Title: All Employees: Private Service Providing in Grand Rapids-Wyoming, MI (MSA) Series ID: SMU26243400800000001SA 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 2024-03-01 Last Updated: 2024-04-20 5:29 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 (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. 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 (https://fred.stlouisfed.org/series/SMU26243400800000001). 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 1990-01-01 216.54679759842702 1990-02-01 218.79995187781600 1990-03-01 219.38969491916401 1990-04-01 216.66077738835500 1990-05-01 217.35883906769700 1990-06-01 219.02824852698000 1990-07-01 218.22313741296600 1990-08-01 219.54995296455502 1990-09-01 220.41926679944999 1990-10-01 219.68646972344400 1990-11-01 220.48734931923500 1990-12-01 221.17141432585998 1991-01-01 221.60549478113998 1991-02-01 220.94363049512700 1991-03-01 221.10386666921102 1991-04-01 219.85554029817800 1991-05-01 220.57572432005400 1991-06-01 220.21086690154000 1991-07-01 220.88315705832100 1991-08-01 221.38879605114900 1991-09-01 221.47237589130100 1991-10-01 222.69530734545899 1991-11-01 224.56733797246200 1991-12-01 223.97102878164900 1992-01-01 223.45903045775300 1992-02-01 224.52237766039200 1992-03-01 225.02022941809102 1992-04-01 227.03154293979700 1992-05-01 227.75766751174098 1992-06-01 228.50093126471400 1992-07-01 228.91151603361303 1992-08-01 228.55685884759900 1992-09-01 228.29316327429600 1992-10-01 230.36375895298198 1992-11-01 230.82725132340800 1992-12-01 230.92873602386700 1993-01-01 232.36348929891602 1993-02-01 232.80791394945098 1993-03-01 233.04819273146200 1993-04-01 236.30616936210300 1993-05-01 237.51901511881600 1993-06-01 237.96812036751800 1993-07-01 238.66247182928000 1993-08-01 239.06475441298198 1993-09-01 241.19697946877300 1993-10-01 246.23264422209500 1993-11-01 246.63537534052102 1993-12-01 247.66234154446700 1994-01-01 249.07756596973500 1994-02-01 249.84282165677800 1994-03-01 250.02310529023600 1994-04-01 250.56600322155998 1994-05-01 251.00047537368600 1994-06-01 252.97241776930300 1994-07-01 254.95638089750200 1994-08-01 256.34333726080600 1994-09-01 258.75157973971800 1994-10-01 257.29644298303600 1994-11-01 258.37324572653400 1994-12-01 258.89077654198800 1995-01-01 259.48184829718700 1995-02-01 260.93291650581200 1995-03-01 262.00491864557597 1995-04-01 263.30796615982400 1995-05-01 263.85125804931596 1995-06-01 264.10489173019700 1995-07-01 265.17458512046400 1995-08-01 266.20612785640600 1995-09-01 266.70119645234400 1995-10-01 266.40863603526697 1995-11-01 267.20430008995703 1995-12-01 268.27308321687600 1996-01-01 270.54490195772500 1996-02-01 271.41193417794600 1996-03-01 270.94797448199500 1996-04-01 269.20609686081400 1996-05-01 270.68737497170500 1996-06-01 271.95465028460603 1996-07-01 273.76781735419996 1996-08-01 274.78738116573600 1996-09-01 276.07631515290600 1996-10-01 278.81905610974000 1996-11-01 280.04354525778000 1996-12-01 281.32215437219800 1997-01-01 282.66812378109600 1997-02-01 281.79319027935503 1997-03-01 284.26920350360600 1997-04-01 284.72205502607100 1997-05-01 286.70981483959900 1997-06-01 286.93642128735900 1997-07-01 