Table Data - All Employees: Leisure and Hospitality in Ann Arbor, MI (MSA)
| Title | All Employees: Leisure and Hospitality in Ann Arbor, MI (MSA) |
|---|---|
| Series ID | ANNA426LEIH |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 9:37 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 | 14.4291424594 |
| 1990-02-01 | 14.7068977124 |
| 1990-03-01 | 14.6069433805 |
| 1990-04-01 | 14.6006617109 |
| 1990-05-01 | 14.7804745424 |
| 1990-06-01 | 14.6575959875 |
| 1990-07-01 | 14.0018489400 |
| 1990-08-01 | 14.4192469853 |
| 1990-09-01 | 14.1424944732 |
| 1990-10-01 | 13.9123804217 |
| 1990-11-01 | 13.8836921733 |
| 1990-12-01 | 13.6667028060 |
| 1991-01-01 | 13.7096837943 |
| 1991-02-01 | 13.5261008132 |
| 1991-03-01 | 13.6276353188 |
| 1991-04-01 | 13.2507614821 |
| 1991-05-01 | 13.5137022920 |
| 1991-06-01 | 13.4516699066 |
| 1991-07-01 | 13.2709117802 |
| 1991-08-01 | 13.4204771278 |
| 1991-09-01 | 13.5693406310 |
| 1991-10-01 | 13.4750905721 |
| 1991-11-01 | 13.5281444234 |
| 1991-12-01 | 13.5690169156 |
| 1992-01-01 | 13.6186333325 |
| 1992-02-01 | 13.5406082106 |
| 1992-03-01 | 13.5688356457 |
| 1992-04-01 | 13.4782046119 |
| 1992-05-01 | 13.3263558977 |
| 1992-06-01 | 13.1207122909 |
| 1992-07-01 | 13.4057988451 |
| 1992-08-01 | 13.4114610123 |
| 1992-09-01 | 13.1064101831 |
| 1992-10-01 | 13.7541348355 |
| 1992-11-01 | 13.7062054638 |
| 1992-12-01 | 13.8010368731 |
| 1993-01-01 | 13.5614710644 |
| 1993-02-01 | 13.4554917278 |
| 1993-03-01 | 13.2267721426 |
| 1993-04-01 | 13.2928933770 |
| 1993-05-01 | 13.0693066213 |
| 1993-06-01 | 13.0524465747 |
| 1993-07-01 | 13.1096430566 |
| 1993-08-01 | 13.0823820525 |
| 1993-09-01 | 12.9519436650 |
| 1993-10-01 | 13.1914536883 |
| 1993-11-01 | 13.0296308971 |
| 1993-12-01 | 13.1764155692 |
| 1994-01-01 | 13.2417615152 |
| 1994-02-01 | 13.7376685856 |
| 1994-03-01 | 13.2414236710 |
| 1994-04-01 | 13.5173825809 |
| 1994-05-01 | 13.6356850458 |
| 1994-06-01 | 13.6567217623 |
| 1994-07-01 | 13.6411297188 |
| 1994-08-01 | 13.6713863921 |
| 1994-09-01 | 13.8035391860 |
| 1994-10-01 | 13.5980664243 |
| 1994-11-01 | 13.6342368637 |
| 1994-12-01 | 13.5603336915 |
| 1995-01-01 | 13.1883754174 |
| 1995-02-01 | 13.5210460895 |
| 1995-03-01 | 13.5167873431 |
| 1995-04-01 | 13.5349796674 |
| 1995-05-01 | 13.5922656637 |
| 1995-06-01 | 13.5798293993 |
| 1995-07-01 | 13.6054926016 |
| 1995-08-01 | 13.4785009258 |
| 1995-09-01 | 13.5862611684 |
| 1995-10-01 | 13.2087301228 |
| 1995-11-01 | 12.9277622148 |
| 1995-12-01 | 13.3353058958 |
| 1996-01-01 | 13.2832965965 |
| 1996-02-01 | 13.4848896726 |
| 1996-03-01 | 13.4473769751 |
| 1996-04-01 | 13.5471311092 |
| 1996-05-01 | 13.5920989168 |
| 1996-06-01 | 13.6341573021 |
| 1996-07-01 | 13.6284946028 |
| 1996-08-01 | 13.7315378566 |
| 1996-09-01 | 13.7662396993 |
