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 2024-09-01 |
| Last Updated | 2024-10-23 5:31 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 | 5.0691565737556800 |
| 1990-02-01 | 5.2455915461891900 |
| 1990-03-01 | 5.1887759416539400 |
| 1990-04-01 | 5.2790957153656910 |
| 1990-05-01 | 5.4510088378597805 |
| 1990-06-01 | 5.5391114017416600 |
| 1990-07-01 | 5.3061603728468500 |
| 1990-08-01 | 5.3280737169492000 |
| 1990-09-01 | 5.2180991228256510 |
| 1990-10-01 | 5.3900104236756095 |
| 1990-11-01 | 5.1889903816599200 |
| 1990-12-01 | 5.1009235101293795 |
| 1991-01-01 | 4.9559220872553205 |
| 1991-02-01 | 4.9349058115674100 |
| 1991-03-01 | 5.2042672547688800 |
| 1991-04-01 | 5.1808760563838305 |
| 1991-05-01 | 5.2660149481303600 |
| 1991-06-01 | 5.3639773890532405 |
| 1991-07-01 | 5.6992355921395010 |
| 1991-08-01 | 5.4014497617433700 |
| 1991-09-01 | 5.5736829700378700 |
| 1991-10-01 | 5.8168769760014500 |
| 1991-11-01 | 5.8908004924368890 |
| 1991-12-01 | 5.9859720438876000 |
| 1992-01-01 | 5.9607922062919700 |
| 1992-02-01 | 5.9462473428205090 |
| 1992-03-01 | 6.1355505999721300 |
| 1992-04-01 | 6.1725175444776800 |
| 1992-05-01 | 6.4781015079604805 |
| 1992-06-01 | 6.3931242395194690 |
| 1992-07-01 | 6.2928434806940200 |
| 1992-08-01 | 6.2604672567682100 |
| 1992-09-01 | 6.1954782054368090 |
| 1992-10-01 | 6.4476440260106305 |
| 1992-11-01 | 6.4989012048336600 |
| 1992-12-01 | 6.6548286210862000 |
| 1993-01-01 | 7.1886501580262605 |
| 1993-02-01 | 7.2926671091077700 |
| 1993-03-01 | 7.1861788523735310 |
| 1993-04-01 | 7.2678527540275190 |
| 1993-05-01 | 6.7780405221512500 |
| 1993-06-01 | 6.4081072411304010 |
| 1993-07-01 | 6.8695591525438610 |
| 1993-08-01 | 7.3871560278837896 |
| 1993-09-01 | 7.5202521792694200 |
| 1993-10-01 | 7.2737304562484400 |
| 1993-11-01 | 7.9265087847337700 |
| 1993-12-01 | 7.8217615654685090 |
| 1994-01-01 | 8.4330935830313010 |
| 1994-02-01 | 8.3583766021631690 |
| 1994-03-01 | 8.2551646741394500 |
| 1994-04-01 | 8.1464483687751790 |
| 1994-05-01 | 8.4750709184454500 |
| 1994-06-01 | 8.5002855691692400 |
| 1994-07-01 | 9.1391507843246610 |
| 1994-08-01 | 8.9916175501432780 |
| 1994-09-01 | 9.1692416620272900 |
| 1994-10-01 | 8.7069402650702400 |
| 1994-11-01 | 8.6473849873351500 |
| 1994-12-01 | 8.8029717612555500 |
| 1995-01-01 | 8.4822233234267100 |
| 1995-02-01 | 8.7339888707343400 |
| 1995-03-01 | 8.9076627882798490 |
| 1995-04-01 | 9.2458873440664900 |
| 1995-05-01 | 9.3590062482339600 |
| 1995-06-01 | 9.2643071803501200 |
| 1995-07-01 | 8.8839836920220190 |
| 1995-08-01 | 8.9972055950855900 |
| 1995-09-01 | 9.4650551409439700 |
| 1995-10-01 | 9.7337195214444620 |
| 1995-11-01 | 9.6976087785533680 |
| 1995-12-01 | 9.8803670028697600 |
| 1996-01-01 | 9.3465723929869200 |
| 1996-02-01 | 9.4889132258717300 |
| 1996-03-01 | 9.8316230814104800 |
| 1996-04-01 | 9.9259525168684610 |
| 1996-05-01 | 9.8453258864153920 |
| 1996-06-01 | 10.0014747423137000 |
| 1996-07-01 | 10.1315160428614010 |
| 1996-08-01 | 10.2640963121579000 |
| 1996-09-01 | 10.0014281736145990 |
| 1996-10-01 | 10.1346613826145990 |
