Table Data - All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Anaheim-Santa Ana-Irvine, CA (MD)
| Title | All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Anaheim-Santa Ana-Irvine, CA (MD) |
|---|---|
| Series ID | SMU06112446054120001SA |
| 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 2025-12-01 |
| Last Updated | 2026-01-28 3:37 AM CST |
| 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 | 9.05401680226938 |
| 1990-02-01 | 9.05645714963395 |
| 1990-03-01 | 8.84869636065678 |
| 1990-04-01 | 8.68560743563091 |
| 1990-05-01 | 8.53261407644154 |
| 1990-06-01 | 8.56225854482409 |
| 1990-07-01 | 8.49349304522103 |
| 1990-08-01 | 8.43900073449810 |
| 1990-09-01 | 8.49374118563857 |
| 1990-10-01 | 8.61950017531760 |
| 1990-11-01 | 8.68742434790413 |
| 1990-12-01 | 8.74531140054026 |
| 1991-01-01 | 9.64007818653297 |
| 1991-02-01 | 9.54449829787993 |
| 1991-03-01 | 9.63952085860690 |
| 1991-04-01 | 9.79382936874910 |
| 1991-05-01 | 9.72196598295194 |
| 1991-06-01 | 9.76094516638680 |
| 1991-07-01 | 9.71028074660872 |
| 1991-08-01 | 9.74918376727591 |
| 1991-09-01 | 9.60218862142140 |
| 1991-10-01 | 9.82513721673392 |
| 1991-11-01 | 9.60503463721544 |
| 1991-12-01 | 9.53809823141581 |
| 1992-01-01 | 9.61577513853638 |
| 1992-02-01 | 9.62948882221851 |
| 1992-03-01 | 9.62036657767322 |
| 1992-04-01 | 9.60399232899023 |
| 1992-05-01 | 9.40242127744914 |
| 1992-06-01 | 9.55814145911913 |
| 1992-07-01 | 9.73086951054657 |
| 1992-08-01 | 9.66661001157324 |
| 1992-09-01 | 9.82731446342054 |
| 1992-10-01 | 9.54094075957409 |
| 1992-11-01 | 9.52434479275934 |
| 1992-12-01 | 9.53255043824634 |
| 1993-01-01 | 8.97724205032210 |
| 1993-02-01 | 9.00075346596435 |
| 1993-03-01 | 8.98927833222673 |
| 1993-04-01 | 9.02545700283496 |
| 1993-05-01 | 9.28584084583425 |
| 1993-06-01 | 9.04668504602600 |
| 1993-07-01 | 9.15034404135788 |
| 1993-08-01 | 9.29706274306587 |
| 1993-09-01 | 9.36400700182663 |
| 1993-10-01 | 9.15485037217863 |
| 1993-11-01 | 9.13602420940863 |
| 1993-12-01 | 9.21491607710929 |
| 1994-01-01 | 9.54194440011915 |
| 1994-02-01 | 9.58551609026099 |
| 1994-03-01 | 9.46688866965425 |
| 1994-04-01 | 9.33944467805090 |
| 1994-05-01 | 9.26761468686140 |
| 1994-06-01 | 9.33432187841805 |
| 1994-07-01 | 9.26371522880502 |
| 1994-08-01 | 9.41862587648142 |
| 1994-09-01 | 9.59930363289025 |
| 1994-10-01 | 9.87531040029327 |
| 1994-11-01 | 9.84590587219645 |
| 1994-12-01 | 10.09401847397660 |
| 1995-01-01 | 9.90953850707091 |
| 1995-02-01 | 9.97411813321233 |
| 1995-03-01 | 9.95118141330206 |
| 1995-04-01 | 9.85035030130387 |
| 1995-05-01 | 9.77202814678292 |
| 1995-06-01 | 9.61902328023557 |
| 1995-07-01 | 9.36683621737282 |
| 1995-08-01 | 9.04055837000014 |
| 1995-09-01 | 8.72893770392758 |
| 1995-10-01 | 8.48114452798933 |
| 1995-11-01 | 8.64462345063064 |
| 1995-12-01 | 8.45683752371617 |
| 1996-01-01 | 8.69500139372276 |
| 1996-02-01 | 8.48611072954113 |
| 1996-03-01 | 8.46029700162444 |
| 1996-04-01 | 8.23581616442338 |
| 1996-05-01 | 8.58768431362944 |
| 1996-06-01 | 8.41275330639279 |
