Table Data - All Employees: Professional and Business Services: Employment Services in Dallas-Plano-Irving, TX (MD)
| Title | All Employees: Professional and Business Services: Employment Services in Dallas-Plano-Irving, TX (MD) |
|---|---|
| Series ID | SMU48191246056130001SA |
| 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 2026-03-01 |
| Last Updated | 2026-05-07 9:39 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 | 30.3260940303801 |
| 1990-02-01 | 30.8357536664710 |
| 1990-03-01 | 30.6810914461416 |
| 1990-04-01 | 29.5931974174078 |
| 1990-05-01 | 30.0478410124363 |
| 1990-06-01 | 30.9871053704854 |
| 1990-07-01 | 31.9793609481476 |
| 1990-08-01 | 33.2285528829323 |
| 1990-09-01 | 34.1335314987508 |
| 1990-10-01 | 34.1640925769418 |
| 1990-11-01 | 35.4513562813980 |
| 1990-12-01 | 36.7381195291684 |
| 1991-01-01 | 32.8623233621525 |
| 1991-02-01 | 32.1466944793837 |
| 1991-03-01 | 32.5826753198201 |
| 1991-04-01 | 32.1372975503264 |
| 1991-05-01 | 32.4371183191402 |
| 1991-06-01 | 32.1445928127579 |
| 1991-07-01 | 31.9731360673096 |
| 1991-08-01 | 32.1836691967750 |
| 1991-09-01 | 32.0149451514467 |
| 1991-10-01 | 32.5065097405417 |
| 1991-11-01 | 32.3107764845440 |
| 1991-12-01 | 32.1195616550310 |
| 1992-01-01 | 32.4889642466387 |
| 1992-02-01 | 32.9366001425038 |
| 1992-03-01 | 33.2525522696033 |
| 1992-04-01 | 34.0695510054802 |
| 1992-05-01 | 34.8449396677911 |
| 1992-06-01 | 35.0498532975418 |
| 1992-07-01 | 35.4384332217624 |
| 1992-08-01 | 35.3694076896391 |
| 1992-09-01 | 36.2859152049551 |
| 1992-10-01 | 36.7561415897219 |
| 1992-11-01 | 36.8181068357680 |
| 1992-12-01 | 36.8007098388133 |
| 1993-01-01 | 36.0380712900139 |
| 1993-02-01 | 37.2024141879834 |
| 1993-03-01 | 37.3474560340855 |
| 1993-04-01 | 38.0977189448585 |
| 1993-05-01 | 38.2853808499468 |
| 1993-06-01 | 39.1280818534359 |
| 1993-07-01 | 40.5148932854080 |
| 1993-08-01 | 41.1058732633612 |
| 1993-09-01 | 40.7865638359548 |
| 1993-10-01 | 41.0055846431944 |
| 1993-11-01 | 41.4843172361338 |
| 1993-12-01 | 41.8782772718468 |
| 1994-01-01 | 41.9568647128855 |
| 1994-02-01 | 40.9220409894604 |
| 1994-03-01 | 42.0311275499627 |
| 1994-04-01 | 43.3990534077481 |
| 1994-05-01 | 41.9875308868994 |
| 1994-06-01 | 42.2466131168890 |
| 1994-07-01 | 47.1208286914187 |
| 1994-08-01 | 46.9704750389469 |
| 1994-09-01 | 47.9286968133300 |
| 1994-10-01 | 45.3143366654059 |
| 1994-11-01 | 45.9191999375587 |
| 1994-12-01 | 46.2429150876660 |
| 1995-01-01 | 46.3896944650651 |
| 1995-02-01 | 46.1130473827809 |
