Table Data - All Employees: Professional and Business Services in Topeka, KS (MSA)
| Title | All Employees: Professional and Business Services in Topeka, KS (MSA) |
|---|---|
| Series ID | TOPE820PBSV |
| 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 2024-09-01 |
| Last Updated | 2024-10-23 6:24 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 | 8.4521943448124690 |
| 1990-02-01 | 8.3431014118678400 |
| 1990-03-01 | 8.1564548949165300 |
| 1990-04-01 | 7.9519320967502996 |
| 1990-05-01 | 7.6598511433124810 |
| 1990-06-01 | 7.5863950148589000 |
| 1990-07-01 | 7.5693296191279990 |
| 1990-08-01 | 7.5062283391442690 |
| 1990-09-01 | 7.5652929402746390 |
| 1990-10-01 | 7.7192219494879600 |
| 1990-11-01 | 7.7964736905730400 |
| 1990-12-01 | 7.7600620474580190 |
| 1991-01-01 | 7.7340561084177600 |
| 1991-02-01 | 7.6113170661787700 |
| 1991-03-01 | 7.6384904940566910 |
| 1991-04-01 | 7.7566219884601900 |
| 1991-05-01 | 7.7593199312032800 |
| 1991-06-01 | 7.7711039408602310 |
| 1991-07-01 | 7.7854141298424695 |
| 1991-08-01 | 7.7144227538037500 |
| 1991-09-01 | 7.8668897259143800 |
| 1991-10-01 | 7.5153758120817000 |
| 1991-11-01 | 7.3860852742080500 |
| 1991-12-01 | 7.3417807247827900 |
| 1992-01-01 | 7.3229194242971700 |
| 1992-02-01 | 7.1788156486613390 |
| 1992-03-01 | 7.1279613540631290 |
| 1992-04-01 | 7.1672651937470590 |
| 1992-05-01 | 7.1605665099121610 |
| 1992-06-01 | 7.0911776195002700 |
| 1992-07-01 | 7.2288535222311605 |
| 1992-08-01 | 7.2334870762918600 |
| 1992-09-01 | 7.1878842451813700 |
| 1992-10-01 | 7.1092109682678900 |
| 1992-11-01 | 7.0749058107353090 |
| 1992-12-01 | 7.1156179896546900 |
| 1993-01-01 | 7.1153060826553500 |
| 1993-02-01 | 7.2537814913685410 |
| 1993-03-01 | 7.4309031420595595 |
| 1993-04-01 | 7.2712313518134700 |
| 1993-05-01 | 7.4678874407475700 |
| 1993-06-01 | 7.4921125322905390 |
| 1993-07-01 | 7.3513036018572200 |
| 1993-08-01 | 7.4340859834762690 |
| 1993-09-01 | 7.7813618943527300 |
| 1993-10-01 | 7.5111772906791510 |
| 1993-11-01 | 7.5719624147923400 |
| 1993-12-01 | 7.4845257439930700 |
| 1994-01-01 | 7.6438916467017900 |
| 1994-02-01 | 7.6364833374917800 |
| 1994-03-01 | 7.7433622096825600 |
| 1994-04-01 | 7.6664043001266800 |
| 1994-05-01 | 7.5712398642847100 |
| 1994-06-01 | 7.7064875347592490 |
| 1994-07-01 | 7.4780694344741105 |
| 1994-08-01 | 7.4411750016889910 |
| 1994-09-01 | 7.4780753864940500 |
| 1994-10-01 | 7.9038244262526300 |
| 1994-11-01 | 7.6672005722353305 |
| 1994-12-01 | 7.7573510335064510 |
| 1995-01-01 | 7.7639395528237100 |
| 1995-02-01 | 7.8198620562510900 |