| 1996-10-01 | 13.9684583594 |
| 1996-11-01 | 13.9941645864 |
| 1996-12-01 | 14.0811042971 |
| 1997-01-01 | 14.0146979694 |
| 1997-02-01 | 13.9625481432 |
| 1997-03-01 | 13.9918061875 |
| 1997-04-01 | 13.8657583183 |
| 1997-05-01 | 13.8579419840 |
| 1997-06-01 | 13.6142027813 |
| 1997-07-01 | 13.7566436811 |
| 1997-08-01 | 13.7902153783 |
| 1997-09-01 | 13.7218780662 |
| 1997-10-01 | 13.6852067050 |
| 1997-11-01 | 13.7530458699 |
| 1997-12-01 | 13.6099410175 |
| 1998-01-01 | 13.8409358432 |
| 1998-02-01 | 13.7376860474 |
| 1998-03-01 | 13.7567379976 |
| 1998-04-01 | 13.6911924970 |
| 1998-05-01 | 13.6859236125 |
| 1998-06-01 | 13.5986574090 |
| 1998-07-01 | 13.2935926566 |
| 1998-08-01 | 13.3474822549 |
| 1998-09-01 | 13.3313906833 |
| 1998-10-01 | 13.2630732177 |
| 1998-11-01 | 13.1852883769 |
| 1998-12-01 | 13.2114485577 |
| 1999-01-01 | 13.2884853189 |
| 1999-02-01 | 13.4412560371 |
| 1999-03-01 | 13.2531448145 |
| 1999-04-01 | 13.3476103648 |
| 1999-05-01 | 13.3517637317 |
| 1999-06-01 | 13.3917929966 |
| 1999-07-01 | 13.3107837039 |
| 1999-08-01 | 13.2420067878 |
| 1999-09-01 | 13.0152771807 |
| 1999-10-01 | 13.3416066347 |
| 1999-11-01 | 13.2816410591 |
| 1999-12-01 | 13.4197276508 |
| 2000-01-01 | 13.2823952896 |
| 2000-02-01 | 13.3646456367 |
| 2000-03-01 | 13.3595434658 |
| 2000-04-01 | 13.4197462654 |
| 2000-05-01 | 13.3084361589 |
| 2000-06-01 | 13.4045818182 |
| 2000-07-01 | 13.5236272142 |
| 2000-08-01 | 13.5887618551 |
| 2000-09-01 | 13.3948541494 |
| 2000-10-01 | 13.9981982939 |
| 2000-11-01 | 13.8581802688 |
| 2000-12-01 | 13.8431522485 |
| 2001-01-01 | 13.8894816687 |
| 2001-02-01 | 13.8190861108 |
| 2001-03-01 | 13.8932123129 |
| 2001-04-01 | 13.6388354164 |
| 2001-05-01 | 13.8106178189 |
| 2001-06-01 | 13.9073153845 |
| 2001-07-01 | 13.9237722390 |
| 2001-08-01 | 14.0005868970 |
| 2001-09-01 | 13.9672502644 |
| 2001-10-01 | 13.8643535346 |
| 2001-11-01 | 14.0365344545 |
| 2001-12-01 | 13.9861693022 |
| 2002-01-01 | 14.4273907303 |
| 2002-02-01 | 14.2802856960 |
| 2002-03-01 | 14.3548409675 |
| 2002-04-01 | 13.6532270067 |
| 2002-05-01 | 13.5454196055 |
| 2002-06-01 | 13.3850537500 |
| 2002-07-01 | 13.3217680344 |
| 2002-08-01 | 13.2447066304 |
| 2002-09-01 | 13.1420694550 |
| 2002-10-01 | 13.2243077062 |
| 2002-11-01 | 13.0459432962 |
| 2002-12-01 | 13.1076859239 |
| 2003-01-01 | 13.0734751709 |
| 2003-02-01 | 13.0400717938 |
| 2003-03-01 | 13.0485816905 |
| 2003-04-01 | 13.0776212518 |
| 2003-05-01 | 13.2532659201 |
| 2003-06-01 | 13.4189787829 |
| 2003-07-01 | 13.8975433951 |
| 2003-08-01 | 13.8006513539 |
| 2003-09-01 | 13.9182468101 |
| 2003-10-01 | 14.0264192144 |
| 2003-11-01 | 14.1804743115 |
| 2003-12-01 | 14.1234383676 |
| 2004-01-01 | 14.1378048113 |
| 2004-02-01 | 14.1947497780 |
| 2004-03-01 | 14.0179304915 |
