NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Professional and Business Services: Employment Services in Anaheim-Santa Ana-Irvine, CA (MD) Series ID: SMU06112446056130001SA 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 6:01 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/SMU06112446056130001). 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 30.645178916701997 1990-02-01 30.950229478254600 1990-03-01 31.082359607210304 1990-04-01 30.962336334809700 1990-05-01 31.257088236001000 1990-06-01 30.869884428556400 1990-07-01 33.645732643917796 1990-08-01 33.685294379116500 1990-09-01 34.327727248893600 1990-10-01 30.857598009167300 1990-11-01 30.949673137288000 1990-12-01 30.338221453262600 1991-01-01 30.106040493460398 1991-02-01 29.617922976280603 1991-03-01 29.354569228043104 1991-04-01 29.585830932600302 1991-05-01 29.561886224306303 1991-06-01 29.617422051113100 1991-07-01 30.078279463671603 1991-08-01 29.646376270715603 1991-09-01 29.357283290568700 1991-10-01 29.900428100333600 1991-11-01 29.530375469440000 1991-12-01 29.967429566932804 1992-01-01 30.131920192185500 1992-02-01 30.153327120860500 1992-03-01 30.759171176104900 1992-04-01 31.034426061755900 1992-05-01 31.147141365407702 1992-06-01 31.754735500723000 1992-07-01 30.800163530897102 1992-08-01 31.145199914414100 1992-09-01 31.230508809864997 1992-10-01 32.929493015108600 1992-11-01 32.574085570129000 1992-12-01 32.656227847457000 1993-01-01 31.571761389590100 1993-02-01 31.377107771382200 1993-03-01 30.526433627019100 1993-04-01 28.576576184010400 1993-05-01 29.281757351613496 1993-06-01 29.008111695488502 1993-07-01 28.672523491196700 1993-08-01 28.763772089467100 1993-09-01 28.828746460896696 1993-10-01 28.122885738931302 1993-11-01 28.087753057648800 1993-12-01 27.894826551958300 1994-01-01 27.349128605560498 1994-02-01 28.096697451670800 1994-03-01 29.078121963918900 1994-04-01 29.025053264143200 1994-05-01 29.276971680916800 1994-06-01 28.852371531334100 1994-07-01 29.811241881184802 1994-08-01 29.492497133679900 1994-09-01 30.194207441588397 1994-10-01 30.618462943594700 1994-11-01 31.092538036288600 1994-12-01 31.501414656156200 1995-01-01 32.805217577045696 1995-02-01 33.492176384062000 1995-03-01 33.890351801285700 1995-04-01 35.485113694182400 1995-05-01 35.770817898451600 1995-06-01 35.439041635982300 1995-07-01 35.381344708861796 1995-08-01 36.087037260552600 1995-09-01 36.234173656744600 1995-10-01 36.004885735707900 1995-11-01 36.197776547388100 1995-12-01 36.298157232286800 1996-01-01 38.530139216292100 1996-02-01 39.280849611983210 1996-03-01 40.298658221306300 1996-04-01 36.299891656050600 1996-05-01 36.400215417222900 1996-06-01 37.755194764461500 1996-07-01 37.303652202888600 1996-08-01 37.768282980010100 1996-09-01 38.075207064179200 1996-10-01 39.105593409745204 1996-11-01 39.683848976188500 1996-12-01 39.713932108770300 1997-01-01 38.947161424742400 1997-02-01 38.628010257178600 1997-03-01 37.946031761675800 1997-04-01 38.027026208881800 1997-05-01 38.703030880302900 1997-06-01 39.516394726964400 1997-07-01 40.012513863889700 1997-08-01 40.661487613862290 1997-09-01 41.325089887693800 1997-10-01 41.799545681970210 