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 2024-08-01 |
| Last Updated | 2024-09-21 6:37 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 | 8.4521943448124510 |
| 1990-02-01 | 8.3431014118680300 |
| 1990-03-01 | 8.1564548949133800 |
| 1990-04-01 | 7.9519320967485890 |
| 1990-05-01 | 7.6598511433113210 |
| 1990-06-01 | 7.5863950148578800 |
| 1990-07-01 | 7.5693296191278900 |
| 1990-08-01 | 7.5062283391448300 |
| 1990-09-01 | 7.5652929402773100 |
| 1990-10-01 | 7.7192219494890795 |
| 1990-11-01 | 7.7964736905743010 |
| 1990-12-01 | 7.7600620474594100 |
| 1991-01-01 | 7.7340561084186790 |
| 1991-02-01 | 7.6113170661797090 |
| 1991-03-01 | 7.6384904940532300 |
| 1991-04-01 | 7.7566219884570990 |
| 1991-05-01 | 7.7593199311997900 |
| 1991-06-01 | 7.7711039408572000 |
| 1991-07-01 | 7.7854141298424510 |
| 1991-08-01 | 7.7144227538066400 |
| 1991-09-01 | 7.8668897259208200 |
| 1991-10-01 | 7.5153758120862010 |
| 1991-11-01 | 7.3860852742094500 |
| 1991-12-01 | 7.3417807247823610 |
| 1992-01-01 | 7.3229194242964600 |
| 1992-02-01 | 7.1788156486615100 |
| 1992-03-01 | 7.1279613540586610 |
| 1992-04-01 | 7.1672651937419610 |
| 1992-05-01 | 7.1605665099053800 |
| 1992-06-01 | 7.0911776194924805 |
| 1992-07-01 | 7.2288535222269810 |
| 1992-08-01 | 7.2334870762922600 |
| 1992-09-01 | 7.1878842452289200 |
| 1992-10-01 | 7.1092109682709590 |
| 1992-11-01 | 7.0749058107307600 |
| 1992-12-01 | 7.1156179896438205 |
| 1993-01-01 | 7.1153060826445490 |
| 1993-02-01 | 7.2537814913692800 |
| 1993-03-01 | 7.4309031420493605 |
| 1993-04-01 | 7.2712313518076910 |
| 1993-05-01 | 7.4678874407462600 |
| 1993-06-01 | 7.4921125322819995 |
| 1993-07-01 | 7.3513036017739010 |
| 1993-08-01 | 7.4340859835113300 |
| 1993-09-01 | 7.7813618944720995 |
| 1993-10-01 | 7.5111772907238000 |
| 1993-11-01 | 7.5719624148320000 |
| 1993-12-01 | 7.4845257440295400 |
| 1994-01-01 | 7.6438916464487690 |
| 1994-02-01 | 7.6364833375374700 |
| 1994-03-01 | 7.7433622096899300 |
| 1994-04-01 | 7.6664043001181300 |
| 1994-05-01 | 7.5712398642703000 |
| 1994-06-01 | 7.7064875347329900 |
| 1994-07-01 | 7.4780694342998490 |
| 1994-08-01 | 7.4411750017648800 |
| 1994-09-01 | 7.4780753866994500 |
| 1994-10-01 | 7.9038244263824900 |
| 1994-11-01 | 7.6672005723688490 |
| 1994-12-01 | 7.7573510336472500 |
| 1995-01-01 | 7.7639395523678490 |
| 1995-02-01 | 7.8198620563705300 |
| 1995-03-01 | 7.6497027893931500 |
| 1995-04-01 | 7.6495276202279010 |
| 1995-05-01 | 7.6861651793237900 |
| 1995-06-01 | 7.6251526873177600 |
| 1995-07-01 | 7.8937609098975900 |
| 1995-08-01 | 8.0434878277426100 |
| 1995-09-01 | 7.8664566114633390 |
| 1995-10-01 | 8.1826444436500600 |
| 1995-11-01 | 8.3751502747223300 |
| 1995-12-01 | 8.4378387253568800 |
| 1996-01-01 | 8.4030346224083600 |
| 1996-02-01 | 8.1144283397790900 |
| 1996-03-01 | 8.3552336465011710 |
| 1996-04-01 | 8.5132709133237510 |
| 1996-05-01 | 8.5960236567990900 |
| 1996-06-01 | 8.4296743498504900 |
| 1996-07-01 | 8.9892958361409500 |
| 1996-08-01 | 8.8494068829316400 |
| 1996-09-01 | 8.9521885853407890 |
