Table Data - All Employees: Professional and Business Services in Lakeland-Winter Haven, FL (MSA)
| Title | All Employees: Professional and Business Services in Lakeland-Winter Haven, FL (MSA) |
|---|---|
| Series ID | LAKE412PBSV |
| 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 2025-08-01 |
| Last Updated | 2025-09-20 6:22 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 | 5.0691565737032600 |
| 1990-02-01 | 5.2455915461452900 |
| 1990-03-01 | 5.1887759416283200 |
| 1990-04-01 | 5.2790957153512800 |
| 1990-05-01 | 5.4510088378484400 |
| 1990-06-01 | 5.5391114017310590 |
| 1990-07-01 | 5.3061603728324200 |
| 1990-08-01 | 5.3280737170240900 |
| 1990-09-01 | 5.2180991229428090 |
| 1990-10-01 | 5.3900104238095405 |
| 1990-11-01 | 5.1889903817002410 |
| 1990-12-01 | 5.1009235100765400 |
| 1991-01-01 | 4.9559220870100400 |
| 1991-02-01 | 4.9349058115038600 |
| 1991-03-01 | 5.2042672547317400 |
| 1991-04-01 | 5.1808760563666800 |
| 1991-05-01 | 5.2660149481200590 |
| 1991-06-01 | 5.3639773890477000 |
| 1991-07-01 | 5.6992355921496610 |
| 1991-08-01 | 5.4014497618933800 |
| 1991-09-01 | 5.5736829702926505 |
| 1991-10-01 | 5.8168769763168200 |
| 1991-11-01 | 5.8908004926267600 |
| 1991-12-01 | 5.9859720438848090 |
| 1992-01-01 | 5.9607922057557910 |
| 1992-02-01 | 5.9462473424622200 |
| 1992-03-01 | 6.1355505994780100 |
| 1992-04-01 | 6.1725175438892000 |
| 1992-05-01 | 6.4781015074955400 |
| 1992-06-01 | 6.3931242394242590 |
| 1992-07-01 | 6.2928434812310800 |
| 1992-08-01 | 6.2604672583030800 |
| 1992-09-01 | 6.1954782072450100 |
| 1992-10-01 | 6.4476440273590900 |
| 1992-11-01 | 6.4989012056619500 |
| 1992-12-01 | 6.6548286211964200 |
| 1993-01-01 | 7.1886501547969010 |
| 1993-02-01 | 7.2926671068918390 |
| 1993-03-01 | 7.1861788500386300 |
| 1993-04-01 | 7.2678527514418500 |
| 1993-05-01 | 6.7780405204101200 |
| 1993-06-01 | 6.4081072413756400 |
| 1993-07-01 | 6.8695591548155495 |
| 1993-08-01 | 7.3871560329768700 |
| 1993-09-01 | 7.5202521855699800 |
| 1993-10-01 | 7.2737304613255800 |
| 1993-11-01 | 7.9265087883229510 |
| 1993-12-01 | 7.8217615668563300 |
| 1994-01-01 | 8.4330935761872610 |
| 1994-02-01 | 8.3583765936423000 |
| 1994-03-01 | 8.2551646635687600 |
| 1994-04-01 | 8.1464483588382500 |
| 1994-05-01 | 8.4750709119582590 |
| 1994-06-01 | 8.5002855697528100 |
| 1994-07-01 | 9.1391507894845700 |
| 1994-08-01 | 8.9916175711058000 |
| 1994-09-01 | 9.1692416740160510 |
| 1994-10-01 | 8.7069402835764500 |
| 1994-11-01 | 8.6473850075242690 |
| 1994-12-01 | 8.8029717331067780 |
| 1995-01-01 | 8.4822233305424000 |
| 1995-02-01 | 8.7339888706665700 |
| 1995-03-01 | 8.9076627172746980 |
| 1995-04-01 | 9.2458873328798400 |