1997-11-01 42.109788023737900 1997-12-01 42.709556440446300 1998-01-01 43.974911715786600 1998-02-01 44.236245291896900 1998-03-01 44.253749569976210 1998-04-01 46.256188335019000 1998-05-01 46.399084197388106 1998-06-01 45.763484998966796 1998-07-01 46.742390982205000 1998-08-01 47.661338758021200 1998-09-01 47.329817291876400 1998-10-01 46.789228865484894 1998-11-01 46.730140821101800 1998-12-01 46.611729497089000 1999-01-01 45.912606980210290 1999-02-01 46.644752028424605 1999-03-01 47.580821683229104 1999-04-01 46.620969273098100 1999-05-01 46.577955840222500 1999-06-01 46.690369902739200 1999-07-01 48.586263539942500 1999-08-01 48.383994925382500 1999-09-01 48.767490617537000 1999-10-01 50.762055391202710 1999-11-01 51.108244658638895 1999-12-01 51.201691757925396 2000-01-01 53.143121224385794 2000-02-01 54.292186095651900 2000-03-01 54.889984591639700 2000-04-01 57.562684423585500 2000-05-01 56.582947509560100 2000-06-01 57.168366598271290 2000-07-01 56.070414624820610 2000-08-01 55.543411060162000 2000-09-01 55.830276314424890 2000-10-01 55.592037181607400 2000-11-01 55.868986668243710 2000-12-01 55.425383096829800 2001-01-01 55.467921034466800 2001-02-01 53.900497505894800 2001-03-01 53.438397161606595 2001-04-01 50.993627330857900 2001-05-01 50.945121684476995 2001-06-01 50.785058120968200 2001-07-01 50.522770419591204 2001-08-01 49.946479434942800 2001-09-01 49.796778663934795 2001-10-01 47.680220595962710 2001-11-01 47.329422572149200 2001-12-01 46.738012060212200 2002-01-01 49.628041117275710 2002-02-01 51.160762332880400 2002-03-01 52.119049617507490 2002-04-01 52.292187877496296 2002-05-01 52.940637206769400 2002-06-01 52.850512982556200 2002-07-01 52.663014608984206 2002-08-01 53.779338659474500 2002-09-01 54.722523595542500 2002-10-01 56.380682713589900 2002-11-01 54.550659028116400 2002-12-01 54.688786502370796 2003-01-01 51.326998598068290 2003-02-01 52.507768389821700 2003-03-01 52.820799854115800 2003-04-01 53.582040766137700 2003-05-01 54.273943663867100 2003-06-01 55.555762640055290 2003-07-01 57.252163161563900 2003-08-01 58.262750123636100 2003-09-01 58.195435010879000 2003-10-01 59.763120453520000 2003-11-01 61.779717505598605 2003-12-01 60.451734452682295 2004-01-01 59.279058492288705 2004-02-01 57.733094658355000 2004-03-01 58.241004727546304 2004-04-01 58.010395182844896 2004-05-01 58.372949990748300 2004-06-01 57.996191100136100 2004-07-01 57.999523043062400 2004-08-01 57.430466143535900 2004-09-01 55.740081535909900 2004-10-01 58.439242753507200 2004-11-01 59.371564954513900 2004-12-01 59.400858953925600 2005-01-01 60.456431252264610 2005-02-01 61.136212367550900 2005-03-01 61.044132177753895 2005-04-01 62.203329593432210 2005-05-01 61.608223700628100 2005-06-01 61.845290384687395 2005-07-01 60.865851062366890 2005-08-01 61.071493483379000 2005-09-01 60.514020304827900 2005-10-01 58.998702306843995 2005-11-01 57.582585638152100 2005-12-01 58.322474824906800 2006-01-01 63.031449115170204 2006-02-01 63.846187449895800 2006-03-01 64.951041206230600 2006-04-01 63.566837689006100 2006-05-01 63.601103170701900 2006-06-01 63.868692307118100 2006-07-01 63.973769134616300 2006-08-01 