Table Data - All Employees: Professional and Business Services in Akron, OH (MSA)
| Title | All Employees: Professional and Business Services in Akron, OH (MSA) |
|---|---|
| Series ID | AKRO439PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2025-11-01 |
| Last Updated | 2026-01-07 10:11 PM 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 | 26.7231425517265 |
| 1990-02-01 | 26.7936664277238 |
| 1990-03-01 | 26.9193107201883 |
| 1990-04-01 | 26.8241095634630 |
| 1990-05-01 | 26.7701803246112 |
| 1990-06-01 | 26.7991985509454 |
| 1990-07-01 | 26.9891701827632 |
| 1990-08-01 | 26.9229157570576 |
| 1990-09-01 | 27.0329339699480 |
| 1990-10-01 | 26.9873466908549 |
| 1990-11-01 | 27.0883700557225 |
| 1990-12-01 | 27.0769384543372 |
| 1991-01-01 | 27.0035555511047 |
| 1991-02-01 | 26.9759484401165 |
| 1991-03-01 | 26.6866472428253 |
| 1991-04-01 | 26.7442321616143 |
| 1991-05-01 | 26.5930018229675 |
| 1991-06-01 | 26.5926726787155 |
| 1991-07-01 | 26.9811006737277 |
| 1991-08-01 | 27.0400339290165 |
| 1991-09-01 | 27.2472486484304 |
| 1991-10-01 | 26.7994750739161 |
| 1991-11-01 | 26.8947307930934 |
| 1991-12-01 | 26.8922127559319 |
| 1992-01-01 | 28.7592501940072 |
| 1992-02-01 | 28.7396936523300 |
| 1992-03-01 | 28.4359921502920 |
| 1992-04-01 | 29.1795430500444 |
| 1992-05-01 | 29.4313337519748 |
| 1992-06-01 | 29.4128222107714 |
| 1992-07-01 | 28.9695825599543 |
| 1992-08-01 | 29.2398853075007 |
| 1992-09-01 | 29.1631836646556 |
| 1992-10-01 | 29.7314300168976 |
| 1992-11-01 | 29.4967980807954 |
| 1992-12-01 | 29.5930677561771 |
| 1993-01-01 | 31.3813688873671 |
| 1993-02-01 | 31.6108572754568 |
| 1993-03-01 | 31.6703723951070 |
| 1993-04-01 | 32.4546215169141 |
| 1993-05-01 | 32.3829966601911 |
| 1993-06-01 | 32.4514679182832 |
| 1993-07-01 | 32.3615416586475 |
| 1993-08-01 | 32.6253707411290 |
| 1993-09-01 | 32.8715343463117 |
| 1993-10-01 | 33.5525235242231 |
| 1993-11-01 | 33.7791142621539 |
| 1993-12-01 | 34.0695997123377 |
| 1994-01-01 | 34.5129680151812 |
| 1994-02-01 | 35.2915891338559 |
| 1994-03-01 | 35.0128178323140 |
| 1994-04-01 | 34.3438471307534 |
| 1994-05-01 | 34.2542395740564 |
| 1994-06-01 | 34.7175362064071 |
| 1994-07-01 | 34.8383115119784 |
| 1994-08-01 | 34.6011723164720 |
| 1994-09-01 | 35.1537169219019 |
| 1994-10-01 | 34.0574280295403 |
| 1994-11-01 | 34.6665825854962 |
| 1994-12-01 | 34.6266773246082 |
| 1995-01-01 | 35.0568165377642 |
| 1995-02-01 | 35.5864749071654 |
| 1995-03-01 | 35.9867986241659 |
| 1995-04-01 | 36.2239910677157 |
| 1995-05-01 | 36.3346830239140 |
| 1995-06-01 | 36.2702700975510 |
| 1995-07-01 | 36.7171265771289 |
| 1995-08-01 | 36.7711687819748 |
| 1995-09-01 | 36.4150860203942 |
| 1995-10-01 | 35.9527936104398 |
| 1995-11-01 | 36.1465057852719 |
| 1995-12-01 | 36.1840590500329 |
| 1996-01-01 | 36.2492170652534 |
| 1996-02-01 | 35.7781216728902 |
| 1996-03-01 | 35.7016997822766 |
| 1996-04-01 | 35.5590099660836 |
| 1996-05-01 | 35.9046775697461 |
| 1996-06-01 | 35.7231407320692 |