| 1995-03-01 | 46.7142074750425 |
| 1995-04-01 | 46.2412645440124 |
| 1995-05-01 | 46.4978720471525 |
| 1995-06-01 | 46.5433579022915 |
| 1995-07-01 | 46.4115976653694 |
| 1995-08-01 | 46.9175184807727 |
| 1995-09-01 | 47.3473378761766 |
| 1995-10-01 | 47.7362795044459 |
| 1995-11-01 | 48.6615699873165 |
| 1995-12-01 | 48.7154988619354 |
| 1996-01-01 | 48.5817768739280 |
| 1996-02-01 | 48.7182906945027 |
| 1996-03-01 | 48.3916673975799 |
| 1996-04-01 | 48.8816468852807 |
| 1996-05-01 | 49.3190373531098 |
| 1996-06-01 | 49.3375847554860 |
| 1996-07-01 | 50.2296462551285 |
| 1996-08-01 | 50.6314281391537 |
| 1996-09-01 | 51.0976802868303 |
| 1996-10-01 | 51.6118043415007 |
| 1996-11-01 | 52.1731355821760 |
| 1996-12-01 | 52.2103806732466 |
| 1997-01-01 | 55.7742351316146 |
| 1997-02-01 | 55.7893423255110 |
| 1997-03-01 | 56.8514219205885 |
| 1997-04-01 | 57.5058425087703 |
| 1997-05-01 | 58.0326607969971 |
| 1997-06-01 | 57.9386840206904 |
| 1997-07-01 | 58.2185420908289 |
| 1997-08-01 | 58.9836970237329 |
| 1997-09-01 | 59.4906621276103 |
| 1997-10-01 | 60.4307536588014 |
| 1997-11-01 | 61.1659093594661 |
| 1997-12-01 | 61.7256875544792 |
| 1998-01-01 | 64.7863046091231 |
| 1998-02-01 | 63.6229492985560 |
| 1998-03-01 | 63.9172830541957 |
| 1998-04-01 | 63.9624060147435 |
| 1998-05-01 | 64.2873003365877 |
| 1998-06-01 | 65.1288621098988 |
| 1998-07-01 | 65.7873452752284 |
| 1998-08-01 | 66.0378968789322 |
| 1998-09-01 | 64.5526976806702 |
| 1998-10-01 | 67.9331895801126 |
| 1998-11-01 | 68.0646767694757 |
| 1998-12-01 | 68.2928690989320 |
| 1999-01-01 | 68.1755871606232 |
| 1999-02-01 | 68.6954502657241 |
| 1999-03-01 | 69.5944472198418 |
| 1999-04-01 | 70.5583361683303 |
| 1999-05-01 | 70.3554573883703 |
| 1999-06-01 | 71.5693926492529 |
| 1999-07-01 | 71.4347621185594 |
| 1999-08-01 | 71.4717754016805 |
| 1999-09-01 | 69.9126430991633 |
| 1999-10-01 | 72.8940147308554 |
| 1999-11-01 | 73.7330939731775 |
| 1999-12-01 | 74.6620054800970 |
| 2000-01-01 | 79.2278401145645 |
| 2000-02-01 | 78.5179479678954 |
| 2000-03-01 | 79.2368308110879 |
| 2000-04-01 | 80.2698336671120 |
| 2000-05-01 | 80.8127729911992 |
| 2000-06-01 | 81.7452651802184 |
| 2000-07-01 | 80.8102349050976 |
| 2000-08-01 | 80.7020652797032 |
| 2000-09-01 | 80.7115347858040 |
| 2000-10-01 | 79.9954711873344 |
| 2000-11-01 | 79.9748725540578 |
| 2000-12-01 | 79.1646387428775 |
| 2001-01-01 | 77.8334476498123 |
| 2001-02-01 | 75.6950319219680 |
| 2001-03-01 | 74.2319115446957 |
| 2001-04-01 | 71.4125264472502 |
| 2001-05-01 | 70.0577451477574 |