| 1996-07-01 | 8.35824701439790 |
| 1996-08-01 | 8.34707132504468 |
| 1996-09-01 | 8.34900786684475 |
| 1996-10-01 | 8.49126106721651 |
| 1996-11-01 | 8.54470052696287 |
| 1996-12-01 | 8.52275606106454 |
| 1997-01-01 | 8.67515344686938 |
| 1997-02-01 | 8.69698210264817 |
| 1997-03-01 | 8.67307113704592 |
| 1997-04-01 | 9.22158331446632 |
| 1997-05-01 | 9.12026448803197 |
| 1997-06-01 | 9.21784985674009 |
| 1997-07-01 | 9.34125888151736 |
| 1997-08-01 | 9.45544252478914 |
| 1997-09-01 | 9.45477317292091 |
| 1997-10-01 | 9.29113157023170 |
| 1997-11-01 | 9.24840251831546 |
| 1997-12-01 | 9.39047201945330 |
| 1998-01-01 | 8.95778124604716 |
| 1998-02-01 | 8.90781685634100 |
| 1998-03-01 | 8.89337208349795 |
| 1998-04-01 | 8.79421460408574 |
| 1998-05-01 | 8.54955056299715 |
| 1998-06-01 | 8.83383247724019 |
| 1998-07-01 | 8.93205686905888 |
| 1998-08-01 | 8.95954958672245 |
| 1998-09-01 | 9.04750927629970 |
| 1998-10-01 | 9.09922802175902 |
| 1998-11-01 | 9.17008881201448 |
| 1998-12-01 | 9.06087902202080 |
| 1999-01-01 | 9.03114810834283 |
| 1999-02-01 | 8.90019926202259 |
| 1999-03-01 | 9.10170863434513 |
| 1999-04-01 | 9.37295914905698 |
| 1999-05-01 | 9.28539539198730 |
| 1999-06-01 | 9.24181256525820 |
| 1999-07-01 | 9.23834150472272 |
| 1999-08-01 | 9.27636985771811 |
| 1999-09-01 | 9.54603645984350 |
| 1999-10-01 | 9.19005162519390 |
| 1999-11-01 | 9.18983629610790 |
| 1999-12-01 | 9.33438367276630 |
| 2000-01-01 | 9.40900235157404 |
| 2000-02-01 | 9.28626257277057 |
| 2000-03-01 | 9.21577282867487 |
| 2000-04-01 | 9.04531767344040 |
| 2000-05-01 | 9.01549138672640 |
| 2000-06-01 | 9.04802298339117 |
| 2000-07-01 | 9.14820313797456 |
| 2000-08-01 | 9.08824020029514 |
| 2000-09-01 | 9.15643805833861 |
| 2000-10-01 | 9.28671134385778 |
| 2000-11-01 | 9.29734508165808 |
| 2000-12-01 | 9.41268028877437 |
| 2001-01-01 | 9.58272064186649 |
| 2001-02-01 | 9.66625471830437 |
| 2001-03-01 | 9.82940777072269 |
| 2001-04-01 | 9.83804702410855 |
| 2001-05-01 | 9.94515806101184 |
| 2001-06-01 | 9.94685716021696 |
| 2001-07-01 | 9.96424128184727 |
| 2001-08-01 | 10.00236498184470 |
| 2001-09-01 | 10.06200053182250 |
| 2001-10-01 | 10.07355312328690 |
| 2001-11-01 | 10.08258738205340 |
| 2001-12-01 | 10.19177702238770 |
| 2002-01-01 | 10.26806116487550 |
| 2002-02-01 | 10.35205928409190 |
| 2002-03-01 | 10.75858462692030 |
| 2002-04-01 | 10.43522815033020 |
| 2002-05-01 | 10.37606070279710 |
| 2002-06-01 | 10.45687847736060 |
| 2002-07-01 | 10.27488597621540 |
| 2002-08-01 | 10.30091157506540 |
| 2002-09-01 | 10.15398811142130 |
| 2002-10-01 | 10.36774162903240 |
| 2002-11-01 | 10.45944722488780 |
| 2002-12-01 | 10.25232613118270 |
| 2003-01-01 | 9.97156451796780 |
| 2003-02-01 | 10.23917029111830 |
| 2003-03-01 | 10.28340758130450 |
| 2003-04-01 | 10.54798393039980 |
| 2003-05-01 | 10.51452135902200 |
| 2003-06-01 | 10.57513527268280 |
| 2003-07-01 | 10.78306503208570 |
| 2003-08-01 | 10.80706655928970 |
| 2003-09-01 | 10.63198764214920 |
| 2003-10-01 | 9.75335472288749 |
| 2003-11-01 | 9.92798056217691 |
| 2003-12-01 | 9.70511151411134 |