63.497631719613500 2006-09-01 63.429544851515210 2006-10-01 63.960664866403896 2006-11-01 62.227375929587900 2006-12-01 61.170090592840900 2007-01-01 60.575887820379100 2007-02-01 60.381450768374000 2007-03-01 60.388702321770104 2007-04-01 57.520461621997796 2007-05-01 57.210692786706890 2007-06-01 56.621630123435400 2007-07-01 56.645187194825000 2007-08-01 56.052144083100100 2007-09-01 57.051852034339700 2007-10-01 56.460148175486296 2007-11-01 57.162812221068705 2007-12-01 57.227522826800900 2008-01-01 57.139458807398010 2008-02-01 56.392495088263800 2008-03-01 56.108966899050800 2008-04-01 55.307668294046500 2008-05-01 54.147287909701994 2008-06-01 53.268152203465500 2008-07-01 52.923629604489300 2008-08-01 52.364888355326390 2008-09-01 50.452903878624000 2008-10-01 48.806768860147200 2008-11-01 46.717146234423296 2008-12-01 45.101664600232710 2009-01-01 44.773621258754500 2009-02-01 43.545213335834504 2009-03-01 42.783842522363500 2009-04-01 42.350042022009200 2009-05-01 41.966318206223000 2009-06-01 41.646842912788100 2009-07-01 41.019624328963204 2009-08-01 41.128104468017700 2009-09-01 40.547484163876700 2009-10-01 42.491239663877295 2009-11-01 43.074951337111500 2009-12-01 43.708539252009200 2010-01-01 43.861688412899200 2010-02-01 44.120574919612800 2010-03-01 44.402834177518210 2010-04-01 45.982767987837000 2010-05-01 47.213029699338900 2010-06-01 47.347050589284000 2010-07-01 47.226316644880600 2010-08-01 47.441290134214500 2010-09-01 46.889770950467300 2010-10-01 50.298342293784600 2010-11-01 49.283506981651900 2010-12-01 49.249785641490200 2011-01-01 48.807051036828390 2011-02-01 49.062203037447794 2011-03-01 48.451826621243500 2011-04-01 47.900654069791610 2011-05-01 48.120207686897200 2011-06-01 48.448635070855890 2011-07-01 49.723525710040100 2011-08-01 49.746517619205800 2011-09-01 49.622724476494206 2011-10-01 49.755764720435600 2011-11-01 50.080342625796300 2011-12-01 51.215116997643300 2012-01-01 51.079215432406706 2012-02-01 51.959395063567500 2012-03-01 53.274751390537500 2012-04-01 54.119198517204890 2012-05-01 54.823633287662794 2012-06-01 55.187839795717295 2012-07-01 55.195012799774105 2012-08-01 54.983120181815700 2012-09-01 55.474578628876900 2012-10-01 56.238030401569205 2012-11-01 56.132080116343100 2012-12-01 55.892337759055700 2013-01-01 55.472928772477104 2013-02-01 56.077269014897794 2013-03-01 55.645778197156200 2013-04-01 56.098512505784996 2013-05-01 56.280539616190900 2013-06-01 55.972781247704800 2013-07-01 54.118338133337005 2013-08-01 55.358134717955295 2013-09-01 54.514987256872500 2013-10-01 52.719377015875300 2013-11-01 53.632251533226700 2013-12-01 52.043417739055500 2014-01-01 52.913621219913000 2014-02-01 52.733960786744100 2014-03-01 53.701101442379500 2014-04-01 55.055560052634200 2014-05-01 55.380161863965995 2014-06-01 55.362609937829106 2014-07-01 55.411825532775600 2014-08-01 55.113138367651000 2014-09-01 56.345848923977500 2014-10-01 56.927865915500710 2014-11-01 57.166937459993290 2014-12-01 58.225987889056995 2015-01-01 58.042417837464290 2015-02-01 57.239020246963300 2015-03-01 57.574726239067900 2015-04-01 56.934423715770210 2015-05-01 56.575714249642200 2015-06-01 