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 2024-10-01 |
| Last Updated | 2024-11-20 5:45 AM CST |
| 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 | 5.0691565737515700 |
| 1990-02-01 | 5.2455915461857305 |
| 1990-03-01 | 5.1887759416518700 |
| 1990-04-01 | 5.2790957153644500 |
| 1990-05-01 | 5.4510088378587800 |
| 1990-06-01 | 5.5391114017407910 |
| 1990-07-01 | 5.3061603728457400 |
| 1990-08-01 | 5.3280737169553200 |
| 1990-09-01 | 5.2180991228353095 |
| 1990-10-01 | 5.3900104236863900 |
| 1990-11-01 | 5.1889903816631900 |
| 1990-12-01 | 5.1009235101247600 |
| 1991-01-01 | 4.9559220872358800 |
| 1991-02-01 | 4.9349058115620500 |
| 1991-03-01 | 5.2042672547657105 |
| 1991-04-01 | 5.1808760563823390 |
| 1991-05-01 | 5.2660149481294690 |
| 1991-06-01 | 5.3639773890528200 |
| 1991-07-01 | 5.6992355921404805 |
| 1991-08-01 | 5.4014497617557300 |
| 1991-09-01 | 5.5736829700589300 |
| 1991-10-01 | 5.8168769760270400 |
| 1991-11-01 | 5.8908004924521300 |
| 1991-12-01 | 5.9859720438866100 |
| 1992-01-01 | 5.9607922062490410 |
| 1992-02-01 | 5.9462473427912100 |
| 1992-03-01 | 6.1355505999325890 |
| 1992-04-01 | 6.1725175444310000 |
| 1992-05-01 | 6.4781015079230500 |
| 1992-06-01 | 6.3931242395102090 |
| 1992-07-01 | 6.2928434807348000 |
| 1992-08-01 | 6.2604672568895900 |
| 1992-09-01 | 6.1954782055823800 |
| 1992-10-01 | 6.4476440261222190 |
| 1992-11-01 | 6.4989012049078100 |
| 1992-12-01 | 6.6548286211032600 |
| 1993-01-01 | 7.1886501577670990 |
| 1993-02-01 | 7.2926671089270310 |
| 1993-03-01 | 7.1861788521835010 |
| 1993-04-01 | 7.2678527538144700 |
| 1993-05-01 | 6.7780405220010900 |
| 1993-06-01 | 6.4081072411323800 |
| 1993-07-01 | 6.8695591527032300 |
| 1993-08-01 | 7.3871560282761500 |
| 1993-09-01 | 7.5202521797839400 |
| 1993-10-01 | 7.2737304567019700 |
| 1993-11-01 | 7.9265087850941690 |
| 1993-12-01 | 7.8217615656494900 |
| 1994-01-01 | 8.4330935824952700 |
| 1994-02-01 | 8.3583766014355200 |
| 1994-03-01 | 8.2551646732137300 |
| 1994-04-01 | 8.1464483678960500 |
| 1994-05-01 | 8.4750709178641390 |
| 1994-06-01 | 8.5002855691755990 |
| 1994-07-01 | 9.1391507847052690 |
| 1994-08-01 | 8.9916175517989000 |
| 1994-09-01 | 9.1692416630501300 |
| 1994-10-01 | 8.7069402667213290 |
| 1994-11-01 | 8.6473849891603600 |
| 1994-12-01 | 8.8029717592606100 |
| 1995-01-01 | 8.4822233240440000 |
| 1995-02-01 | 8.7339888706130200 |
| 1995-03-01 | 8.9076627821131320 |
| 1995-04-01 | 9.2458873429486990 |
| 1995-05-01 | 9.3590062475690100 |
| 1995-06-01 | 9.2643071806362300 |
| 1995-07-01 | 8.8839836931193600 |
| 1995-08-01 | 8.9972055989342900 |
