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 2026-05-01 |
| Last Updated | 2026-06-24 10:21 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 | 9.12500739378395 |
| 1990-02-01 | 9.13568396476403 |
| 1990-03-01 | 9.05243274466726 |
| 1990-04-01 | 8.75737169994589 |
| 1990-05-01 | 8.50637519995355 |
| 1990-06-01 | 8.70313212165741 |
| 1990-07-01 | 8.71339472388025 |
| 1990-08-01 | 8.69396287302122 |
| 1990-09-01 | 8.81518879316218 |
| 1990-10-01 | 8.87525045989824 |
| 1990-11-01 | 8.80085711632901 |
| 1990-12-01 | 8.77117222902955 |
| 1991-01-01 | 8.73379739904221 |
| 1991-02-01 | 8.66507702441836 |
| 1991-03-01 | 8.86811446382457 |
| 1991-04-01 | 9.03826583750783 |
| 1991-05-01 | 8.90712637963782 |
| 1991-06-01 | 8.91719674639579 |
| 1991-07-01 | 8.81655793726850 |
| 1991-08-01 | 8.80050017883942 |
| 1991-09-01 | 8.71657538554545 |
| 1991-10-01 | 8.66068267411639 |
| 1991-11-01 | 8.68727625535903 |
| 1991-12-01 | 8.76529549433480 |
| 1992-01-01 | 8.73597633847214 |
| 1992-02-01 | 8.67072704542229 |
| 1992-03-01 | 8.68833093480865 |
| 1992-04-01 | 8.73461589473029 |
| 1992-05-01 | 8.70380801704945 |
| 1992-06-01 | 8.83656599379014 |
| 1992-07-01 | 9.02570794964143 |
| 1992-08-01 | 8.90805378688009 |
| 1992-09-01 | 8.83028662530912 |
| 1992-10-01 | 8.75450459567985 |
| 1992-11-01 | 8.76889642547253 |
| 1992-12-01 | 8.74417017456174 |
| 1993-01-01 | 8.83805204375153 |
| 1993-02-01 | 8.87018561798875 |
| 1993-03-01 | 8.88997666571979 |
| 1993-04-01 | 8.81614921432962 |
| 1993-05-01 | 8.91015552665487 |
| 1993-06-01 | 8.75637963113041 |
| 1993-07-01 | 8.81554515572437 |
| 1993-08-01 | 8.81065614872406 |
| 1993-09-01 | 8.94476377596797 |
| 1993-10-01 | 8.95409859112144 |
| 1993-11-01 | 8.94435625389597 |
| 1993-12-01 | 8.91500532635608 |
| 1994-01-01 | 8.94580499631877 |
| 1994-02-01 | 8.87477122628693 |
| 1994-03-01 | 8.80656266455798 |
| 1994-04-01 | 8.90638566473490 |
| 1994-05-01 | 8.81936340414273 |
| 1994-06-01 | 8.88493289332163 |
| 1994-07-01 | 8.91852602806201 |
| 1994-08-01 | 8.92523062373406 |
| 1994-09-01 | 8.85546634127298 |
| 1994-10-01 | 8.94308651466293 |
| 1994-11-01 | 8.91102212592940 |
| 1994-12-01 | 8.86741847460184 |
| 1995-01-01 | 8.95258270416242 |
| 1995-02-01 | 8.97443715664578 |
| 1995-03-01 | 9.01351596307667 |
| 1995-04-01 | 9.28647200252829 |
| 1995-05-01 | 9.14893279625015 |
| 1995-06-01 | 8.99242659656261 |
| 1995-07-01 | 9.02171767596568 |
| 1995-08-01 | 9.03899442043383 |
| 1995-09-01 | 9.08529785597257 |
| 1995-10-01 | 9.24736587285685 |
| 1995-11-01 | 9.19189249938396 |
| 1995-12-01 | 9.21903934210531 |
| 1996-01-01 | 9.14144763747209 |
| 1996-02-01 | 9.25252610680600 |
| 1996-03-01 | 9.40266456295024 |
| 1996-04-01 | 9.39113979535827 |
| 1996-05-01 | 9.48785712031815 |
| 1996-06-01 | 9.50572121732332 |
| 1996-07-01 | 9.54200449707612 |
| 1996-08-01 | 9.45905199505453 |
| 1996-09-01 | 9.62330067250056 |
| 1996-10-01 | 9.35645049287130 |
| 1996-11-01 | 9.48814994207641 |
| 1996-12-01 | 9.46538629745889 |
| 1997-01-01 | 9.31744611554981 |
| 1997-02-01 | 9.34342445237697 |