| 2004-04-01 | 14.2600921656 |
| 2004-05-01 | 14.3578798021 |
| 2004-06-01 | 14.3431031222 |
| 2004-07-01 | 14.2769852308 |
| 2004-08-01 | 14.2759878506 |
| 2004-09-01 | 14.4063436885 |
| 2004-10-01 | 14.1507146568 |
| 2004-11-01 | 14.4482982366 |
| 2004-12-01 | 14.5295833555 |
| 2005-01-01 | 14.5640145073 |
| 2005-02-01 | 14.6300549600 |
| 2005-03-01 | 14.5576190973 |
| 2005-04-01 | 14.6602308678 |
| 2005-05-01 | 14.6117060717 |
| 2005-06-01 | 14.7748032187 |
| 2005-07-01 | 14.5489807282 |
| 2005-08-01 | 14.4273691884 |
| 2005-09-01 | 14.2916242505 |
| 2005-10-01 | 14.2963267266 |
| 2005-11-01 | 14.2008359926 |
| 2005-12-01 | 14.2465343254 |
| 2006-01-01 | 14.1708624062 |
| 2006-02-01 | 14.1617037097 |
| 2006-03-01 | 14.2605688674 |
| 2006-04-01 | 14.2742280022 |
| 2006-05-01 | 14.1909603017 |
| 2006-06-01 | 14.3254792562 |
| 2006-07-01 | 13.9473680177 |
| 2006-08-01 | 13.9076802650 |
| 2006-09-01 | 13.7635457052 |
| 2006-10-01 | 13.7175886202 |
| 2006-11-01 | 13.6159042659 |
| 2006-12-01 | 13.6422015310 |
| 2007-01-01 | 13.7589089394 |
| 2007-02-01 | 13.7800830634 |
| 2007-03-01 | 13.7752044074 |
| 2007-04-01 | 13.7236588782 |
| 2007-05-01 | 13.7979880672 |
| 2007-06-01 | 14.0014701033 |
| 2007-07-01 | 14.4469987596 |
| 2007-08-01 | 14.2089792348 |
| 2007-09-01 | 14.2371358894 |
| 2007-10-01 | 14.1148692752 |
| 2007-11-01 | 14.1758101450 |
| 2007-12-01 | 14.1228247590 |
| 2008-01-01 | 14.1567535768 |
| 2008-02-01 | 14.1074591734 |
| 2008-03-01 | 13.8914624063 |
| 2008-04-01 | 14.0477903185 |
| 2008-05-01 | 14.0895740306 |
| 2008-06-01 | 14.1085447852 |
| 2008-07-01 | 14.0632620606 |
| 2008-08-01 | 13.9481242421 |
| 2008-09-01 | 14.0479728692 |
| 2008-10-01 | 13.9861502032 |
| 2008-11-01 | 13.9282653180 |
| 2008-12-01 | 13.8830382829 |
| 2009-01-01 | 13.6503870409 |
| 2009-02-01 | 13.5987208526 |
| 2009-03-01 | 13.5998816324 |
| 2009-04-01 | 13.6566977469 |
| 2009-05-01 | 13.7008156551 |
| 2009-06-01 | 13.6420544766 |
| 2009-07-01 | 13.6802468143 |
| 2009-08-01 | 13.6681899314 |
| 2009-09-01 | 13.6935467195 |
| 2009-10-01 | 13.7700245659 |
| 2009-11-01 | 13.7912153842 |
| 2009-12-01 | 13.7567132477 |
| 2010-01-01 | 13.8270221267 |
| 2010-02-01 | 13.7627629714 |
| 2010-03-01 | 13.5719420530 |
| 2010-04-01 | 13.8521884515 |
| 2010-05-01 | 13.8383914453 |
| 2010-06-01 | 13.7710655374 |
| 2010-07-01 | 13.8102120124 |
| 2010-08-01 | 13.8819923335 |
| 2010-09-01 | 13.8589915798 |
| 2010-10-01 | 13.9564110579 |
| 2010-11-01 | 13.9639518347 |
| 2010-12-01 | 13.9331362252 |
| 2011-01-01 | 14.4997965278 |
| 2011-02-01 | 14.3955876062 |
| 2011-03-01 | 14.4372281649 |
| 2011-04-01 | 14.4836761397 |
| 2011-05-01 | 14.5936113057 |
| 2011-06-01 | 14.5784648550 |
| 2011-07-01 | 14.9418294569 |
| 2011-08-01 | 15.0822632075 |
| 2011-09-01 | 15.3979824187 |