287.09299738082100 1997-08-01 286.66212231886004 1997-09-01 288.63669577544204 1997-10-01 289.49071788325700 1997-11-01 290.52326462699403 1997-12-01 292.23861853037900 1998-01-01 290.34982864087897 1998-02-01 291.48675766528400 1998-03-01 291.70494677091700 1998-04-01 292.53031225845500 1998-05-01 292.88367311481200 1998-06-01 294.11167200213004 1998-07-01 289.87960346718300 1998-08-01 290.94383563075700 1998-09-01 292.42716551078604 1998-10-01 292.84228311732000 1998-11-01 293.80237851439097 1998-12-01 294.49594133175100 1999-01-01 295.20806465240000 1999-02-01 297.56682386058800 1999-03-01 298.78851611340804 1999-04-01 299.16173458667500 1999-05-01 300.11588737670600 1999-06-01 300.80847738303100 1999-07-01 301.70244062054300 1999-08-01 302.49638791763900 1999-09-01 303.35468576180800 1999-10-01 304.83537124563700 1999-11-01 306.87434869350100 1999-12-01 309.78725959524400 2000-01-01 311.85910567479100 2000-02-01 313.08575694299000 2000-03-01 314.21614352571300 2000-04-01 310.55144778559400 2000-05-01 309.85272212969500 2000-06-01 311.05756602252500 2000-07-01 314.48376797962203 2000-08-01 312.96839451349996 2000-09-01 313.02606867410100 2000-10-01 309.70166486775600 2000-11-01 310.52480077642900 2000-12-01 310.98036791625000 2001-01-01 310.03327913231203 2001-02-01 308.52502480256900 2001-03-01 308.91665205438500 2001-04-01 310.39873792054400 2001-05-01 310.38145141568400 2001-06-01 310.58143173303100 2001-07-01 307.78097138210603 2001-08-01 306.90782284168900 2001-09-01 305.39632054201600 2001-10-01 306.02853617175400 2001-11-01 304.78783999764903 2001-12-01 304.25383404076000 2002-01-01 305.88450547485700 2002-02-01 305.88272373745600 2002-03-01 306.89999938544497 2002-04-01 307.18530595378700 2002-05-01 307.18339053540900 2002-06-01 309.15859641216100 2002-07-01 309.66621234091900 2002-08-01 310.35696917022500 2002-09-01 309.80826265236600 2002-10-01 308.20355232061600 2002-11-01 308.51938496378900 2002-12-01 308.11938309943000 2003-01-01 302.16053038291403 2003-02-01 302.41832287572896 2003-03-01 300.93848906605800 2003-04-01 300.26675070952400 2003-05-01 302.12149648187300 2003-06-01 302.28883508008000 2003-07-01 302.61678387145400 2003-08-01 302.85023569880000 2003-09-01 303.25437681484800 2003-10-01 306.45340412305500 2003-11-01 307.70562816049300 2003-12-01 308.35884681509200 2004-01-01 306.74577197648400 2004-02-01 307.30279601062300 2004-03-01 306.00453174757400 2004-04-01 308.45361746596600 2004-05-01 308.50036583729600 2004-06-01 309.08036228938900 2004-07-01 309.48608026126600 2004-08-01 308.85500883351200 2004-09-01 309.01728266963200 2004-10-01 309.10857934982300 2004-11-01 309.81379750270100 2004-12-01 309.05941934587000 2005-01-01 308.59004586217800 2005-02-01 309.18305238570497 2005-03-01 310.62682996592800 2005-04-01 312.11189627962300 2005-05-01 311.24969677339100 2005-06-01 310.55972854536400 2005-07-01 315.82255266724800 2005-08-01 315.91383006303600 2005-09-01 316.96169763253700 2005-10-01 315.63514376098400 2005-11-01 314.91684738957000 2005-12-01 315.54215729597100 2006-01-01 312.92483843585500 2006-02-01 313.43278436665000 2006-03-01 313.85212932478900 2006-04-01 313.99792615638900 2006-05-01 313.83152843147997 2006-06-01 