Table Data - All Employees: Professional and Business Services in Niles-Benton Harbor, MI (MSA)
| Title | All Employees: Professional and Business Services in Niles-Benton Harbor, MI (MSA) |
|---|---|
| Series ID | NILE626PBSV |
| 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 2024-07-01 |
| Last Updated | 2024-08-17 7:01 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 | 4.3780313886498305 |
| 1990-02-01 | 4.4114597925379400 |
| 1990-03-01 | 4.3435283684809910 |
| 1990-04-01 | 4.5783381153711200 |
| 1990-05-01 | 4.6053086447783400 |
| 1990-06-01 | 4.6613984252973000 |
| 1990-07-01 | 4.7682010505668500 |
| 1990-08-01 | 4.8755504259737000 |
| 1990-09-01 | 5.0025789286208395 |
| 1990-10-01 | 4.9429569881602600 |
| 1990-11-01 | 4.9237384097510710 |
| 1990-12-01 | 4.8060865260034100 |
| 1991-01-01 | 4.7768236102948300 |
| 1991-02-01 | 4.7026715761707690 |
| 1991-03-01 | 4.6354983556552700 |
| 1991-04-01 | 4.5889972049891910 |
| 1991-05-01 | 4.5247311884740700 |
| 1991-06-01 | 4.4782115429181100 |
| 1991-07-01 | 4.4674300707458800 |
| 1991-08-01 | 4.3622634382587500 |
| 1991-09-01 | 4.4053581885026505 |
| 1991-10-01 | 4.4379885349313600 |
| 1991-11-01 | 4.4099287390991510 |
| 1991-12-01 | 4.4867354285649200 |
| 1992-01-01 | 4.5733598295457500 |
| 1992-02-01 | 4.6966216322434400 |
| 1992-03-01 | 5.0236921455082590 |
| 1992-04-01 | 4.9198741162556700 |
| 1992-05-01 | 5.0603163590393100 |
| 1992-06-01 | 5.1125121337482190 |
| 1992-07-01 | 4.9584759110551200 |
| 1992-08-01 | 4.9353461091501500 |
| 1992-09-01 | 4.9102263390977400 |
| 1992-10-01 | 4.9263023509129400 |
| 1992-11-01 | 4.8843610281826795 |
| 1992-12-01 | 4.9464302762520800 |
| 1993-01-01 | 5.0792953635356400 |
| 1993-02-01 | 4.9983950394653100 |
| 1993-03-01 | 5.0191669869956295 |
| 1993-04-01 | 5.0599188962148000 |
| 1993-05-01 | 5.0999207496345000 |
| 1993-06-01 | 5.2561351257699410 |
| 1993-07-01 | 5.1557548395632800 |
| 1993-08-01 | 4.9927320344335400 |
| 1993-09-01 | 5.2144835177299910 |
| 1993-10-01 | 5.2005469772672200 |
| 1993-11-01 | 5.3510987585688500 |
| 1993-12-01 | 5.3038895695422900 |
| 1994-01-01 | 5.2841250209494500 |
| 1994-02-01 | 5.5167035800962300 |
| 1994-03-01 | 5.5289685790150305 |
| 1994-04-01 | 5.4921441795916110 |
| 1994-05-01 | 5.4370894749512310 |
| 1994-06-01 | 5.4967085598133710 |
| 1994-07-01 | 5.6503909457590810 |
| 1994-08-01 | 5.7532384312594695 |
| 1994-09-01 | 6.0104555142413000 |
| 1994-10-01 | 5.3745546233906510 |
| 1994-11-01 | 5.7139553999669410 |
| 1994-12-01 | 5.9739657806588000 |
| 1995-01-01 | 6.0088493676814100 |
