
| 2001-02-01 | 10.6792837247 |
| 2001-03-01 | 10.7734285315 |
| 2001-04-01 | 10.7881954356 |
| 2001-05-01 | 10.8515818765 |
| 2001-06-01 | 10.9369729258 |
| 2001-07-01 | 10.7456625556 |
| 2001-08-01 | 10.7263121802 |
| 2001-09-01 | 10.6195624261 |
| 2001-10-01 | 10.6116800278 |
| 2001-11-01 | 10.4803775906 |
| 2001-12-01 | 10.1418181090 |
| 2002-01-01 | 10.6666843751 |
| 2002-02-01 | 10.4908850588 |
| 2002-03-01 | 10.4794649056 |
| 2002-04-01 | 10.8667566995 |
| 2002-05-01 | 10.9452999891 |
| 2002-06-01 | 10.9393728107 |
| 2002-07-01 | 10.9487550518 |
| 2002-08-01 | 11.0346141102 |
| 2002-09-01 | 11.1417880574 |
| 2002-10-01 | 10.8296024747 |
| 2002-11-01 | 10.8795045081 |
| 2002-12-01 | 11.0296631443 |
| 2003-01-01 | 11.0765713498 |
| 2003-02-01 | 11.0694876267 |
| 2003-03-01 | 11.0555151342 |
| 2003-04-01 | 10.9440969220 |
| 2003-05-01 | 10.8343951456 |
| 2003-06-01 | 10.7551434438 |
| 2003-07-01 | 10.3262772407 |
| 2003-08-01 | 10.3985735059 |
| 2003-09-01 | 10.3066720643 |
| 2003-10-01 | 10.1953945218 |
| 2003-11-01 | 10.3407106794 |
| 2003-12-01 | 10.3218681537 |
| 2004-01-01 | 10.3402240796 |
| 2004-02-01 | 10.4105065335 |
| 2004-03-01 | 10.4046257917 |
| 2004-04-01 | 10.3814438432 |
| 2004-05-01 | 10.4254050786 |
| 2004-06-01 | 10.4806508232 |
| 2004-07-01 | 10.7346389411 |
| 2004-08-01 | 11.0020393132 |
| 2004-09-01 | 10.8144680529 |
| 2004-10-01 | 10.9975954572 |
| 2004-11-01 | 11.1216599294 |
| 2004-12-01 | 11.1964037761 |
| 2005-01-01 | 11.1557220866 |
| 2005-02-01 | 11.2793231183 |
| 2005-03-01 | 11.2708767342 |
| 2005-04-01 | 11.2632646780 |
| 2005-05-01 | 11.2584361283 |
| 2005-06-01 | 11.3337374799 |
| 2005-07-01 | 11.3281256161 |
| 2005-08-01 | 11.3786870842 |
| 2005-09-01 | 11.5231924469 |
| 2005-10-01 | 11.5741835586 |
| 2005-11-01 | 11.5960387697 |
| 2005-12-01 | 11.5872931811 |
| 2006-01-01 | 11.4960561018 |
| 2006-02-01 | 11.7830435856 |
| 2006-03-01 | 11.9523878937 |
| 2006-04-01 | 12.2459613630 |
| 2006-05-01 | 12.3921327745 |
| 2006-06-01 | 12.4699988636 |
| 2006-07-01 | 12.6457043011 |
| 2006-08-01 | 12.7850635676 |
| 2006-09-01 | 12.9552090593 |
| 2006-10-01 | 13.0692082394 |
| 2006-11-01 | 13.2000196157 |
| 2006-12-01 | 13.3856182290 |
| 2007-01-01 | 13.4775721631 |
| 2007-02-01 | 13.7410279706 |
| 2007-03-01 | 13.7843322417 |
| 2007-04-01 | 13.8864109150 |
| 2007-05-01 | 14.1294097179 |
| 2007-06-01 | 14.2052938558 |
| 2007-07-01 | 14.3621597949 |
| 2007-08-01 | 14.4823847729 |
| 2007-09-01 | 14.5873502792 |
| 2007-10-01 | 14.8888557816 |
| 2007-11-01 | 14.9412879325 |
| 2007-12-01 | 15.0092672407 |
| 2008-01-01 | 14.8658624066 |
| 2008-02-01 | 14.8280705786 |
| 2008-03-01 | 14.9435910437 |
| 2008-04-01 | 14.7586219114 |
| 2008-05-01 | 14.7321744157 |
| 2008-06-01 | 14.7869883496 |
| 2008-07-01 | 15.0558331112 |
| 2008-08-01 | 14.9585978085 |
| 2008-09-01 | 14.7903605851 |
| 2008-10-01 | 14.4680217508 |
| 2008-11-01 | 14.4419387258 |
| 2008-12-01 | 14.4517914586 |
| 2009-01-01 | 14.3873220492 |
| 2009-02-01 | 14.2809511862 |
| 2009-03-01 | 14.2865501856 |
| 2009-04-01 | 14.3821818010 |
| 2009-05-01 | 14.3204749774 |
| 2009-06-01 | 14.2442923230 |
| 2009-07-01 | 13.6902589328 |