| 1995-09-01 | 9.4650551429543220 |
| 1995-10-01 | 9.7337195243107590 |
| 1995-11-01 | 9.6976087827391420 |
| 1995-12-01 | 9.8803669979618000 |
| 1996-01-01 | 9.3465723944498120 |
| 1996-02-01 | 9.4889132229970400 |
| 1996-03-01 | 9.8316230721188400 |
| 1996-04-01 | 9.9259525072822310 |
| 1996-05-01 | 9.8453258895979100 |
| 1996-06-01 | 10.0014747476348000 |
| 1996-07-01 | 10.1315160502892000 |
| 1996-08-01 | 10.2640963239023000 |
| 1996-09-01 | 10.0014281796559000 |
| 1996-10-01 | 10.1346613837765000 |
| 1996-11-01 | 10.1511921707275000 |
| 1996-12-01 | 10.1649604855168000 |
| 1997-01-01 | 10.2863669782420000 |
| 1997-02-01 | 10.3365450850979990 |
| 1997-03-01 | 10.2169735100113000 |
| 1997-04-01 | 10.5084248008021000 |
| 1997-05-01 | 10.9271532335971000 |
| 1997-06-01 | 11.0400264501049000 |
| 1997-07-01 | 11.4920720508988000 |
| 1997-08-01 | 11.7731519171448010 |
| 1997-09-01 | 11.5475001076612000 |
| 1997-10-01 | 11.5287039982877000 |
| 1997-11-01 | 11.9059710145219000 |
| 1997-12-01 | 11.6676292998408000 |
| 1998-01-01 | 12.2010495598990990 |
| 1998-02-01 | 12.1354882705324000 |
| 1998-03-01 | 12.5969852384720000 |
| 1998-04-01 | 12.1897785744945000 |
| 1998-05-01 | 12.2200455285367000 |
| 1998-06-01 | 12.3908759598589990 |
| 1998-07-01 | 12.2786484862933990 |
| 1998-08-01 | 12.5295066178480000 |
| 1998-09-01 | 12.3740018411581990 |
| 1998-10-01 | 12.5098282087888000 |
| 1998-11-01 | 12.5041698743219990 |
| 1998-12-01 | 13.0879244619299000 |
| 1999-01-01 | 13.0034978448534000 |
| 1999-02-01 | 13.5324611521405000 |
| 1999-03-01 | 13.4714511843083000 |
| 1999-04-01 | 13.8102298070180980 |
| 1999-05-01 | 13.3971588530869000 |
| 1999-06-01 | 13.6605773821010000 |
| 1999-07-01 | 13.7879393886260980 |
| 1999-08-01 | 13.6101133786945020 |
| 1999-09-01 | 13.8539167737780000 |
| 1999-10-01 | 14.2952022635135000 |
| 1999-11-01 | 14.1806491958965000 |
| 1999-12-01 | 14.4713304732680990 |
| 2000-01-01 | 14.6155531584830000 |
| 2000-02-01 | 14.6323850717983000 |
| 2000-03-01 | 15.0729185929948000 |
| 2000-04-01 | 15.4325320045770000 |
| 2000-05-01 | 15.7634342071285010 |
| 2000-06-01 | 15.8430266857561990 |
| 2000-07-01 | 16.1435987028522000 |
| 2000-08-01 | 16.4998594159314000 |
| 2000-09-01 | 17.0107713353083020 |
| 2000-10-01 | 17.0710887852198000 |
| 2000-11-01 | 17.4341401736062000 |
| 2000-12-01 | 17.6062376569635000 |
| 2001-01-01 | 18.3243785649423000 |
| 2001-02-01 | 18.6809525546397000 |
| 2001-03-01 | 18.7710393916753020 |
| 2001-04-01 | 17.9509047566498980 |
| 2001-05-01 | 18.8146156095861020 |
| 2001-06-01 | 19.0486419218748960 |