56.882571905782390 2015-07-01 58.503233595603800 2015-08-01 58.499885632812700 2015-09-01 58.525533868713296 2015-10-01 58.399106602465400 2015-11-01 58.037408145209700 2015-12-01 58.525654367113600 2016-01-01 60.234593274775110 2016-02-01 59.727015965095400 2016-03-01 59.283387188886790 2016-04-01 58.968680172736210 2016-05-01 59.240268448490400 2016-06-01 59.619616778718100 2016-07-01 59.624370101310100 2016-08-01 58.885313670907294 2016-09-01 61.590905612011600 2016-10-01 63.910456393548790 2016-11-01 67.125026828886790 2016-12-01 67.331107015730800 2017-01-01 61.815753088417700 2017-02-01 62.293157138437500 2017-03-01 63.155501324080106 2017-04-01 61.780064747971494 2017-05-01 65.155523893455500 2017-06-01 65.837021642184800 2017-07-01 66.595666945849900 2017-08-01 68.758579567716600 2017-09-01 71.539869513908600 2017-10-01 69.065804532819800 2017-11-01 69.368787453219900 2017-12-01 69.985119202055600 2018-01-01 70.505094029232410 2018-02-01 71.448436154007910 2018-03-01 73.348577361116100 2018-04-01 71.983441987121200 2018-05-01 72.323247527552600 2018-06-01 73.013213272582700 2018-07-01 74.301762419083800 2018-08-01 74.618320608845210 2018-09-01 73.972858807050500 2018-10-01 73.356957731043900 2018-11-01 74.138592204257700 2018-12-01 74.852020274944200 2019-01-01 75.742030704442200 2019-02-01 76.724361878088000 2019-03-01 77.295876053541290 2019-04-01 80.106043694792500 2019-05-01 80.905701220359500 2019-06-01 81.040230235462500 2019-07-01 79.790846552893800 2019-08-01 79.132688550245590 2019-09-01 79.953388637535800 2019-10-01 79.268083723741090 2019-11-01 78.873502454579200 2019-12-01 76.396365870537410 2020-01-01 79.074613210611500 2020-02-01 76.061053926688600 2020-03-01 74.720292618705400 2020-04-01 59.362975325979995 2020-05-01 61.898695961036900 2020-06-01 64.378859104068100 2020-07-01 67.756061883551500 2020-08-01 69.344707224158100 2020-09-01 70.533560965942600 2020-10-01 72.028675548870100 2020-11-01 74.259526585887100 2020-12-01 75.132865893401500 2021-01-01 78.945120601444800 2021-02-01 80.283723386921410 2021-03-01 81.861962195737090 2021-04-01 77.368705749321790 2021-05-01 75.947797744967300 2021-06-01 73.861211156076590 2021-07-01 74.496255057566910 2021-08-01 74.163573776070900 2021-09-01 73.336097874402910 2021-10-01 76.227192517952700 2021-11-01 76.176470249937600 2021-12-01 76.809706442767900 2022-01-01 75.301643600914000 2022-02-01 76.472167556479800 2022-03-01 76.987987705224600 2022-04-01 77.825301048328410 2022-05-01 78.255006082062210 2022-06-01 77.257005301550800 2022-07-01 76.502711196023500 2022-08-01 75.448099484925300 2022-09-01 75.248607540703400 2022-10-01 73.717780992556710 2022-11-01 72.780527691357210 2022-12-01 72.139834022715400 2023-01-01 69.704853977021600 2023-02-01 67.427962298140600 2023-03-01 64.986384868161610 2023-04-01 66.357402677289700 2023-05-01 65.548200129202300 2023-06-01 65.411360951881600 2023-07-01 63.364756409497296 2023-08-01 63.110640857323700 2023-09-01 63.010803447349700 2023-10-01 62.146216133774610 2023-11-01 61.186096307481800 2023-12-01 61.640414666850400 2024-01-01 62.508322304272006 2024-02-01 62.883349313576204 2024-03-01 63.805184839274595