| 2001-06-01 | 67.8997161236264 |
| 2001-07-01 | 67.0655308829324 |
| 2001-08-01 | 66.1211153758520 |
| 2001-09-01 | 64.5539911299391 |
| 2001-10-01 | 61.1487977767142 |
| 2001-11-01 | 61.0409594283382 |
| 2001-12-01 | 60.9867970822915 |
| 2002-01-01 | 59.2494864096910 |
| 2002-02-01 | 58.5208946036190 |
| 2002-03-01 | 58.5457428529881 |
| 2002-04-01 | 59.8719454998304 |
| 2002-05-01 | 60.6314615389006 |
| 2002-06-01 | 60.6858709416758 |
| 2002-07-01 | 61.3072494489244 |
| 2002-08-01 | 62.4178346793048 |
| 2002-09-01 | 61.6535300404623 |
| 2002-10-01 | 61.6411133018180 |
| 2002-11-01 | 61.1977308251275 |
| 2002-12-01 | 60.2176822892058 |
| 2003-01-01 | 59.6057509675411 |
| 2003-02-01 | 59.1588630926951 |
| 2003-03-01 | 59.0287268977850 |
| 2003-04-01 | 59.0910816655503 |
| 2003-05-01 | 59.2432923883505 |
| 2003-06-01 | 59.7935118067331 |
| 2003-07-01 | 59.6434148260817 |
| 2003-08-01 | 59.9527026506914 |
| 2003-09-01 | 60.8024239712768 |
| 2003-10-01 | 60.5017497016733 |
| 2003-11-01 | 61.9443262766224 |
| 2003-12-01 | 62.8344816445746 |
| 2004-01-01 | 64.2548909406943 |
| 2004-02-01 | 64.6313159430298 |
| 2004-03-01 | 64.5881311037404 |
| 2004-04-01 | 64.7146609721564 |
| 2004-05-01 | 64.5790385599624 |
| 2004-06-01 | 64.5147788305916 |
| 2004-07-01 | 65.5416846785787 |
| 2004-08-01 | 65.8813001020641 |
| 2004-09-01 | 64.3679293870241 |
| 2004-10-01 | 65.1969105125932 |
| 2004-11-01 | 64.3762382880008 |
| 2004-12-01 | 64.4147597663265 |
| 2005-01-01 | 64.1038574611964 |
| 2005-02-01 | 64.0865486469042 |
| 2005-03-01 | 64.3951429987583 |
| 2005-04-01 | 66.9223228964850 |
| 2005-05-01 | 66.0234367014337 |
| 2005-06-01 | 66.5197581431098 |
| 2005-07-01 | 67.8968847382343 |
| 2005-08-01 | 68.5662189623633 |
| 2005-09-01 | 70.0171654845480 |
| 2005-10-01 | 71.8241611824542 |
| 2005-11-01 | 71.6055567824702 |
| 2005-12-01 | 72.1475100526953 |
| 2006-01-01 | 73.5684579593277 |
| 2006-02-01 | 74.0044501492483 |
| 2006-03-01 | 74.1465829697129 |
| 2006-04-01 | 74.2105648703589 |
| 2006-05-01 | 74.4279270004064 |
| 2006-06-01 | 74.3939950066473 |
| 2006-07-01 | 71.8524487324756 |
| 2006-08-01 | 73.7160113427945 |
| 2006-09-01 | 74.2215642443200 |
| 2006-10-01 | 73.3977994797130 |
| 2006-11-01 | 74.2573564666862 |
| 2006-12-01 | 73.9976618813143 |
| 2007-01-01 | 73.9600086775772 |
| 2007-02-01 | 74.8380818653938 |
| 2007-03-01 | 75.4601194390344 |
| 2007-04-01 | 76.0501024181268 |
| 2007-05-01 | 75.7454891722856 |
| 2007-06-01 | 75.6450926653254 |
| 2007-07-01 | 72.5501469655132 |
| 2007-08-01 | 73.6530831537384 |
