Title: Total Quarterly Wages in Ann Arbor, MI (MSA) Series ID: ENUC114630010SA Source: U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis Release: Quarterly Census of Employment and Wages Seasonal Adjustment: Seasonally Adjusted Frequency: Quarterly Units: Dollars Date Range: 1990-01-01 to 2023-07-01 Last Updated: 2024-03-06 11:15 AM CST Notes: Total wages are the wages paid by Unemployment Insurance covered employers during the calendar quarter, regardless of when the services were performed. Included in wages are pay for vacation and other paid leave, bonuses, stock options, tips, the cash val 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. In some cases, the NSA data will be updated but the SA data will not be updated. The reason is usually that the data series has not accumulated enough new seasonal factors to trigger an adjustment.The NSA series can be located here (https://fred.stlouisfed.org/series/ENUC114630010) The FRED team is currently working on a new procedure to replace SA data that has not yet be updated with NSA data that has been updated. 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 1183728569.4141900 1990-04-01 1163426267.7533400 1990-07-01 1162075325.4690200 1990-10-01 1127421943.8369000 1991-01-01 1087301515.5402699 1991-04-01 1133937940.7571700 1991-07-01 1162691339.8004100 1991-10-01 1164844827.6995500 1992-01-01 1212554991.2928698 1992-04-01 1214213201.5222100 1992-07-01 1203675796.0355802 1992-10-01 1284877028.5661700 1993-01-01 1214154269.4944198 1993-04-01 1258979222.3739700 1993-07-01 1265428592.7537300 1993-10-01 1317015624.7265400 1994-01-01 1315168619.9399900 1994-04-01 1322355245.6191700 1994-07-01 1382280153.9048500 1994-10-01 1385567340.7617700 1995-01-01 1388182432.8224700 1995-04-01 1379264513.5232000 1995-07-01 1400464222.9466800 1995-10-01 1398466894.1564400 1996-01-01 1418934660.2704100 1996-04-01 1462329984.8558200 1996-07-01 1463950617.9919900 1996-10-01 1475975900.8451500 1997-01-01 1554845715.9627700 1997-04-01 1547364924.8425000 1997-07-01 1592513482.3399400 1997-10-01 1627122481.3005100 1998-01-01 1643922277.7734900 1998-04-01 1670185694.2046402 1998-07-01 1700061701.9062000 1998-10-01 1772534708.4162898 1999-01-01 1737507571.7754700 1999-04-01 1778997874.7086700 1999-07-01 1622931994.4129100 1999-10-01 1938107238.5431898 2000-01-01 2040309239.6606500 2000-04-01 1967173427.8436801 2000-07-01 1924229201.6954900 2000-10-01 1934460330.0525103 2001-01-01 1958840561.6268900 2001-04-01 1981911694.5177000 2001-07-01 1955179481.3215500 2001-10-01 1971707710.0099100 2002-01-01 2016280283.9394398 2002-04-01 2069158889.7818198 2002-07-01 2082681763.1953897 2002-10-01 2091902462.7972000 2003-01-01 2083391597.5644898 2003-04-01 2102439472.6480200 2003-07-01 2124434615.8823898 2003-10-01 2161975474.6372400 2004-01-01 2169440427.6657200 2004-04-01 2156439675.3650103 2004-07-01 2167140681.1452500 2004-10-01 2240675932.4944897 2005-01-01 2153623118.6775500 2005-04-01 2237106728.1446600 2005-07-01 2274775622.8638396 2005-10-01 2255203914.0146200 2006-01-01 2284107434.7244100 2006-04-01 2285831703.6603603 2006-07-01 2287177560.1030397 2006-10-01 2265432670.5868200 2007-01-01 2390767354.1617303 2007-04-01 2377746442.5454900 2007-07-01 2344240228.3723700 2007-10-01 2308343449.1428103 2008-01-01 2302615326.2842803 2008-04-01 2278553539.9209600 2008-07-01 2290236773.6091700 2008-10-01 2271698342.6575900 2009-01-01 2215658069.0325303 2009-04-01 2197255387.7835400 2009-07-01 2218693843.5984200 2009-10-01 2225409066.7297600 2010-01-01 2221058583.4232397 2010-04-01 2268764416.3047000 2010-07-01 2320905276.9591500 2010-10-01 2414213651.9081900 2011-01-01 2286378784.5424200 2011-04-01 2372256327.5636600 2011-07-01 2382629198.1107000 2011-10-01 2382982513.1378200 2012-01-01 2449092575.6978500 2012-04-01 2476838715.0115400 2012-07-01 2466397298.8818300 2012-10-01 2535960567.0632000 2013-01-01 2547440887.1521200 2013-04-01 2550831102.3780603 2013-07-01 2562152035.6570200 2013-10-01 2569941909.0721000 2014-01-01 2583074446.7286400 2014-04-01 2620473456.5155600 2014-07-01 2661815107.4869103 2014-10-01 2707620651.8177200 2015-01-01 2719094583.2972500 2015-04-01 2755596113.5761700 2015-07-01 2777173919.4121600 2015-10-01 2886312390.0515200 2016-01-01 2793642193.1373400 2016-04-01 2906599625.5858300 2016-07-01 2958719499.6464896 2016-10-01 2913027898.4788604 2017-01-01 3006880999.6364000 2017-04-01 3019993347.9440700 2017-07-01 3029768430.9240103 2017-10-01 3077967170.3059100 2018-01-01 3113051692.1521397 2018-04-01 3151540159.4149400 2018-07-01 3184669999.1859303 2018-10-01 3217945318.4610700 2019-01-01 3286409248.8585300 2019-04-01 3328291419.8589897 2019-07-01 3388505603.0271500 2019-10-01 3369480215.6371900 2020-01-01 3456586346.7538100 2020-04-01 3118588510.7921700 2020-07-01 3346482230.9056300 2020-10-01 3480562347.5446400 2021-01-01 3372746969.0398397 2021-04-01 3472250884.5360000 2021-07-01 3556193131.2712100 2021-10-01 3657802608.2324900 2022-01-01 3614931464.0751100 2022-04-01 3683877683.2995896 2022-07-01 3830183774.3554100 2022-10-01 3648071785.0894400 2023-01-01 3809379927.9082800 2023-04-01 3822421014.5630200 2023-07-01 3851987695.3459000