Table Data - All Employees: Private Service Providing in Lima, OH (MSA)
| Title | All Employees: Private Service Providing in Lima, OH (MSA) |
|---|---|
| Series ID | SMU39306200800000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 10:31 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 | 29.9638519266 |
| 1990-02-01 | 30.0517504349 |
| 1990-03-01 | 29.9075555979 |
| 1990-04-01 | 29.9006912965 |
| 1990-05-01 | 30.0571277069 |
| 1990-06-01 | 30.1660960526 |
| 1990-07-01 | 30.1121725714 |
| 1990-08-01 | 30.3567742160 |
| 1990-09-01 | 30.3227248938 |
| 1990-10-01 | 30.6899541723 |
| 1990-11-01 | 30.4553603107 |
| 1990-12-01 | 30.3225397974 |
| 1991-01-01 | 30.3580638143 |
| 1991-02-01 | 30.2516946136 |
| 1991-03-01 | 30.1958660789 |
| 1991-04-01 | 30.2021211092 |
| 1991-05-01 | 30.1693408472 |
| 1991-06-01 | 30.2520072737 |
| 1991-07-01 | 30.4090285616 |
| 1991-08-01 | 30.3690825113 |
| 1991-09-01 | 30.4284115222 |
| 1991-10-01 | 30.6034610261 |
| 1991-11-01 | 30.5644227844 |
| 1991-12-01 | 30.4174024765 |
| 1992-01-01 | 30.7396938696 |
| 1992-02-01 | 30.9678387187 |
| 1992-03-01 | 30.8678469616 |
| 1992-04-01 | 31.4860660768 |
| 1992-05-01 | 31.5736463743 |
| 1992-06-01 | 31.3300939343 |
| 1992-07-01 | 31.4083403618 |
| 1992-08-01 | 31.4012427788 |
| 1992-09-01 | 31.3591366544 |
| 1992-10-01 | 31.2337630245 |
| 1992-11-01 | 31.1772045741 |
| 1992-12-01 | 31.2899418523 |
| 1993-01-01 | 30.3208863523 |
| 1993-02-01 | 30.9695923708 |
| 1993-03-01 | 30.9387035636 |
| 1993-04-01 | 30.6712855602 |
| 1993-05-01 | 30.5546597886 |
| 1993-06-01 | 30.3887851760 |
| 1993-07-01 | 30.8251175290 |
| 1993-08-01 | 30.9404104779 |
| 1993-09-01 | 31.2203167292 |
| 1993-10-01 | 32.1862422121 |
| 1993-11-01 | 32.2952989539 |
| 1993-12-01 | 32.2482672747 |
| 1994-01-01 | 32.2833114455 |
| 1994-02-01 | 32.3530379188 |
| 1994-03-01 | 32.3066868336 |
| 1994-04-01 | 32.3687386650 |
| 1994-05-01 | 32.3212993717 |
| 1994-06-01 | 32.5378389568 |
| 1994-07-01 | 32.6600790436 |
| 1994-08-01 | 32.9972705631 |
| 1994-09-01 | 32.8965257095 |
| 1994-10-01 | 32.2305291509 |
| 1994-11-01 | 32.3977224357 |
| 1994-12-01 | 32.7101326037 |
| 1995-01-01 | 32.9503723874 |
| 1995-02-01 | 32.8090754941 |
| 1995-03-01 | 33.1814545410 |
| 1995-04-01 | 33.3804080668 |
| 1995-05-01 | 33.3828177973 |
| 1995-06-01 | 33.4031329431 |
| 1995-07-01 | 33.4047669335 |
| 1995-08-01 | 33.4354520402 |
| 1995-09-01 | 33.3641526053 |
| 1995-10-01 | 33.4611850618 |
| 1995-11-01 | 33.5975624653 |
| 1995-12-01 | 33.6812874765 |
| 1996-01-01 | 33.4217384436 |
| 1996-02-01 | 33.4843980200 |
| 1996-03-01 | 33.2463518561 |
| 1996-04-01 | 33.0776690816 |
| 1996-05-01 | 33.4570352673 |
| 1996-06-01 | 33.2156011995 |
| 1996-07-01 | 32.9364755846 |
| 1996-08-01 | 32.9587498832 |
| 1996-09-01 | 32.8125699129 |