| 2001-07-01 | 19.2282433230771020 |
| 2001-08-01 | 18.8645447057574000 |
| 2001-09-01 | 18.7761607922568000 |
| 2001-10-01 | 18.9935478024583980 |
| 2001-11-01 | 18.7606215427731000 |
| 2001-12-01 | 18.0082734646959000 |
| 2002-01-01 | 18.0402361318261980 |
| 2002-02-01 | 18.1031950841966000 |
| 2002-03-01 | 18.0686277664709000 |
| 2002-04-01 | 18.1668761184134000 |
| 2002-05-01 | 19.1779912903547000 |
| 2002-06-01 | 18.9644051898491030 |
| 2002-07-01 | 19.2232097049444000 |
| 2002-08-01 | 19.2947875360320000 |
| 2002-09-01 | 19.6759278358816980 |
| 2002-10-01 | 19.8424126853157000 |
| 2002-11-01 | 20.0696436000980000 |
| 2002-12-01 | 20.3912498453376970 |
| 2003-01-01 | 20.9994203053758000 |
| 2003-02-01 | 20.8157185109001000 |
| 2003-03-01 | 21.2145460779699000 |
| 2003-04-01 | 21.9888576809941000 |
| 2003-05-01 | 22.6485738199696980 |
| 2003-06-01 | 23.2520110466588000 |
| 2003-07-01 | 23.9365006659773020 |
| 2003-08-01 | 25.1116508419487000 |
| 2003-09-01 | 25.7830080333232000 |
| 2003-10-01 | 26.3263649052383000 |
| 2003-11-01 | 26.6857354394726050 |
| 2003-12-01 | 27.7823791292245020 |
| 2004-01-01 | 28.0983928202948000 |
| 2004-02-01 | 28.1934131687873020 |
| 2004-03-01 | 28.7281490884766020 |
| 2004-04-01 | 28.9928029780113970 |
| 2004-05-01 | 28.9462685054653970 |
| 2004-06-01 | 28.6079600235907000 |
| 2004-07-01 | 29.0438622106602000 |
| 2004-08-01 | 28.9254050511836000 |
| 2004-09-01 | 29.0018388832361040 |
| 2004-10-01 | 29.6031476061335000 |
| 2004-11-01 | 30.4372188638821970 |
| 2004-12-01 | 31.2917213704293000 |
| 2005-01-01 | 31.1198476427019000 |
| 2005-02-01 | 31.5656265820825000 |
| 2005-03-01 | 31.3974129773121000 |
| 2005-04-01 | 31.6004410344785040 |
| 2005-05-01 | 31.1513124268028960 |
| 2005-06-01 | 31.7508215077788020 |
| 2005-07-01 | 31.9158478227270000 |
| 2005-08-01 | 32.0686722543610000 |
| 2005-09-01 | 31.9055363744654000 |
| 2005-10-01 | 31.9697941212768980 |
| 2005-11-01 | 31.7992519242775020 |
| 2005-12-01 | 31.7670563128985040 |
| 2006-01-01 | 31.3222664028156000 |
| 2006-02-01 | 31.4210524573575000 |
| 2006-03-01 | 31.5806656561116020 |
| 2006-04-01 | 31.0013788179405020 |
| 2006-05-01 | 31.4596055871812000 |
| 2006-06-01 | 31.7061817241434000 |
| 2006-07-01 | 31.2377213222937000 |
| 2006-08-01 | 31.5266431980924970 |
| 2006-09-01 | 31.7168322769193980 |
| 2006-10-01 | 31.1897971963382000 |
| 2006-11-01 | 31.1878568837079000 |
| 2006-12-01 | 30.6695788407426980 |
| 2007-01-01 | 30.4926555288367000 |
| 2007-02-01 | 30.5908514320808040 |
| 2007-03-01 | 30.6803232091608000 |
| 2007-04-01 | 30.7097070360781000 |