| 1995-05-01 | 9.3590062417832300 |
| 1995-06-01 | 9.2643071845692000 |
| 1995-07-01 | 8.8839837054767400 |
| 1995-08-01 | 8.9972056422128300 |
| 1995-09-01 | 9.4650551641123900 |
| 1995-10-01 | 9.7337195541739300 |
| 1995-11-01 | 9.6976088230942320 |
| 1995-12-01 | 9.8803669364633900 |
| 1996-01-01 | 9.3465724085983900 |
| 1996-02-01 | 9.4889132004820700 |
| 1996-03-01 | 9.8316229691513910 |
| 1996-04-01 | 9.9259524161292000 |
| 1996-05-01 | 9.8453259228059710 |
| 1996-06-01 | 10.0014748043930000 |
| 1996-07-01 | 10.1315161299294000 |
| 1996-08-01 | 10.2640964523660010 |
| 1996-09-01 | 10.0014282442311000 |
| 1996-10-01 | 10.1346613971747000 |
| 1996-11-01 | 10.1511921447259000 |
| 1996-12-01 | 10.1649602750771000 |
| 1997-01-01 | 10.2863668842719010 |
| 1997-02-01 | 10.3365449767316000 |
| 1997-03-01 | 10.2169733940181000 |
| 1997-04-01 | 10.5084247353425990 |
| 1997-05-01 | 10.9271534539774020 |
| 1997-06-01 | 11.0400267065005000 |
| 1997-07-01 | 11.4920723039888000 |
| 1997-08-01 | 11.7731521730919000 |
| 1997-09-01 | 11.5475002057133000 |
| 1997-10-01 | 11.5287038925145000 |
| 1997-11-01 | 11.9059707265058990 |
| 1997-12-01 | 11.6676287484221980 |
| 1998-01-01 | 12.2010491466133000 |
| 1998-02-01 | 12.1354879218694000 |
| 1998-03-01 | 12.5969851251031000 |
| 1998-04-01 | 12.1897789308539010 |
| 1998-05-01 | 12.2200461243990990 |
| 1998-06-01 | 12.3908766371181000 |
| 1998-07-01 | 12.2786491603107000 |
| 1998-08-01 | 12.5295070879033990 |
| 1998-09-01 | 12.3740021424885020 |
| 1998-10-01 | 12.5098276949262000 |
| 1998-11-01 | 12.5041687892035980 |
| 1998-12-01 | 13.0879223635062000 |
| 1999-01-01 | 13.0034972818644000 |
| 1999-02-01 | 13.5324608229500000 |
| 1999-03-01 | 13.4714511378551980 |
| 1999-04-01 | 13.8102304141629000 |
| 1999-05-01 | 13.3971631561113000 |
| 1999-06-01 | 13.6605779626588000 |
| 1999-07-01 | 13.7879398702289000 |
| 1999-08-01 | 13.6101134123706980 |
| 1999-09-01 | 13.8539164957500010 |
| 1999-10-01 | 14.2952004644809010 |
| 1999-11-01 | 14.1806468328208020 |
| 1999-12-01 | 14.4713269271518020 |
| 2000-01-01 | 14.6155521844979000 |
| 2000-02-01 | 14.6323853466817000 |
| 2000-03-01 | 15.0729197264653010 |
| 2000-04-01 | 15.4325339634291010 |
| 2000-05-01 | 15.7634432934520010 |
| 2000-06-01 | 15.8430278711684000 |
| 2000-07-01 | 16.1435987500595000 |
| 2000-08-01 | 16.4998576135493020 |
| 2000-09-01 | 17.0107688416909000 |
| 2000-10-01 | 17.0710847426677000 |
| 2000-11-01 | 17.4341363797135000 |
| 2000-12-01 | 17.6062285556212000 |
| 2001-01-01 | 18.3243779624641970 |
| 2001-02-01 | 18.6809534674673000 |
| 2001-03-01 | 18.7710441171140020 |
| 2001-04-01 | 17.9509138344198000 |
| 2001-05-01 | 18.8146368417076030 |
