Title: All Employees: Private Service Providing in Little Rock-North Little Rock-Conway, AR (MSA) Series ID: SMU05307800800000001SA 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 6:03 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/SMU05307800800000001). 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 1990-01-01 162.09268355351801 1990-02-01 161.86315626007700 1990-03-01 162.66435875818100 1990-04-01 162.79226171351800 1990-05-01 163.20960226471900 1990-06-01 163.22766041217900 1990-07-01 163.29388334398100 1990-08-01 164.64447154663500 1990-09-01 163.76461904827200 1990-10-01 163.52280257488600 1990-11-01 164.52341417717000 1990-12-01 164.60898587021000 1991-01-01 163.92807090222700 1991-02-01 164.68865433021800 1991-03-01 165.23793963533700 1991-04-01 164.35257822146000 1991-05-01 164.81283392636100 1991-06-01 165.54516318190701 1991-07-01 165.66561107058700 1991-08-01 166.46297718847100 1991-09-01 166.13439119196102 1991-10-01 166.44558606709600 1991-11-01 166.35774442019300 1991-12-01 166.93907278013900 1992-01-01 167.94492764460600 1992-02-01 168.39523785944200 1992-03-01 168.79252612299800 1992-04-01 169.74856203219500 1992-05-01 170.35574093802998 1992-06-01 170.41909642051598 1992-07-01 170.96647018161300 1992-08-01 171.17089572470698 1992-09-01 171.98912750638002 1992-10-01 172.65485673732900 1992-11-01 172.42290371994500 1992-12-01 172.61730156653300 1993-01-01 173.67683165756900 1993-02-01 174.05643905373900 1993-03-01 173.84166996077900 1993-04-01 174.86580403976100 1993-05-01 174.85788834780800 1993-06-01 175.51170298170200 1993-07-01 176.02386977754298 1993-08-01 176.10510041344898 1993-09-01 176.05142398896098 1993-10-01 178.19617548394902 1993-11-01 178.14107602153703 1993-12-01 179.03946297326303 1994-01-01 178.91965833059600 1994-02-01 177.91871607426899 1994-03-01 179.39768698704800 1994-04-01 181.12397769996400 1994-05-01 181.65134359075802 1994-06-01 181.88982969514402 1994-07-01 183.54834771266300 1994-08-01 183.59050673741902 1994-09-01 184.66021304684700 1994-10-01 184.12194701258701 1994-11-01 185.05775075292800 1994-12-01 185.28653059590000 1995-01-01 185.64447277970600 1995-02-01 186.69968904268300 1995-03-01 187.55761604257600 1995-04-01 186.98368717394100 1995-05-01 187.09399741003602 1995-06-01 188.70920331471600 1995-07-01 188.38764148728300 1995-08-01 189.50094146725500 1995-09-01 189.92061350150800 1995-10-01 190.45217180041598 1995-11-01 191.71011650886600 1995-12-01 191.95213311660598 1996-01-01 192.54844928887798 1996-02-01 192.68979171840900 1996-03-01 193.08429692362301 1996-04-01 193.07720199876200 1996-05-01 194.31203200960000 1996-06-01 195.80490725083402 1996-07-01 193.90502854521600 1996-08-01 194.81246236163503 1996-09-01 195.24327112109200 1996-10-01 195.45874965273498 1996-11-01 195.85773567772100 1996-12-01 196.17323837006700 1997-01-01 195.45402277517400 1997-02-01 196.10998426157002 1997-03-01 197.46942924434300 1997-04-01 197.92677152722500 1997-05-01 198.75131259593700 1997-06-01 198.16757565423100 1997-07-01 199.03755356190600 1997-08-01 200.36595012300398 1997-09-01 200.44607223961498 1997-10-01 202.22161047694098 1997-11-01 200.86399400878398 