| 1995-02-01 | 5.9406286511146510 |
| 1995-03-01 | 5.9368429880560100 |
| 1995-04-01 | 5.7954442435080200 |
| 1995-05-01 | 5.8657353240088400 |
| 1995-06-01 | 5.8122261508022800 |
| 1995-07-01 | 6.0625926464959590 |
| 1995-08-01 | 6.0333682871870010 |
| 1995-09-01 | 6.0092014140624500 |
| 1995-10-01 | 5.9388491216489000 |
| 1995-11-01 | 6.2854907759486700 |
| 1995-12-01 | 6.0647616777172310 |
| 1996-01-01 | 5.8310740545081610 |
| 1996-02-01 | 5.7715789823780400 |
| 1996-03-01 | 5.7460633994122100 |
| 1996-04-01 | 5.7813046614321600 |
| 1996-05-01 | 5.9685357736853600 |
| 1996-06-01 | 5.9927824270745600 |
| 1996-07-01 | 6.0768630237464000 |
| 1996-08-01 | 6.3465480716198100 |
| 1996-09-01 | 6.3173075670437190 |
| 1996-10-01 | 6.5079833355460100 |
| 1996-11-01 | 6.5772840879617590 |
| 1996-12-01 | 6.5728339474397900 |
| 1997-01-01 | 5.9521567236356505 |
| 1997-02-01 | 5.9899400601889505 |
| 1997-03-01 | 6.0561402049919700 |
| 1997-04-01 | 6.2480919351538210 |
| 1997-05-01 | 6.2467919938699400 |
| 1997-06-01 | 6.2444110954825900 |
| 1997-07-01 | 6.4056278191780900 |
| 1997-08-01 | 6.3786051433092500 |
| 1997-09-01 | 6.5326902774724610 |
| 1997-10-01 | 6.3911168718273090 |
| 1997-11-01 | 6.1795486410392500 |
| 1997-12-01 | 6.2901620748647690 |
| 1998-01-01 | 6.6677788857273600 |
| 1998-02-01 | 7.0983736426116700 |
| 1998-03-01 | 7.0686706965289200 |
| 1998-04-01 | 7.1110876805330000 |
| 1998-05-01 | 6.9137168363712100 |
| 1998-06-01 | 7.2878112590791600 |
| 1998-07-01 | 7.1173404802178000 |
| 1998-08-01 | 7.1188968676165200 |
| 1998-09-01 | 7.3480236834987200 |
| 1998-10-01 | 7.5981479060073900 |
| 1998-11-01 | 7.8908207932018810 |
| 1998-12-01 | 7.7063418999781110 |
| 1999-01-01 | 7.0900332161813300 |
| 1999-02-01 | 7.0884422809923600 |
| 1999-03-01 | 7.1744007291229700 |
| 1999-04-01 | 6.2825276995923796 |
| 1999-05-01 | 6.4848715563183290 |
| 1999-06-01 | 6.5375637586158300 |
| 1999-07-01 | 6.4247479364274405 |
| 1999-08-01 | 6.4481983078697200 |
| 1999-09-01 | 6.4535203426811400 |
| 1999-10-01 | 6.7144984016985700 |
| 1999-11-01 | 6.5015803099834300 |
| 1999-12-01 | 6.7142832833302700 |
| 2000-01-01 | 6.9051338445613000 |
| 2000-02-01 | 6.8868749452361700 |
| 2000-03-01 | 6.6838172965681300 |
| 2000-04-01 | 6.7843196074203200 |
| 2000-05-01 | 6.6507963357792700 |
| 2000-06-01 | 6.5069628756551205 |
| 2000-07-01 | 6.5069457338781000 |
| 2000-08-01 | 6.4561511619281200 |
| 2000-09-01 | 6.4541900898167800 |
| 2000-10-01 | 6.1348005891668600 |
| 2000-11-01 | 6.2210954310037200 |