| 1996-10-01 | 8.6639725984011500 |
| 1996-11-01 | 8.5780558439227900 |
| 1996-12-01 | 8.6278008886254300 |
| 1997-01-01 | 8.3007122615514900 |
| 1997-02-01 | 8.4248101204349400 |
| 1997-03-01 | 8.4459633420867690 |
| 1997-04-01 | 8.6828021516993400 |
| 1997-05-01 | 8.7025199793806600 |
| 1997-06-01 | 8.6435869351842400 |
| 1997-07-01 | 8.6015027087809200 |
| 1997-08-01 | 8.6703001433918610 |
| 1997-09-01 | 8.8614717103440700 |
| 1997-10-01 | 8.8436372883674200 |
| 1997-11-01 | 8.7826466193214810 |
| 1997-12-01 | 8.8315097147557000 |
| 1998-01-01 | 8.9143973729959400 |
| 1998-02-01 | 9.1552399381199600 |
| 1998-03-01 | 9.2325549139704710 |
| 1998-04-01 | 9.1402864383087400 |
| 1998-05-01 | 9.1892169920812500 |
| 1998-06-01 | 9.3480315830463210 |
| 1998-07-01 | 9.3211755381728200 |
| 1998-08-01 | 9.3956298678418000 |
| 1998-09-01 | 9.1712326902964810 |
| 1998-10-01 | 9.5170567960645390 |
| 1998-11-01 | 9.4706298580578000 |
| 1998-12-01 | 9.5445904521890100 |
| 1999-01-01 | 9.7215940315360300 |
| 1999-02-01 | 9.7801535702128000 |
| 1999-03-01 | 9.9110644842968010 |
| 1999-04-01 | 9.8061644277286000 |
| 1999-05-01 | 9.6899007705234620 |
| 1999-06-01 | 9.7562389262473000 |
| 1999-07-01 | 9.8524592324365390 |
| 1999-08-01 | 9.6200145480792200 |
| 1999-09-01 | 9.6975139395720700 |
| 1999-10-01 | 9.6859049697797310 |
| 1999-11-01 | 9.9382582849846790 |
| 1999-12-01 | 10.0484381294533000 |
| 2000-01-01 | 10.0915022558321000 |
| 2000-02-01 | 9.9933433935925500 |
| 2000-03-01 | 10.1061406818321000 |
| 2000-04-01 | 10.0917659904574000 |
| 2000-05-01 | 10.2911008741437000 |
| 2000-06-01 | 10.2820108571066000 |
| 2000-07-01 | 10.2668260573854990 |
| 2000-08-01 | 10.5419027097836000 |
| 2000-09-01 | 10.5281996714554000 |
| 2000-10-01 | 10.8651438132909010 |
| 2000-11-01 | 10.5998582794051000 |
| 2000-12-01 | 10.5447758236580000 |
| 2001-01-01 | 10.6501275216389000 |
| 2001-02-01 | 10.5902971188639010 |
| 2001-03-01 | 10.6156498195909000 |
| 2001-04-01 | 10.9796409285231000 |
| 2001-05-01 | 11.0017909674556000 |
| 2001-06-01 | 10.9130017899757000 |
| 2001-07-01 | 10.7749353332631000 |
| 2001-08-01 | 10.7566398166389020 |
| 2001-09-01 | 10.8466329702068020 |
| 2001-10-01 | 10.8688104116619990 |
| 2001-11-01 | 10.6772802557516990 |
| 2001-12-01 | 10.5424144692695000 |
| 2002-01-01 | 10.1835907783027000 |
| 2002-02-01 | 10.2582330490721000 |
| 2002-03-01 | 10.1312133202632000 |
| 2002-04-01 | 10.0007349714809000 |
| 2002-05-01 | 9.8030463619852490 |
| 2002-06-01 | 9.6509123058594200 |
| 2002-07-01 | 9.9798939200304000 |
| 2002-08-01 | 10.0807108861337000 |
| 2002-09-01 | 9.8612784833479200 |
| 2002-10-01 | 9.8735317664306900 |
| 2002-11-01 | 9.8878213765958910 |
| 2002-12-01 | 9.9419206675250600 |
| 2003-01-01 | 9.5441318131826610 |
| 2003-02-01 | 9.1946140204449610 |
| 2003-03-01 | 9.1167588782765100 |
| 2003-04-01 | 8.9279140064643200 |
| 2003-05-01 | 9.0171007774807600 |
| 2003-06-01 | 8.8806589836143300 |
| 2003-07-01 | 8.8749341523094600 |
| 2003-08-01 | 8.6935576994345800 |
| 2003-09-01 | 8.6809138522495000 |
