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 2026-07-01 |
| Last Updated | 2026-08-21 6:57 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 | 9.12500739202760 |
| 1990-02-01 | 9.13568396695940 |
| 1990-03-01 | 9.05243274725815 |
| 1990-04-01 | 8.75737169781998 |
| 1990-05-01 | 8.50637519318317 |
| 1990-06-01 | 8.70313212169967 |
| 1990-07-01 | 8.71339472608515 |
| 1990-08-01 | 8.69396287219562 |
| 1990-09-01 | 8.81518879221719 |
| 1990-10-01 | 8.87525046007830 |
| 1990-11-01 | 8.80085711877502 |
| 1990-12-01 | 8.77117223310306 |
| 1991-01-01 | 8.73379739928081 |
| 1991-02-01 | 8.66507702681336 |
| 1991-03-01 | 8.86811446391195 |
| 1991-04-01 | 9.03826583164756 |
| 1991-05-01 | 8.90712636858361 |
| 1991-06-01 | 8.91719674558702 |
| 1991-07-01 | 8.81655794122648 |
| 1991-08-01 | 8.80050018209448 |
| 1991-09-01 | 8.71657538919745 |
| 1991-10-01 | 8.66068267824615 |
| 1991-11-01 | 8.68727626084977 |
| 1991-12-01 | 8.76529550018366 |
| 1992-01-01 | 8.73597634014323 |
| 1992-02-01 | 8.67072704596517 |
| 1992-03-01 | 8.68833092787216 |
| 1992-04-01 | 8.73461587518453 |
| 1992-05-01 | 8.70380797605566 |
| 1992-06-01 | 8.83656599720505 |
| 1992-07-01 | 9.02570797080006 |
| 1992-08-01 | 8.90805382016130 |
| 1992-09-01 | 8.83028666611564 |
| 1992-10-01 | 8.75450456347388 |
| 1992-11-01 | 8.76889645751236 |
| 1992-12-01 | 8.74417019258970 |
| 1993-01-01 | 8.83805204386027 |
| 1993-02-01 | 8.87018560584029 |
| 1993-03-01 | 8.88997662745888 |
| 1993-04-01 | 8.81614914871969 |
| 1993-05-01 | 8.91015542910024 |
| 1993-06-01 | 8.75637961626297 |
| 1993-07-01 | 8.81554516933998 |
| 1993-08-01 | 8.81065618421004 |
| 1993-09-01 | 8.94476423847653 |
| 1993-10-01 | 8.95409842306413 |
| 1993-11-01 | 8.94435627075181 |
| 1993-12-01 | 8.91500531301156 |
| 1994-01-01 | 8.94580494918654 |
| 1994-02-01 | 8.87477115430403 |
| 1994-03-01 | 8.80656255945462 |
| 1994-04-01 | 8.90638553104467 |
| 1994-05-01 | 8.81936324544676 |
| 1994-06-01 | 8.88493287985121 |
| 1994-07-01 | 8.91852607972048 |
| 1994-08-01 | 8.92523072578455 |
| 1994-09-01 | 8.85546728461676 |
| 1994-10-01 | 8.94308626520094 |
| 1994-11-01 | 8.91102216299964 |
| 1994-12-01 | 8.86741836222961 |
| 1995-01-01 | 8.95258263223232 |
| 1995-02-01 | 8.97443682482512 |
| 1995-03-01 | 9.01351577906689 |
| 1995-04-01 | 9.28647181245615 |
| 1995-05-01 | 9.14893246774968 |
| 1995-06-01 | 8.99242637129036 |
| 1995-07-01 | 9.02171814648932 |
| 1995-08-01 | 9.03899426251912 |
| 1995-09-01 | 9.08530028809331 |
| 1995-10-01 | 9.24736533458926 |
| 1995-11-01 | 9.19189235144092 |