| 2000-12-01 | 6.1194960756786500 |
| 2001-01-01 | 5.9108880440664800 |
| 2001-02-01 | 5.9818535946379190 |
| 2001-03-01 | 5.9969601074897600 |
| 2001-04-01 | 5.9991620208260300 |
| 2001-05-01 | 5.9220461661904410 |
| 2001-06-01 | 6.0024830687727500 |
| 2001-07-01 | 6.0906105044537195 |
| 2001-08-01 | 6.0411449611122200 |
| 2001-09-01 | 5.9395839221579510 |
| 2001-10-01 | 6.1559984516243300 |
| 2001-11-01 | 6.2351305938135395 |
| 2001-12-01 | 6.3199686569520495 |
| 2002-01-01 | 6.2104073969317810 |
| 2002-02-01 | 6.3920107812006790 |
| 2002-03-01 | 6.4112402025902700 |
| 2002-04-01 | 6.4103518780856500 |
| 2002-05-01 | 6.5058259588156700 |
| 2002-06-01 | 6.5125580183782805 |
| 2002-07-01 | 6.2637669727982805 |
| 2002-08-01 | 6.5264589783124010 |
| 2002-09-01 | 6.3324882776695190 |
| 2002-10-01 | 5.9692346566368500 |
| 2002-11-01 | 6.0430335145337900 |
| 2002-12-01 | 5.9172866840831510 |
| 2003-01-01 | 5.9019897280521700 |
| 2003-02-01 | 5.6970321881590404 |
| 2003-03-01 | 5.7174890303558300 |
| 2003-04-01 | 5.6179744390779510 |
| 2003-05-01 | 5.7144812069281600 |
| 2003-06-01 | 5.6276094666619800 |
| 2003-07-01 | 5.6531887245418390 |
| 2003-08-01 | 5.6179235843470300 |
| 2003-09-01 | 5.5201729257698900 |
| 2003-10-01 | 5.4696968289843000 |
| 2003-11-01 | 5.8369945517709810 |
| 2003-12-01 | 5.3094763265811910 |
| 2004-01-01 | 5.3871048945060600 |
| 2004-02-01 | 5.5056552388457690 |
| 2004-03-01 | 5.4276762769849900 |
| 2004-04-01 | 5.3303439557839605 |
| 2004-05-01 | 5.3328237378649200 |
| 2004-06-01 | 5.2449178333573405 |
| 2004-07-01 | 5.2403505561702400 |
| 2004-08-01 | 5.3101084568194805 |
| 2004-09-01 | 5.3082478360656100 |
| 2004-10-01 | 5.3632481525068700 |
| 2004-11-01 | 5.3321362259472000 |
| 2004-12-01 | 5.5033799139917990 |
| 2005-01-01 | 5.5800948255232410 |
| 2005-02-01 | 5.4997350899971510 |
| 2005-03-01 | 5.5453827759557590 |
| 2005-04-01 | 5.7285361271488500 |
| 2005-05-01 | 5.6528247742663490 |
| 2005-06-01 | 5.6665352937021000 |
| 2005-07-01 | 5.6414777009078100 |
| 2005-08-01 | 5.5001532199307400 |
| 2005-09-01 | 5.4795240722193100 |
| 2005-10-01 | 5.5661675206415410 |
| 2005-11-01 | 5.7214246590740500 |
| 2005-12-01 | 5.7921873914801000 |
| 2006-01-01 | 5.4930584008576300 |
| 2006-02-01 | 5.4077490299857500 |
| 2006-03-01 | 5.3633960442789700 |
| 2006-04-01 | 5.1118553994626200 |
| 2006-05-01 | 5.1699477661974695 |
| 2006-06-01 | 5.2695797029037810 |
| 2006-07-01 | 5.3393571044432000 |
| 2006-08-01 | 5.3950847113169305 |
| 2006-09-01 | 5.4509024249409700 |
| 2006-10-01 | 5.6772703298211304 |