| 1996-11-01 | 10.1511921726473010 |
| 1996-12-01 | 10.1649605039969000 |
| 1997-01-01 | 10.2863669863880000 |
| 1997-02-01 | 10.3365450961211000 |
| 1997-03-01 | 10.2169735196869010 |
| 1997-04-01 | 10.5084248088376000 |
| 1997-05-01 | 10.9271532130720000 |
| 1997-06-01 | 11.0400264264453010 |
| 1997-07-01 | 11.4920720275239020 |
| 1997-08-01 | 11.7731518937840980 |
| 1997-09-01 | 11.5475000991744000 |
| 1997-10-01 | 11.5287040089766000 |
| 1997-11-01 | 11.9059710405954000 |
| 1997-12-01 | 11.6676293507595990 |
| 1998-01-01 | 12.2010495950938010 |
| 1998-02-01 | 12.1354883015350980 |
| 1998-03-01 | 12.5969852459000000 |
| 1998-04-01 | 12.1897785454181980 |
| 1998-05-01 | 12.2200454732251000 |
| 1998-06-01 | 12.3908758970015000 |
| 1998-07-01 | 12.2786484320833990 |
| 1998-08-01 | 12.5295065744697000 |
| 1998-09-01 | 12.3740018129295990 |
| 1998-10-01 | 12.5098282579074010 |
| 1998-11-01 | 12.5041699700061000 |
| 1998-12-01 | 13.0879246516069010 |
| 1999-01-01 | 13.0034978824444010 |
| 1999-02-01 | 13.5324611781055000 |
| 1999-03-01 | 13.4714511902594990 |
| 1999-04-01 | 13.8102297637171980 |
| 1999-05-01 | 13.3971584857379000 |
| 1999-06-01 | 13.6605773342085000 |
| 1999-07-01 | 13.7879393553584000 |
| 1999-08-01 | 13.6101133595456980 |
| 1999-09-01 | 13.8539167750176000 |
| 1999-10-01 | 14.2952024121943000 |
| 1999-11-01 | 14.1806493998056990 |
| 1999-12-01 | 14.4713308031416990 |
| 2000-01-01 | 14.6155532019472000 |
| 2000-02-01 | 14.6323850601825000 |
| 2000-03-01 | 15.0729185213246990 |
| 2000-04-01 | 15.4325318695201000 |
| 2000-05-01 | 15.7634334553193990 |
| 2000-06-01 | 15.8430266092226010 |
| 2000-07-01 | 16.1435987091173000 |
| 2000-08-01 | 16.4998595149122000 |
| 2000-09-01 | 17.0107714700017000 |
| 2000-10-01 | 17.0710890856683000 |
| 2000-11-01 | 17.4341404829169980 |
| 2000-12-01 | 17.6062384223922000 |
| 2001-01-01 | 18.3243785527772000 |
| 2001-02-01 | 18.6809525039380000 |
| 2001-03-01 | 18.7710390925113000 |
| 2001-04-01 | 17.9509041549051030 |
| 2001-05-01 | 18.8146139855168000 |
| 2001-06-01 | 19.0486423390841000 |
| 2001-07-01 | 19.2282429327352000 |
| 2001-08-01 | 18.8645445328247000 |
| 2001-09-01 | 18.7761629231671030 |
| 2001-10-01 | 18.9935479673190000 |
| 2001-11-01 | 18.7606217918074000 |
| 2001-12-01 | 18.0082745475694000 |
| 2002-01-01 | 18.0402361990352000 |
| 2002-02-01 | 18.1031950062654000 |
| 2002-03-01 | 18.0686272183385000 |
| 2002-04-01 | 18.1668749763055000 |
| 2002-05-01 | 19.1779878008630000 |
| 2002-06-01 | 18.9644056929228030 |
| 2002-07-01 | 19.2232085972341980 |
| 2002-08-01 | 19.2947871551845000 |
| 2002-09-01 | 19.6759325353487000 |
| 2002-10-01 | 19.8424137182081000 |
| 2002-11-01 | 20.0696448901444000 |
| 2002-12-01 | 20.3912518453183970 |
| 2003-01-01 | 20.9994204395420000 |
| 2003-02-01 | 20.8157180828090000 |
| 2003-03-01 | 21.2145448029519000 |
| 2003-04-01 | 21.9888534260136020 |
| 2003-05-01 | 22.6485687104348980 |
| 2003-06-01 | 23.2520108374361030 |
| 2003-07-01 | 23.9364980303012000 |
| 2003-08-01 | 25.1116486999325000 |
| 2003-09-01 | 25.7830210127182000 |
| 2003-10-01 | 26.3263666052496000 |