| 1996-10-01 | 32.8594195962 |
| 1996-11-01 | 32.9831428256 |
| 1996-12-01 | 33.0544671023 |
| 1997-01-01 | 33.3360959828 |
| 1997-02-01 | 33.4658313829 |
| 1997-03-01 | 33.3197688945 |
| 1997-04-01 | 33.4614897672 |
| 1997-05-01 | 33.8360988209 |
| 1997-06-01 | 33.7653199159 |
| 1997-07-01 | 33.5611761522 |
| 1997-08-01 | 33.4668113732 |
| 1997-09-01 | 33.3319292285 |
| 1997-10-01 | 33.7396093092 |
| 1997-11-01 | 33.7614279873 |
| 1997-12-01 | 33.7322992937 |
| 1998-01-01 | 33.8629086066 |
| 1998-02-01 | 33.8648904418 |
| 1998-03-01 | 33.8993175416 |
| 1998-04-01 | 33.7348008968 |
| 1998-05-01 | 33.7353653264 |
| 1998-06-01 | 33.7340226985 |
| 1998-07-01 | 33.8848559967 |
| 1998-08-01 | 34.0666979453 |
| 1998-09-01 | 34.1135433380 |
| 1998-10-01 | 34.1119509571 |
| 1998-11-01 | 34.1351296849 |
| 1998-12-01 | 34.2260000965 |
| 1999-01-01 | 33.7917616677 |
| 1999-02-01 | 34.1544331865 |
| 1999-03-01 | 34.5829780432 |
| 1999-04-01 | 34.6000308415 |
| 1999-05-01 | 34.4671146921 |
| 1999-06-01 | 34.6171376213 |
| 1999-07-01 | 35.1032481887 |
| 1999-08-01 | 35.1476528787 |
| 1999-09-01 | 35.5868487526 |
| 1999-10-01 | 35.1892679878 |
| 1999-11-01 | 35.1069751692 |
| 1999-12-01 | 35.2451244545 |
| 2000-01-01 | 34.9035435199 |
| 2000-02-01 | 35.1326900837 |
| 2000-03-01 | 34.9603865361 |
| 2000-04-01 | 35.3468981642 |
| 2000-05-01 | 35.5114702620 |
| 2000-06-01 | 35.4042778845 |
| 2000-07-01 | 35.3420510002 |
| 2000-08-01 | 35.1222921875 |
| 2000-09-01 | 35.3789025307 |
| 2000-10-01 | 35.5630142848 |
| 2000-11-01 | 35.6828219925 |
| 2000-12-01 | 35.6726670264 |
| 2001-01-01 | 35.6126501915 |
| 2001-02-01 | 35.5690371088 |
| 2001-03-01 | 35.6326362758 |
| 2001-04-01 | 35.6874623119 |
| 2001-05-01 | 35.8570696340 |
| 2001-06-01 | 35.9673682552 |
| 2001-07-01 | 35.8151435376 |
| 2001-08-01 | 35.9202796697 |
| 2001-09-01 | 36.0034599884 |
| 2001-10-01 | 35.6288920808 |
| 2001-11-01 | 35.6498209395 |
| 2001-12-01 | 35.7042219594 |
| 2002-01-01 | 35.9033772132 |
| 2002-02-01 | 35.7888992012 |
| 2002-03-01 | 35.8005433730 |
| 2002-04-01 | 35.4440267708 |
| 2002-05-01 | 35.7807254935 |
| 2002-06-01 | 35.9064043882 |
| 2002-07-01 | 36.3029809868 |
| 2002-08-01 | 36.5477241126 |
| 2002-09-01 | 36.3383460050 |
| 2002-10-01 | 36.3868068404 |
| 2002-11-01 | 36.6328980462 |
| 2002-12-01 | 36.5364004615 |
| 2003-01-01 | 37.0842401307 |
| 2003-02-01 | 36.9090451420 |
| 2003-03-01 | 36.7528255855 |
| 2003-04-01 | 36.8003543430 |
| 2003-05-01 | 36.8055107869 |
| 2003-06-01 | 36.7355653058 |
| 2003-07-01 | 36.7773563147 |
| 2003-08-01 | 37.0984968289 |
| 2003-09-01 | 37.0876614665 |
| 2003-10-01 | 37.4399283794 |
| 2003-11-01 | 37.3086384256 |
| 2003-12-01 | 37.3482703337 |
| 2004-01-01 | 37.3641856298 |
| 2004-02-01 | 37.5655683576 |
| 2004-03-01 | 37.6153148619 |