| 1996-07-01 | 35.7943810336217 |
| 1996-08-01 | 36.1312807726474 |
| 1996-09-01 | 36.3761714805519 |
| 1996-10-01 | 37.2432637090787 |
| 1996-11-01 | 37.2166737677634 |
| 1996-12-01 | 36.8371330681438 |
| 1997-01-01 | 35.5704140001583 |
| 1997-02-01 | 36.2040013195327 |
| 1997-03-01 | 36.3557400364500 |
| 1997-04-01 | 35.5547967112833 |
| 1997-05-01 | 35.7415551296697 |
| 1997-06-01 | 36.0300860859065 |
| 1997-07-01 | 36.4080423074159 |
| 1997-08-01 | 36.3028453522008 |
| 1997-09-01 | 36.6469416420506 |
| 1997-10-01 | 36.7031071661985 |
| 1997-11-01 | 36.1745592097790 |
| 1997-12-01 | 36.3857534830240 |
| 1998-01-01 | 36.4390929111501 |
| 1998-02-01 | 36.6419833193483 |
| 1998-03-01 | 36.3273929165517 |
| 1998-04-01 | 37.1407909459727 |
| 1998-05-01 | 36.9597735601840 |
| 1998-06-01 | 36.8969908003706 |
| 1998-07-01 | 36.5317238160776 |
| 1998-08-01 | 36.6035652327680 |
| 1998-09-01 | 36.3278999898233 |
| 1998-10-01 | 36.2291491874835 |
| 1998-11-01 | 36.6327109945156 |
| 1998-12-01 | 36.9298288017578 |
| 1999-01-01 | 37.5196962646018 |
| 1999-02-01 | 38.0909014724054 |
| 1999-03-01 | 38.0940574241716 |
| 1999-04-01 | 38.1313254695754 |
| 1999-05-01 | 38.0814292509246 |
| 1999-06-01 | 38.0601767060328 |
| 1999-07-01 | 38.8492986519260 |
| 1999-08-01 | 38.2025158598547 |
| 1999-09-01 | 37.9865279725161 |
| 1999-10-01 | 38.4750419444017 |
| 1999-11-01 | 38.7999950893086 |
| 1999-12-01 | 38.5903386419759 |
| 2000-01-01 | 38.5962944204207 |
| 2000-02-01 | 38.4233769349034 |
| 2000-03-01 | 38.8425908143714 |
| 2000-04-01 | 39.6446763496409 |
| 2000-05-01 | 38.8828160580881 |
| 2000-06-01 | 39.0667504169212 |
| 2000-07-01 | 39.0389473793317 |
| 2000-08-01 | 38.8771423635118 |
| 2000-09-01 | 38.8358819253657 |
| 2000-10-01 | 38.4672041364125 |
| 2000-11-01 | 37.9772153594664 |
| 2000-12-01 | 37.8621018924043 |
| 2001-01-01 | 37.5348118523932 |
| 2001-02-01 | 37.4733393554734 |
| 2001-03-01 | 37.3748798529367 |
| 2001-04-01 | 37.8512012518723 |
| 2001-05-01 | 38.7898799400882 |
| 2001-06-01 | 38.8923083363635 |
| 2001-07-01 | 38.4935991871319 |
| 2001-08-01 | 38.8365727294239 |
| 2001-09-01 | 39.2629434870054 |
| 2001-10-01 | 40.0045223685447 |
| 2001-11-01 | 40.6956541751927 |
| 2001-12-01 | 40.8649743204862 |
| 2002-01-01 | 40.0466703513801 |
| 2002-02-01 | 40.0937308891360 |
| 2002-03-01 | 40.1298634000926 |
| 2002-04-01 | 39.4458593687962 |
| 2002-05-01 | 39.1707057988192 |
| 2002-06-01 | 39.1179726889100 |
| 2002-07-01 | 39.5129830661012 |
| 2002-08-01 | 39.7838564733607 |
| 2002-09-01 | 40.1142110329839 |
| 2002-10-01 | 40.2720258318369 |
| 2002-11-01 | 39.4482263628210 |
| 2002-12-01 | 39.6898929738036 |
| 2003-01-01 | 41.4445099133016 |
| 2003-02-01 | 41.9122499045776 |
| 2003-03-01 | 41.2012974615628 |
| 2003-04-01 | 41.2838764268766 |
| 2003-05-01 | 41.7460771716963 |
| 2003-06-01 | 41.5312593563981 |
| 2003-07-01 | 41.8963435024859 |
| 2003-08-01 | 42.2225782325204 |
| 2003-09-01 | 42.2728066411052 |
| 2003-10-01 | 42.0821046822497 |