314.09934653104500 2006-07-01 313.99073416248000 2006-08-01 314.53721255043500 2006-09-01 316.52437210396500 2006-10-01 315.09572711500000 2006-11-01 316.15717622081000 2006-12-01 316.31465119916700 2007-01-01 317.39561768718600 2007-02-01 318.06479512114100 2007-03-01 319.05592940897900 2007-04-01 316.79379076043900 2007-05-01 317.58143822388600 2007-06-01 318.64205229890600 2007-07-01 318.90987348971197 2007-08-01 319.12656276834304 2007-09-01 318.67443137316700 2007-10-01 318.32145061943800 2007-11-01 318.33473222567100 2007-12-01 319.29515445118500 2008-01-01 320.05151867265300 2008-02-01 319.54986079740800 2008-03-01 319.16296148413400 2008-04-01 317.75875889498600 2008-05-01 318.33336366478600 2008-06-01 317.48103244705600 2008-07-01 317.20885555606200 2008-08-01 316.58867937486696 2008-09-01 314.45643721787997 2008-10-01 314.10954513101103 2008-11-01 312.69866068932800 2008-12-01 310.89996340237000 2009-01-01 304.30645696310904 2009-02-01 303.71610009329500 2009-03-01 302.46141368258000 2009-04-01 303.23840235093496 2009-05-01 302.70523416571604 2009-06-01 300.71063851806400 2009-07-01 297.86055584672000 2009-08-01 297.54994690995096 2009-09-01 299.63201444004903 2009-10-01 302.77444641532600 2009-11-01 303.06357226815600 2009-12-01 303.25788508390900 2010-01-01 301.88567142008000 2010-02-01 303.14161280573603 2010-03-01 302.94176158815900 2010-04-01 303.84016321273700 2010-05-01 304.72186248775300 2010-06-01 305.84967663598100 2010-07-01 306.40511731518905 2010-08-01 307.70463025741100 2010-09-01 309.98736012732700 2010-10-01 310.94769248436000 2010-11-01 310.91224338802897 2010-12-01 310.38603266461797 2011-01-01 310.50410175898100 2011-02-01 310.86489575714800 2011-03-01 311.58686221962400 2011-04-01 313.38769849079800 2011-05-01 313.87204723664900 2011-06-01 313.40905088417500 2011-07-01 317.25438103154700 2011-08-01 317.91420232408100 2011-09-01 319.86719211751900 2011-10-01 318.18183507933900 2011-11-01 318.92191888875600 2011-12-01 320.05242702345300 2012-01-01 322.20354467953400 2012-02-01 323.00787639253600 2012-03-01 325.06900199314400 2012-04-01 326.99624472404200 2012-05-01 326.76296850679296 2012-06-01 327.38639267114496 2012-07-01 327.45298923839900 2012-08-01 328.40532512632100 2012-09-01 329.85749881401200 2012-10-01 331.23632812725200 2012-11-01 331.88740740375400 2012-12-01 331.75933098002600 2013-01-01 334.02836288061000 2013-02-01 335.20496183355600 2013-03-01 336.10272854014300 2013-04-01 334.54528125153500 2013-05-01 335.45644723842600 2013-06-01 336.76225899795100 2013-07-01 339.01527976412800 2013-08-01 341.74297345586797 2013-09-01 341.57740763721000 2013-10-01 341.48869679943700 2013-11-01 342.57375515997796 2013-12-01 343.61908436300000 2014-01-01 343.47773633831800 2014-02-01 343.63348270730200 2014-03-01 344.17810575625197 2014-04-01 344.09197250062897 2014-05-01 347.05673906288800 2014-06-01 347.20354940650700 2014-07-01 343.34846510641100 2014-08-01 345.30981130031600 2014-09-01 345.53628068500000 2014-10-01 346.75794154450700 2014-11-01 347.41767433363900 2014-12-01 349.29972245567600 2015-01-01 349.48540353822700 2015-02-01 350.02622582503403 2015-03-01 350.53550090270403 2015-04-01 351.94103080478000 