| 2004-04-01 | 37.6763633410 |
| 2004-05-01 | 37.4087283103 |
| 2004-06-01 | 37.5420995814 |
| 2004-07-01 | 37.3270669684 |
| 2004-08-01 | 37.0634955679 |
| 2004-09-01 | 37.8282032487 |
| 2004-10-01 | 37.5973968510 |
| 2004-11-01 | 37.5985467870 |
| 2004-12-01 | 37.6301947791 |
| 2005-01-01 | 37.1464450703 |
| 2005-02-01 | 37.4594699561 |
| 2005-03-01 | 37.5061140782 |
| 2005-04-01 | 37.3641371382 |
| 2005-05-01 | 37.5993629352 |
| 2005-06-01 | 37.4211220999 |
| 2005-07-01 | 37.5521924421 |
| 2005-08-01 | 37.3312336783 |
| 2005-09-01 | 37.3562206504 |
| 2005-10-01 | 37.3695354559 |
| 2005-11-01 | 37.2870334729 |
| 2005-12-01 | 37.0928241369 |
| 2006-01-01 | 37.3260185898 |
| 2006-02-01 | 37.4850390802 |
| 2006-03-01 | 37.5147258248 |
| 2006-04-01 | 37.5979814881 |
| 2006-05-01 | 37.3669650918 |
| 2006-06-01 | 37.3959453785 |
| 2006-07-01 | 37.3381814002 |
| 2006-08-01 | 37.2861305614 |
| 2006-09-01 | 37.2575616867 |
| 2006-10-01 | 37.3708098721 |
| 2006-11-01 | 37.3859157296 |
| 2006-12-01 | 37.3541665248 |
| 2007-01-01 | 37.4064186704 |
| 2007-02-01 | 37.3126345971 |
| 2007-03-01 | 37.3248262685 |
| 2007-04-01 | 37.4349383250 |
| 2007-05-01 | 37.7573997691 |
| 2007-06-01 | 37.6829708978 |
| 2007-07-01 | 37.5034378386 |
| 2007-08-01 | 37.5087689080 |
| 2007-09-01 | 37.6537698122 |
| 2007-10-01 | 37.5955643350 |
| 2007-11-01 | 37.6685687780 |
| 2007-12-01 | 37.8341067657 |
| 2008-01-01 | 37.7902173662 |
| 2008-02-01 | 37.5279434565 |
| 2008-03-01 | 37.3276777778 |
| 2008-04-01 | 37.3871685804 |
| 2008-05-01 | 37.3430046851 |
| 2008-06-01 | 37.2745652499 |
| 2008-07-01 | 37.1735990276 |
| 2008-08-01 | 37.3178036237 |
| 2008-09-01 | 37.2444745832 |
| 2008-10-01 | 36.7317377205 |
| 2008-11-01 | 36.3566944126 |
| 2008-12-01 | 36.2299979842 |
| 2009-01-01 | 36.0760342877 |
| 2009-02-01 | 36.3267236138 |
| 2009-03-01 | 36.0202289025 |
| 2009-04-01 | 35.7248243308 |
| 2009-05-01 | 35.7305911495 |
| 2009-06-01 | 35.4588534969 |
| 2009-07-01 | 35.6726160338 |
| 2009-08-01 | 35.4164299259 |
| 2009-09-01 | 35.4443745101 |
| 2009-10-01 | 35.4597204517 |
| 2009-11-01 | 35.4400836729 |
| 2009-12-01 | 35.4479095686 |
| 2010-01-01 | 35.1693555290 |
| 2010-02-01 | 35.2171267338 |
| 2010-03-01 | 35.2144097820 |
| 2010-04-01 | 35.2620557711 |
| 2010-05-01 | 35.0900878366 |
| 2010-06-01 | 34.9362718026 |
| 2010-07-01 | 35.2700382665 |
| 2010-08-01 | 35.3175378683 |
| 2010-09-01 | 35.3610944427 |
| 2010-10-01 | 35.2883134755 |
| 2010-11-01 | 35.5374936942 |
| 2010-12-01 | 35.3637081125 |
| 2011-01-01 | 35.4713247021 |
| 2011-02-01 | 35.3989963201 |
| 2011-03-01 | 35.4201400435 |
| 2011-04-01 | 35.2774035481 |
| 2011-05-01 | 35.2464164121 |
| 2011-06-01 | 35.3070615390 |
| 2011-07-01 | 35.2761660051 |
| 2011-08-01 | 35.3088487493 |
| 2011-09-01 | 35.3937713195 |