| 2007-05-01 | 30.6706048956182000 |
| 2007-06-01 | 30.7847490356406000 |
| 2007-07-01 | 30.4309779326680000 |
| 2007-08-01 | 30.2982383299543000 |
| 2007-09-01 | 30.1103307164298960 |
| 2007-10-01 | 30.0674112325607000 |
| 2007-11-01 | 29.7889747136830000 |
| 2007-12-01 | 30.5018606180438000 |
| 2008-01-01 | 30.3929934684548000 |
| 2008-02-01 | 30.4930093378483950 |
| 2008-03-01 | 30.5494815516798970 |
| 2008-04-01 | 29.7807609688883020 |
| 2008-05-01 | 29.7697193054589000 |
| 2008-06-01 | 29.8100273975611960 |
| 2008-07-01 | 29.8076003294483000 |
| 2008-08-01 | 29.6551332589858950 |
| 2008-09-01 | 29.7326171548697000 |
| 2008-10-01 | 29.4204184237116000 |
| 2008-11-01 | 29.0003972848008970 |
| 2008-12-01 | 28.7045094639705000 |
| 2009-01-01 | 28.5427585583678970 |
| 2009-02-01 | 28.3099054897788000 |
| 2009-03-01 | 28.2595079941653960 |
| 2009-04-01 | 28.2352419032407000 |
| 2009-05-01 | 28.0817534877834000 |
| 2009-06-01 | 27.5888225465853980 |
| 2009-07-01 | 27.4593037640243020 |
| 2009-08-01 | 26.9988550379946980 |
| 2009-09-01 | 26.2874013738643980 |
| 2009-10-01 | 26.7575778606701000 |
| 2009-11-01 | 26.6884016137416040 |
| 2009-12-01 | 26.7011419054045000 |
| 2010-01-01 | 26.6592156694804000 |
| 2010-02-01 | 26.6269728674401980 |
| 2010-03-01 | 26.3199492214372020 |
| 2010-04-01 | 25.0710539941381970 |
| 2010-05-01 | 25.5833620463216040 |
| 2010-06-01 | 26.2050035717571030 |
| 2010-07-01 | 25.4039986718726000 |
| 2010-08-01 | 25.5126875878610000 |
| 2010-09-01 | 25.5848553841958000 |
| 2010-10-01 | 25.4930646336224000 |
| 2010-11-01 | 25.2705264666348980 |
| 2010-12-01 | 25.1621343251020000 |
| 2011-01-01 | 23.7758282523616020 |
| 2011-02-01 | 23.7417086166526020 |
| 2011-03-01 | 23.8847215087394000 |
| 2011-04-01 | 24.2311961645762000 |
| 2011-05-01 | 24.3890667273623980 |
| 2011-06-01 | 24.7187270659768960 |
| 2011-07-01 | 24.4639261001473000 |
| 2011-08-01 | 24.4920555262247000 |
| 2011-09-01 | 24.5789449680372000 |
| 2011-10-01 | 24.6401567472906000 |
| 2011-11-01 | 24.8468893453506000 |
| 2011-12-01 | 24.6162717272128970 |
| 2012-01-01 | 24.4958001081765000 |
| 2012-02-01 | 24.6611276294724000 |
| 2012-03-01 | 24.6636710941888000 |
| 2012-04-01 | 25.0068861180229000 |
| 2012-05-01 | 25.0951717408711020 |
| 2012-06-01 | 25.3084775092886960 |
| 2012-07-01 | 25.8349728380232000 |
| 2012-08-01 | 25.8389323154581980 |
| 2012-09-01 | 25.8623858829437000 |
| 2012-10-01 | 26.1163906429143000 |
| 2012-11-01 | 26.3128376680593020 |
| 2012-12-01 | 25.8612699755939000 |
| 2013-01-01 | 26.5489844741984000 |
| 2013-02-01 | 26.9701862327293000 |