| 2001-06-01 | 19.0486371457949000 |
| 2001-07-01 | 19.2282492472742000 |
| 2001-08-01 | 18.8645465838653000 |
| 2001-09-01 | 18.7761261093401000 |
| 2001-10-01 | 18.9935454783218000 |
| 2001-11-01 | 18.7606189090941020 |
| 2001-12-01 | 18.0082603405460000 |
| 2002-01-01 | 18.0402350295871000 |
| 2002-02-01 | 18.1031976012203000 |
| 2002-03-01 | 18.0686376267113000 |
| 2002-04-01 | 18.1668944698623030 |
| 2002-05-01 | 19.1780379465875000 |
| 2002-06-01 | 18.9644003655371980 |
| 2002-07-01 | 19.2232243692838980 |
| 2002-08-01 | 19.2947895575476020 |
| 2002-09-01 | 19.6758510472283000 |
| 2002-10-01 | 19.8423982536844000 |
| 2002-11-01 | 20.0696292907539000 |
| 2002-12-01 | 20.3912274084823000 |
| 2003-01-01 | 20.9994207088938000 |
| 2003-02-01 | 20.8157257998801980 |
| 2003-03-01 | 21.2145668322336000 |
| 2003-04-01 | 21.9889193928043000 |
| 2003-05-01 | 22.6486431493667000 |
| 2003-06-01 | 23.2520149770828000 |
| 2003-07-01 | 23.9365384979116020 |
| 2003-08-01 | 25.1116835298191030 |
| 2003-09-01 | 25.7827803559923970 |
| 2003-10-01 | 26.3263532256096000 |
| 2003-11-01 | 26.6857045622816040 |
| 2003-12-01 | 27.7823399410253000 |
| 2004-01-01 | 28.0983938647010980 |
| 2004-02-01 | 28.1934462169981000 |
| 2004-03-01 | 28.7282027572169000 |
| 2004-04-01 | 28.9929179880607000 |
| 2004-05-01 | 28.9463652732033020 |
| 2004-06-01 | 28.6079904770403000 |
| 2004-07-01 | 29.0439120568740000 |
| 2004-08-01 | 28.9254566442817000 |
| 2004-09-01 | 29.0014861453695000 |
| 2004-10-01 | 29.6031380765864000 |
| 2004-11-01 | 30.4370085778038000 |
| 2004-12-01 | 31.2916966173253000 |
| 2005-01-01 | 31.1198551212882000 |
| 2005-02-01 | 31.5656531771310000 |
| 2005-03-01 | 31.3977342189039000 |
| 2005-04-01 | 31.6005842584456000 |
| 2005-05-01 | 31.1514245662403000 |
| 2005-06-01 | 31.7508990506507020 |
| 2005-07-01 | 31.9159292410235020 |
| 2005-08-01 | 32.0687205501678960 |
| 2005-09-01 | 31.9049833926241000 |
| 2005-10-01 | 31.9696604330444000 |
| 2005-11-01 | 31.7987341629811000 |
| 2005-12-01 | 31.7669992592451000 |
| 2006-01-01 | 31.3223445028739960 |
| 2006-02-01 | 31.4212261162160000 |
| 2006-03-01 | 31.5814155365128000 |
| 2006-04-01 | 31.0016275806032000 |
| 2006-05-01 | 31.4597846046672030 |
| 2006-06-01 | 31.7063262096312000 |
| 2006-07-01 | 31.2378125335493000 |
| 2006-08-01 | 31.5265819274671020 |
| 2006-09-01 | 31.7160522870742980 |
| 2006-10-01 | 31.1892993561891030 |
| 2006-11-01 | 31.1868113911743020 |
| 2006-12-01 | 30.6693274357712970 |
| 2007-01-01 | 30.4927193188365000 |
| 2007-02-01 | 30.5919325048918000 |
| 2007-03-01 | 30.6815395608946030 |
| 2007-04-01 | 30.7101084602990000 |
| 2007-05-01 | 30.6709359115594000 |
| 2007-06-01 | 30.7849462313903000 |