| 2003-10-01 | 8.5775727146653490 |
| 2003-11-01 | 8.3999998048660310 |
| 2003-12-01 | 8.5360584267000910 |
| 2004-01-01 | 8.8167822867900200 |
| 2004-02-01 | 8.8621954606217110 |
| 2004-03-01 | 8.9959873860753810 |
| 2004-04-01 | 8.7418966851999300 |
| 2004-05-01 | 8.2215386999230500 |
| 2004-06-01 | 8.3969747228223890 |
| 2004-07-01 | 7.9644494525142400 |
| 2004-08-01 | 8.0084910925423100 |
| 2004-09-01 | 8.0996185457460200 |
| 2004-10-01 | 7.8722648188515810 |
| 2004-11-01 | 8.0123096966485900 |
| 2004-12-01 | 8.0225612617137010 |
| 2005-01-01 | 8.1055563357018200 |
| 2005-02-01 | 8.1442864151659000 |
| 2005-03-01 | 8.0772377175318600 |
| 2005-04-01 | 8.0637775368542300 |
| 2005-05-01 | 8.1235276970489900 |
| 2005-06-01 | 8.2111381201796000 |
| 2005-07-01 | 8.2610020360392210 |
| 2005-08-01 | 8.4130393029070590 |
| 2005-09-01 | 8.3165466771043100 |
| 2005-10-01 | 8.4573084878689200 |
| 2005-11-01 | 8.3053367485652900 |
| 2005-12-01 | 8.3973651255798300 |
| 2006-01-01 | 8.3147826008090900 |
| 2006-02-01 | 8.4560434990084200 |
| 2006-03-01 | 8.5790622111426100 |
| 2006-04-01 | 8.5713196495088690 |
| 2006-05-01 | 8.6172391406868700 |
| 2006-06-01 | 8.6189857843665810 |
| 2006-07-01 | 8.8667383974870280 |
| 2006-08-01 | 8.8075560665691100 |
| 2006-09-01 | 8.9385493852588200 |
| 2006-10-01 | 9.0172920700677790 |
| 2006-11-01 | 9.0840478143872310 |
| 2006-12-01 | 9.0649282805574900 |
| 2007-01-01 | 9.1503115708696610 |
| 2007-02-01 | 9.1830910655835400 |
| 2007-03-01 | 9.1906916674616200 |
| 2007-04-01 | 9.4718733247140290 |
| 2007-05-01 | 9.7153110737737600 |
| 2007-06-01 | 9.6341817169773400 |
| 2007-07-01 | 9.5723093852328490 |
| 2007-08-01 | 9.5896361823261100 |
| 2007-09-01 | 9.6632560423408800 |
| 2007-10-01 | 9.6760836238501300 |
| 2007-11-01 | 9.8437642578778700 |
| 2007-12-01 | 9.7437175893859890 |
| 2008-01-01 | 9.3669207185559390 |
| 2008-02-01 | 9.5091678324912500 |
| 2008-03-01 | 9.5190824350745600 |
| 2008-04-01 | 9.3820475087698200 |
| 2008-05-01 | 9.4022169769773590 |
| 2008-06-01 | 9.3352246771756500 |
| 2008-07-01 | 9.2881977702722890 |
| 2008-08-01 | 9.2829676752080790 |
| 2008-09-01 | 9.0649554274480900 |
| 2008-10-01 | 9.7502119255737500 |
| 2008-11-01 | 9.7188511867844480 |
| 2008-12-01 | 9.7499260134259720 |
| 2009-01-01 | 9.5713927079090400 |
| 2009-02-01 | 9.5227182162232200 |
| 2009-03-01 | 9.3435727403694500 |
| 2009-04-01 | 9.2694778126028900 |
| 2009-05-01 | 9.2823099591799810 |
| 2009-06-01 | 9.2285438973811080 |
| 2009-07-01 | 9.2110511210271000 |
| 2009-08-01 | 9.1914949652311420 |
| 2009-09-01 | 9.1632282817505400 |
| 2009-10-01 | 9.2581097636137500 |
| 2009-11-01 | 9.3086520562819300 |
| 2009-12-01 | 9.1729906643505520 |
| 2010-01-01 | 9.9699254899786600 |
| 2010-02-01 | 9.9162341788835620 |
| 2010-03-01 | 9.9658799828975600 |
| 2010-04-01 | 10.0413903546086000 |
| 2010-05-01 | 10.0609842987738020 |
| 2010-06-01 | 10.1207771877303010 |
| 2010-07-01 | 10.2374918229589010 |
| 2010-08-01 | 10.4139708741145980 |
| 2010-09-01 | 10.3476505001376000 |
| 2010-10-01 | 10.6391585026458000 |