2015-05-01 353.48957978958700 2015-06-01 353.78476446405700 2015-07-01 355.04296437331900 2015-08-01 353.65538016672700 2015-09-01 356.95309075698100 2015-10-01 357.69982069114500 2015-11-01 358.60479818172400 2015-12-01 359.94352239322100 2016-01-01 360.11913568028604 2016-02-01 360.58327543003800 2016-03-01 360.90674101988503 2016-04-01 361.40045588387300 2016-05-01 361.22343427737803 2016-06-01 362.64090942002900 2016-07-01 364.02017449829200 2016-08-01 364.75135765256204 2016-09-01 365.49870253070800 2016-10-01 364.57013037080003 2016-11-01 364.99101533565903 2016-12-01 365.27618032398900 2017-01-01 366.65347129034900 2017-02-01 366.81581585458300 2017-03-01 367.36070780590103 2017-04-01 366.93083064875503 2017-05-01 367.56162681304800 2017-06-01 367.95656400852000 2017-07-01 367.96740045071200 2017-08-01 368.10331306323303 2017-09-01 368.61902232513495 2017-10-01 369.92992389141097 2017-11-01 370.68135283010000 2017-12-01 371.10191177891800 2018-01-01 372.20659607320704 2018-02-01 373.33585837004500 2018-03-01 374.89354667605903 2018-04-01 375.34374693175397 2018-05-01 375.77254384438300 2018-06-01 377.56171015994500 2018-07-01 374.43739585360800 2018-08-01 374.91020313898400 2018-09-01 374.55359588978200 2018-10-01 375.86590447857300 2018-11-01 375.19631244192000 2018-12-01 375.14505671609595 2019-01-01 375.32155046798100 2019-02-01 375.23815325300797 2019-03-01 375.76600491867896 2019-04-01 375.78891364430100 2019-05-01 376.29956848983500 2019-06-01 376.33160390774500 2019-07-01 375.74732850492600 2019-08-01 376.64907716659104 2019-09-01 375.87486740647904 2019-10-01 376.16102450545503 2019-11-01 377.03352683604896 2019-12-01 377.03805974103600 2020-01-01 376.82718616621696 2020-02-01 378.27589751138300 2020-03-01 375.12336950768600 2020-04-01 293.53131052921003 2020-05-01 304.64738519404096 2020-06-01 327.52918349095700 2020-07-01 337.82339403798700 2020-08-01 343.94051967206000 2020-09-01 348.67600819330397 2020-10-01 352.89703346545100 2020-11-01 350.97077055006800 2020-12-01 342.59249505600700 2021-01-01 345.49089839166000 2021-02-01 353.15324421109705 2021-03-01 355.04531933778605 2021-04-01 355.28498104081103 2021-05-01 356.24676482145400 2021-06-01 358.09269970526200 2021-07-01 365.21723850082900 2021-08-01 366.57598360626406 2021-09-01 366.42546577661597 2021-10-01 370.93315606244700 2021-11-01 372.66508345019100 2021-12-01 373.52887185248100 2022-01-01 374.06289967292000 2022-02-01 376.97599371726700 2022-03-01 377.26150239156897 2022-04-01 379.91383415375900 2022-05-01 380.22826474816003 2022-06-01 380.05452308710096 2022-07-01 383.03365028222100 2022-08-01 383.91811644950997 2022-09-01 383.99717671377200 2022-10-01 385.25853496583200 2022-11-01 386.09442296441200 2022-12-01 387.37787117389000 2023-01-01 389.24761742430000 2023-02-01 389.51196761677500 2023-03-01 391.22903962531194 2023-04-01 391.53968139832000 2023-05-01 392.29625073056700 2023-06-01 393.75587780786500 2023-07-01 394.20946213250295 2023-08-01 392.37826492934800 2023-09-01 392.76281651196500 2023-10-01 391.49461007466400 2023-11-01 391.70088789908095 2023-12-01 393.26603990939500 2024-01-01 391.90708805697600 2024-02-01 392.71596905077200 2024-03-01 392.91656254937600