| 2004-01-01 | 9.77928528014218 |
| 2004-02-01 | 9.72759143747762 |
| 2004-03-01 | 9.71482465591811 |
| 2004-04-01 | 9.76233349336730 |
| 2004-05-01 | 9.84912192918573 |
| 2004-06-01 | 9.90698739934349 |
| 2004-07-01 | 9.78041862724969 |
| 2004-08-01 | 9.91312641142629 |
| 2004-09-01 | 10.11535359982350 |
| 2004-10-01 | 10.15036072902940 |
| 2004-11-01 | 10.30893446217970 |
| 2004-12-01 | 10.35561334909680 |
| 2005-01-01 | 10.37375713872600 |
| 2005-02-01 | 10.50586587501580 |
| 2005-03-01 | 10.52347993701260 |
| 2005-04-01 | 10.67759361215930 |
| 2005-05-01 | 10.67946846953940 |
| 2005-06-01 | 10.94307523500470 |
| 2005-07-01 | 11.18184694694940 |
| 2005-08-01 | 11.33643765569740 |
| 2005-09-01 | 11.40435326960340 |
| 2005-10-01 | 11.45065964084780 |
| 2005-11-01 | 11.50863289117320 |
| 2005-12-01 | 11.71806295055000 |
| 2006-01-01 | 11.65562689510120 |
| 2006-02-01 | 11.87961843199660 |
| 2006-03-01 | 12.11231812669120 |
| 2006-04-01 | 11.97017199720420 |
| 2006-05-01 | 11.99346834384880 |
| 2006-06-01 | 11.98195070792190 |
| 2006-07-01 | 12.08308778686210 |
| 2006-08-01 | 12.06247307650390 |
| 2006-09-01 | 12.21962237457980 |
| 2006-10-01 | 12.27035173550570 |
| 2006-11-01 | 12.22096677333840 |
| 2006-12-01 | 12.20504735047760 |
| 2007-01-01 | 12.12564420073430 |
| 2007-02-01 | 11.74637145231670 |
| 2007-03-01 | 11.97448574556040 |
| 2007-04-01 | 12.14448183390330 |
| 2007-05-01 | 12.38911563118580 |
| 2007-06-01 | 12.60781124580330 |
| 2007-07-01 | 12.69874594605040 |
| 2007-08-01 | 12.79921191715270 |
| 2007-09-01 | 12.95178152044880 |
| 2007-10-01 | 13.08787886391280 |
| 2007-11-01 | 13.03333704807090 |
| 2007-12-01 | 13.42763770098950 |
| 2008-01-01 | 13.68492534065860 |
| 2008-02-01 | 13.51831312451290 |
| 2008-03-01 | 13.42969865887030 |
| 2008-04-01 | 13.31212772546510 |
| 2008-05-01 | 13.16472332648690 |
| 2008-06-01 | 13.12002325311860 |
| 2008-07-01 | 13.21832223105090 |
| 2008-08-01 | 13.23055334785570 |
| 2008-09-01 | 13.20740164092370 |
| 2008-10-01 | 13.10262304481150 |
| 2008-11-01 | 12.92828807202480 |
| 2008-12-01 | 12.97212874079800 |
| 2009-01-01 | 12.84719593770660 |
| 2009-02-01 | 12.79736073362900 |
| 2009-03-01 | 12.77694782946880 |
| 2009-04-01 | 12.78781830088970 |
| 2009-05-01 | 12.54840720980400 |
| 2009-06-01 | 12.32061596811930 |
| 2009-07-01 | 12.24011825796420 |
| 2009-08-01 | 12.15581061341950 |
| 2009-09-01 | 12.04993930342080 |
| 2009-10-01 | 12.00337529061000 |
| 2009-11-01 | 12.20864526427470 |
| 2009-12-01 | 11.92509421005770 |
| 2010-01-01 | 12.42327321699560 |
| 2010-02-01 | 12.48994923240260 |
| 2010-03-01 | 12.53336622037910 |
| 2010-04-01 | 13.17257180567700 |
| 2010-05-01 | 12.94393440177090 |
| 2010-06-01 | 13.02132184004880 |
| 2010-07-01 | 12.95447370310070 |
| 2010-08-01 | 12.95954172302440 |
| 2010-09-01 | 12.98325654797860 |
| 2010-10-01 | 12.99951566281960 |
| 2010-11-01 | 12.98431888699810 |
| 2010-12-01 | 12.96938452071180 |
| 2011-01-01 | 13.21165663848810 |
| 2011-02-01 | 13.27956018517540 |
| 2011-03-01 | 13.39828669300410 |
| 2011-04-01 | 13.27601268117420 |