| 1995-12-01 | 9.21903896461951 |
| 1996-01-01 | 9.14144739496636 |
| 1996-02-01 | 9.25252532105953 |
| 1996-03-01 | 9.40266410240250 |
| 1996-04-01 | 9.39113999566639 |
| 1996-05-01 | 9.48785649982570 |
| 1996-06-01 | 9.50572078477302 |
| 1996-07-01 | 9.54200561962540 |
| 1996-08-01 | 9.45905181142764 |
| 1996-09-01 | 9.62330458207143 |
| 1996-10-01 | 9.35644984124660 |
| 1996-11-01 | 9.48814957793893 |
| 1996-12-01 | 9.46538550163386 |
| 1997-01-01 | 9.31744551334119 |
| 1997-02-01 | 9.34342307816686 |
| 1997-03-01 | 9.21200755771593 |
| 1997-04-01 | 9.20822518961605 |
| 1997-05-01 | 9.23879536053838 |
| 1997-06-01 | 9.28731708437438 |
| 1997-07-01 | 9.43076537711812 |
| 1997-08-01 | 9.56652363347777 |
| 1997-09-01 | 9.54124724728685 |
| 1997-10-01 | 9.68523434472280 |
| 1997-11-01 | 9.58889316570361 |
| 1997-12-01 | 9.83181142111205 |
| 1998-01-01 | 9.57747750789064 |
| 1998-02-01 | 9.42685134938832 |
| 1998-03-01 | 9.57935681841104 |
| 1998-04-01 | 9.89264945100310 |
| 1998-05-01 | 9.69503018046232 |
| 1998-06-01 | 9.78367092539235 |
| 1998-07-01 | 9.42192121396904 |
| 1998-08-01 | 9.56694056076716 |
| 1998-09-01 | 9.34618384415715 |
| 1998-10-01 | 9.59645100532393 |
| 1998-11-01 | 9.70788777482794 |
| 1998-12-01 | 9.82146971961958 |
| 1999-01-01 | 9.92989387012275 |
| 1999-02-01 | 9.90540452118519 |
| 1999-03-01 | 9.85651087324099 |
| 1999-04-01 | 9.59127003069425 |
| 1999-05-01 | 9.72647188914612 |
| 1999-06-01 | 9.65214118190712 |
| 1999-07-01 | 9.82793251995956 |
| 1999-08-01 | 9.88362138742148 |
| 1999-09-01 | 9.98438046499420 |
| 1999-10-01 | 9.82561566524327 |
| 1999-11-01 | 9.83555116412817 |
| 1999-12-01 | 9.93000350179666 |
| 2000-01-01 | 9.89846284589274 |
| 2000-02-01 | 9.91204717540788 |
| 2000-03-01 | 9.93729355181360 |
| 2000-04-01 | 9.86029023315989 |
| 2000-05-01 | 9.73153968862475 |
| 2000-06-01 | 9.93539162538344 |
| 2000-07-01 | 10.13489190828230 |
| 2000-08-01 | 10.09480042001960 |
| 2000-09-01 | 9.98830417832997 |
| 2000-10-01 | 10.47817436544410 |
| 2000-11-01 | 10.58025713860220 |
| 2000-12-01 | 10.43555827245080 |
| 2001-01-01 | 10.55874051394100 |
| 2001-02-01 | 10.67928285880000 |
| 2001-03-01 | 10.77343070508840 |
| 2001-04-01 | 10.78819539027590 |
| 2001-05-01 | 10.85158133918330 |
| 2001-06-01 | 10.93697247078080 |
| 2001-07-01 | 10.74566200127240 |
| 2001-08-01 | 10.72631179317910 |
| 2001-09-01 | 10.61956014782470 |
| 2001-10-01 | 10.61167578247610 |
| 2001-11-01 | 10.48037389635590 |
| 2001-12-01 | 10.14182862570350 |
| 2002-01-01 | 10.66668362026630 |
| 2002-02-01 | 10.49088431224010 |