| 1997-03-01 | 9.21200834721325 |
| 1997-04-01 | 9.20822463116937 |
| 1997-05-01 | 9.23879623171903 |
| 1997-06-01 | 9.28731767466093 |
| 1997-07-01 | 9.43076363858474 |
| 1997-08-01 | 9.56652388336865 |
| 1997-09-01 | 9.54124060710668 |
| 1997-10-01 | 9.68523532274456 |
| 1997-11-01 | 9.58889411609675 |
| 1997-12-01 | 9.83181299647322 |
| 1998-01-01 | 9.57747889684359 |
| 1998-02-01 | 9.42685342349989 |
| 1998-03-01 | 9.57935816367997 |
| 1998-04-01 | 9.89264858319198 |
| 1998-05-01 | 9.69503142498071 |
| 1998-06-01 | 9.78367145633204 |
| 1998-07-01 | 9.42191890115073 |
| 1998-08-01 | 9.56693998845938 |
| 1998-09-01 | 9.34617495031126 |
| 1998-10-01 | 9.59645000795341 |
| 1998-11-01 | 9.70788659919073 |
| 1998-12-01 | 9.82148153492238 |
| 1999-01-01 | 9.92989318444340 |
| 1999-02-01 | 9.90540498184120 |
| 1999-03-01 | 9.85651409423658 |
| 1999-04-01 | 9.59126933712950 |
| 1999-05-01 | 9.72647251170518 |
| 1999-06-01 | 9.65214134872381 |
| 1999-07-01 | 9.82792990807767 |
| 1999-08-01 | 9.88362075130549 |
| 1999-09-01 | 9.98436970476413 |
| 1999-10-01 | 9.82561011790278 |
| 1999-11-01 | 9.83554592985855 |
| 1999-12-01 | 9.93002708099664 |
| 2000-01-01 | 9.89846097809235 |
| 2000-02-01 | 9.91204616223584 |
| 2000-03-01 | 9.93729880297240 |
| 2000-04-01 | 9.86028962938775 |
| 2000-05-01 | 9.73153932625042 |
| 2000-06-01 | 9.93539097264903 |
| 2000-07-01 | 10.13488937232380 |
| 2000-08-01 | 10.09479913297290 |
| 2000-09-01 | 9.98829459814004 |
| 2000-10-01 | 10.47816298590210 |
| 2000-11-01 | 10.58024649334990 |
| 2000-12-01 | 10.43559479507000 |
| 2001-01-01 | 10.55873687637180 |
| 2001-02-01 | 10.67927984868560 |
| 2001-03-01 | 10.77343829863500 |
| 2001-04-01 | 10.78819527480590 |
| 2001-05-01 | 10.85157947569490 |
| 2001-06-01 | 10.93697088585300 |
| 2001-07-01 | 10.74566006196890 |
| 2001-08-01 | 10.72631035552780 |
| 2001-09-01 | 10.61955217987700 |
| 2001-10-01 | 10.61166095954410 |
| 2001-11-01 | 10.48036101218870 |
| 2001-12-01 | 10.14186532515560 |
| 2002-01-01 | 10.66668101283960 |
| 2002-02-01 | 10.49088173652260 |
| 2002-03-01 | 10.47947466030470 |
| 2002-04-01 | 10.86675726344300 |
| 2002-05-01 | 10.94529683250240 |
| 2002-06-01 | 10.93937008969670 |
| 2002-07-01 | 10.94875320668860 |
| 2002-08-01 | 11.03461136830620 |
| 2002-09-01 | 11.14178101545060 |
| 2002-10-01 | 10.82958211026660 |
| 2002-11-01 | 10.87948629952030 |
| 2002-12-01 | 11.02971345905680 |
| 2003-01-01 | 11.07656720040850 |
| 2003-02-01 | 11.06948346940460 |
| 2003-03-01 | 11.05552496564370 |
| 2003-04-01 | 10.94409797541620 |
| 2003-05-01 | 10.83439148854910 |
| 2003-06-01 | 10.75514081655640 |
| 2003-07-01 | 10.32627624346190 |
| 2003-08-01 | 10.39857168972880 |
| 2003-09-01 | 10.30666945159310 |
| 2003-10-01 | 10.19537776514460 |
| 2003-11-01 | 10.34069623001370 |
| 2003-12-01 | 10.32190123356150 |
| 2004-01-01 | 10.34022317776290 |
| 2004-02-01 | 10.41050493658280 |
| 2004-03-01 | 10.40463254418690 |
| 2004-04-01 | 10.38144460553500 |
| 2004-05-01 | 10.42540234371040 |
| 2004-06-01 | 10.48064872924210 |
| 2004-07-01 | 10.73463818890510 |