| 1995-03-01 | 7.6497027893893000 |
| 1995-04-01 | 7.6495276203527700 |
| 1995-05-01 | 7.6861651795323390 |
| 1995-06-01 | 7.6251526875574200 |
| 1995-07-01 | 7.8937609103248700 |
| 1995-08-01 | 8.0434878276647800 |
| 1995-09-01 | 7.8664566105572495 |
| 1995-10-01 | 8.1826444433261200 |
| 1995-11-01 | 8.3751502743558300 |
| 1995-12-01 | 8.4378387249976600 |
| 1996-01-01 | 8.4030346230756200 |
| 1996-02-01 | 8.1144283396079600 |
| 1996-03-01 | 8.3552336465520400 |
| 1996-04-01 | 8.5132709137608000 |
| 1996-05-01 | 8.5960236575471410 |
| 1996-06-01 | 8.4296743506929310 |
| 1996-07-01 | 8.9892958371605510 |
| 1996-08-01 | 8.8494068831545380 |
| 1996-09-01 | 8.9521885837168490 |
| 1996-10-01 | 8.6639725966640400 |
| 1996-11-01 | 8.5780558433092000 |
| 1996-12-01 | 8.6278008877837510 |
| 1997-01-01 | 8.3007122615916500 |
| 1997-02-01 | 8.4248101196851500 |
| 1997-03-01 | 8.4459633418152790 |
| 1997-04-01 | 8.6828021526790500 |
| 1997-05-01 | 8.7025199816107100 |
| 1997-06-01 | 8.6435869379421100 |
| 1997-07-01 | 8.6015027119701800 |
| 1997-08-01 | 8.6703001460173000 |
| 1997-09-01 | 8.8614717106131600 |
| 1997-10-01 | 8.8436372734967500 |
| 1997-11-01 | 8.7826466204975410 |
| 1997-12-01 | 8.8315097148778900 |
| 1998-01-01 | 8.9143973734994190 |
| 1998-02-01 | 9.1552399378752120 |
| 1998-03-01 | 9.2325549093568300 |
| 1998-04-01 | 9.1402864419875610 |
| 1998-05-01 | 9.1892169976033010 |
| 1998-06-01 | 9.3480315888589500 |
| 1998-07-01 | 9.3211755434395800 |
| 1998-08-01 | 9.3956298715150090 |
| 1998-09-01 | 9.1712326904964300 |
| 1998-10-01 | 9.5170567636731700 |
| 1998-11-01 | 9.4706298613958500 |
| 1998-12-01 | 9.5445904556564610 |
| 1999-01-01 | 9.7215940373251100 |
| 1999-02-01 | 9.7801535775656310 |
| 1999-03-01 | 9.9110644783089100 |
| 1999-04-01 | 9.8061644300209500 |
| 1999-05-01 | 9.6899007655954400 |
| 1999-06-01 | 9.7562389688109400 |
| 1999-07-01 | 9.8524592156417690 |
| 1999-08-01 | 9.6200145333729200 |
| 1999-09-01 | 9.6975139288539190 |
| 1999-10-01 | 9.6859049196510000 |
| 1999-11-01 | 9.9382582958383400 |
| 1999-12-01 | 10.0484381550194000 |
| 2000-01-01 | 10.0915022831385010 |
| 2000-02-01 | 9.9933434248345990 |
| 2000-03-01 | 10.1061406878464000 |
| 2000-04-01 | 10.0917659963345000 |
| 2000-05-01 | 10.2911008482719000 |
| 2000-06-01 | 10.2820109187715990 |
| 2000-07-01 | 10.2668259890237000 |
| 2000-08-01 | 10.5419026425354010 |
| 2000-09-01 | 10.5281996160230000 |
| 2000-10-01 | 10.8651437212379000 |
| 2000-11-01 | 10.5998584234206990 |
| 2000-12-01 | 10.5447758401313010 |
| 2001-01-01 | 10.6501275498799010 |
| 2001-02-01 | 10.5902972069226000 |