| 2002-03-01 | 10.47946707359080 |
| 2002-04-01 | 10.86675681459800 |
| 2002-05-01 | 10.94529928340920 |
| 2002-06-01 | 10.93937220380940 |
| 2002-07-01 | 10.94875464316300 |
| 2002-08-01 | 11.03461353845180 |
| 2002-09-01 | 11.14178649293560 |
| 2002-10-01 | 10.82959794134990 |
| 2002-11-01 | 10.87950045401290 |
| 2002-12-01 | 11.02967435870590 |
| 2003-01-01 | 11.07657036100990 |
| 2003-02-01 | 11.06948671332860 |
| 2003-03-01 | 11.05551733871360 |
| 2003-04-01 | 10.94409715986880 |
| 2003-05-01 | 10.83439433203670 |
| 2003-06-01 | 10.75514285104570 |
| 2003-07-01 | 10.32627700683300 |
| 2003-08-01 | 10.39857313646130 |
| 2003-09-01 | 10.30667146855680 |
| 2003-10-01 | 10.19539078104600 |
| 2003-11-01 | 10.34070746134690 |
| 2003-12-01 | 10.32187553879710 |
| 2004-01-01 | 10.34022377974300 |
| 2004-02-01 | 10.41050623419900 |
| 2004-03-01 | 10.40462735229470 |
| 2004-04-01 | 10.38144404206160 |
| 2004-05-01 | 10.42540447062790 |
| 2004-06-01 | 10.48065033582860 |
| 2004-07-01 | 10.73463875113480 |
| 2004-08-01 | 11.00203895159340 |
| 2004-09-01 | 10.81446799358250 |
| 2004-10-01 | 10.99759286020150 |
| 2004-11-01 | 11.12165775101790 |
| 2004-12-01 | 11.19640789803230 |
| 2005-01-01 | 11.15572201958940 |
| 2005-02-01 | 11.27932314059030 |
| 2005-03-01 | 11.27087777533280 |
| 2005-04-01 | 11.26326496643010 |
| 2005-05-01 | 11.25843595115060 |
| 2005-06-01 | 11.33373742499490 |
| 2005-07-01 | 11.32812514870520 |
| 2005-08-01 | 11.37868691183970 |
| 2005-09-01 | 11.52319274773600 |
| 2005-10-01 | 11.57418248961390 |
| 2005-11-01 | 11.59603786225160 |
| 2005-12-01 | 11.58729331092710 |
| 2006-01-01 | 11.49605611110700 |
| 2006-02-01 | 11.78304376040190 |
| 2006-03-01 | 11.95238822794610 |
| 2006-04-01 | 12.24596191453600 |
| 2006-05-01 | 12.39213380385160 |
| 2006-06-01 | 12.46999936268660 |
| 2006-07-01 | 12.64570333339950 |
| 2006-08-01 | 12.78506355267360 |
| 2006-09-01 | 12.95520985556300 |
| 2006-10-01 | 13.06920853176960 |
| 2006-11-01 | 13.20001931881310 |
| 2006-12-01 | 13.38561726433090 |
| 2007-01-01 | 13.47757051002220 |
| 2007-02-01 | 13.74102586556700 |
| 2007-03-01 | 13.78432956856720 |
| 2007-04-01 | 13.88641457884100 |
| 2007-05-01 | 14.12941359780420 |
| 2007-06-01 | 14.20529569418250 |
| 2007-07-01 | 14.36215845671620 |
| 2007-08-01 | 14.48238504302330 |
| 2007-09-01 | 14.58735171156640 |
| 2007-10-01 | 14.88885611649390 |
| 2007-11-01 | 14.94128708496490 |
| 2007-12-01 | 15.00926653228100 |
| 2008-01-01 | 14.86585905993180 |
| 2008-02-01 | 14.82806548842920 |
| 2008-03-01 | 14.94358474141790 |