1997-12-01 202.48296109464698 1998-01-01 202.60400221935300 1998-02-01 202.81254973268298 1998-03-01 202.77441468583500 1998-04-01 203.73150442900100 1998-05-01 204.06034319877898 1998-06-01 204.41662190855800 1998-07-01 204.38040323761400 1998-08-01 204.31191139825400 1998-09-01 204.46081219865897 1998-10-01 205.09999292603200 1998-11-01 204.80836062146702 1998-12-01 204.97080796017602 1999-01-01 206.08435553255100 1999-02-01 206.76735324655400 1999-03-01 206.95090683820300 1999-04-01 206.88904903699800 1999-05-01 206.84823613487498 1999-06-01 207.56632045244800 1999-07-01 208.57163581366100 1999-08-01 208.38360184525300 1999-09-01 209.37810417131502 1999-10-01 209.49898293568200 1999-11-01 210.97306041290600 1999-12-01 211.89925934187698 2000-01-01 211.84508747177298 2000-02-01 211.30232719737400 2000-03-01 211.28299831317900 2000-04-01 211.37597844502400 2000-05-01 210.90702364828500 2000-06-01 211.19694265247200 2000-07-01 211.29424552029400 2000-08-01 211.54081738330100 2000-09-01 211.44941768574600 2000-10-01 212.24366416840698 2000-11-01 211.31373189423400 2000-12-01 210.68465565720500 2001-01-01 216.19260625344398 2001-02-01 216.60023004694600 2001-03-01 216.23143327807202 2001-04-01 215.83839713928200 2001-05-01 215.46306094572300 2001-06-01 215.61510174796800 2001-07-01 215.48607125828100 2001-08-01 215.27438560969600 2001-09-01 214.20796309371000 2001-10-01 213.79464220546700 2001-11-01 213.68434218018700 2001-12-01 212.90655655116800 2002-01-01 212.68289727050900 2002-02-01 212.70917578287900 2002-03-01 213.20841281876600 2002-04-01 213.29663228477200 2002-05-01 214.03018619177800 2002-06-01 214.09655768535900 2002-07-01 213.63688993670800 2002-08-01 213.44774004513303 2002-09-01 214.33277648668500 2002-10-01 214.38350548672000 2002-11-01 214.48914082041900 2002-12-01 215.07227296733400 2003-01-01 215.47494194162900 2003-02-01 215.53219875118600 2003-03-01 215.48149240542400 2003-04-01 215.70192648212500 2003-05-01 216.46400659736700 2003-06-01 216.08967905304402 2003-07-01 216.23471556022100 2003-08-01 218.57166100637298 2003-09-01 219.10119738611800 2003-10-01 219.67870305664700 2003-11-01 219.57359415748402 2003-12-01 220.30215545056598 2004-01-01 220.86248418535800 2004-02-01 221.14425682654700 2004-03-01 221.22424284257700 2004-04-01 221.40376158911099 2004-05-01 221.22647966850500 2004-06-01 221.65063046181400 2004-07-01 222.52724374307098 2004-08-01 223.35401111601700 2004-09-01 222.99242782622298 2004-10-01 223.43926173898200 2004-11-01 223.81779900028000 2004-12-01 224.25510838592098 2005-01-01 223.25102065411200 2005-02-01 224.30468662729402 2005-03-01 224.51661390202800 2005-04-01 225.60502238146802 2005-05-01 226.04559552876597 2005-06-01 226.32511012838300 2005-07-01 226.76095163171600 2005-08-01 226.31463645015000 2005-09-01 227.19728104839600 2005-10-01 226.78835289714502 2005-11-01 228.35941565715000 2005-12-01 229.15666167334800 2006-01-01 229.60566193487998 2006-02-01 230.24569107405998 2006-03-01 231.46112225959400 2006-04-01 231.76779662906700 2006-05-01 231.79366909377103 2006-06-01 232.20159259883700 2006-07-01 231.56172566312900 2006-08-01 231.43417147621898 