| 2001-03-01 | 10.6156499050615980 |
| 2001-04-01 | 10.9796409734021000 |
| 2001-05-01 | 11.0017909226886990 |
| 2001-06-01 | 10.9130019801314000 |
| 2001-07-01 | 10.7749347282262000 |
| 2001-08-01 | 10.7566398003233000 |
| 2001-09-01 | 10.8466329491410000 |
| 2001-10-01 | 10.8688103468416000 |
| 2001-11-01 | 10.6772805564570000 |
| 2001-12-01 | 10.5424144916856000 |
| 2002-01-01 | 10.1835908104145000 |
| 2002-02-01 | 10.2582331842440000 |
| 2002-03-01 | 10.1312134794778020 |
| 2002-04-01 | 10.0007350507646000 |
| 2002-05-01 | 9.8030463075096200 |
| 2002-06-01 | 9.6509125260711000 |
| 2002-07-01 | 9.9798928576967790 |
| 2002-08-01 | 10.0807109103720000 |
| 2002-09-01 | 9.8612784861002600 |
| 2002-10-01 | 9.8735317405988700 |
| 2002-11-01 | 9.8878218060083800 |
| 2002-12-01 | 9.9419207195547500 |
| 2003-01-01 | 9.5441319090089600 |
| 2003-02-01 | 9.1946142689448410 |
| 2003-03-01 | 9.1167591800896500 |
| 2003-04-01 | 8.9279141405143410 |
| 2003-05-01 | 9.0171006487846790 |
| 2003-06-01 | 8.8806590780119300 |
| 2003-07-01 | 8.8749325556855610 |
| 2003-08-01 | 8.6935575918350600 |
| 2003-09-01 | 8.6809138172013900 |
| 2003-10-01 | 8.5775728042755500 |
| 2003-11-01 | 8.4000003751510100 |
| 2003-12-01 | 8.5360587709888200 |
| 2004-01-01 | 8.8167827061412700 |
| 2004-02-01 | 8.8621959803407600 |
| 2004-03-01 | 8.9959880008875000 |
| 2004-04-01 | 8.7418967679490200 |
| 2004-05-01 | 8.2215384250430000 |
| 2004-06-01 | 8.3969741599435000 |
| 2004-07-01 | 7.9644473582316600 |
| 2004-08-01 | 8.0084904476227000 |
| 2004-09-01 | 8.0996182644130700 |
| 2004-10-01 | 7.8722650603413795 |
| 2004-11-01 | 8.0123110117683700 |
| 2004-12-01 | 8.0225623110686790 |
| 2005-01-01 | 8.1055571049923900 |
| 2005-02-01 | 8.1442875472482300 |
| 2005-03-01 | 8.0772388991634900 |
| 2005-04-01 | 8.0637777462845000 |
| 2005-05-01 | 8.1235271742110700 |
| 2005-06-01 | 8.2111365615321790 |
| 2005-07-01 | 8.2609983094998300 |
| 2005-08-01 | 8.4130362998316100 |
| 2005-09-01 | 8.3165432963941100 |
| 2005-10-01 | 8.4573122396337000 |
| 2005-11-01 | 8.3053407764425700 |
| 2005-12-01 | 8.3973679507733800 |
| 2006-01-01 | 8.3147840398064010 |
| 2006-02-01 | 8.4560451618171500 |
| 2006-03-01 | 8.5790635990271600 |
| 2006-04-01 | 8.5713193905273900 |
| 2006-05-01 | 8.6172377512588100 |
| 2006-06-01 | 8.6189824825728400 |
| 2006-07-01 | 8.8667327288345700 |
| 2006-08-01 | 8.8075502621898010 |
| 2006-09-01 | 8.9385425110078390 |
| 2006-10-01 | 9.0173001780002100 |
| 2006-11-01 | 9.0840561308550200 |
| 2006-12-01 | 9.0649338603229400 |
| 2007-01-01 | 9.1503137278106090 |
| 2007-02-01 | 9.1830931726042500 |