| 2003-11-01 | 26.6857388046597000 |
| 2003-12-01 | 27.7823828783780000 |
| 2004-01-01 | 28.0983930772215000 |
| 2004-02-01 | 28.1934107210071050 |
| 2004-03-01 | 28.7281452171678960 |
| 2004-04-01 | 28.9927947748843000 |
| 2004-05-01 | 28.9462616695058000 |
| 2004-06-01 | 28.6079580783554000 |
| 2004-07-01 | 29.0438589868186000 |
| 2004-08-01 | 28.9254015357554000 |
| 2004-09-01 | 29.0018576198060000 |
| 2004-10-01 | 29.6031485890041960 |
| 2004-11-01 | 30.4372378270661020 |
| 2004-12-01 | 31.2917241181615000 |
| 2005-01-01 | 31.1198486827869980 |
| 2005-02-01 | 31.5656267314988000 |
| 2005-03-01 | 31.3973863476588980 |
| 2005-04-01 | 31.6004319994700000 |
| 2005-05-01 | 31.1513050131206980 |
| 2005-06-01 | 31.7508156926723000 |
| 2005-07-01 | 31.9158418296286000 |
| 2005-08-01 | 32.0686684361478000 |
| 2005-09-01 | 31.9055660459099000 |
| 2005-10-01 | 31.9698032383556030 |
| 2005-11-01 | 31.7992959564072000 |
| 2005-12-01 | 31.7670622943897000 |
| 2006-01-01 | 31.3222648642156050 |
| 2006-02-01 | 31.4210454268990000 |
| 2006-03-01 | 31.5806053510786000 |
| 2006-04-01 | 31.0013629668443000 |
| 2006-05-01 | 31.4595918608322000 |
| 2006-06-01 | 31.7061687529957000 |
| 2006-07-01 | 31.2377137251208980 |
| 2006-08-01 | 31.5266468018278020 |
| 2006-09-01 | 31.7168730239418050 |
| 2006-10-01 | 31.1898349272233980 |
| 2006-11-01 | 31.1879436080611040 |
| 2006-12-01 | 30.6695972176698000 |
| 2007-01-01 | 30.4926493855722000 |
| 2007-02-01 | 30.5908076843260020 |
| 2007-03-01 | 30.6802146639185000 |
| 2007-04-01 | 30.7096804326516020 |
| 2007-05-01 | 30.6705750794740020 |
| 2007-06-01 | 30.7847226038458960 |
| 2007-07-01 | 30.4309647904634000 |
| 2007-08-01 | 30.2982569968510020 |
| 2007-09-01 | 30.1103917519638960 |
| 2007-10-01 | 30.0674936967106000 |
| 2007-11-01 | 29.7891313295953000 |
| 2007-12-01 | 30.5019853670621000 |
| 2008-01-01 | 30.3928906887045000 |
| 2008-02-01 | 30.4928824033015000 |
| 2008-03-01 | 30.5493301978318960 |
| 2008-04-01 | 29.7807156419099000 |
| 2008-05-01 | 29.7696698993956000 |
| 2008-06-01 | 29.8099815897268000 |
| 2008-07-01 | 29.8075967300696050 |
| 2008-08-01 | 29.6551768958163040 |
| 2008-09-01 | 29.7327011924214000 |
| 2008-10-01 | 29.4205563991198000 |
| 2008-11-01 | 29.0006248601104000 |
| 2008-12-01 | 28.7047433744334980 |
| 2009-01-01 | 28.5425558838871000 |
| 2009-02-01 | 28.3096896858998000 |
| 2009-03-01 | 28.2593080666120000 |
| 2009-04-01 | 28.2351756011539980 |
| 2009-05-01 | 28.0816879461212030 |
| 2009-06-01 | 27.5887638102278000 |
| 2009-07-01 | 27.4593066421358960 |
| 2009-08-01 | 26.9989247745078000 |
| 2009-09-01 | 26.2875123871633000 |
| 2009-10-01 | 26.7577609864242000 |
| 2009-11-01 | 26.6886729553170030 |
| 2009-12-01 | 26.7014978630095000 |
| 2010-01-01 | 26.6589107425291020 |
| 2010-02-01 | 26.6266783789949000 |
| 2010-03-01 | 26.3197251179674000 |
| 2010-04-01 | 25.0709634611628000 |
| 2010-05-01 | 25.5832863462457000 |
| 2010-06-01 | 26.2049389506658020 |
| 2010-07-01 | 25.4040162999166020 |
| 2010-08-01 | 25.5127794755798000 |
| 2010-09-01 | 25.5849838610426000 |
| 2010-10-01 | 25.4932720367498970 |