| 2007-09-01 | 74.0569999561394 |
| 2007-10-01 | 75.2700667331707 |
| 2007-11-01 | 75.7620885788248 |
| 2007-12-01 | 76.5313162102469 |
| 2008-01-01 | 75.9225759035591 |
| 2008-02-01 | 75.3600473187684 |
| 2008-03-01 | 75.9643569665972 |
| 2008-04-01 | 72.5209927287937 |
| 2008-05-01 | 73.7118554019494 |
| 2008-06-01 | 73.7847358199151 |
| 2008-07-01 | 71.9609120870365 |
| 2008-08-01 | 71.7622295421981 |
| 2008-09-01 | 70.6107198215054 |
| 2008-10-01 | 67.7239326526316 |
| 2008-11-01 | 66.4223457954753 |
| 2008-12-01 | 64.8363562245427 |
| 2009-01-01 | 59.1871233442598 |
| 2009-02-01 | 56.7300209778443 |
| 2009-03-01 | 55.1386595626984 |
| 2009-04-01 | 52.7502973420256 |
| 2009-05-01 | 53.7597778978930 |
| 2009-06-01 | 53.2625021969330 |
| 2009-07-01 | 54.0860618039990 |
| 2009-08-01 | 54.1607956604979 |
| 2009-09-01 | 53.7687930640480 |
| 2009-10-01 | 55.2149301195860 |
| 2009-11-01 | 55.6255853541536 |
| 2009-12-01 | 56.0709805617670 |
| 2010-01-01 | 56.9514133531946 |
| 2010-02-01 | 57.6624119864147 |
| 2010-03-01 | 58.4988057954231 |
| 2010-04-01 | 59.2400726725970 |
| 2010-05-01 | 60.2807977093698 |
| 2010-06-01 | 60.9477891447994 |
| 2010-07-01 | 62.5807605528507 |
| 2010-08-01 | 63.4699459432658 |
| 2010-09-01 | 64.5738291502637 |
| 2010-10-01 | 64.9805830664513 |
| 2010-11-01 | 65.5252559658786 |
| 2010-12-01 | 66.6319944005786 |
| 2011-01-01 | 65.3456868515342 |
| 2011-02-01 | 65.7814211285211 |
| 2011-03-01 | 66.3266054324852 |
| 2011-04-01 | 66.6369851736348 |
| 2011-05-01 | 66.7180450593122 |
| 2011-06-01 | 67.0846123899131 |
| 2011-07-01 | 67.0592317180026 |
| 2011-08-01 | 67.6197438352157 |
| 2011-09-01 | 68.1397713103645 |
| 2011-10-01 | 67.9549691001974 |
| 2011-11-01 | 67.9327519834602 |
| 2011-12-01 | 66.8588356686600 |
| 2012-01-01 | 70.6255262068398 |
| 2012-02-01 | 71.2430063501078 |
| 2012-03-01 | 72.1470676003569 |
| 2012-04-01 | 73.1935505500368 |
| 2012-05-01 | 74.8462084149848 |
| 2012-06-01 | 74.2276746675053 |
| 2012-07-01 | 72.3153041609894 |
| 2012-08-01 | 73.6652916727844 |
| 2012-09-01 | 73.8646693970914 |
| 2012-10-01 | 74.7216705127558 |
| 2012-11-01 | 76.6798067043324 |
| 2012-12-01 | 76.0142564434354 |
| 2013-01-01 | 75.0791020543655 |
| 2013-02-01 | 77.1210876820786 |
| 2013-03-01 | 78.4649361995598 |
| 2013-04-01 | 76.5126444252094 |
| 2013-05-01 | 77.4314698590926 |
| 2013-06-01 | 78.0365447370650 |
| 2013-07-01 | 78.0685340635429 |
| 2013-08-01 | 79.5281410052814 |
| 2013-09-01 | 80.3221631117448 |
| 2013-10-01 | 80.3769516197228 |