| 2013-03-01 | 26.9362075511008040 |
| 2013-04-01 | 26.1191171918378020 |
| 2013-05-01 | 25.9036872279058020 |
| 2013-06-01 | 25.6844280096771000 |
| 2013-07-01 | 25.7133457296121970 |
| 2013-08-01 | 25.6595947866393000 |
| 2013-09-01 | 25.5926005935223950 |
| 2013-10-01 | 25.8085054919083030 |
| 2013-11-01 | 25.5825244693898950 |
| 2013-12-01 | 25.9320267824211970 |
| 2014-01-01 | 26.1116679902412980 |
| 2014-02-01 | 26.2819497847792000 |
| 2014-03-01 | 26.7070378525746000 |
| 2014-04-01 | 27.3615392394253000 |
| 2014-05-01 | 27.3182806231816000 |
| 2014-06-01 | 27.2268309046630000 |
| 2014-07-01 | 27.3064042130641020 |
| 2014-08-01 | 27.1729950137751000 |
| 2014-09-01 | 27.1730569057563970 |
| 2014-10-01 | 27.3982690900403970 |
| 2014-11-01 | 27.5475345245970000 |
| 2014-12-01 | 27.8193383415721980 |
| 2015-01-01 | 27.7973411311356030 |
| 2015-02-01 | 27.6051328489029970 |
| 2015-03-01 | 27.3738944533820000 |
| 2015-04-01 | 27.3270404719257000 |
| 2015-05-01 | 26.9524283643228000 |
| 2015-06-01 | 27.3401842979869980 |
| 2015-07-01 | 27.3973719642793970 |
| 2015-08-01 | 27.8013906007725000 |
| 2015-09-01 | 27.6090356286286960 |
| 2015-10-01 | 27.3854887375817030 |
| 2015-11-01 | 27.7955694954309000 |
| 2015-12-01 | 27.7113734515928980 |
| 2016-01-01 | 27.6932206406896030 |
| 2016-02-01 | 28.0342468632762000 |
| 2016-03-01 | 28.2321745390657000 |
| 2016-04-01 | 28.5153191701223000 |
| 2016-05-01 | 28.7179996222369000 |
| 2016-06-01 | 28.5332417040633000 |
| 2016-07-01 | 28.6899661443633000 |
| 2016-08-01 | 29.0539847800457000 |
| 2016-09-01 | 29.1250792136910020 |
| 2016-10-01 | 28.9522428472408000 |
| 2016-11-01 | 28.9236678351926000 |
| 2016-12-01 | 28.8999854159068000 |
| 2017-01-01 | 29.3123040412589970 |
| 2017-02-01 | 29.4520310031965020 |
| 2017-03-01 | 29.5883049319582000 |
| 2017-04-01 | 29.7080990962346970 |
| 2017-05-01 | 29.9847044456386000 |
| 2017-06-01 | 30.2355545515323030 |
| 2017-07-01 | 30.0698411557028000 |
| 2017-08-01 | 30.1495171488751980 |
| 2017-09-01 | 29.5539906469043960 |
| 2017-10-01 | 30.5901614737818000 |
| 2017-11-01 | 30.1525968751208960 |
| 2017-12-01 | 30.2009169689686030 |
| 2018-01-01 | 30.3223881324136960 |
| 2018-02-01 | 29.8398870737186000 |
| 2018-03-01 | 29.9182292566417000 |
| 2018-04-01 | 30.8023535564267020 |
| 2018-05-01 | 30.8526275592257000 |
| 2018-06-01 | 31.3435693855724000 |
| 2018-07-01 | 31.7571241288251970 |
| 2018-08-01 | 31.6807868306086000 |
| 2018-09-01 | 31.9002402698102000 |
| 2018-10-01 | 31.8965118967773980 |
| 2018-11-01 | 32.3039317032648000 |
| 2018-12-01 | 32.5153694174517000 |