| 2008-04-01 | 14.75862899584710 |
| 2008-05-01 | 14.73218120396610 |
| 2008-06-01 | 14.78699148511010 |
| 2008-07-01 | 15.05583224337170 |
| 2008-08-01 | 14.95859836030710 |
| 2008-09-01 | 14.79036223896540 |
| 2008-10-01 | 14.46802187555500 |
| 2008-11-01 | 14.44193733768950 |
| 2008-12-01 | 14.45179124465340 |
| 2009-01-01 | 14.38731754772350 |
| 2009-02-01 | 14.28094376731040 |
| 2009-03-01 | 14.28654098605790 |
| 2009-04-01 | 14.38219171798600 |
| 2009-05-01 | 14.32048367855250 |
| 2009-06-01 | 14.24429666536240 |
| 2009-07-01 | 13.69025880562830 |
| 2009-08-01 | 13.38845083223740 |
| 2009-09-01 | 13.95953086307020 |
| 2009-10-01 | 14.06488480952510 |
| 2009-11-01 | 14.05821835112030 |
| 2009-12-01 | 13.88210844579800 |
| 2010-01-01 | 14.10543780812460 |
| 2010-02-01 | 14.01069795411160 |
| 2010-03-01 | 14.01805473175720 |
| 2010-04-01 | 13.13796318649060 |
| 2010-05-01 | 13.08488928733020 |
| 2010-06-01 | 13.09155072758240 |
| 2010-07-01 | 13.14591053912720 |
| 2010-08-01 | 13.16919781332140 |
| 2010-09-01 | 13.12307699941230 |
| 2010-10-01 | 13.14349762174240 |
| 2010-11-01 | 13.05022222918260 |
| 2010-12-01 | 12.99794800505860 |
| 2011-01-01 | 13.53688994179360 |
| 2011-02-01 | 13.45931942249520 |
| 2011-03-01 | 13.38445524767480 |
| 2011-04-01 | 13.23798475856590 |
| 2011-05-01 | 13.27928113248770 |
| 2011-06-01 | 13.36790531410770 |
| 2011-07-01 | 13.30666022870820 |
| 2011-08-01 | 13.35751729466490 |
| 2011-09-01 | 13.20448885767300 |
| 2011-10-01 | 13.34436584194090 |
| 2011-11-01 | 13.57418163100770 |
| 2011-12-01 | 13.49879595956970 |
| 2012-01-01 | 13.47207989118930 |
| 2012-02-01 | 13.47691868537470 |
| 2012-03-01 | 13.51789426719930 |
| 2012-04-01 | 13.54920298896120 |
| 2012-05-01 | 13.47524569835200 |
| 2012-06-01 | 13.45359693810250 |
| 2012-07-01 | 13.35654241789690 |
| 2012-08-01 | 13.34375481999810 |
| 2012-09-01 | 13.39340605778080 |
| 2012-10-01 | 13.43316377404410 |
| 2012-11-01 | 13.35056799359410 |
| 2012-12-01 | 13.48631458149450 |
| 2013-01-01 | 13.61170884291760 |
| 2013-02-01 | 13.60452230772510 |
| 2013-03-01 | 13.75086982542970 |
| 2013-04-01 | 13.96983356396320 |
| 2013-05-01 | 14.08794405692990 |
| 2013-06-01 | 14.15623496944270 |
| 2013-07-01 | 14.41479474744610 |
| 2013-08-01 | 14.33820422559500 |
| 2013-09-01 | 14.39876646695200 |
| 2013-10-01 | 14.12820911603830 |
| 2013-11-01 | 14.13577200861610 |
| 2013-12-01 | 14.37896066517830 |
| 2014-01-01 | 14.23541140597440 |
| 2014-02-01 | 14.51280768407520 |
| 2014-03-01 | 14.27665315154120 |
| 2014-04-01 | 14.39195416278900 |
| 2014-05-01 | 14.50030071921030 |