| 2003-11-01 | 42.4458391623988 |
| 2003-12-01 | 42.6439067485057 |
| 2004-01-01 | 43.2480369235973 |
| 2004-02-01 | 43.4075016177645 |
| 2004-03-01 | 43.8821394064424 |
| 2004-04-01 | 44.0871518095345 |
| 2004-05-01 | 43.8621914584093 |
| 2004-06-01 | 44.4369660677846 |
| 2004-07-01 | 44.3860065942021 |
| 2004-08-01 | 44.2688408879814 |
| 2004-09-01 | 44.4701454141657 |
| 2004-10-01 | 44.6133263034783 |
| 2004-11-01 | 44.9517480441679 |
| 2004-12-01 | 45.1982407129126 |
| 2005-01-01 | 45.7542669228686 |
| 2005-02-01 | 46.1957496230809 |
| 2005-03-01 | 46.0215305743993 |
| 2005-04-01 | 46.4741739988777 |
| 2005-05-01 | 46.6876966112725 |
| 2005-06-01 | 46.8218484831882 |
| 2005-07-01 | 47.3132084165085 |
| 2005-08-01 | 47.7576974424460 |
| 2005-09-01 | 47.7707144122863 |
| 2005-10-01 | 49.1198121394081 |
| 2005-11-01 | 48.7595864102227 |
| 2005-12-01 | 48.9310598101332 |
| 2006-01-01 | 48.3723046241468 |
| 2006-02-01 | 48.7478801288004 |
| 2006-03-01 | 48.9409748766871 |
| 2006-04-01 | 49.4846270712232 |
| 2006-05-01 | 49.7912383730289 |
| 2006-06-01 | 50.2067438665400 |
| 2006-07-01 | 50.5255774465724 |
| 2006-08-01 | 50.9795014520134 |
| 2006-09-01 | 50.6059633175746 |
| 2006-10-01 | 50.2787408395367 |
| 2006-11-01 | 50.1142814608914 |
| 2006-12-01 | 50.1417859698161 |
| 2007-01-01 | 49.8890719319572 |
| 2007-02-01 | 49.9782955918402 |
| 2007-03-01 | 49.8011509539707 |
| 2007-04-01 | 50.8254745299918 |
| 2007-05-01 | 51.2477980331472 |
| 2007-06-01 | 51.9119925302201 |
| 2007-07-01 | 51.6797403764874 |
| 2007-08-01 | 51.8454961839559 |
| 2007-09-01 | 52.1340768089794 |
| 2007-10-01 | 52.2787591900653 |
| 2007-11-01 | 52.5233196673726 |
| 2007-12-01 | 52.7504316700333 |
| 2008-01-01 | 53.7158434096654 |
| 2008-02-01 | 54.2017333480952 |
| 2008-03-01 | 54.0243054357759 |
| 2008-04-01 | 53.7950391792200 |
| 2008-05-01 | 53.6118387990489 |
| 2008-06-01 | 53.2265301089225 |
| 2008-07-01 | 52.9632334010374 |
| 2008-08-01 | 52.9270654747770 |
| 2008-09-01 | 52.5941721302073 |
| 2008-10-01 | 52.1319276318039 |
| 2008-11-01 | 51.8030966643679 |
| 2008-12-01 | 51.4896434495250 |
| 2009-01-01 | 50.7204580049711 |
| 2009-02-01 | 50.0130385740282 |
| 2009-03-01 | 49.4334277992519 |
| 2009-04-01 | 48.7799148579545 |
| 2009-05-01 | 48.3143458436240 |
| 2009-06-01 | 47.8122700824209 |
| 2009-07-01 | 47.1556245747714 |
| 2009-08-01 | 46.9151665401003 |
| 2009-09-01 | 46.6566533580207 |
| 2009-10-01 | 46.4540180124010 |
| 2009-11-01 | 46.5589587208470 |
| 2009-12-01 | 46.3554590658952 |
| 2010-01-01 | 47.1228871443730 |
| 2010-02-01 | 46.7462172133185 |
| 2010-03-01 | 46.8659776268934 |
| 2010-04-01 | 47.1831811095755 |
| 2010-05-01 | 47.2132087349762 |
| 2010-06-01 | 47.5768422336314 |
| 2010-07-01 | 48.2176128067555 |
| 2010-08-01 | 48.3645460984375 |
| 2010-09-01 | 48.1346737665604 |
| 2010-10-01 | 49.5687509622975 |
| 2010-11-01 | 49.8165862768688 |
| 2010-12-01 | 49.8720534434465 |
| 2011-01-01 | 48.9019679241147 |
| 2011-02-01 | 48.6034299357827 |
| 2011-03-01 | 49.0308186236380 |