| 2011-10-01 | 35.2963306124 |
| 2011-11-01 | 35.3427772501 |
| 2011-12-01 | 35.4878798231 |
| 2012-01-01 | 35.9720441402 |
| 2012-02-01 | 36.2796093631 |
| 2012-03-01 | 36.0490385750 |
| 2012-04-01 | 35.9891876723 |
| 2012-05-01 | 36.0948986966 |
| 2012-06-01 | 36.0737042377 |
| 2012-07-01 | 35.8715432516 |
| 2012-08-01 | 35.8995088610 |
| 2012-09-01 | 36.0263940320 |
| 2012-10-01 | 36.1995727589 |
| 2012-11-01 | 36.2698572728 |
| 2012-12-01 | 36.4977730309 |
| 2013-01-01 | 35.7676374433 |
| 2013-02-01 | 35.8572419288 |
| 2013-03-01 | 35.9862968489 |
| 2013-04-01 | 36.1938006462 |
| 2013-05-01 | 36.2598218735 |
| 2013-06-01 | 36.3674949424 |
| 2013-07-01 | 36.1552185783 |
| 2013-08-01 | 36.1825777454 |
| 2013-09-01 | 35.9628032675 |
| 2013-10-01 | 35.7726684086 |
| 2013-11-01 | 35.7849556807 |
| 2013-12-01 | 35.9175586568 |
| 2014-01-01 | 35.6721307257 |
| 2014-02-01 | 35.6286046467 |
| 2014-03-01 | 35.6194679536 |
| 2014-04-01 | 35.5034477445 |
| 2014-05-01 | 35.5403001475 |
| 2014-06-01 | 35.4829557715 |
| 2014-07-01 | 35.5275667165 |
| 2014-08-01 | 35.5608744101 |
| 2014-09-01 | 35.5029190482 |
| 2014-10-01 | 35.5522249350 |
| 2014-11-01 | 35.2822538956 |
| 2014-12-01 | 35.3227763925 |
| 2015-01-01 | 35.3822771567 |
| 2015-02-01 | 35.3966124888 |
| 2015-03-01 | 35.3264232816 |
| 2015-04-01 | 35.4075293049 |
| 2015-05-01 | 35.4587474089 |
| 2015-06-01 | 35.4261856063 |
| 2015-07-01 | 35.4029615623 |
| 2015-08-01 | 35.2373211711 |
| 2015-09-01 | 35.5338824413 |
| 2015-10-01 | 35.3304172135 |
| 2015-11-01 | 35.3608632094 |
| 2015-12-01 | 35.4455070772 |
| 2016-01-01 | 35.4706093246 |
| 2016-02-01 | 35.5614944719 |
| 2016-03-01 | 35.6216223801 |
| 2016-04-01 | 35.8161781025 |
| 2016-05-01 | 35.7882219829 |
| 2016-06-01 | 35.8623910390 |
| 2016-07-01 | 36.1890424673 |
| 2016-08-01 | 36.2252970627 |
| 2016-09-01 | 36.2664830696 |
| 2016-10-01 | 36.4263183964 |
| 2016-11-01 | 36.5423381637 |
| 2016-12-01 | 36.3642311006 |
| 2017-01-01 | 36.2333024723 |
| 2017-02-01 | 36.4139257985 |
| 2017-03-01 | 36.3964385680 |
| 2017-04-01 | 36.2200808970 |
| 2017-05-01 | 36.3389084011 |
| 2017-06-01 | 36.3103259504 |
| 2017-07-01 | 36.0896174527 |
| 2017-08-01 | 36.2280717479 |
| 2017-09-01 | 36.0994088054 |
| 2017-10-01 | 36.1158468547 |
| 2017-11-01 | 36.2057276389 |
| 2017-12-01 | 36.0862714353 |
| 2018-01-01 | 35.8856176552 |
| 2018-02-01 | 35.8676956909 |
| 2018-03-01 | 35.8692739796 |
| 2018-04-01 | 35.8305411093 |
| 2018-05-01 | 35.6819098230 |
| 2018-06-01 | 35.6506131232 |
| 2018-07-01 | 35.6951909163 |
| 2018-08-01 | 35.7350362686 |
| 2018-09-01 | 35.8477432823 |
| 2018-10-01 | 35.6166279803 |
| 2018-11-01 | 35.5653935794 |
| 2018-12-01 | 35.5845777949 |
| 2019-01-01 | 35.7465135312 |
| 2019-02-01 | 35.6317740720 |
| 2019-03-01 | 35.6247150012 |