| 2011-05-01 | 13.45616198586210 |
| 2011-06-01 | 13.62800743584390 |
| 2011-07-01 | 13.36210340537170 |
| 2011-08-01 | 13.45312286476630 |
| 2011-09-01 | 13.59106948906990 |
| 2011-10-01 | 14.08776033750780 |
| 2011-11-01 | 14.26909110823490 |
| 2011-12-01 | 14.20011157418570 |
| 2012-01-01 | 14.20572271497950 |
| 2012-02-01 | 14.26441039884120 |
| 2012-03-01 | 14.47451160572360 |
| 2012-04-01 | 14.59462607950970 |
| 2012-05-01 | 14.58134434517190 |
| 2012-06-01 | 14.83704675289160 |
| 2012-07-01 | 14.95872616177440 |
| 2012-08-01 | 14.94147420703120 |
| 2012-09-01 | 14.99250700906520 |
| 2012-10-01 | 14.88320467887790 |
| 2012-11-01 | 14.86807508435190 |
| 2012-12-01 | 14.80237701509460 |
| 2013-01-01 | 14.10035094426230 |
| 2013-02-01 | 14.03754002941360 |
| 2013-03-01 | 14.15546067989130 |
| 2013-04-01 | 14.21531057109200 |
| 2013-05-01 | 14.22733258615080 |
| 2013-06-01 | 14.26087235155980 |
| 2013-07-01 | 14.34282865168300 |
| 2013-08-01 | 14.52585922192490 |
| 2013-09-01 | 14.47889837173020 |
| 2013-10-01 | 14.48432243044870 |
| 2013-11-01 | 14.47773184669170 |
| 2013-12-01 | 14.59005681403560 |
| 2014-01-01 | 14.80373335917840 |
| 2014-02-01 | 15.00934387865050 |
| 2014-03-01 | 14.93957747942490 |
| 2014-04-01 | 14.93019029403350 |
| 2014-05-01 | 14.97518780037460 |
| 2014-06-01 | 14.78770445543520 |
| 2014-07-01 | 14.71678581616000 |
| 2014-08-01 | 14.80331318360320 |
| 2014-09-01 | 14.87376426901660 |
| 2014-10-01 | 14.89371881554160 |
| 2014-11-01 | 14.89277636338720 |
| 2014-12-01 | 14.97591792618900 |
| 2015-01-01 | 15.01074623194020 |
| 2015-02-01 | 15.08238431851600 |
| 2015-03-01 | 15.13127894748210 |
| 2015-04-01 | 15.13540859933660 |
| 2015-05-01 | 15.10556319288900 |
| 2015-06-01 | 15.31403845471100 |
| 2015-07-01 | 15.19611313353620 |
| 2015-08-01 | 14.98413178306930 |
| 2015-09-01 | 14.95957383662470 |
| 2015-10-01 | 14.89575869420050 |
| 2015-11-01 | 15.00179208899010 |
| 2015-12-01 | 15.17661339080950 |
| 2016-01-01 | 15.22849225359000 |
| 2016-02-01 | 15.17625240071230 |
| 2016-03-01 | 15.13507802801350 |
| 2016-04-01 | 15.03168195244340 |
| 2016-05-01 | 15.02253756481130 |
| 2016-06-01 | 15.02039660983370 |
| 2016-07-01 | 15.17228997228220 |
| 2016-08-01 | 15.26023723021590 |
| 2016-09-01 | 15.14634961590770 |
| 2016-10-01 | 15.58816360480380 |
| 2016-11-01 | 15.60704159780730 |
| 2016-12-01 | 15.29186792445110 |
| 2017-01-01 | 15.15863762573060 |
| 2017-02-01 | 15.19297101185970 |
| 2017-03-01 | 15.15832667466580 |
| 2017-04-01 | 15.02494811322100 |
| 2017-05-01 | 15.01732185049280 |
| 2017-06-01 | 15.10625346801230 |
| 2017-07-01 | 15.14418505566290 |
| 2017-08-01 | 15.24013378801060 |
| 2017-09-01 | 14.92675749957330 |
| 2017-10-01 | 14.96238598420580 |
| 2017-11-01 | 14.99845569123510 |
| 2017-12-01 | 15.02378353049660 |
| 2018-01-01 | 15.00696109372310 |
| 2018-02-01 | 15.03687341509320 |
| 2018-03-01 | 15.10627546290840 |
| 2018-04-01 | 15.11852169168470 |
| 2018-05-01 | 14.99366886678740 |
| 2018-06-01 | 14.76044630795830 |
| 2018-07-01 | 14.70857073085790 |
| 2018-08-01 | 14.71371994237800 |