| 2004-08-01 | 11.00203748954890 |
| 2004-09-01 | 10.81446774598110 |
| 2004-10-01 | 10.99758380210230 |
| 2004-11-01 | 11.12165035680360 |
| 2004-12-01 | 11.19642269820090 |
| 2005-01-01 | 11.15572309900110 |
| 2005-02-01 | 11.27932317069350 |
| 2005-03-01 | 11.27088096286000 |
| 2005-04-01 | 11.26326514342210 |
| 2005-05-01 | 11.25843414766750 |
| 2005-06-01 | 11.33373579025420 |
| 2005-07-01 | 11.32812561796570 |
| 2005-08-01 | 11.37868559609910 |
| 2005-09-01 | 11.52319252800200 |
| 2005-10-01 | 11.57417854147600 |
| 2005-11-01 | 11.59603564678570 |
| 2005-12-01 | 11.58729597990580 |
| 2006-01-01 | 11.49605962190840 |
| 2006-02-01 | 11.78304595762760 |
| 2006-03-01 | 11.95238927910850 |
| 2006-04-01 | 12.24596146761770 |
| 2006-05-01 | 12.39213140091360 |
| 2006-06-01 | 12.46999760334010 |
| 2006-07-01 | 12.64570465749030 |
| 2006-08-01 | 12.78506176613780 |
| 2006-09-01 | 12.95520727787330 |
| 2006-10-01 | 13.06920712597350 |
| 2006-11-01 | 13.20001946636730 |
| 2006-12-01 | 13.38561923430070 |
| 2007-01-01 | 13.47757499703150 |
| 2007-02-01 | 13.74103090543700 |
| 2007-03-01 | 13.78433565115240 |
| 2007-04-01 | 13.88640770218440 |
| 2007-05-01 | 14.12940590353990 |
| 2007-06-01 | 14.20529184464030 |
| 2007-07-01 | 14.36216086258270 |
| 2007-08-01 | 14.48238372294370 |
| 2007-09-01 | 14.58734855614390 |
| 2007-10-01 | 14.88885513560910 |
| 2007-11-01 | 14.94128860964850 |
| 2007-12-01 | 15.00926789862610 |
| 2008-01-01 | 14.86586630759350 |
| 2008-02-01 | 14.82807583074580 |
| 2008-03-01 | 14.94359750763310 |
| 2008-04-01 | 14.75861500076860 |
| 2008-05-01 | 14.73216765622920 |
| 2008-06-01 | 14.78698511005570 |
| 2008-07-01 | 15.05583381624050 |
| 2008-08-01 | 14.95859713685240 |
| 2008-09-01 | 14.79035886832620 |
| 2008-10-01 | 14.46802156356130 |
| 2008-11-01 | 14.44194014498440 |
| 2008-12-01 | 14.45179171333240 |
| 2009-01-01 | 14.38732678971340 |
| 2009-02-01 | 14.28095855536560 |
| 2009-03-01 | 14.28655930249040 |
| 2009-04-01 | 14.38217189863810 |
| 2009-05-01 | 14.32046624009690 |
| 2009-06-01 | 14.24428790185850 |
| 2009-07-01 | 13.69025899152310 |
| 2009-08-01 | 13.38844959253710 |
| 2009-09-01 | 13.95952857822480 |
| 2009-10-01 | 14.06488599564160 |
| 2009-11-01 | 14.05822265803280 |
| 2009-12-01 | 13.88210763540460 |
| 2010-01-01 | 14.10544747050190 |
| 2010-02-01 | 14.01071395097530 |
| 2010-03-01 | 14.01807326084150 |
| 2010-04-01 | 13.13794505376070 |
| 2010-05-01 | 13.08487301456480 |
| 2010-06-01 | 13.09154226521490 |
| 2010-07-01 | 13.14590858507940 |
| 2010-08-01 | 13.16919631347360 |
| 2010-09-01 | 13.12307529535430 |
| 2010-10-01 | 13.14349993094720 |
| 2010-11-01 | 13.05022676179470 |
| 2010-12-01 | 12.99794679095080 |
| 2011-01-01 | 13.53689854272120 |
| 2011-02-01 | 13.45933441753260 |
| 2011-03-01 | 13.38447280287940 |
| 2011-04-01 | 13.23796683374200 |
| 2011-05-01 | 13.27926606845370 |
| 2011-06-01 | 13.36789698364970 |
| 2011-07-01 | 13.30665658127160 |
| 2011-08-01 | 13.35751584722560 |
| 2011-09-01 | 13.20448840816640 |
| 2011-10-01 | 13.34437084259940 |