| 2019-04-01 | 35.7361000081 |
| 2019-05-01 | 35.8365801789 |
| 2019-06-01 | 35.8984712751 |
| 2019-07-01 | 35.6841243535 |
| 2019-08-01 | 35.5462528051 |
| 2019-09-01 | 35.3858512831 |
| 2019-10-01 | 35.4247710043 |
| 2019-11-01 | 35.2437728352 |
| 2019-12-01 | 35.3757319886 |
| 2020-01-01 | 35.5060957421 |
| 2020-02-01 | 35.6059677935 |
| 2020-03-01 | 35.4933664852 |
| 2020-04-01 | 28.9365459660 |
| 2020-05-01 | 30.6660272830 |
| 2020-06-01 | 32.8258244567 |
| 2020-07-01 | 33.2693178576 |
| 2020-08-01 | 33.5732649899 |
| 2020-09-01 | 34.2203025630 |
| 2020-10-01 | 34.1404695031 |
| 2020-11-01 | 34.4440402199 |
| 2020-12-01 | 34.3510047934 |
| 2021-01-01 | 34.4775988535 |
| 2021-02-01 | 34.5786965482 |
| 2021-03-01 | 34.8729904386 |
| 2021-04-01 | 34.6328900115 |
| 2021-05-01 | 34.6861496720 |
| 2021-06-01 | 34.5422714005 |
| 2021-07-01 | 34.8567704203 |
| 2021-08-01 | 34.9059093607 |
| 2021-09-01 | 34.8312035092 |
| 2021-10-01 | 35.0617489021 |
| 2021-11-01 | 35.1478079630 |
| 2021-12-01 | 35.0222045137 |
| 2022-01-01 | 34.9684318899 |
| 2022-02-01 | 34.9569252673 |
| 2022-03-01 | 35.2724312699 |
| 2022-04-01 | 35.4387826773 |
| 2022-05-01 | 35.0847032715 |
| 2022-06-01 | 34.8322092924 |
| 2022-07-01 | 35.3588142201 |
| 2022-08-01 | 35.2239006580 |
| 2022-09-01 | 35.1211777072 |
| 2022-10-01 | 35.0810297725 |
| 2022-11-01 | 35.1657990225 |
| 2022-12-01 | 35.3974503730 |
| 2023-01-01 | 35.4704432489 |
| 2023-02-01 | 35.4506430710 |
| 2023-03-01 | 35.3898682811 |
| 2023-04-01 | 35.5469968781 |
| 2023-05-01 | 35.4804928172 |
| 2023-06-01 | 35.3991684361 |
| 2023-07-01 | 35.2573071672 |
| 2023-08-01 | 35.2307017730 |
| 2023-09-01 | 35.2864062564 |
| 2023-10-01 | 35.2041146933 |
| 2023-11-01 | 35.0966758032 |
| 2023-12-01 | 34.8854443412 |
| 2024-01-01 | 35.4676086417 |
| 2024-02-01 | 35.1556529626 |
| 2024-03-01 | 35.0310638585 |
| 2024-04-01 | 34.9538026920 |
| 2024-05-01 | 35.0689565749 |
| 2024-06-01 | 35.2546666069 |
| 2024-07-01 | 34.8579339745 |
| 2024-08-01 | 34.8239854395 |
| 2024-09-01 | 34.9441632691 |
| 2024-10-01 | 35.0144825112 |
| 2024-11-01 | 35.1357533518 |
| 2024-12-01 | 35.1910019020 |
| 2025-01-01 | 35.0615371933 |
| 2025-02-01 | 35.2598332745 |
| 2025-03-01 | 35.2720535896 |
| 2025-04-01 | 35.2653705586 |
| 2025-05-01 | 35.2605227772 |
| 2025-06-01 | 35.4171984220 |
| 2025-07-01 | 35.3570539415 |
| 2025-08-01 | 35.5166895585 |
| 2025-09-01 | 35.4088084260 |
| 2025-10-01 | 35.2157869747 |
| 2025-11-01 | 35.0504003237 |
| 2025-12-01 | 35.0023777419 |
| 2026-01-01 | 35.0652410953 |
| 2026-02-01 | 34.8666921855 |
| 2026-03-01 | 34.7981063379 |
| 2026-04-01 | 34.8755164596 |
| 2026-05-01 | 34.8619906081 |
| 2026-06-01 | 34.9007181862 |
| 2026-07-01 | 35.0532248415 |
| 2026-08-01 | 34.7998905308 |
| 2026-09-01 | 34.7851607532 |