| 2013-11-01 | 80.5429030815076 |
| 2013-12-01 | 79.6849176899780 |
| 2014-01-01 | 79.3626123014161 |
| 2014-02-01 | 79.5118479005685 |
| 2014-03-01 | 80.4377494711782 |
| 2014-04-01 | 81.3560348030164 |
| 2014-05-01 | 82.2826138131780 |
| 2014-06-01 | 82.6473208619994 |
| 2014-07-01 | 82.6623694558530 |
| 2014-08-01 | 82.4687628798160 |
| 2014-09-01 | 82.8833201025275 |
| 2014-10-01 | 83.0834287986661 |
| 2014-11-01 | 83.6176228552817 |
| 2014-12-01 | 84.2774448051042 |
| 2015-01-01 | 85.1698685020852 |
| 2015-02-01 | 85.1057193619744 |
| 2015-03-01 | 85.5792548295022 |
| 2015-04-01 | 85.1913292935630 |
| 2015-05-01 | 84.7486721919559 |
| 2015-06-01 | 84.1872676493365 |
| 2015-07-01 | 85.0108810432673 |
| 2015-08-01 | 84.8198918635856 |
| 2015-09-01 | 84.5273514537627 |
| 2015-10-01 | 86.0950269056637 |
| 2015-11-01 | 85.8349975156044 |
| 2015-12-01 | 86.4971244999453 |
| 2016-01-01 | 86.1058970276933 |
| 2016-02-01 | 86.5066742644451 |
| 2016-03-01 | 85.9703757810855 |
| 2016-04-01 | 87.0231062081533 |
| 2016-05-01 | 87.2912473901849 |
| 2016-06-01 | 86.7770228126385 |
| 2016-07-01 | 88.7177593950827 |
| 2016-08-01 | 89.4146014397210 |
| 2016-09-01 | 90.3657027221547 |
| 2016-10-01 | 88.9215320967114 |
| 2016-11-01 | 90.0181912437681 |
| 2016-12-01 | 90.5851547050284 |
| 2017-01-01 | 92.9978516329282 |
| 2017-02-01 | 93.2932992892059 |
| 2017-03-01 | 91.0137642742642 |
| 2017-04-01 | 89.0344849887946 |
| 2017-05-01 | 89.5878541454484 |
| 2017-06-01 | 89.6815962249978 |
| 2017-07-01 | 88.3770155801214 |
| 2017-08-01 | 87.3583131632554 |
| 2017-09-01 | 89.6698555620723 |
| 2017-10-01 | 88.7781640386460 |
| 2017-11-01 | 89.2132542856830 |
| 2017-12-01 | 88.4755927007636 |
| 2018-01-01 | 89.2353303442591 |
| 2018-02-01 | 89.8284532883019 |
| 2018-03-01 | 90.7404200584292 |
| 2018-04-01 | 91.1443339038567 |
| 2018-05-01 | 91.7944854086874 |
| 2018-06-01 | 91.3224736238427 |
| 2018-07-01 | 91.9009150432982 |
| 2018-08-01 | 91.6282415326303 |
| 2018-09-01 | 91.0148846281427 |
| 2018-10-01 | 90.7639112416632 |
| 2018-11-01 | 90.6149649452347 |
| 2018-12-01 | 90.4078307220577 |
| 2019-01-01 | 89.5348297499017 |
| 2019-02-01 | 89.8316655439697 |
| 2019-03-01 | 89.6060121153419 |
| 2019-04-01 | 90.5926190063187 |
| 2019-05-01 | 91.0810238665400 |
| 2019-06-01 | 91.2334182054428 |
| 2019-07-01 | 91.3995542303623 |
| 2019-08-01 | 91.6747853707264 |
| 2019-09-01 | 91.1417443348991 |
| 2019-10-01 | 90.9959285452831 |
| 2019-11-01 | 91.7517766134746 |
| 2019-12-01 | 92.0972774342006 |
| 2020-01-01 | 92.5763656203739 |