| 2007-03-01 | 9.1906928976247300 |
| 2007-04-01 | 9.4718721847818900 |
| 2007-05-01 | 9.7153080232708500 |
| 2007-06-01 | 9.6341759831845390 |
| 2007-07-01 | 9.5723011288853400 |
| 2007-08-01 | 9.5896262948364300 |
| 2007-09-01 | 9.6632440015187900 |
| 2007-10-01 | 9.6761014142566800 |
| 2007-11-01 | 9.8437784744269000 |
| 2007-12-01 | 9.7437248996359000 |
| 2008-01-01 | 9.3669228149661900 |
| 2008-02-01 | 9.5091693453518910 |
| 2008-03-01 | 9.5190822926816790 |
| 2008-04-01 | 9.3820448354807700 |
| 2008-05-01 | 9.4022124743046320 |
| 2008-06-01 | 9.3352172190166100 |
| 2008-07-01 | 9.2881888151078400 |
| 2008-08-01 | 9.2829569166897200 |
| 2008-09-01 | 9.0649433610513910 |
| 2008-10-01 | 9.7502356546177200 |
| 2008-11-01 | 9.7188685973501410 |
| 2008-12-01 | 9.7499338700993010 |
| 2009-01-01 | 9.5713948810821080 |
| 2009-02-01 | 9.5227180106298590 |
| 2009-03-01 | 9.3435714285481600 |
| 2009-04-01 | 9.2694722089735200 |
| 2009-05-01 | 9.2823061788480810 |
| 2009-06-01 | 9.2285348301749900 |
| 2009-07-01 | 9.2110414900478920 |
| 2009-08-01 | 9.1914850661281900 |
| 2009-09-01 | 9.1632163562846600 |
| 2009-10-01 | 9.2581378335249200 |
| 2009-11-01 | 9.3086702719634500 |
| 2009-12-01 | 9.1729969464408490 |
| 2010-01-01 | 9.9699270626939600 |
| 2010-02-01 | 9.9162311062402700 |
| 2010-03-01 | 9.9658762955459700 |
| 2010-04-01 | 10.0413804384750000 |
| 2010-05-01 | 10.0609811225008000 |
| 2010-06-01 | 10.1207666367609000 |
| 2010-07-01 | 10.2374831227183000 |
| 2010-08-01 | 10.4139655478056010 |
| 2010-09-01 | 10.3476444749430990 |
| 2010-10-01 | 10.6391896804400000 |
| 2010-11-01 | 10.2953673919736990 |
| 2010-12-01 | 10.4927909576165000 |
| 2011-01-01 | 10.6836638930747000 |
| 2011-02-01 | 10.8263128672604020 |
| 2011-03-01 | 10.9860306740260000 |
| 2011-04-01 | 10.8110076822264000 |
| 2011-05-01 | 10.7340884714765000 |
| 2011-06-01 | 10.4176103539848000 |
| 2011-07-01 | 10.7397217718977000 |
| 2011-08-01 | 10.7368604891709010 |
| 2011-09-01 | 10.9170528174910000 |
| 2011-10-01 | 10.8444270909672990 |
| 2011-11-01 | 10.8957375845889000 |
| 2011-12-01 | 10.9092854701041980 |
| 2012-01-01 | 10.9947818517938990 |
| 2012-02-01 | 10.9219876157860000 |
| 2012-03-01 | 11.4123020896331000 |
| 2012-04-01 | 11.4031323764359000 |
| 2012-05-01 | 11.3178717496760020 |
| 2012-06-01 | 11.4166271342424980 |
| 2012-07-01 | 11.1205703527586980 |
| 2012-08-01 | 11.1575782776815020 |
| 2012-09-01 | 11.1706192355345980 |
| 2012-10-01 | 11.3440963424168990 |
| 2012-11-01 | 11.4843126023874990 |
| 2012-12-01 | 11.5978661667682000 |
| 2013-01-01 | 11.8338267242911000 |