| 2006-11-01 | 5.6071798886163910 |
| 2006-12-01 | 5.5808230408016400 |
| 2007-01-01 | 5.6280173831273200 |
| 2007-02-01 | 5.7262524523480800 |
| 2007-03-01 | 5.6783509920436000 |
| 2007-04-01 | 5.5865920991905800 |
| 2007-05-01 | 5.5761635995839500 |
| 2007-06-01 | 5.7589442684217405 |
| 2007-07-01 | 5.9388625874545710 |
| 2007-08-01 | 5.9928983159344190 |
| 2007-09-01 | 6.0131124824284505 |
| 2007-10-01 | 5.8794376228107310 |
| 2007-11-01 | 5.8091711679237700 |
| 2007-12-01 | 5.8894749918495400 |
| 2008-01-01 | 5.8632501954782590 |
| 2008-02-01 | 5.9509718018345910 |
| 2008-03-01 | 5.8854741488672190 |
| 2008-04-01 | 6.0717169276269900 |
| 2008-05-01 | 6.0717899516224000 |
| 2008-06-01 | 5.9389626458611500 |
| 2008-07-01 | 5.8226007703526510 |
| 2008-08-01 | 5.8924901300051795 |
| 2008-09-01 | 5.5704965737760100 |
| 2008-10-01 | 5.8742795041779010 |
| 2008-11-01 | 6.0336678336799910 |
| 2008-12-01 | 5.1186006520245100 |
| 2009-01-01 | 5.0972391756882690 |
| 2009-02-01 | 5.0769628566172695 |
| 2009-03-01 | 5.1841114021962700 |
| 2009-04-01 | 5.1543214845657200 |
| 2009-05-01 | 5.0461132043802000 |
| 2009-06-01 | 5.1180161426249400 |
| 2009-07-01 | 4.9122553973401500 |
| 2009-08-01 | 4.9087683729005700 |
| 2009-09-01 | 4.6321095059467200 |
| 2009-10-01 | 5.3570240079334010 |
| 2009-11-01 | 5.5697529846062700 |
| 2009-12-01 | 5.5505971201225590 |
| 2010-01-01 | 5.4082618415539800 |
| 2010-02-01 | 5.4055572161354100 |
| 2010-03-01 | 5.4797167898816800 |
| 2010-04-01 | 5.6479851787169000 |
| 2010-05-01 | 5.6264213017332400 |
| 2010-06-01 | 5.6847810237629400 |
| 2010-07-01 | 5.8967622579933200 |
| 2010-08-01 | 5.9325123235700700 |
| 2010-09-01 | 6.0068977529202400 |
| 2010-10-01 | 6.1383291463890300 |
| 2010-11-01 | 6.0153859862890300 |
| 2010-12-01 | 5.9838365012318900 |
| 2011-01-01 | 6.1990879803690190 |
| 2011-02-01 | 6.3159171373186505 |
| 2011-03-01 | 6.2685236115974610 |
| 2011-04-01 | 5.5541247205619500 |
| 2011-05-01 | 5.6099191277794200 |
| 2011-06-01 | 5.6671425162784600 |
| 2011-07-01 | 5.7784702135765000 |
| 2011-08-01 | 5.7536423935786200 |
| 2011-09-01 | 5.7983916956271200 |
| 2011-10-01 | 5.8176252392644300 |
| 2011-11-01 | 5.7673925556751100 |
| 2011-12-01 | 5.7293458623043800 |
| 2012-01-01 | 5.7642027357139190 |
| 2012-02-01 | 5.7934236706334294 |
| 2012-03-01 | 5.9486652513261700 |
| 2012-04-01 | 5.9672588132977310 |
| 2012-05-01 | 6.1071356041620195 |
| 2012-06-01 | 6.2586572011073605 |
| 2012-07-01 | 5.7651812355873300 |
| 2012-08-01 | 5.7654157522569700 |
| 2012-09-01 | 6.0120741998780710 |