| 2009-08-01 | 13.3884502068 |
| 2009-09-01 | 13.9595296865 |
| 2009-10-01 | 14.0648853640 |
| 2009-11-01 | 14.0582204356 |
| 2009-12-01 | 13.8821079888 |
| 2010-01-01 | 14.1054426274 |
| 2010-02-01 | 14.0107059971 |
| 2010-03-01 | 14.0180640622 |
| 2010-04-01 | 13.1379541506 |
| 2010-05-01 | 13.0848812183 |
| 2010-06-01 | 13.0915465828 |
| 2010-07-01 | 13.1459096107 |
| 2010-08-01 | 13.1691970946 |
| 2010-09-01 | 13.1230761436 |
| 2010-10-01 | 13.1434983746 |
| 2010-11-01 | 13.0502242813 |
| 2010-12-01 | 12.9979473587 |
| 2011-01-01 | 13.5368942541 |
| 2011-02-01 | 13.4593271767 |
| 2011-03-01 | 13.3844641413 |
| 2011-04-01 | 13.2379758921 |
| 2011-05-01 | 13.2792737439 |
| 2011-06-01 | 13.3679013084 |
| 2011-07-01 | 13.3066584921 |
| 2011-08-01 | 13.3575166687 |
| 2011-09-01 | 13.2044886631 |
| 2011-10-01 | 13.3443673440 |
| 2011-11-01 | 13.5741837818 |
| 2011-12-01 | 13.4987946573 |
| 2012-01-01 | 13.4720829354 |
| 2012-02-01 | 13.4769247043 |
| 2012-03-01 | 13.5179008017 |
| 2012-04-01 | 13.5491968718 |
| 2012-05-01 | 13.4752406943 |
| 2012-06-01 | 13.4535940077 |
| 2012-07-01 | 13.3565401930 |
| 2012-08-01 | 13.3437542514 |
| 2012-09-01 | 13.3934061680 |
| 2012-10-01 | 13.4331655023 |
| 2012-11-01 | 13.3505689308 |
| 2012-12-01 | 13.4863134838 |
| 2013-01-01 | 13.6117104373 |
| 2013-02-01 | 13.6045261299 |
| 2013-03-01 | 13.7508739776 |
| 2013-04-01 | 13.9698307287 |
| 2013-05-01 | 14.0879420468 |
| 2013-06-01 | 14.1562334857 |
| 2013-07-01 | 14.4147927318 |
| 2013-08-01 | 14.3382029011 |
| 2013-09-01 | 14.3987652927 |
| 2013-10-01 | 14.1282095670 |
| 2013-11-01 | 14.1357708162 |
| 2013-12-01 | 14.3789604599 |
| 2014-01-01 | 14.2354136931 |
| 2014-02-01 | 14.5128117326 |
| 2014-03-01 | 14.2766566763 |
| 2014-04-01 | 14.3919552371 |
| 2014-05-01 | 14.5003005323 |
| 2014-06-01 | 14.5601484478 |
| 2014-07-01 | 14.4652666383 |
| 2014-08-01 | 14.5130939334 |
| 2014-09-01 | 14.5925972907 |
| 2014-10-01 | 14.7236419632 |
| 2014-11-01 | 14.5985359464 |
| 2014-12-01 | 14.5822862514 |
| 2015-01-01 | 14.5492267199 |
| 2015-02-01 | 14.6369147788 |
| 2015-03-01 | 14.7078316885 |
| 2015-04-01 | 14.5252299405 |
| 2015-05-01 | 14.5027451309 |
| 2015-06-01 | 14.4598686949 |
| 2015-07-01 | 14.6334121862 |
| 2015-08-01 | 14.5830344236 |
| 2015-09-01 | 14.5948964898 |
| 2015-10-01 | 14.7026378382 |
| 2015-11-01 | 14.8600406546 |
| 2015-12-01 | 14.8047751468 |
| 2016-01-01 | 14.8532549204 |
| 2016-02-01 | 14.8386403440 |
| 2016-03-01 | 14.9223808125 |
| 2016-04-01 | 14.9483907851 |
| 2016-05-01 | 15.0188045176 |
| 2016-06-01 | 15.0726749441 |
| 2016-07-01 | 15.1158087597 |
| 2016-08-01 | 15.1570208807 |
| 2016-09-01 | 15.2192085530 |
| 2016-10-01 | 15.2046636210 |
| 2016-11-01 | 15.2217822228 |
| 2016-12-01 | 15.1273403576 |
| 2017-01-01 | 15.1605040280 |
| 2017-02-01 | 15.0336546502 |
| 2017-03-01 | 15.0376841550 |
| 2017-04-01 | 15.1758715354 |
| 2017-05-01 | 15.1029023519 |
| 2017-06-01 | 15.2615778261 |
| 2017-07-01 | 15.2273846093 |
| 2017-08-01 | 15.2276107167 |
| 2017-09-01 | 15.1184204150 |
| 2017-10-01 | 15.0937511680 |
| 2017-11-01 | 15.1059946071 |
| 2017-12-01 | 15.1527003932 |
| 2018-01-01 | 15.1651883683 |
| 2018-02-01 | 15.2337614619 |