| 2014-06-01 | 14.56015004162210 |
| 2014-07-01 | 14.46527036073780 |
| 2014-08-01 | 14.51309828242570 |
| 2014-09-01 | 14.59260204994170 |
| 2014-10-01 | 14.72364444292460 |
| 2014-11-01 | 14.59853931142600 |
| 2014-12-01 | 14.58228345872780 |
| 2015-01-01 | 14.54921993613820 |
| 2015-02-01 | 14.63690018692200 |
| 2015-03-01 | 14.70782528603960 |
| 2015-04-01 | 14.52522874885220 |
| 2015-05-01 | 14.50274805844340 |
| 2015-06-01 | 14.45987535043960 |
| 2015-07-01 | 14.63342042024680 |
| 2015-08-01 | 14.58304070562340 |
| 2015-09-01 | 14.59490253800830 |
| 2015-10-01 | 14.70268504680280 |
| 2015-11-01 | 14.86004268740590 |
| 2015-12-01 | 14.80476355703690 |
| 2016-01-01 | 14.85322923502100 |
| 2016-02-01 | 14.83858836468510 |
| 2016-03-01 | 14.92232956305370 |
| 2016-04-01 | 14.94834156255550 |
| 2016-05-01 | 15.01877251756030 |
| 2016-06-01 | 15.07283752854220 |
| 2016-07-01 | 15.11583086887730 |
| 2016-08-01 | 15.15705663339090 |
| 2016-09-01 | 15.21925469991030 |
| 2016-10-01 | 15.20479009164240 |
| 2016-11-01 | 15.22178768949750 |
| 2016-12-01 | 15.12729364418510 |
| 2017-01-01 | 15.16040778799350 |
| 2017-02-01 | 15.03348839360540 |
| 2017-03-01 | 15.03750726465600 |
| 2017-04-01 | 15.17570552894870 |
| 2017-05-01 | 15.10282017735870 |
| 2017-06-01 | 15.26194982680510 |
| 2017-07-01 | 15.22751966772270 |
| 2017-08-01 | 15.22779361295670 |
| 2017-09-01 | 15.11861605791800 |
| 2017-10-01 | 15.09402732196060 |
| 2017-11-01 | 15.10602581956180 |
| 2017-12-01 | 15.15259487116320 |
| 2018-01-01 | 15.16495138630610 |
| 2018-02-01 | 15.23331490655490 |
| 2018-03-01 | 15.05119441851290 |
| 2018-04-01 | 15.01400572351530 |
| 2018-05-01 | 14.96645623942070 |
| 2018-06-01 | 14.83135519193760 |
| 2018-07-01 | 14.94035625997700 |
| 2018-08-01 | 14.70014089191810 |
| 2018-09-01 | 14.79706702060690 |
| 2018-10-01 | 15.09098860806830 |
| 2018-11-01 | 15.01505557268980 |
| 2018-12-01 | 14.96187005111190 |
| 2019-01-01 | 15.08918335558750 |
| 2019-02-01 | 15.14596432125370 |
| 2019-03-01 | 15.26470770597980 |
| 2019-04-01 | 15.24492407917360 |
| 2019-05-01 | 15.12185359620370 |
| 2019-06-01 | 14.99369230876150 |
| 2019-07-01 | 15.15039181555490 |
| 2019-08-01 | 15.18022924680800 |
| 2019-09-01 | 15.29299752972560 |
| 2019-10-01 | 15.18457764299440 |
| 2019-11-01 | 15.13471265038630 |
| 2019-12-01 | 15.05848959681520 |
| 2020-01-01 | 14.93529334824870 |
| 2020-02-01 | 14.97821079132410 |
| 2020-03-01 | 14.88830554375340 |
| 2020-04-01 | 13.80463490579000 |
| 2020-05-01 | 13.97250876248630 |
| 2020-06-01 | 14.04592488529520 |