| 2010-11-01 | 25.2708012440291970 |
| 2010-12-01 | 25.1625158562988000 |
| 2011-01-01 | 23.7755150196859970 |
| 2011-02-01 | 23.7413862578806030 |
| 2011-03-01 | 23.8844977022463000 |
| 2011-04-01 | 24.2310881926227000 |
| 2011-05-01 | 24.3889846633620020 |
| 2011-06-01 | 24.7186619988811960 |
| 2011-07-01 | 24.4639415078790000 |
| 2011-08-01 | 24.4921517492295000 |
| 2011-09-01 | 24.5790786586807000 |
| 2011-10-01 | 24.6403559203795020 |
| 2011-11-01 | 24.8471488590715000 |
| 2011-12-01 | 24.6166721212446000 |
| 2012-01-01 | 24.4954932146562000 |
| 2012-02-01 | 24.6608249544894000 |
| 2012-03-01 | 24.6634810875971020 |
| 2012-04-01 | 25.0067752354395020 |
| 2012-05-01 | 25.0950519705237020 |
| 2012-06-01 | 25.3084023065509000 |
| 2012-07-01 | 25.8349665897139960 |
| 2012-08-01 | 25.8390507897576000 |
| 2012-09-01 | 25.8624707252631000 |
| 2012-10-01 | 26.1166770308658980 |
| 2012-11-01 | 26.3130607857854000 |
| 2012-12-01 | 25.8615886772752000 |
| 2013-01-01 | 26.5487708169613000 |
| 2013-02-01 | 26.9699270716332000 |
| 2013-03-01 | 26.9359858480946030 |
| 2013-04-01 | 26.1189582096678020 |
| 2013-05-01 | 25.9035282382800000 |
| 2013-06-01 | 25.6843810505330000 |
| 2013-07-01 | 25.7133495775548000 |
| 2013-08-01 | 25.6597802604976980 |
| 2013-09-01 | 25.5926582777381030 |
| 2013-10-01 | 25.8088587582568960 |
| 2013-11-01 | 25.5826556677998020 |
| 2013-12-01 | 25.9324692389252000 |
| 2014-01-01 | 26.1114502423508020 |
| 2014-02-01 | 26.2816235916498000 |
| 2014-03-01 | 26.7066683040635020 |
| 2014-04-01 | 27.3612638699571030 |
| 2014-05-01 | 27.3181033871244000 |
| 2014-06-01 | 27.2268147935886000 |
| 2014-07-01 | 27.3065834249676980 |
| 2014-08-01 | 27.1733649986444980 |
| 2014-09-01 | 27.1731575081616970 |
| 2014-10-01 | 27.3987017975537020 |
| 2014-11-01 | 27.5475772217091050 |
| 2014-12-01 | 27.8199439498146000 |
| 2015-01-01 | 27.7971543088358000 |
| 2015-02-01 | 27.6043664193255000 |
| 2015-03-01 | 27.3729998449813970 |
| 2015-04-01 | 27.3266962528658970 |
| 2015-05-01 | 26.9521283628418000 |
| 2015-06-01 | 27.3398818918068050 |
| 2015-07-01 | 27.3995699768706980 |
| 2015-08-01 | 27.8015733978053000 |
| 2015-09-01 | 27.6089917475506000 |
| 2015-10-01 | 27.3857897313276020 |
| 2015-11-01 | 27.7954581750923960 |
| 2015-12-01 | 27.7121532029611970 |
| 2016-01-01 | 27.6927558402273000 |
| 2016-02-01 | 28.0327996479330000 |
| 2016-03-01 | 28.2305146711866000 |
| 2016-04-01 | 28.5148356949575000 |
| 2016-05-01 | 28.7177860602908980 |
| 2016-06-01 | 28.5331532288431970 |
| 2016-07-01 | 28.6947392834323980 |
| 2016-08-01 | 29.0542706123661000 |
| 2016-09-01 | 29.1248193976197000 |
| 2016-10-01 | 28.9521070598796970 |
| 2016-11-01 | 28.9230948198918970 |
| 2016-12-01 | 28.9005433158818000 |
| 2017-01-01 | 29.3114527319888970 |
| 2017-02-01 | 29.4496480580446020 |
| 2017-03-01 | 29.5855288483551040 |
| 2017-04-01 | 29.7076678515773020 |
| 2017-05-01 | 29.9846722837607020 |
| 2017-06-01 | 30.2355415939361000 |
| 2017-07-01 | 30.0795623413971000 |
| 2017-08-01 | 30.1499353407526980 |
| 2017-09-01 | 29.5539923260725030 |