| 2018-09-01 | 14.81500255616150 |
| 2018-10-01 | 14.73346164348800 |
| 2018-11-01 | 14.78918430958580 |
| 2018-12-01 | 14.76244331584740 |
| 2019-01-01 | 14.86072509182380 |
| 2019-02-01 | 14.79569636324400 |
| 2019-03-01 | 14.76668209003880 |
| 2019-04-01 | 14.91958453360400 |
| 2019-05-01 | 14.74336503307910 |
| 2019-06-01 | 14.79500190082010 |
| 2019-07-01 | 14.87546783915090 |
| 2019-08-01 | 15.10314816093790 |
| 2019-09-01 | 15.10305243574960 |
| 2019-10-01 | 14.99966681415180 |
| 2019-11-01 | 14.97719414669540 |
| 2019-12-01 | 15.09533249470610 |
| 2020-01-01 | 15.31240563923390 |
| 2020-02-01 | 15.66400487640690 |
| 2020-03-01 | 15.62665870336520 |
| 2020-04-01 | 14.63517385491350 |
| 2020-05-01 | 14.99524627310770 |
| 2020-06-01 | 15.12333679410140 |
| 2020-07-01 | 15.13324301684210 |
| 2020-08-01 | 14.98727791284210 |
| 2020-09-01 | 14.99742219033680 |
| 2020-10-01 | 15.18098315302390 |
| 2020-11-01 | 15.16312121986700 |
| 2020-12-01 | 15.41615186970580 |
| 2021-01-01 | 15.15170686656250 |
| 2021-02-01 | 14.82909665773130 |
| 2021-03-01 | 14.87738930345920 |
| 2021-04-01 | 15.37627133163640 |
| 2021-05-01 | 15.84521677199110 |
| 2021-06-01 | 15.46146159772210 |
| 2021-07-01 | 15.49255023749360 |
| 2021-08-01 | 15.57220663204350 |
| 2021-09-01 | 15.70000451792690 |
| 2021-10-01 | 15.85798947328280 |
| 2021-11-01 | 16.03775110683420 |
| 2021-12-01 | 16.12324679751910 |
| 2022-01-01 | 15.88760564532410 |
| 2022-02-01 | 16.18775165418390 |
| 2022-03-01 | 16.32082540201550 |
| 2022-04-01 | 16.52995655236860 |
| 2022-05-01 | 16.60684887504390 |
| 2022-06-01 | 16.82509958073310 |
| 2022-07-01 | 16.75276651229230 |
| 2022-08-01 | 16.74042629943400 |
| 2022-09-01 | 16.90098669437210 |
| 2022-10-01 | 16.94356933543860 |
| 2022-11-01 | 16.90534380677900 |
| 2022-12-01 | 17.02686234186540 |
| 2023-01-01 | 17.11694115792180 |
| 2023-02-01 | 17.23750480393110 |
| 2023-03-01 | 17.35706142826210 |
| 2023-04-01 | 17.27788826822620 |
| 2023-05-01 | 17.37732062774750 |
| 2023-06-01 | 17.20914423098630 |
| 2023-07-01 | 17.52571771505130 |
| 2023-08-01 | 17.51050241796390 |
| 2023-09-01 | 17.39220248401940 |
| 2023-10-01 | 17.22823436284660 |
| 2023-11-01 | 17.27966562272440 |
| 2023-12-01 | 17.22879864343940 |
| 2024-01-01 | 17.23834265215010 |
| 2024-02-01 | 17.07130754216170 |
| 2024-03-01 | 16.98458142089880 |
| 2024-04-01 | 16.81408850346890 |
| 2024-05-01 | 16.76092148838960 |
| 2024-06-01 | 16.61610389033900 |
| 2024-07-01 | 16.40539558012320 |
| 2024-08-01 | 16.37377115707800 |
| 2024-09-01 | 16.17660297086700 |
| 2024-10-01 | 16.22354608219480 |
| 2024-11-01 | 16.16282730504730 |
| 2024-12-01 | 16.03538626483820 |
| 2025-01-01 | 15.85148455366420 |
| 2025-02-01 | 15.78864993931660 |
| 2025-03-01 | 15.70306648132770 |
| 2025-04-01 | 15.73903738288460 |
| 2025-05-01 | 15.85109799118620 |
| 2025-06-01 | 15.82132383583460 |
| 2025-07-01 | 15.89513091207570 |
| 2025-08-01 | 15.85155195579760 |
| 2025-09-01 | 15.86988189766360 |
| 2025-10-01 | 15.81490173015600 |
| 2025-11-01 | 15.75395056436620 |
| 2025-12-01 | 15.63817291552070 |