| 2010-11-01 | 10.2953490863370000 |
| 2010-12-01 | 10.4927863941009000 |
| 2011-01-01 | 10.6836651116308000 |
| 2011-02-01 | 10.8263215796030000 |
| 2011-03-01 | 10.9860386522001980 |
| 2011-04-01 | 10.8110230682439000 |
| 2011-05-01 | 10.7340903702578010 |
| 2011-06-01 | 10.4176196788899010 |
| 2011-07-01 | 10.7397257737992000 |
| 2011-08-01 | 10.7368561653495980 |
| 2011-09-01 | 10.9170473436173000 |
| 2011-10-01 | 10.8443930007964990 |
| 2011-11-01 | 10.8957201313973000 |
| 2011-12-01 | 10.9092870319164990 |
| 2012-01-01 | 10.9947917618966000 |
| 2012-02-01 | 10.9220089035983020 |
| 2012-03-01 | 11.4123220227850000 |
| 2012-04-01 | 11.4031682427676980 |
| 2012-05-01 | 11.3178284235609000 |
| 2012-06-01 | 11.4166542353089000 |
| 2012-07-01 | 11.1205895508030980 |
| 2012-08-01 | 11.1575706281941000 |
| 2012-09-01 | 11.1705361862058990 |
| 2012-10-01 | 11.3440767146858000 |
| 2012-11-01 | 11.4843031058008000 |
| 2012-12-01 | 11.5978608504134000 |
| 2013-01-01 | 11.8338372817840000 |
| 2013-02-01 | 12.0600505686344000 |
| 2013-03-01 | 12.1566068010829990 |
| 2013-04-01 | 12.1078386590595990 |
| 2013-05-01 | 12.2058676739471980 |
| 2013-06-01 | 12.3135551912278000 |
| 2013-07-01 | 12.3834184255768010 |
| 2013-08-01 | 12.4594498814838000 |
| 2013-09-01 | 12.7277788419665000 |
| 2013-10-01 | 12.6425747340676000 |
| 2013-11-01 | 12.6503675081226000 |
| 2013-12-01 | 12.7597771775271980 |
| 2014-01-01 | 12.7811555813035010 |
| 2014-02-01 | 12.7954190468048000 |
| 2014-03-01 | 12.9115591315501000 |
| 2014-04-01 | 13.0412805185941970 |
| 2014-05-01 | 13.2117763056349990 |
| 2014-06-01 | 13.1129501398551000 |
| 2014-07-01 | 13.3228627514016990 |
| 2014-08-01 | 13.2404971869680000 |
| 2014-09-01 | 13.1934669028224000 |
| 2014-10-01 | 13.1591076994426980 |
| 2014-11-01 | 13.0087147625082000 |
| 2014-12-01 | 13.1154774242058010 |
| 2015-01-01 | 13.1224570063649980 |
| 2015-02-01 | 13.1369348283769010 |
| 2015-03-01 | 12.9422527304457000 |
| 2015-04-01 | 12.9794894961310000 |
| 2015-05-01 | 12.9362563105850000 |
| 2015-06-01 | 13.2227962269672000 |
| 2015-07-01 | 13.3730544940160000 |
| 2015-08-01 | 13.7880973927404000 |
| 2015-09-01 | 13.3818038493520000 |
| 2015-10-01 | 13.6843910455148000 |
| 2015-11-01 | 13.7673740730011980 |
| 2015-12-01 | 14.0780914091295000 |
| 2016-01-01 | 13.6549648125034000 |
| 2016-02-01 | 13.5652610253341980 |
| 2016-03-01 | 13.5682186162058030 |
| 2016-04-01 | 14.1949785064638010 |
| 2016-05-01 | 14.1593127194613010 |
| 2016-06-01 | 14.3336117371194000 |
| 2016-07-01 | 14.3302770607735980 |
| 2016-08-01 | 14.4301217655227000 |
| 2016-09-01 | 14.6889881289831000 |
| 2016-10-01 | 14.5043283241697000 |
| 2016-11-01 | 14.6253132138666990 |
| 2016-12-01 | 14.7645424543004980 |
| 2017-01-01 | 14.2756012410954000 |
| 2017-02-01 | 13.9844746052286000 |
| 2017-03-01 | 13.9644755093983020 |
| 2017-04-01 | 13.7990443561658000 |
| 2017-05-01 | 13.8929659643598010 |
| 2017-06-01 | 13.8387705165548010 |
| 2017-07-01 | 13.8318543101047000 |
| 2017-08-01 | 13.5776621734503010 |
| 2017-09-01 | 13.5409288527795010 |