| 2007-07-01 | 30.4311161532897000 |
| 2007-08-01 | 30.2979919973793020 |
| 2007-09-01 | 30.1092422943410000 |
| 2007-10-01 | 30.0663763230418000 |
| 2007-11-01 | 29.7870798988531000 |
| 2007-12-01 | 30.5003084282495040 |
| 2008-01-01 | 30.3941325015035030 |
| 2008-02-01 | 30.4955338891648000 |
| 2008-03-01 | 30.5511059541818000 |
| 2008-04-01 | 29.7814045065885000 |
| 2008-05-01 | 29.7702726423963960 |
| 2008-06-01 | 29.8101865979685030 |
| 2008-07-01 | 29.8076665659245030 |
| 2008-08-01 | 29.6546281255659000 |
| 2008-09-01 | 29.7312699623793970 |
| 2008-10-01 | 29.4187391662071040 |
| 2008-11-01 | 28.9976769108026030 |
| 2008-12-01 | 28.7016140624588020 |
| 2009-01-01 | 28.5449554952566020 |
| 2009-02-01 | 28.3138651045308000 |
| 2009-03-01 | 28.2615611382853020 |
| 2009-04-01 | 28.2361242597784000 |
| 2009-05-01 | 28.0824452800064000 |
| 2009-06-01 | 27.5887988166227000 |
| 2009-07-01 | 27.4596277531667000 |
| 2009-08-01 | 26.9980169308079000 |
| 2009-09-01 | 26.2858349022440000 |
| 2009-10-01 | 26.7554351435599000 |
| 2009-11-01 | 26.6852507867605020 |
| 2009-12-01 | 26.6965940606896980 |
| 2010-01-01 | 26.6627381674259000 |
| 2010-02-01 | 26.6315954021152000 |
| 2010-03-01 | 26.3221470767033000 |
| 2010-04-01 | 25.0723870274865000 |
| 2010-05-01 | 25.5842599449661950 |
| 2010-06-01 | 26.2047879775579000 |
| 2010-07-01 | 25.4044372875107000 |
| 2010-08-01 | 25.5115325864906030 |
| 2010-09-01 | 25.5831911719873000 |
| 2010-10-01 | 25.4907601510838970 |
| 2010-11-01 | 25.2676435630497000 |
| 2010-12-01 | 25.1570017447953980 |
| 2011-01-01 | 23.7793801072411030 |
| 2011-02-01 | 23.7462209402733000 |
| 2011-03-01 | 23.8867056275183960 |
| 2011-04-01 | 24.2331759544060000 |
| 2011-05-01 | 24.3901840486951000 |
| 2011-06-01 | 24.7183786279549980 |
| 2011-07-01 | 24.4644268815171000 |
| 2011-08-01 | 24.4905458324374000 |
| 2011-09-01 | 24.5772827883041000 |
| 2011-10-01 | 24.6382673309678030 |
| 2011-11-01 | 24.8447241688908000 |
| 2011-12-01 | 24.6107846222499000 |
| 2012-01-01 | 24.4993438786103970 |
| 2012-02-01 | 24.6645499605253030 |
| 2012-03-01 | 24.6650426037646000 |
| 2012-04-01 | 25.0087383847558970 |
| 2012-05-01 | 25.0984655194897000 |
| 2012-06-01 | 25.3078352801760000 |
| 2012-07-01 | 25.8354221469100000 |
| 2012-08-01 | 25.8346030468393980 |
| 2012-09-01 | 25.8609935272871960 |
| 2012-10-01 | 26.1174379030520000 |
| 2012-11-01 | 26.3113160595229020 |
| 2012-12-01 | 25.8568261778580000 |
| 2013-01-01 | 26.5512298381572000 |
| 2013-02-01 | 26.9718157131525000 |
| 2013-03-01 | 26.9365786575719960 |
| 2013-04-01 | 26.1203228705304000 |
| 2013-05-01 | 25.9091397849017000 |
| 2013-06-01 | 25.6838452449295000 |
| 2013-07-01 | 25.7141331596863980 |