| 2013-02-01 | 12.0599638193245010 |
| 2013-03-01 | 12.1565474211870000 |
| 2013-04-01 | 12.1077941387715010 |
| 2013-05-01 | 12.2059735154774000 |
| 2013-06-01 | 12.3135151611308000 |
| 2013-07-01 | 12.3833854395714000 |
| 2013-08-01 | 12.4594647140028000 |
| 2013-09-01 | 12.7279603802325990 |
| 2013-10-01 | 12.6425854935914010 |
| 2013-11-01 | 12.6503705238097000 |
| 2013-12-01 | 12.7598063238365000 |
| 2014-01-01 | 12.7811349450679000 |
| 2014-02-01 | 12.7952494344836000 |
| 2014-03-01 | 12.9114438150140000 |
| 2014-04-01 | 13.0412203662151980 |
| 2014-05-01 | 13.2119487076251990 |
| 2014-06-01 | 13.1128964288033010 |
| 2014-07-01 | 13.3228148232329020 |
| 2014-08-01 | 13.2405182892239000 |
| 2014-09-01 | 13.1937476794773010 |
| 2014-10-01 | 13.1591140976334000 |
| 2014-11-01 | 13.0087280493766000 |
| 2014-12-01 | 13.1155654563873000 |
| 2015-01-01 | 13.1224745624640990 |
| 2015-02-01 | 13.1365731931729000 |
| 2015-03-01 | 12.9420433436910990 |
| 2015-04-01 | 12.9794746445061000 |
| 2015-05-01 | 12.9364526827818020 |
| 2015-06-01 | 13.2227627110493020 |
| 2015-07-01 | 13.3730174584361000 |
| 2015-08-01 | 13.7881215919683000 |
| 2015-09-01 | 13.3820965592069000 |
| 2015-10-01 | 13.6844065140878000 |
| 2015-11-01 | 13.7674102636659000 |
| 2015-12-01 | 14.0782470347873000 |
| 2016-01-01 | 13.6550366722425980 |
| 2016-02-01 | 13.5647765690416000 |
| 2016-03-01 | 13.5679587523554020 |
| 2016-04-01 | 14.1949668504896990 |
| 2016-05-01 | 14.1595733861948000 |
| 2016-06-01 | 14.3334766669763990 |
| 2016-07-01 | 14.3302474922648000 |
| 2016-08-01 | 14.4301309780746990 |
| 2016-09-01 | 14.6892919245491010 |
| 2016-10-01 | 14.5043340437079000 |
| 2016-11-01 | 14.6253803553006990 |
| 2016-12-01 | 14.7647861883278000 |
| 2017-01-01 | 14.2757964737948000 |
| 2017-02-01 | 13.9839318235358000 |
| 2017-03-01 | 13.9642254475705000 |
| 2017-04-01 | 13.7990803789217990 |
| 2017-05-01 | 13.8932131784709000 |
| 2017-06-01 | 13.8385518672760990 |
| 2017-07-01 | 13.8318240256443000 |
| 2017-08-01 | 13.5776050120081990 |
| 2017-09-01 | 13.5410422252683030 |
| 2017-10-01 | 13.4256623992518020 |
| 2017-11-01 | 13.5405581172823000 |
| 2017-12-01 | 13.6770332643346000 |
| 2018-01-01 | 13.7386980705718020 |
| 2018-02-01 | 13.9842522614650000 |
| 2018-03-01 | 13.9363923213613020 |
| 2018-04-01 | 13.7052584828929000 |
| 2018-05-01 | 13.5176532953675980 |
| 2018-06-01 | 13.3385639526770000 |
| 2018-07-01 | 13.2383516489243000 |
| 2018-08-01 | 13.3415775926483010 |
| 2018-09-01 | 13.4101848299134000 |
| 2018-10-01 | 13.0192700047149010 |
| 2018-11-01 | 12.9640960856453020 |