| 2011-11-01 | 13.57418676513650 |
| 2011-12-01 | 13.49879355871450 |
| 2012-01-01 | 13.47208612386890 |
| 2012-02-01 | 13.47693004440460 |
| 2012-03-01 | 13.51790558204860 |
| 2012-04-01 | 13.54919061433290 |
| 2012-05-01 | 13.47523534798430 |
| 2012-06-01 | 13.45359061216100 |
| 2012-07-01 | 13.35653767841300 |
| 2012-08-01 | 13.34375334536310 |
| 2012-09-01 | 13.39340613366680 |
| 2012-10-01 | 13.43317041982920 |
| 2012-11-01 | 13.35057264839330 |
| 2012-12-01 | 13.48631289111620 |
| 2013-01-01 | 13.61171268886050 |
| 2013-02-01 | 13.60452960675390 |
| 2013-03-01 | 13.75087539002250 |
| 2013-04-01 | 13.96982806032140 |
| 2013-05-01 | 14.08793925310520 |
| 2013-06-01 | 14.15622951006930 |
| 2013-07-01 | 14.41478549466750 |
| 2013-08-01 | 14.33819363803400 |
| 2013-09-01 | 14.39875586309780 |
| 2013-10-01 | 14.12820908400640 |
| 2013-11-01 | 14.13577658756170 |
| 2013-12-01 | 14.37897779444550 |
| 2014-01-01 | 14.23544532136980 |
| 2014-02-01 | 14.51284411355990 |
| 2014-03-01 | 14.27666960690310 |
| 2014-04-01 | 14.39194712200670 |
| 2014-05-01 | 14.50026769375460 |
| 2014-06-01 | 14.56009893980850 |
| 2014-07-01 | 14.46521267788720 |
| 2014-08-01 | 14.51304920029260 |
| 2014-09-01 | 14.59257333229070 |
| 2014-10-01 | 14.72365210164220 |
| 2014-11-01 | 14.59857745487260 |
| 2014-12-01 | 14.58237512144110 |
| 2015-01-01 | 14.54935374278380 |
| 2015-02-01 | 14.63702398986310 |
| 2015-03-01 | 14.70788632301670 |
| 2015-04-01 | 14.52518826297110 |
| 2015-05-01 | 14.50260578464110 |
| 2015-06-01 | 14.45967348685690 |
| 2015-07-01 | 14.63321498311810 |
| 2015-08-01 | 14.58291168532540 |
| 2015-09-01 | 14.59484248689690 |
| 2015-10-01 | 14.70276124246250 |
| 2015-11-01 | 14.86015050921930 |
| 2015-12-01 | 14.80500488614970 |
| 2016-01-01 | 14.85357723713840 |
| 2016-02-01 | 14.83891141594540 |
| 2016-03-01 | 14.92262045750040 |
| 2016-04-01 | 14.94856634997700 |
| 2016-05-01 | 15.01892049098030 |
| 2016-06-01 | 15.07017867953810 |
| 2016-07-01 | 15.11588488840540 |
| 2016-08-01 | 15.15717017486480 |
| 2016-09-01 | 15.21937947797660 |
| 2016-10-01 | 15.20509986241000 |
| 2016-11-01 | 15.22214335356420 |
| 2016-12-01 | 15.12781989291450 |
| 2017-01-01 | 15.16103093214530 |
| 2017-02-01 | 15.03403184770340 |
| 2017-03-01 | 15.03798361881640 |
| 2017-04-01 | 15.17612536578580 |
| 2017-05-01 | 15.10312741449710 |
| 2017-06-01 | 15.25662414534660 |
| 2017-07-01 | 15.22770978059600 |
| 2017-08-01 | 15.22806753347870 |
| 2017-09-01 | 15.11886893334260 |
| 2017-10-01 | 15.09462028018830 |
| 2017-11-01 | 15.10679169295880 |
| 2017-12-01 | 15.15360323447580 |
| 2018-01-01 | 15.16615192812020 |
| 2018-02-01 | 15.23462178990460 |
| 2018-03-01 | 15.05259736331920 |
| 2018-04-01 | 15.01159968148470 |
| 2018-05-01 | 14.96776976234670 |
| 2018-06-01 | 14.82440193573080 |
| 2018-07-01 | 14.94134438420090 |
| 2018-08-01 | 14.69882760234770 |
| 2018-09-01 | 14.79781249583640 |
| 2018-10-01 | 15.09213099442160 |
| 2018-11-01 | 15.01734920515300 |
| 2018-12-01 | 14.96302816581210 |
| 2019-01-01 | 15.09037903980150 |