| 2011-04-01 | 48.9861406565067 |
| 2011-05-01 | 49.0170287793163 |
| 2011-06-01 | 48.9365291862376 |
| 2011-07-01 | 48.8302413543318 |
| 2011-08-01 | 48.6818513072662 |
| 2011-09-01 | 48.4882508118714 |
| 2011-10-01 | 49.0974528648725 |
| 2011-11-01 | 48.9832466825764 |
| 2011-12-01 | 49.2877057172081 |
| 2012-01-01 | 49.4053080035739 |
| 2012-02-01 | 49.5996248422363 |
| 2012-03-01 | 49.7257808148150 |
| 2012-04-01 | 49.7903438993518 |
| 2012-05-01 | 49.8972652482169 |
| 2012-06-01 | 49.9960627078706 |
| 2012-07-01 | 49.4987128328418 |
| 2012-08-01 | 49.6667685406510 |
| 2012-09-01 | 49.8361380910913 |
| 2012-10-01 | 49.1418971768516 |
| 2012-11-01 | 49.8876990277251 |
| 2012-12-01 | 49.8099121889320 |
| 2013-01-01 | 49.8913182427888 |
| 2013-02-01 | 49.8880868805067 |
| 2013-03-01 | 49.9682795157589 |
| 2013-04-01 | 49.8736261050209 |
| 2013-05-01 | 50.0649520397854 |
| 2013-06-01 | 50.2919348850725 |
| 2013-07-01 | 50.5573257205683 |
| 2013-08-01 | 50.7323117321374 |
| 2013-09-01 | 50.6554813287827 |
| 2013-10-01 | 49.8144411587500 |
| 2013-11-01 | 50.0728830613355 |
| 2013-12-01 | 50.4894386255614 |
| 2014-01-01 | 51.1889207042864 |
| 2014-02-01 | 51.3023257652812 |
| 2014-03-01 | 51.5498329898066 |
| 2014-04-01 | 51.4572952926432 |
| 2014-05-01 | 51.4209394642971 |
| 2014-06-01 | 51.5049984031658 |
| 2014-07-01 | 51.6192269439090 |
| 2014-08-01 | 51.6856302390362 |
| 2014-09-01 | 51.5463741950290 |
| 2014-10-01 | 52.0133548099049 |
| 2014-11-01 | 52.1391738953794 |
| 2014-12-01 | 52.6373960313942 |
| 2015-01-01 | 51.9839992483019 |
| 2015-02-01 | 52.2317509905805 |
| 2015-03-01 | 52.3374843236203 |
| 2015-04-01 | 52.4393326114701 |
| 2015-05-01 | 52.6068134811173 |
| 2015-06-01 | 52.7371581604433 |
| 2015-07-01 | 52.7795007680905 |
| 2015-08-01 | 52.7461823859256 |
| 2015-09-01 | 52.8367834367488 |
| 2015-10-01 | 53.0093910859171 |
| 2015-11-01 | 52.8738681003300 |
| 2015-12-01 | 52.7153520131411 |
| 2016-01-01 | 53.3935812525184 |
| 2016-02-01 | 53.4875237302197 |
| 2016-03-01 | 53.2221567359982 |
| 2016-04-01 | 53.7561676918964 |
| 2016-05-01 | 53.5999084300135 |
| 2016-06-01 | 53.3627788531333 |
| 2016-07-01 | 53.7578518883071 |
| 2016-08-01 | 53.2044312330037 |
| 2016-09-01 | 54.2287780143117 |
| 2016-10-01 | 53.6070448648702 |
| 2016-11-01 | 53.6181685835702 |
| 2016-12-01 | 53.3620569221796 |
| 2017-01-01 | 53.3739244539858 |
| 2017-02-01 | 53.3370799390248 |
| 2017-03-01 | 53.2810895473060 |
| 2017-04-01 | 53.4996873325437 |
| 2017-05-01 | 53.6171377551921 |
| 2017-06-01 | 53.5033339506912 |
| 2017-07-01 | 53.0485222013945 |
| 2017-08-01 | 53.1603024771615 |
| 2017-09-01 | 53.2380049814897 |
| 2017-10-01 | 52.6959472584274 |
| 2017-11-01 | 52.6659047814444 |
| 2017-12-01 | 52.2902060147992 |
| 2018-01-01 | 51.7491539606142 |
| 2018-02-01 | 51.6721460329345 |
| 2018-03-01 | 51.7028972825381 |
| 2018-04-01 | 50.8699567611908 |
| 2018-05-01 | 51.0327528457079 |
| 2018-06-01 | 51.2469290837786 |
| 2018-07-01 | 51.0418531898508 |