2006-09-01 232.09511761691897 2006-10-01 232.81283732499400 2006-11-01 233.19327065724000 2006-12-01 233.79774647774101 2007-01-01 234.08639090514000 2007-02-01 234.06096132063800 2007-03-01 234.42683721564900 2007-04-01 234.29852776637400 2007-05-01 234.65814400115200 2007-06-01 235.60929092579000 2007-07-01 235.85373910915300 2007-08-01 236.25652052732500 2007-09-01 236.58501777921902 2007-10-01 236.09276421478000 2007-11-01 236.26818071636700 2007-12-01 236.64668683529598 2008-01-01 238.11200929049500 2008-02-01 238.48337692114399 2008-03-01 237.80125187129502 2008-04-01 237.57744151882300 2008-05-01 237.63049595026501 2008-06-01 236.77711610060000 2008-07-01 236.82256525598598 2008-08-01 237.14475420427700 2008-09-01 237.09668595320400 2008-10-01 236.04930520016900 2008-11-01 235.43414864316898 2008-12-01 234.22533940771302 2009-01-01 233.87234474498100 2009-02-01 233.23374191410100 2009-03-01 232.30691980282200 2009-04-01 231.63899454069400 2009-05-01 230.91647100186600 2009-06-01 230.44177068817300 2009-07-01 229.84125275795103 2009-08-01 229.11622756456800 2009-09-01 228.33729426994898 2009-10-01 227.92223432889600 2009-11-01 228.61228355680402 2009-12-01 228.86326982279000 2010-01-01 228.57911111814000 2010-02-01 227.60984274467603 2010-03-01 229.35907566593102 2010-04-01 229.84926862421398 2010-05-01 230.65353341999600 2010-06-01 232.88119647985500 2010-07-01 232.57779438323000 2010-08-01 232.30956647323399 2010-09-01 232.97401355344100 2010-10-01 233.70261528923302 2010-11-01 233.21025417568500 2010-12-01 233.16397442965697 2011-01-01 232.94985373024798 2011-02-01 231.38675468408297 2011-03-01 232.58320463021400 2011-04-01 234.34774282813402 2011-05-01 232.62970719654203 2011-06-01 232.02318802044200 2011-07-01 234.49618778861900 2011-08-01 233.66458167696600 2011-09-01 233.30175721312000 2011-10-01 234.88116390185797 2011-11-01 234.53676155678397 2011-12-01 234.33008868161400 2012-01-01 235.57746025416000 2012-02-01 235.67346065444900 2012-03-01 236.42378680632100 2012-04-01 236.75029031977200 2012-05-01 237.08812302869800 2012-06-01 237.36409365758300 2012-07-01 237.03778771900298 2012-08-01 237.78943900827701 2012-09-01 238.09574626274502 2012-10-01 238.23711425272097 2012-11-01 238.53463614233800 2012-12-01 239.23651823511298 2013-01-01 239.36745344744400 2013-02-01 239.75971427185600 2013-03-01 239.97496196011502 2013-04-01 240.28511598470700 2013-05-01 240.17743716986098 2013-06-01 239.95529258356600 2013-07-01 240.58886608488098 2013-08-01 240.36016342623000 2013-09-01 240.92209218262101 2013-10-01 240.61981495438500 2013-11-01 240.96333653512600 2013-12-01 239.96718311350602 2014-01-01 240.57517206304698 2014-02-01 241.19744536248700 2014-03-01 241.38960451310800 2014-04-01 241.16294214751900 2014-05-01 241.75228849490600 2014-06-01 241.66312167693800 2014-07-01 241.05627483630698 2014-08-01 241.19343732021900 2014-09-01 241.40724900436300 2014-10-01 242.13349462713100 2014-11-01 242.37456943621100 2014-12-01 242.69681537418000 2015-01-01 242.65439907273202 2015-02-01 242.73547294490000 2015-03-01 241.50156230100600 2015-04-01 244.11503614028800 2015-05-01 244.99667514604099 2015-06-01 