| 2013-08-01 | 25.6527104452922000 |
| 2013-09-01 | 25.5916253531111000 |
| 2013-10-01 | 25.8125401249878000 |
| 2013-11-01 | 25.5813936238169000 |
| 2013-12-01 | 25.9293609254635000 |
| 2014-01-01 | 26.1122811277500020 |
| 2014-02-01 | 26.2813374735896020 |
| 2014-03-01 | 26.7058402797575000 |
| 2014-04-01 | 27.3614707429767000 |
| 2014-05-01 | 27.3260651413172000 |
| 2014-06-01 | 27.2266860007388020 |
| 2014-07-01 | 27.3081863109827000 |
| 2014-08-01 | 27.1645455460926000 |
| 2014-09-01 | 27.1724817679759000 |
| 2014-10-01 | 27.4045195162683970 |
| 2014-11-01 | 27.5464873211912000 |
| 2014-12-01 | 27.8191236978231020 |
| 2015-01-01 | 27.7963506357777000 |
| 2015-02-01 | 27.6018266980869000 |
| 2015-03-01 | 27.3705087668756020 |
| 2015-04-01 | 27.3259492366363000 |
| 2015-05-01 | 26.9589723534333000 |
| 2015-06-01 | 27.3382304638092000 |
| 2015-07-01 | 27.4100518082980000 |
| 2015-08-01 | 27.7916973212343020 |
| 2015-09-01 | 27.6074632566751000 |
| 2015-10-01 | 27.3916137817678980 |
| 2015-11-01 | 27.7952950084684000 |
| 2015-12-01 | 27.7096287302196020 |
| 2016-01-01 | 27.6924883953068030 |
| 2016-02-01 | 28.0291674140664000 |
| 2016-03-01 | 28.2260550899370000 |
| 2016-04-01 | 28.5118640344122000 |
| 2016-05-01 | 28.7231448767649980 |
| 2016-06-01 | 28.5307132510735000 |
| 2016-07-01 | 28.7156035513904000 |
| 2016-08-01 | 29.0446216102422000 |
| 2016-09-01 | 29.1223546966069970 |
| 2016-10-01 | 28.9567201359692000 |
| 2016-11-01 | 28.9229886519807000 |
| 2016-12-01 | 28.8955375059291980 |
| 2017-01-01 | 29.3117827685323000 |
| 2017-02-01 | 29.4456580380467980 |
| 2017-03-01 | 29.5819051187113000 |
| 2017-04-01 | 29.6994244838326970 |
| 2017-05-01 | 29.9842141154939980 |
| 2017-06-01 | 30.2312015124536050 |
| 2017-07-01 | 30.1208443876255000 |
| 2017-08-01 | 30.1413769707094020 |
| 2017-09-01 | 29.5492901259050000 |
| 2017-10-01 | 30.5871041345703030 |
| 2017-11-01 | 30.1511567746649970 |
| 2017-12-01 | 30.1925310703720000 |
| 2018-01-01 | 30.3212825508390000 |
| 2018-02-01 | 29.8316063812349000 |
| 2018-03-01 | 29.9121607337271020 |
| 2018-04-01 | 30.7876417849007000 |
| 2018-05-01 | 30.8451506257883030 |
| 2018-06-01 | 31.3403274233571000 |
| 2018-07-01 | 31.8468115060368970 |
| 2018-08-01 | 31.6723235804912000 |
| 2018-09-01 | 31.8915164488076000 |
| 2018-10-01 | 31.8752515115666000 |
| 2018-11-01 | 32.2974562823312000 |
| 2018-12-01 | 32.5039130436483000 |
| 2019-01-01 | 32.2339473457971000 |
| 2019-02-01 | 32.2005264971693000 |
| 2019-03-01 | 32.4486067810583000 |
| 2019-04-01 | 32.1422124843032000 |
| 2019-05-01 | 32.1741463216885000 |
| 2019-06-01 | 32.1684716049028000 |
| 2019-07-01 | 32.4699581659766000 |