| 2018-12-01 | 12.8956701664395000 |
| 2019-01-01 | 12.7771444678190990 |
| 2019-02-01 | 12.7404632660291990 |
| 2019-03-01 | 12.7825687027325990 |
| 2019-04-01 | 13.0255682808045010 |
| 2019-05-01 | 12.9404297657400000 |
| 2019-06-01 | 13.1490144175344990 |
| 2019-07-01 | 12.7505761461388990 |
| 2019-08-01 | 12.7143016866872000 |
| 2019-09-01 | 12.6660348088449000 |
| 2019-10-01 | 12.6968614709734990 |
| 2019-11-01 | 12.6817808403856990 |
| 2019-12-01 | 12.5186799009275000 |
| 2020-01-01 | 12.6376193889373010 |
| 2020-02-01 | 12.6229192432234000 |
| 2020-03-01 | 12.5610948155505980 |
| 2020-04-01 | 11.5534619340478010 |
| 2020-05-01 | 11.6479684813143990 |
| 2020-06-01 | 11.9367716195845010 |
| 2020-07-01 | 12.2547586460489980 |
| 2020-08-01 | 12.5054698896898000 |
| 2020-09-01 | 12.5179388022469000 |
| 2020-10-01 | 12.7600392980908000 |
| 2020-11-01 | 12.7825635535614000 |
| 2020-12-01 | 13.1483741285394000 |
| 2021-01-01 | 13.4268133608954000 |
| 2021-02-01 | 13.2113197438404980 |
| 2021-03-01 | 13.3501326403103010 |
| 2021-04-01 | 13.3830305751566990 |
| 2021-05-01 | 13.3683857393448020 |
| 2021-06-01 | 13.0240975534355000 |
| 2021-07-01 | 13.2396286060920000 |
| 2021-08-01 | 13.1942286185711000 |
| 2021-09-01 | 13.1371976510691000 |
| 2021-10-01 | 13.4301264272565000 |
| 2021-11-01 | 13.3739967849270020 |
| 2021-12-01 | 13.4739679362088010 |
| 2022-01-01 | 13.5233654343475980 |
| 2022-02-01 | 13.7159355957659000 |
| 2022-03-01 | 13.4396778843020980 |
| 2022-04-01 | 13.3071264775778020 |
| 2022-05-01 | 13.3616431644559000 |
| 2022-06-01 | 13.2990251220857000 |
| 2022-07-01 | 13.1326290646346990 |
| 2022-08-01 | 13.3138285809279980 |
| 2022-09-01 | 13.6364280515224010 |
| 2022-10-01 | 13.2254967248636980 |
| 2022-11-01 | 13.3803851348166990 |
| 2022-12-01 | 13.0974394349201990 |
| 2023-01-01 | 13.2220618459779000 |
| 2023-02-01 | 13.2991764909923000 |
| 2023-03-01 | 13.0196857958946990 |
| 2023-04-01 | 13.6292103886396010 |
| 2023-05-01 | 13.4528545290415000 |
| 2023-06-01 | 13.6840177376365000 |
| 2023-07-01 | 13.7259939969374990 |
| 2023-08-01 | 13.7246876562622000 |
| 2023-09-01 | 13.7021975020275000 |
| 2023-10-01 | 13.7271848967328000 |
| 2023-11-01 | 13.6771902820916000 |
| 2023-12-01 | 13.7168646038871000 |
| 2024-01-01 | 13.7470634753086000 |
| 2024-02-01 | 13.8075696858846000 |
| 2024-03-01 | 13.9269089573299000 |
| 2024-04-01 | 13.7246116123674980 |
| 2024-05-01 | 13.8422370681363010 |
| 2024-06-01 | 13.7700896814099000 |
| 2024-07-01 | 13.7288883920666990 |
| 2024-08-01 | 13.6422312213626980 |
| 2024-09-01 | 13.7731997237791980 |