| 2020-02-01 | 94.1000443877135 |
| 2020-03-01 | 92.0969156931110 |
| 2020-04-01 | 72.2798140797833 |
| 2020-05-01 | 75.6871132616866 |
| 2020-06-01 | 78.6648449921490 |
| 2020-07-01 | 83.3674925132725 |
| 2020-08-01 | 86.6243270615886 |
| 2020-09-01 | 85.7454933031986 |
| 2020-10-01 | 88.6980049511069 |
| 2020-11-01 | 90.0379582976842 |
| 2020-12-01 | 94.8022211425386 |
| 2021-01-01 | 95.5564842506800 |
| 2021-02-01 | 94.8005350140949 |
| 2021-03-01 | 97.6726491683942 |
| 2021-04-01 | 97.2920207958164 |
| 2021-05-01 | 99.1134472907257 |
| 2021-06-01 | 99.2563758403751 |
| 2021-07-01 | 100.6946092857730 |
| 2021-08-01 | 100.9733532337730 |
| 2021-09-01 | 103.5748359704100 |
| 2021-10-01 | 108.4306676434170 |
| 2021-11-01 | 107.1178435033650 |
| 2021-12-01 | 107.9508700186070 |
| 2022-01-01 | 108.7634859371620 |
| 2022-02-01 | 110.4036425563620 |
| 2022-03-01 | 110.4138613939510 |
| 2022-04-01 | 110.2941351522040 |
| 2022-05-01 | 109.6831050584790 |
| 2022-06-01 | 109.3790322486270 |
| 2022-07-01 | 108.2741090862370 |
| 2022-08-01 | 106.7856876556860 |
| 2022-09-01 | 105.9311406959210 |
| 2022-10-01 | 104.3214372749650 |
| 2022-11-01 | 102.6445655769500 |
| 2022-12-01 | 101.7325273367080 |
| 2023-01-01 | 101.3115800726380 |
| 2023-02-01 | 100.6334680005510 |
| 2023-03-01 | 100.0971014224440 |
| 2023-04-01 | 101.2152529936720 |
| 2023-05-01 | 98.1703455726050 |
| 2023-06-01 | 97.2621912570163 |
| 2023-07-01 | 97.1778848817487 |
| 2023-08-01 | 96.1442173774586 |
| 2023-09-01 | 95.7495450955227 |
| 2023-10-01 | 95.1760489414468 |
| 2023-11-01 | 95.5150307230729 |
| 2023-12-01 | 94.8656183848199 |
| 2024-01-01 | 93.6381203827042 |
| 2024-02-01 | 93.8393144918158 |
| 2024-03-01 | 92.2476728201354 |
| 2024-04-01 | 92.3550333051272 |
| 2024-05-01 | 91.9090702743668 |
| 2024-06-01 | 91.4599978289030 |
| 2024-07-01 | 90.9947387715934 |
| 2024-08-01 | 92.0362668741502 |
| 2024-09-01 | 91.8488539346880 |
| 2024-10-01 | 93.0821864269734 |
| 2024-11-01 | 94.4211303323793 |
| 2024-12-01 | 94.5236600547455 |
| 2025-01-01 | 90.7712936328039 |
| 2025-02-01 | 91.0059262033736 |
| 2025-03-01 | 89.9692143245090 |
| 2025-04-01 | 92.1944734523158 |
| 2025-05-01 | 93.4063310429171 |
| 2025-06-01 | 93.5132122297366 |
| 2025-07-01 | 93.4032818180298 |
| 2025-08-01 | 93.6009139589303 |
| 2025-09-01 | 94.5954230354396 |
| 2025-10-01 | 94.2079766903733 |
| 2025-11-01 | 94.8880507831550 |
| 2025-12-01 | 96.0625221618837 |
| 2026-01-01 | 99.6324852416945 |
| 2026-02-01 | 101.1068218165270 |
| 2026-03-01 | 104.1143946427080 |