| 2011-10-01 | 15.2534590848 |
| 2011-11-01 | 15.4356474328 |
| 2011-12-01 | 15.5110669933 |
| 2012-01-01 | 14.8874310841 |
| 2012-02-01 | 14.9420170854 |
| 2012-03-01 | 15.1091473614 |
| 2012-04-01 | 15.3209043751 |
| 2012-05-01 | 15.1351597177 |
| 2012-06-01 | 15.2843028634 |
| 2012-07-01 | 15.2674854250 |
| 2012-08-01 | 15.2883749000 |
| 2012-09-01 | 15.3321714770 |
| 2012-10-01 | 15.5266207070 |
| 2012-11-01 | 15.6093308542 |
| 2012-12-01 | 15.5718036244 |
| 2013-01-01 | 15.8892512116 |
| 2013-02-01 | 15.6987786970 |
| 2013-03-01 | 15.7068069561 |
| 2013-04-01 | 15.7737123007 |
| 2013-05-01 | 15.9603683588 |
| 2013-06-01 | 16.0114029748 |
| 2013-07-01 | 15.9768636988 |
| 2013-08-01 | 16.0894643800 |
| 2013-09-01 | 16.1262798728 |
| 2013-10-01 | 16.1020262708 |
| 2013-11-01 | 16.1020260579 |
| 2013-12-01 | 16.2225072659 |
| 2014-01-01 | 16.1958839265 |
| 2014-02-01 | 16.3863311822 |
| 2014-03-01 | 16.4002940198 |
| 2014-04-01 | 16.2893496700 |
| 2014-05-01 | 16.4927451534 |
| 2014-06-01 | 16.4681245783 |
| 2014-07-01 | 16.5647329388 |
| 2014-08-01 | 16.6001403335 |
| 2014-09-01 | 16.5252409081 |
| 2014-10-01 | 16.5666089655 |
| 2014-11-01 | 16.5925734719 |
| 2014-12-01 | 16.5916642516 |
| 2015-01-01 | 16.5789255997 |
| 2015-02-01 | 16.5906488578 |
| 2015-03-01 | 16.6036370342 |
| 2015-04-01 | 16.5816283176 |
| 2015-05-01 | 16.6334892224 |
| 2015-06-01 | 16.6099735439 |
| 2015-07-01 | 16.8449263184 |
| 2015-08-01 | 16.9261376519 |
| 2015-09-01 | 17.1148913901 |
| 2015-10-01 | 17.1407997315 |
| 2015-11-01 | 17.1845557950 |
| 2015-12-01 | 17.2885766968 |
| 2016-01-01 | 17.2580996225 |
| 2016-02-01 | 17.2011603439 |
| 2016-03-01 | 17.2992412306 |
| 2016-04-01 | 17.3611106871 |
| 2016-05-01 | 17.3739375116 |
| 2016-06-01 | 17.3138060393 |
| 2016-07-01 | 17.4315151800 |
| 2016-08-01 | 17.3358376170 |
| 2016-09-01 | 17.5334207213 |
| 2016-10-01 | 17.6244867800 |
| 2016-11-01 | 17.8722278896 |
| 2016-12-01 | 17.7142168044 |
| 2017-01-01 | 17.8360725369 |
| 2017-02-01 | 17.9020020749 |
| 2017-03-01 | 17.9111881895 |
| 2017-04-01 | 18.0599646184 |
| 2017-05-01 | 17.9890121630 |
| 2017-06-01 | 17.9820871432 |
| 2017-07-01 | 18.0171609747 |
| 2017-08-01 | 17.9269842537 |
| 2017-09-01 | 17.9499584897 |
| 2017-10-01 | 18.0170198228 |
| 2017-11-01 | 18.0789838222 |
| 2017-12-01 | 18.0414274852 |
| 2018-01-01 | 18.3325199473 |
| 2018-02-01 | 18.2086173870 |
| 2018-03-01 | 18.2195143499 |
| 2018-04-01 | 18.0826613080 |
| 2018-05-01 | 18.0904765323 |
| 2018-06-01 | 18.3468848754 |
| 2018-07-01 | 18.1998110158 |
| 2018-08-01 | 18.3887873339 |
| 2018-09-01 | 18.3341635188 |
| 2018-10-01 | 18.3150886612 |
| 2018-11-01 | 18.3983978938 |
| 2018-12-01 | 18.4733038226 |
| 2019-01-01 | 18.4435465144 |
| 2019-02-01 | 18.4456004404 |
| 2019-03-01 | 18.4549334682 |