| 2012-10-01 | 5.9140593447235300 |
| 2012-11-01 | 6.1109008898306910 |
| 2012-12-01 | 5.9746157980967400 |
| 2013-01-01 | 5.5236529193202200 |
| 2013-02-01 | 5.5521810342313600 |
| 2013-03-01 | 5.5207996682941200 |
| 2013-04-01 | 5.5589186971029605 |
| 2013-05-01 | 5.4846195793550400 |
| 2013-06-01 | 5.6641802740534490 |
| 2013-07-01 | 5.5843565667888500 |
| 2013-08-01 | 5.5977054628326000 |
| 2013-09-01 | 5.5514497831179000 |
| 2013-10-01 | 5.5259727213316290 |
| 2013-11-01 | 5.3190462838534200 |
| 2013-12-01 | 5.1980009401383100 |
| 2014-01-01 | 5.4817523354143205 |
| 2014-02-01 | 5.6065689406483600 |
| 2014-03-01 | 5.4848835910736105 |
| 2014-04-01 | 5.3356183451696800 |
| 2014-05-01 | 5.4667760445575800 |
| 2014-06-01 | 5.4626774472950100 |
| 2014-07-01 | 5.7294958811968300 |
| 2014-08-01 | 5.8436061125983500 |
| 2014-09-01 | 5.7129508850430000 |
| 2014-10-01 | 5.7510428520135800 |
| 2014-11-01 | 5.6978074494453400 |
| 2014-12-01 | 5.7014460399843205 |
| 2015-01-01 | 5.9526141599379300 |
| 2015-02-01 | 5.9544646477406600 |
| 2015-03-01 | 5.9342682995685900 |
| 2015-04-01 | 6.0107382569224690 |
| 2015-05-01 | 5.8401884115080405 |
| 2015-06-01 | 5.8706214438983500 |
| 2015-07-01 | 5.8899617861493200 |
| 2015-08-01 | 5.9062773455914500 |
| 2015-09-01 | 5.7835219910718605 |
| 2015-10-01 | 5.7705104372185200 |
| 2015-11-01 | 5.8564742148181494 |
| 2015-12-01 | 5.7950670344144810 |
| 2016-01-01 | 5.8289294704852900 |
| 2016-02-01 | 5.8044622793682400 |
| 2016-03-01 | 5.7803086144887010 |
| 2016-04-01 | 5.8871139035558890 |
| 2016-05-01 | 5.9177106028445800 |
| 2016-06-01 | 5.5691134176156800 |
| 2016-07-01 | 5.7641057324865590 |
| 2016-08-01 | 5.6782541041385400 |
| 2016-09-01 | 5.8518082255545700 |
| 2016-10-01 | 5.8885274904714295 |
| 2016-11-01 | 5.8983936493450795 |
| 2016-12-01 | 5.8725470108481300 |
| 2017-01-01 | 5.7112567831117500 |
| 2017-02-01 | 5.6621742203553090 |
| 2017-03-01 | 5.8359850485197200 |
| 2017-04-01 | 5.3799590831945805 |
| 2017-05-01 | 5.5917238753104900 |
| 2017-06-01 | 5.5669106676438700 |
| 2017-07-01 | 5.5421712255635600 |
| 2017-08-01 | 5.5514194665857600 |
| 2017-09-01 | 5.6003228926935600 |
| 2017-10-01 | 5.6048476021686300 |
| 2017-11-01 | 5.6366022430804910 |
| 2017-12-01 | 5.6268527506990100 |
| 2018-01-01 | 5.5966902321185600 |
| 2018-02-01 | 5.6294573191045090 |
| 2018-03-01 | 5.7115688297621800 |
| 2018-04-01 | 5.5849418551361300 |
| 2018-05-01 | 5.5833135844089800 |
| 2018-06-01 | 5.7623981828766600 |
| 2018-07-01 | 5.4066162903065800 |
| 2018-08-01 | 5.5094921910674500 |