245.25552882870800 2015-07-01 245.78263815595798 2015-08-01 246.31350304795700 2015-09-01 246.60339238179300 2015-10-01 246.68952521828098 2015-11-01 247.49422454398498 2015-12-01 248.13947678839800 2016-01-01 248.07551269116700 2016-02-01 248.35926321029999 2016-03-01 248.73087022861700 2016-04-01 249.32220682832298 2016-05-01 249.02972426075900 2016-06-01 249.63069063763500 2016-07-01 250.70430901428003 2016-08-01 251.20622714905602 2016-09-01 252.02756836596600 2016-10-01 251.68294371149898 2016-11-01 251.49895459842500 2016-12-01 252.05642250210400 2017-01-01 252.35393078358200 2017-02-01 253.12873214143903 2017-03-01 252.69402224761500 2017-04-01 253.56866029483400 2017-05-01 254.04553260962500 2017-06-01 254.40142497566600 2017-07-01 254.37667498407600 2017-08-01 254.54523835804600 2017-09-01 255.62382631715698 2017-10-01 255.75023758052100 2017-11-01 255.53062315390702 2017-12-01 255.14156185283100 2018-01-01 254.70080278593102 2018-02-01 254.62100112998300 2018-03-01 255.62654654014600 2018-04-01 256.21851452319400 2018-05-01 257.08112326600200 2018-06-01 257.03541672904800 2018-07-01 258.12102450593500 2018-08-01 258.21547226758100 2018-09-01 258.63321857793500 2018-10-01 258.72869036881700 2018-11-01 258.95475095638403 2018-12-01 259.42822320381300 2019-01-01 259.89417766032200 2019-02-01 260.24811562544800 2019-03-01 260.13829558486800 2019-04-01 259.12751156488497 2019-05-01 258.68991696614200 2019-06-01 258.75712902579800 2019-07-01 258.22054748835400 2019-08-01 257.77206978885800 2019-09-01 257.53714971311700 2019-10-01 256.76231794978900 2019-11-01 258.19140192469400 2019-12-01 258.40686165051600 2020-01-01 259.67430142397100 2020-02-01 259.70613673466100 2020-03-01 258.48681867062000 2020-04-01 225.85622824270200 2020-05-01 234.24899087761798 2020-06-01 241.37314830290902 2020-07-01 244.04361254584703 2020-08-01 246.55887909214100 2020-09-01 247.33060336536600 2020-10-01 250.23503025448798 2020-11-01 252.04224302082700 2020-12-01 251.95261553103400 2021-01-01 254.12513385732498 2021-02-01 252.65235372748200 2021-03-01 255.70389551136300 2021-04-01 257.26753567024100 2021-05-01 258.49523824797797 2021-06-01 259.66324446416100 2021-07-01 260.08107170201500 2021-08-01 261.72668772626497 2021-09-01 261.33085906720600 2021-10-01 265.08966650276100 2021-11-01 265.96655206525300 2021-12-01 267.52063695642600 2022-01-01 267.70685916345100 2022-02-01 270.09622506892000 2022-03-01 269.74658352916197 2022-04-01 271.22134709346000 2022-05-01 271.56223782735196 2022-06-01 272.47982152521700 2022-07-01 273.85092920605500 2022-08-01 274.24876094704000 2022-09-01 275.06304648047900 2022-10-01 274.80273140710900 2022-11-01 275.77622074056300 2022-12-01 276.33842876624800 2023-01-01 277.28129178654700 2023-02-01 277.54605681407100 2023-03-01 278.25838366715100 2023-04-01 278.03030145983600 2023-05-01 278.69548180433200 2023-06-01 278.69268108594300 2023-07-01 278.97982073408500 2023-08-01 278.66487786434396 2023-09-01 279.38300381757300 2023-10-01 278.77541262203600 2023-11-01 277.87623179972900 2023-12-01 279.10222741774800 2024-01-01 280.13331403529400 2024-02-01 280.24945127385297 2024-03-01 281.83534675664004