| 2018-03-01 | 15.0517551038 |
| 2018-04-01 | 15.0140860563 |
| 2018-05-01 | 14.9669046647 |
| 2018-06-01 | 14.8311419915 |
| 2018-07-01 | 14.9404950767 |
| 2018-08-01 | 14.6978363023 |
| 2018-09-01 | 14.7969284089 |
| 2018-10-01 | 15.0905658994 |
| 2018-11-01 | 15.0159224434 |
| 2018-12-01 | 14.9616887331 |
| 2019-01-01 | 15.0892563816 |
| 2019-02-01 | 15.1461655238 |
| 2019-03-01 | 15.2677862401 |
| 2019-04-01 | 15.2444843030 |
| 2019-05-01 | 15.1223230749 |
| 2019-06-01 | 14.9935156781 |
| 2019-07-01 | 15.1505688784 |
| 2019-08-01 | 15.1754459845 |
| 2019-09-01 | 15.2928206685 |
| 2019-10-01 | 15.1840100591 |
| 2019-11-01 | 15.1365071908 |
| 2019-12-01 | 15.0580557931 |
| 2020-01-01 | 14.9352050089 |
| 2020-02-01 | 14.9780699763 |
| 2020-03-01 | 14.8935542500 |
| 2020-04-01 | 13.8050921898 |
| 2020-05-01 | 13.9726089493 |
| 2020-06-01 | 14.0454521950 |
| 2020-07-01 | 13.8416558956 |
| 2020-08-01 | 14.0570926441 |
| 2020-09-01 | 14.0290079201 |
| 2020-10-01 | 14.1586596003 |
| 2020-11-01 | 14.2491914398 |
| 2020-12-01 | 14.4334960466 |
| 2021-01-01 | 14.7923499419 |
| 2021-02-01 | 14.8159261067 |
| 2021-03-01 | 14.9213957716 |
| 2021-04-01 | 14.7073470475 |
| 2021-05-01 | 15.0657574065 |
| 2021-06-01 | 15.0045300078 |
| 2021-07-01 | 15.0190464951 |
| 2021-08-01 | 14.8462819075 |
| 2021-09-01 | 15.1268639502 |
| 2021-10-01 | 15.5783831632 |
| 2021-11-01 | 15.5875800072 |
| 2021-12-01 | 15.3179233786 |
| 2022-01-01 | 15.0309686473 |
| 2022-02-01 | 15.0460915554 |
| 2022-03-01 | 15.9170999933 |
| 2022-04-01 | 15.9066650474 |
| 2022-05-01 | 15.9646965852 |
| 2022-06-01 | 16.0661707859 |
| 2022-07-01 | 16.2894685562 |
| 2022-08-01 | 16.3563692560 |
| 2022-09-01 | 16.2228691331 |
| 2022-10-01 | 16.1752813991 |
| 2022-11-01 | 16.1023687780 |
| 2022-12-01 | 16.1009644363 |
| 2023-01-01 | 15.6645584094 |
| 2023-02-01 | 15.6611204542 |
| 2023-03-01 | 15.6510599907 |
| 2023-04-01 | 16.1217722628 |
| 2023-05-01 | 15.6560006656 |
| 2023-06-01 | 15.8508189245 |
| 2023-07-01 | 15.6451901661 |
| 2023-08-01 | 15.6617948009 |
| 2023-09-01 | 15.8084365350 |
| 2023-10-01 | 15.6490076985 |
| 2023-11-01 | 15.6899578818 |
| 2023-12-01 | 15.8943462960 |
| 2024-01-01 | 15.8844020725 |
| 2024-02-01 | 15.9834187594 |
| 2024-03-01 | 15.8574193249 |
| 2024-04-01 | 15.9386521552 |
| 2024-05-01 | 15.7510024166 |
| 2024-06-01 | 15.7430022313 |
| 2024-07-01 | 16.0210012706 |
| 2024-08-01 | 15.8853455122 |
| 2024-09-01 | 15.7986356202 |
| 2024-10-01 | 15.8342779360 |
| 2024-11-01 | 15.7753407170 |
| 2024-12-01 | 15.6904673255 |
| 2025-01-01 | 15.9927839763 |
| 2025-02-01 | 15.9014582512 |
| 2025-03-01 | 15.9709445757 |
| 2025-04-01 | 15.6529307565 |
| 2025-05-01 | 15.7442780685 |
| 2025-06-01 | 15.5447510780 |
| 2025-07-01 | 15.3047221778 |
| 2025-08-01 | 15.2944916304 |
| 2025-09-01 | 15.2928645846 |
| 2025-10-01 | 15.3141959610 |
| 2025-11-01 | 15.2605066928 |
| 2025-12-01 | 15.1022327111 |
| 2026-01-01 | 14.8740967689 |
| 2026-02-01 | 14.5357825788 |
| 2026-03-01 | 14.6948278412 |
| 2026-04-01 | 14.7798551633 |
| 2026-05-01 | 14.9232435600 |
| 2026-06-01 | 14.9487740605 |
| 2026-07-01 | 15.0072606955 |
| 2026-08-01 | 14.9060520641 |