| 2019-08-01 | 32.5143250248533000 |
| 2019-09-01 | 32.6399343690323960 |
| 2019-10-01 | 32.6580692469506960 |
| 2019-11-01 | 32.7605871020243000 |
| 2019-12-01 | 33.0458221683552000 |
| 2020-01-01 | 33.0580933470583960 |
| 2020-02-01 | 33.1771026206701000 |
| 2020-03-01 | 33.1805073222664000 |
| 2020-04-01 | 31.3569171022897000 |
| 2020-05-01 | 31.8746708069089000 |
| 2020-06-01 | 32.3033912104927000 |
| 2020-07-01 | 32.0834016432806000 |
| 2020-08-01 | 32.7289410253450000 |
| 2020-09-01 | 33.0855054961743000 |
| 2020-10-01 | 33.8534598259338960 |
| 2020-11-01 | 34.1378245439370000 |
| 2020-12-01 | 34.4244919768978050 |
| 2021-01-01 | 34.9158010253448000 |
| 2021-02-01 | 35.2804933997705000 |
| 2021-03-01 | 35.4525978267060000 |
| 2021-04-01 | 35.3206113771769000 |
| 2021-05-01 | 35.2230200003842950 |
| 2021-06-01 | 34.7147923080643960 |
| 2021-07-01 | 34.9766048039063050 |
| 2021-08-01 | 35.3161216439618000 |
| 2021-09-01 | 35.6259600874693940 |
| 2021-10-01 | 36.2582919528405000 |
| 2021-11-01 | 36.1472560263807950 |
| 2021-12-01 | 35.9433250379904000 |
| 2022-01-01 | 36.7040199473636000 |
| 2022-02-01 | 37.1165609257848960 |
| 2022-03-01 | 37.2217296277901040 |
| 2022-04-01 | 37.4585981120125000 |
| 2022-05-01 | 37.7491023326290000 |
| 2022-06-01 | 37.8806123752807050 |
| 2022-07-01 | 38.4530977675732050 |
| 2022-08-01 | 38.6845352427251000 |
| 2022-09-01 | 38.8774503933910000 |
| 2022-10-01 | 38.7877926278685000 |
| 2022-11-01 | 38.3760811536514000 |
| 2022-12-01 | 38.7550210760869000 |
| 2023-01-01 | 39.0068473553008000 |
| 2023-02-01 | 38.9809077535710000 |
| 2023-03-01 | 39.2002554011822040 |
| 2023-04-01 | 39.3859300672855000 |
| 2023-05-01 | 39.4745001453835000 |
| 2023-06-01 | 39.4196224656476000 |
| 2023-07-01 | 39.5007358377555000 |
| 2023-08-01 | 39.4475510738632950 |
| 2023-09-01 | 39.0398262257840050 |
| 2023-10-01 | 39.3494795449080000 |
| 2023-11-01 | 39.6141391820841000 |
| 2023-12-01 | 39.5397907558360000 |
| 2024-01-01 | 39.5049786464962050 |
| 2024-02-01 | 39.4573272522370000 |
| 2024-03-01 | 39.4447313992788000 |
| 2024-04-01 | 39.8293815317737060 |
| 2024-05-01 | 39.8154792413991000 |
| 2024-06-01 | 39.8558552719586000 |
| 2024-07-01 | 39.1467636725208000 |
| 2024-08-01 | 39.5185579967571000 |
| 2024-09-01 | 39.5266217005611000 |
| 2024-10-01 | 39.4383989533321000 |
| 2024-11-01 | 39.0423195738902040 |
| 2024-12-01 | 38.9827944088093000 |
| 2025-01-01 | 38.7717835714260000 |
| 2025-02-01 | 38.9148382954508000 |
| 2025-03-01 | 38.8817581415310000 |
| 2025-04-01 | 38.7951721267654000 |
| 2025-05-01 | 38.7744387821720000 |
| 2025-06-01 | 38.8996440270073000 |
| 2025-07-01 | 39.3103165979085000 |
| 2025-08-01 | 38.8087339290294000 |