| 2019-04-01 | 18.4860368885 |
| 2019-05-01 | 18.5650513235 |
| 2019-06-01 | 18.2296781404 |
| 2019-07-01 | 18.4493309721 |
| 2019-08-01 | 18.3558612007 |
| 2019-09-01 | 18.2994486167 |
| 2019-10-01 | 18.4165129606 |
| 2019-11-01 | 18.3208140165 |
| 2019-12-01 | 18.4072124478 |
| 2020-01-01 | 18.4752426917 |
| 2020-02-01 | 18.4890288091 |
| 2020-03-01 | 17.6962021143 |
| 2020-04-01 | 7.6754591606 |
| 2020-05-01 | 9.0553384424 |
| 2020-06-01 | 11.1993739644 |
| 2020-07-01 | 12.1954587653 |
| 2020-08-01 | 12.6095354956 |
| 2020-09-01 | 12.9552323926 |
| 2020-10-01 | 13.5392781781 |
| 2020-11-01 | 13.2369710311 |
| 2020-12-01 | 10.8566923815 |
| 2021-01-01 | 11.1202201369 |
| 2021-02-01 | 12.8270531760 |
| 2021-03-01 | 13.2309122531 |
| 2021-04-01 | 13.4445526643 |
| 2021-05-01 | 13.6456953537 |
| 2021-06-01 | 14.0445494224 |
| 2021-07-01 | 14.9564979165 |
| 2021-08-01 | 15.0550703775 |
| 2021-09-01 | 14.8486865573 |
| 2021-10-01 | 15.1715670150 |
| 2021-11-01 | 15.3705674831 |
| 2021-12-01 | 15.4911586246 |
| 2022-01-01 | 15.4682473494 |
| 2022-02-01 | 15.6345227744 |
| 2022-03-01 | 15.6237666693 |
| 2022-04-01 | 15.8194919470 |
| 2022-05-01 | 15.9555728862 |
| 2022-06-01 | 16.0889699358 |
| 2022-07-01 | 16.2582989946 |
| 2022-08-01 | 16.3076706554 |
| 2022-09-01 | 16.3450727302 |
| 2022-10-01 | 16.4905130094 |
| 2022-11-01 | 16.6155769117 |
| 2022-12-01 | 16.5176506738 |
| 2023-01-01 | 16.7787902307 |
| 2023-02-01 | 16.8535952629 |
| 2023-03-01 | 16.9882790695 |
| 2023-04-01 | 17.0125628399 |
| 2023-05-01 | 16.9492905655 |
| 2023-06-01 | 17.0512123042 |
| 2023-07-01 | 16.8809270010 |
| 2023-08-01 | 16.9887008620 |
| 2023-09-01 | 16.9493532060 |
| 2023-10-01 | 16.9028205564 |
| 2023-11-01 | 16.7608486490 |
| 2023-12-01 | 16.8021821476 |
| 2024-01-01 | 16.7515572555 |
| 2024-02-01 | 16.8537272334 |
| 2024-03-01 | 16.8769361097 |
| 2024-04-01 | 16.8374444459 |
| 2024-05-01 | 16.7509227935 |
| 2024-06-01 | 16.6506837420 |
| 2024-07-01 | 16.6800825985 |
| 2024-08-01 | 16.6887067607 |
| 2024-09-01 | 16.8524812081 |
| 2024-10-01 | 16.7149845710 |
| 2024-11-01 | 16.6629471552 |
| 2024-12-01 | 16.6800454221 |
| 2025-01-01 | 16.6962323103 |
| 2025-02-01 | 16.5613550822 |
| 2025-03-01 | 16.6978368512 |
| 2025-04-01 | 16.6888657315 |
| 2025-05-01 | 16.8544988301 |
| 2025-06-01 | 16.8457998891 |
| 2025-07-01 | 16.8529884180 |
| 2025-08-01 | 16.7817056561 |
| 2025-09-01 | 16.5783781754 |
| 2025-10-01 | 16.8384122784 |
| 2025-11-01 | 17.1450694054 |
| 2025-12-01 | 16.9524489138 |
| 2026-01-01 | 16.9567759768 |
| 2026-02-01 | 16.9391508418 |
| 2026-03-01 | 16.7375703365 |
| 2026-04-01 | 16.6308288481 |
| 2026-05-01 | 16.6775784808 |
| 2026-06-01 | 16.7508851147 |
| 2026-07-01 | 17.0173484177 |
| 2026-08-01 | 16.9578962112 |
| 2026-09-01 | 16.5061759034 |