| 2017-10-01 | 30.5867020871293040 |
| 2017-11-01 | 30.1519778990210020 |
| 2017-12-01 | 30.2013001203642980 |
| 2018-01-01 | 30.3210807662201030 |
| 2018-02-01 | 29.8359880186330000 |
| 2018-03-01 | 29.9150156496841000 |
| 2018-04-01 | 30.8019110501254970 |
| 2018-05-01 | 30.8523288621463000 |
| 2018-06-01 | 31.3450671689966000 |
| 2018-07-01 | 31.7720315174501020 |
| 2018-08-01 | 31.6814357693291000 |
| 2018-09-01 | 31.9009704802891000 |
| 2018-10-01 | 31.8881507798347000 |
| 2018-11-01 | 32.3038658533900000 |
| 2018-12-01 | 32.5139611517460000 |
| 2019-01-01 | 32.2347560269418000 |
| 2019-02-01 | 32.2036625033987000 |
| 2019-03-01 | 32.4485132746593000 |
| 2019-04-01 | 32.1607919890748000 |
| 2019-05-01 | 32.1855950860586050 |
| 2019-06-01 | 32.1687658600958000 |
| 2019-07-01 | 32.3580064451805000 |
| 2019-08-01 | 32.5234111627542000 |
| 2019-09-01 | 32.6604148690391940 |
| 2019-10-01 | 32.6865808517086050 |
| 2019-11-01 | 32.7958622588311000 |
| 2019-12-01 | 33.0536497516757000 |
| 2020-01-01 | 33.0534187350158000 |
| 2020-02-01 | 33.1710413477567000 |
| 2020-03-01 | 33.1728699719045040 |
| 2020-04-01 | 31.3781125129826040 |
| 2020-05-01 | 31.8904853078335000 |
| 2020-06-01 | 32.2859299503339000 |
| 2020-07-01 | 31.9381774314422000 |
| 2020-08-01 | 32.7283365124671000 |
| 2020-09-01 | 33.1306539887623050 |
| 2020-10-01 | 33.9148620117229950 |
| 2020-11-01 | 34.2305430252716000 |
| 2020-12-01 | 34.4221402977821000 |
| 2021-01-01 | 34.8948466040402960 |
| 2021-02-01 | 35.2552787089147940 |
| 2021-03-01 | 35.4020846423653950 |
| 2021-04-01 | 35.3514464304621040 |
| 2021-05-01 | 35.2541654344546060 |
| 2021-06-01 | 34.6804922300236950 |
| 2021-07-01 | 34.7910019559443000 |
| 2021-08-01 | 35.3007212954372000 |
| 2021-09-01 | 35.7208552675918940 |
| 2021-10-01 | 36.3702892224812050 |
| 2021-11-01 | 36.3039955266771060 |
| 2021-12-01 | 35.9267969358234000 |
| 2022-01-01 | 36.6496368178905000 |
| 2022-02-01 | 37.0634476288298000 |
| 2022-03-01 | 37.1138890474207000 |
| 2022-04-01 | 37.4931720387529000 |
| 2022-05-01 | 37.8029832753672960 |
| 2022-06-01 | 37.8442243551648000 |
| 2022-07-01 | 38.2322129442185000 |
| 2022-08-01 | 38.6508882366537900 |
| 2022-09-01 | 39.0251267323472000 |
| 2022-10-01 | 38.9682826832576050 |
| 2022-11-01 | 38.5832154225916000 |
| 2022-12-01 | 38.7192575587682000 |
| 2023-01-01 | 38.9090757569211000 |
| 2023-02-01 | 38.8915503268542900 |
| 2023-03-01 | 39.0270322082772000 |
| 2023-04-01 | 39.3249444589612050 |
| 2023-05-01 | 39.4553930099627050 |
| 2023-06-01 | 39.6004563638729000 |
| 2023-07-01 | 39.5629598308271040 |
| 2023-08-01 | 39.5989405754694000 |
| 2023-09-01 | 39.3364947220259000 |
| 2023-10-01 | 39.2860788474596000 |
| 2023-11-01 | 39.4519852214416000 |
| 2023-12-01 | 39.6847695688236000 |
| 2024-01-01 | 39.2599773907814000 |
| 2024-02-01 | 39.9288278632080000 |
| 2024-03-01 | 40.2252709627610000 |
| 2024-04-01 | 40.6703739374998000 |
| 2024-05-01 | 40.2226047864250000 |
| 2024-06-01 | 40.3641363575811000 |
| 2024-07-01 | 40.6138721689587000 |
| 2024-08-01 | 40.3552419329311000 |
| 2024-09-01 | 40.3525089858657040 |