| 2017-10-01 | 13.4257594983453000 |
| 2017-11-01 | 13.5406095778986000 |
| 2017-12-01 | 13.6769131971841010 |
| 2018-01-01 | 13.7377735060660000 |
| 2018-02-01 | 13.9847116489598000 |
| 2018-03-01 | 13.9365275182501980 |
| 2018-04-01 | 13.7051624359148000 |
| 2018-05-01 | 13.5173671358170980 |
| 2018-06-01 | 13.3392477269187000 |
| 2018-07-01 | 13.2383518777494000 |
| 2018-08-01 | 13.3417024448661990 |
| 2018-09-01 | 13.4102906942688000 |
| 2018-10-01 | 13.0195289927869010 |
| 2018-11-01 | 12.9643286510840990 |
| 2018-12-01 | 12.8957653116764000 |
| 2019-01-01 | 12.7756867272662990 |
| 2019-02-01 | 12.7403024041728020 |
| 2019-03-01 | 12.7826056214691000 |
| 2019-04-01 | 13.0253276871788000 |
| 2019-05-01 | 12.9400309288701990 |
| 2019-06-01 | 13.1498995373155000 |
| 2019-07-01 | 12.7508761735871980 |
| 2019-08-01 | 12.7142822606009000 |
| 2019-09-01 | 12.6670284235171980 |
| 2019-10-01 | 12.6971935814856990 |
| 2019-11-01 | 12.6822090237583020 |
| 2019-12-01 | 12.5190529288136980 |
| 2020-01-01 | 12.6357384817619990 |
| 2020-02-01 | 12.6222319162350020 |
| 2020-03-01 | 12.5608980856984000 |
| 2020-04-01 | 11.5520637348908990 |
| 2020-05-01 | 11.6476671344583000 |
| 2020-06-01 | 11.9379837091451000 |
| 2020-07-01 | 12.2555165113601990 |
| 2020-08-01 | 12.5054417913020000 |
| 2020-09-01 | 12.5198523490081000 |
| 2020-10-01 | 12.7605158522811980 |
| 2020-11-01 | 12.7831826659905000 |
| 2020-12-01 | 13.1489738752104000 |
| 2021-01-01 | 13.4249666851267000 |
| 2021-02-01 | 13.2099434656442000 |
| 2021-03-01 | 13.3495518550627000 |
| 2021-04-01 | 13.3798604975776010 |
| 2021-05-01 | 13.3680614970271000 |
| 2021-06-01 | 13.0253093474234000 |
| 2021-07-01 | 13.2409260843806980 |
| 2021-08-01 | 13.1940544020376000 |
| 2021-09-01 | 13.1405989101499010 |
| 2021-10-01 | 13.4309350233030980 |
| 2021-11-01 | 13.3748862879990000 |
| 2021-12-01 | 13.4747540691831000 |
| 2022-01-01 | 13.5216300532155990 |
| 2022-02-01 | 13.7145056807798000 |
| 2022-03-01 | 13.4386408022417000 |
| 2022-04-01 | 13.3021093096324010 |
| 2022-05-01 | 13.3609588482570000 |
| 2022-06-01 | 13.2993083057816990 |
| 2022-07-01 | 13.1322725164483000 |
| 2022-08-01 | 13.3107710989583020 |
| 2022-09-01 | 13.6503144166432000 |
| 2022-10-01 | 13.2262150575984000 |
| 2022-11-01 | 13.3810137324250980 |
| 2022-12-01 | 13.0977881670333000 |
| 2023-01-01 | 13.2205144156367000 |
| 2023-02-01 | 13.2969293035278000 |
| 2023-03-01 | 13.0178532019143010 |
| 2023-04-01 | 13.6228109064758020 |
| 2023-05-01 | 13.4513095888981980 |
| 2023-06-01 | 13.6822527401130980 |
| 2023-07-01 | 13.7231923298193000 |
| 2023-08-01 | 13.7173886279829010 |
| 2023-09-01 | 13.7313507223413020 |
| 2023-10-01 | 13.7274052650245000 |
| 2023-11-01 | 13.6771393038810980 |
| 2023-12-01 | 13.7163710516144020 |
| 2024-01-01 | 13.7452354658536980 |
| 2024-02-01 | 13.8044910251958020 |
| 2024-03-01 | 13.9238568119320010 |
| 2024-04-01 | 13.7166157696120000 |
| 2024-05-01 | 13.8398062428946000 |
| 2024-06-01 | 13.7662898184660010 |
| 2024-07-01 | 13.7229817938165000 |
| 2024-08-01 | 13.6303495749868020 |