| 2018-08-01 | 50.8217292665700 |
| 2018-09-01 | 50.5494949009196 |
| 2018-10-01 | 50.6951173295827 |
| 2018-11-01 | 50.6472852385212 |
| 2018-12-01 | 50.7488676756840 |
| 2019-01-01 | 50.7133048536172 |
| 2019-02-01 | 50.3746093457588 |
| 2019-03-01 | 50.2731210176658 |
| 2019-04-01 | 50.2231570148603 |
| 2019-05-01 | 50.2737206421850 |
| 2019-06-01 | 50.0824631319555 |
| 2019-07-01 | 49.9137377858178 |
| 2019-08-01 | 49.8920025825488 |
| 2019-09-01 | 49.6966917136269 |
| 2019-10-01 | 49.3915976588526 |
| 2019-11-01 | 49.4789157457314 |
| 2019-12-01 | 49.4303106660696 |
| 2020-01-01 | 49.5890630036491 |
| 2020-02-01 | 49.8418119362090 |
| 2020-03-01 | 49.5159926014239 |
| 2020-04-01 | 43.9461557424314 |
| 2020-05-01 | 43.7018510314844 |
| 2020-06-01 | 44.4882687140057 |
| 2020-07-01 | 45.1773206907267 |
| 2020-08-01 | 45.8929893759543 |
| 2020-09-01 | 46.3333552064364 |
| 2020-10-01 | 47.1133513877671 |
| 2020-11-01 | 47.2569955670358 |
| 2020-12-01 | 47.6648757910535 |
| 2021-01-01 | 47.4565678289663 |
| 2021-02-01 | 47.7866581065506 |
| 2021-03-01 | 47.9404118366033 |
| 2021-04-01 | 48.0230868098194 |
| 2021-05-01 | 48.2230241492500 |
| 2021-06-01 | 47.9779543493706 |
| 2021-07-01 | 48.2360151136441 |
| 2021-08-01 | 48.1100389983968 |
| 2021-09-01 | 47.7794113307148 |
| 2021-10-01 | 48.6442165105394 |
| 2021-11-01 | 48.7527628126031 |
| 2021-12-01 | 48.7138765255098 |
| 2022-01-01 | 48.9493805946104 |
| 2022-02-01 | 49.0163548529817 |
| 2022-03-01 | 49.0686975443357 |
| 2022-04-01 | 49.3675312571649 |
| 2022-05-01 | 49.3274915104828 |
| 2022-06-01 | 49.5335900562294 |
| 2022-07-01 | 49.5125852394660 |
| 2022-08-01 | 49.6644307901644 |
| 2022-09-01 | 49.5054376824357 |
| 2022-10-01 | 49.2962007787233 |
| 2022-11-01 | 49.4263437017949 |
| 2022-12-01 | 49.0661086492543 |
| 2023-01-01 | 50.4453933226222 |
| 2023-02-01 | 50.1607539930149 |
| 2023-03-01 | 50.3031790924688 |
| 2023-04-01 | 50.0037561809343 |
| 2023-05-01 | 49.8375269986920 |
| 2023-06-01 | 50.0720592954041 |
| 2023-07-01 | 49.8103097322398 |
| 2023-08-01 | 49.5132875259078 |
| 2023-09-01 | 49.4355938624255 |
| 2023-10-01 | 49.0461086586618 |
| 2023-11-01 | 48.7805093432772 |
| 2023-12-01 | 48.4906342168567 |
| 2024-01-01 | 48.6429377745717 |
| 2024-02-01 | 48.4140764446315 |
| 2024-03-01 | 48.6605383771009 |
| 2024-04-01 | 48.4546059797437 |
| 2024-05-01 | 48.5452498626288 |
| 2024-06-01 | 48.4190614526930 |
| 2024-07-01 | 48.4199173765145 |
| 2024-08-01 | 48.4659891645644 |
| 2024-09-01 | 48.3462668869999 |
| 2024-10-01 | 48.4885725906310 |
| 2024-11-01 | 48.3979308472784 |
| 2024-12-01 | 48.4038888680085 |
| 2025-01-01 | 48.1252444890686 |
| 2025-02-01 | 48.1939958689895 |
| 2025-03-01 | 47.7352392744584 |
| 2025-04-01 | 47.7339491826454 |
| 2025-05-01 | 47.3442775103386 |
| 2025-06-01 | 47.2980011634166 |
| 2025-07-01 | 47.0404184310026 |
| 2025-08-01 | 46.7907567416983 |
| 2025-09-01 | 46.8563417646626 |
| 2025-10-01 | 46.8029153483169 |
| 2025-11-01 | 46.8942227109251 |