| 2018-09-01 | 5.4327735802418700 |
| 2018-10-01 | 5.5198497025347400 |
| 2018-11-01 | 5.4921482826919800 |
| 2018-12-01 | 5.4738179259495700 |
| 2019-01-01 | 5.5748746757677700 |
| 2019-02-01 | 5.5897877432440195 |
| 2019-03-01 | 5.6997147123790710 |
| 2019-04-01 | 5.7059263071727190 |
| 2019-05-01 | 5.6965496649961400 |
| 2019-06-01 | 5.6653688048020490 |
| 2019-07-01 | 5.4519038633018700 |
| 2019-08-01 | 5.4440006972268410 |
| 2019-09-01 | 5.4484783427424800 |
| 2019-10-01 | 6.1360068332669500 |
| 2019-11-01 | 6.1649475225093600 |
| 2019-12-01 | 6.1273143990575710 |
| 2020-01-01 | 6.2562950764512010 |
| 2020-02-01 | 6.1462217283250595 |
| 2020-03-01 | 6.0885729034770195 |
| 2020-04-01 | 4.2184239166906900 |
| 2020-05-01 | 4.3237921322335700 |
| 2020-06-01 | 4.6714324718676800 |
| 2020-07-01 | 5.0898160244747400 |
| 2020-08-01 | 5.1739120860149500 |
| 2020-09-01 | 5.1561947665801390 |
| 2020-10-01 | 5.1514376665266600 |
| 2020-11-01 | 5.2456911474974600 |
| 2020-12-01 | 5.2837627766020500 |
| 2021-01-01 | 5.2346381202326800 |
| 2021-02-01 | 5.3072377659822000 |
| 2021-03-01 | 5.2839818604257800 |
| 2021-04-01 | 5.3279097679309400 |
| 2021-05-01 | 5.3491585138159200 |
| 2021-06-01 | 5.2849123110083300 |
| 2021-07-01 | 5.4192886935213600 |
| 2021-08-01 | 5.3928445646232810 |
| 2021-09-01 | 5.2571529343005400 |
| 2021-10-01 | 5.6646933793260990 |
| 2021-11-01 | 5.6360301346040410 |
| 2021-12-01 | 5.7485912088558795 |
| 2022-01-01 | 5.8240271527090800 |
| 2022-02-01 | 5.7757020797202200 |
| 2022-03-01 | 5.7709145991661390 |
| 2022-04-01 | 5.8325670101460100 |
| 2022-05-01 | 5.7657778708424990 |
| 2022-06-01 | 5.9014203309698400 |
| 2022-07-01 | 5.7373009714259300 |
| 2022-08-01 | 5.8134849591519500 |
| 2022-09-01 | 5.8606886604422600 |
| 2022-10-01 | 5.7699937843994600 |
| 2022-11-01 | 5.8341692128010700 |
| 2022-12-01 | 5.8255998542445100 |
| 2023-01-01 | 5.7109277415351600 |
| 2023-02-01 | 5.8572499284575800 |
| 2023-03-01 | 5.8564859081484810 |
| 2023-04-01 | 5.5358088260468210 |
| 2023-05-01 | 5.6764485637638800 |
| 2023-06-01 | 5.9116219016258900 |
| 2023-07-01 | 5.6486881791952595 |
| 2023-08-01 | 5.6232512404656790 |
| 2023-09-01 | 5.6655880440944500 |
| 2023-10-01 | 5.6737363548321300 |
| 2023-11-01 | 5.6365909159904195 |
| 2023-12-01 | 5.6178663980530095 |
| 2024-01-01 | 5.6065955426084200 |
| 2024-02-01 | 5.5461743760900095 |
| 2024-03-01 | 5.5378114958898090 |
| 2024-04-01 | 5.5359696896487405 |
| 2024-05-01 | 5.5804352686483005 |
| 2024-06-01 | 5.4153176720544190 |
| 2024-07-01 | 5.4552824974115800 |