| 2019-02-01 | 15.14722649331420 |
| 2019-03-01 | 15.26848796983390 |
| 2019-04-01 | 15.23868059231060 |
| 2019-05-01 | 15.12338364362830 |
| 2019-06-01 | 14.98698300946810 |
| 2019-07-01 | 15.15178433161880 |
| 2019-08-01 | 15.17697668809960 |
| 2019-09-01 | 15.29415600335820 |
| 2019-10-01 | 15.18624998627200 |
| 2019-11-01 | 15.13850260012350 |
| 2019-12-01 | 15.05974290946850 |
| 2020-01-01 | 14.93643703067210 |
| 2020-02-01 | 14.97943060297740 |
| 2020-03-01 | 14.89442499750600 |
| 2020-04-01 | 13.79444779716030 |
| 2020-05-01 | 13.97451489753580 |
| 2020-06-01 | 14.04041862435950 |
| 2020-07-01 | 13.84380209419650 |
| 2020-08-01 | 14.05950206069560 |
| 2020-09-01 | 14.03098231325930 |
| 2020-10-01 | 14.16134325018620 |
| 2020-11-01 | 14.25138489260510 |
| 2020-12-01 | 14.43509648988750 |
| 2021-01-01 | 14.79292556336380 |
| 2021-02-01 | 14.81639979425450 |
| 2021-03-01 | 14.92103806351490 |
| 2021-04-01 | 14.69188872882790 |
| 2021-05-01 | 15.06690231309050 |
| 2021-06-01 | 15.00093464962460 |
| 2021-07-01 | 15.02940953520240 |
| 2021-08-01 | 14.84844776117300 |
| 2021-09-01 | 15.12876714683800 |
| 2021-10-01 | 15.58099315752020 |
| 2021-11-01 | 15.58945883473630 |
| 2021-12-01 | 15.31898585592270 |
| 2022-01-01 | 15.03014218827610 |
| 2022-02-01 | 15.04503985412380 |
| 2022-03-01 | 15.91538715433970 |
| 2022-04-01 | 15.88438731270140 |
| 2022-05-01 | 15.96591241547630 |
| 2022-06-01 | 16.06562420507590 |
| 2022-07-01 | 16.31095853820830 |
| 2022-08-01 | 16.35961900314420 |
| 2022-09-01 | 16.22555100269410 |
| 2022-10-01 | 16.17789605184710 |
| 2022-11-01 | 16.10329288095410 |
| 2022-12-01 | 16.10028122779690 |
| 2023-01-01 | 15.66018566947220 |
| 2023-02-01 | 15.65654058590560 |
| 2023-03-01 | 15.64388264313250 |
| 2023-04-01 | 16.09488616704770 |
| 2023-05-01 | 15.65735177180750 |
| 2023-06-01 | 15.85685569418320 |
| 2023-07-01 | 15.68461506250130 |
| 2023-08-01 | 15.66340717091340 |
| 2023-09-01 | 15.81078714695460 |
| 2023-10-01 | 15.65064920946370 |
| 2023-11-01 | 15.68873322038370 |
| 2023-12-01 | 15.89033103501440 |
| 2024-01-01 | 15.87499442778120 |
| 2024-02-01 | 15.97384830246280 |
| 2024-03-01 | 15.84414677420420 |
| 2024-04-01 | 15.90842051905520 |
| 2024-05-01 | 15.75610533007140 |
| 2024-06-01 | 15.75331592950340 |
| 2024-07-01 | 16.07782498043430 |
| 2024-08-01 | 15.88802262878510 |
| 2024-09-01 | 15.80172703631110 |
| 2024-10-01 | 15.83562473312080 |
| 2024-11-01 | 15.77229749527050 |
| 2024-12-01 | 15.68313046086010 |
| 2025-01-01 | 15.97803414071800 |
| 2025-02-01 | 15.88658243429270 |
| 2025-03-01 | 15.95027645539730 |
| 2025-04-01 | 15.62208494409330 |
| 2025-05-01 | 15.75253156017700 |
| 2025-06-01 | 15.55582523096980 |
| 2025-07-01 | 15.37881968532180 |
| 2025-08-01 | 15.29616995013490 |
| 2025-09-01 | 15.29538562811840 |
| 2025-10-01 | 15.31468912128320 |
| 2025-11-01 | 15.25590639098580 |
| 2025-12-01 | 15.09218711283080 |
| 2026-01-01 | 14.85645795464830 |
| 2026-02-01 | 14.51875208063870 |
| 2026-03-01 | 14.67254486390230 |
| 2026-04-01 | 14.75081613019320 |
| 2026-05-01 | 14.83472904543860 |