| 2020-07-01 | 13.84173028732810 |
| 2020-08-01 | 14.06391675527990 |
| 2020-09-01 | 14.02926205781920 |
| 2020-10-01 | 14.15921069206180 |
| 2020-11-01 | 14.24649294534630 |
| 2020-12-01 | 14.43403853656860 |
| 2021-01-01 | 14.79246636701440 |
| 2021-02-01 | 14.81635269133850 |
| 2021-03-01 | 14.91401400607350 |
| 2021-04-01 | 14.70561082120240 |
| 2021-05-01 | 15.06605034305330 |
| 2021-06-01 | 15.00507284534870 |
| 2021-07-01 | 15.02342616246130 |
| 2021-08-01 | 14.85329326757440 |
| 2021-09-01 | 15.12671516537130 |
| 2021-10-01 | 15.57828834315830 |
| 2021-11-01 | 15.58388681194290 |
| 2021-12-01 | 15.31809485313070 |
| 2022-01-01 | 15.03046200035730 |
| 2022-02-01 | 15.04624208177500 |
| 2022-03-01 | 15.90941736905470 |
| 2022-04-01 | 15.90354377094080 |
| 2022-05-01 | 15.96581655245500 |
| 2022-06-01 | 16.06720476537520 |
| 2022-07-01 | 16.29907395584670 |
| 2022-08-01 | 16.36369140192460 |
| 2022-09-01 | 16.22181941495850 |
| 2022-10-01 | 16.17384244051240 |
| 2022-11-01 | 16.09701184304970 |
| 2022-12-01 | 16.09986323693480 |
| 2023-01-01 | 15.66241386986920 |
| 2023-02-01 | 15.66076001284340 |
| 2023-03-01 | 15.64336606624800 |
| 2023-04-01 | 16.11902312978960 |
| 2023-05-01 | 15.65926616639820 |
| 2023-06-01 | 15.85526301135070 |
| 2023-07-01 | 15.66394063075020 |
| 2023-08-01 | 15.66173141748670 |
| 2023-09-01 | 15.80482482547180 |
| 2023-10-01 | 15.64562133684530 |
| 2023-11-01 | 15.68393489431710 |
| 2023-12-01 | 15.89124590887650 |
| 2024-01-01 | 15.87982161344890 |
| 2024-02-01 | 15.98153098055760 |
| 2024-03-01 | 15.85143876940410 |
| 2024-04-01 | 15.93633429836760 |
| 2024-05-01 | 15.75748637332560 |
| 2024-06-01 | 15.75280055891690 |
| 2024-07-01 | 16.04767774805720 |
| 2024-08-01 | 15.87865127209850 |
| 2024-09-01 | 15.79227141157600 |
| 2024-10-01 | 15.82885560740180 |
| 2024-11-01 | 15.76848328725980 |
| 2024-12-01 | 15.68513440036000 |
| 2025-01-01 | 15.98549044856960 |
| 2025-02-01 | 15.89770346476750 |
| 2025-03-01 | 15.96615867348020 |
| 2025-04-01 | 15.65228184721110 |
| 2025-05-01 | 15.75354703369070 |
| 2025-06-01 | 15.55980417562730 |
| 2025-07-01 | 15.33916188863690 |
| 2025-08-01 | 15.28013373166090 |
| 2025-09-01 | 15.28344949775360 |
| 2025-10-01 | 15.30703833349140 |
| 2025-11-01 | 15.25345141011240 |
| 2025-12-01 | 15.09543624196880 |
| 2026-01-01 | 14.86542369740130 |
| 2026-02-01 | 14.53087515400760 |
| 2026-03-01 | 14.69201378257160 |
| 2026-04-01 | 14.78142744992200 |
| 2026-05-01 | 14.93430982124050 |
| 2026-06-01 | 14.96714249479470 |
| 2026-07-01 | 15.04405648376950 |