| 2019-01-01 | 32.2361458160007000 |
| 2019-02-01 | 32.2088792313802000 |
| 2019-03-01 | 32.4521359186795000 |
| 2019-04-01 | 32.1614770020321000 |
| 2019-05-01 | 32.1862413399183000 |
| 2019-06-01 | 32.1655010182360000 |
| 2019-07-01 | 32.3376038891513960 |
| 2019-08-01 | 32.5221966114375000 |
| 2019-09-01 | 32.6547931035666960 |
| 2019-10-01 | 32.7004783406456000 |
| 2019-11-01 | 32.7972218460595000 |
| 2019-12-01 | 33.0585613451725000 |
| 2020-01-01 | 33.0564875721489000 |
| 2020-02-01 | 33.1784840874805060 |
| 2020-03-01 | 33.1769711268064000 |
| 2020-04-01 | 31.3793473139595000 |
| 2020-05-01 | 31.8910406890344000 |
| 2020-06-01 | 32.2788571857181000 |
| 2020-07-01 | 31.9136295730377000 |
| 2020-08-01 | 32.7227224159180000 |
| 2020-09-01 | 33.1176096714273000 |
| 2020-10-01 | 33.9308812563200000 |
| 2020-11-01 | 34.2361443295593000 |
| 2020-12-01 | 34.4353812613957000 |
| 2021-01-01 | 34.9015209359937000 |
| 2021-02-01 | 35.2669823977612960 |
| 2021-03-01 | 35.4097951538569000 |
| 2021-04-01 | 35.3528155171865000 |
| 2021-05-01 | 35.2515667127376060 |
| 2021-06-01 | 34.6653471093018000 |
| 2021-07-01 | 34.7745026289748000 |
| 2021-08-01 | 35.2768060885239000 |
| 2021-09-01 | 35.6851978906183000 |
| 2021-10-01 | 36.3920517567613000 |
| 2021-11-01 | 36.3254233415592900 |
| 2021-12-01 | 35.9487441331215000 |
| 2022-01-01 | 36.6659088968554000 |
| 2022-02-01 | 37.0836025751919960 |
| 2022-03-01 | 37.1246399757600050 |
| 2022-04-01 | 37.4923937806954000 |
| 2022-05-01 | 37.7951139085616000 |
| 2022-06-01 | 37.8182395632213000 |
| 2022-07-01 | 38.2226872296837900 |
| 2022-08-01 | 38.6044671010472000 |
| 2022-09-01 | 38.9667187631120000 |
| 2022-10-01 | 38.9983420613685000 |
| 2022-11-01 | 38.6228566181633000 |
| 2022-12-01 | 38.7508498292802060 |
| 2023-01-01 | 38.9354947424938940 |
| 2023-02-01 | 38.9199703079049000 |
| 2023-03-01 | 39.0413245145342000 |
| 2023-04-01 | 39.3211339940183000 |
| 2023-05-01 | 39.4408277095001050 |
| 2023-06-01 | 39.5638111626842000 |
| 2023-07-01 | 39.5640457810086000 |
| 2023-08-01 | 39.5280773144145000 |
| 2023-09-01 | 39.2520644507235000 |
| 2023-10-01 | 39.3271295315616000 |
| 2023-11-01 | 39.5119040923793000 |
| 2023-12-01 | 39.7225300175450000 |
| 2024-01-01 | 39.2972172878886000 |
| 2024-02-01 | 39.9648040368603000 |
| 2024-03-01 | 40.2409482413010000 |
| 2024-04-01 | 40.6625954102327040 |
| 2024-05-01 | 40.2018985410021000 |
| 2024-06-01 | 40.3195605601725000 |
| 2024-07-01 | 40.6163227966915000 |
| 2024-08-01 | 40.2682104530442050 |
| 2024-09-01 | 40.1546534838716060 |
| 2024-10-01 | 39.7674668136060000 |
