Table Data - All Employees: Other Services in Akron, OH (MSA)
| Title | All Employees: Other Services in Akron, OH (MSA) |
|---|---|
| Series ID | AKRO439SRVO |
| 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 2026-07-01 |
| Last Updated | 2026-08-21 7:47 PM 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 | 11.14497521791790 |
| 1990-02-01 | 11.10597715628060 |
| 1990-03-01 | 11.10824906014000 |
| 1990-04-01 | 11.19427483453010 |
| 1990-05-01 | 11.28935915827100 |
| 1990-06-01 | 11.34949646411390 |
| 1990-07-01 | 11.44331516438990 |
| 1990-08-01 | 11.61457004755240 |
| 1990-09-01 | 11.66460040546690 |
| 1990-10-01 | 11.66856072609020 |
| 1990-11-01 | 11.78820563535400 |
| 1990-12-01 | 11.74159326251320 |
| 1991-01-01 | 11.73430171399700 |
| 1991-02-01 | 11.79960071967380 |
| 1991-03-01 | 11.78821776271090 |
| 1991-04-01 | 11.80396827701930 |
| 1991-05-01 | 11.79543799164830 |
| 1991-06-01 | 11.85101469634470 |
| 1991-07-01 | 12.05613900559870 |
| 1991-08-01 | 11.92382966799950 |
| 1991-09-01 | 11.96875656094010 |
| 1991-10-01 | 11.95928201962070 |
| 1991-11-01 | 11.88718944274110 |
| 1991-12-01 | 11.94310562906240 |
| 1992-01-01 | 11.92625115732610 |
| 1992-02-01 | 11.98946848219020 |
| 1992-03-01 | 11.95783340833120 |
| 1992-04-01 | 12.31643426393660 |
| 1992-05-01 | 12.41012719702200 |
| 1992-06-01 | 12.45313575444940 |
| 1992-07-01 | 12.57356252762340 |
| 1992-08-01 | 12.53464642334250 |
| 1992-09-01 | 12.47153857601620 |
| 1992-10-01 | 12.64676777689260 |
| 1992-11-01 | 12.58918009295590 |
| 1992-12-01 | 12.94135915295020 |
| 1993-01-01 | 13.31980865589390 |
| 1993-02-01 | 13.28323749533020 |
| 1993-03-01 | 13.12117472649330 |
| 1993-04-01 | 13.12733315030730 |
| 1993-05-01 | 13.12765038757070 |
| 1993-06-01 | 13.15992739055710 |
| 1993-07-01 | 13.18931743914660 |
| 1993-08-01 | 13.23697404694860 |
| 1993-09-01 | 13.37788318940060 |
| 1993-10-01 | 13.43405849745890 |
| 1993-11-01 | 13.48929340843780 |
| 1993-12-01 | 13.53711297602750 |
| 1994-01-01 | 13.72523863397610 |
| 1994-02-01 | 13.67329660931360 |
| 1994-03-01 | 13.79015716489050 |
| 1994-04-01 | 13.63518154855470 |
| 1994-05-01 | 13.74421672883240 |
| 1994-06-01 | 13.77066578696440 |
| 1994-07-01 | 13.70366668375590 |
| 1994-08-01 | 13.72490401149340 |
| 1994-09-01 | 13.76801709679630 |
| 1994-10-01 | 13.93035255278440 |
| 1994-11-01 | 13.90180613200950 |
| 1994-12-01 | 14.04697372249800 |
| 1995-01-01 | 13.83481988154610 |
| 1995-02-01 | 13.85691651237420 |
| 1995-03-01 | 13.86039765744130 |
| 1995-04-01 | 13.94106185621990 |
| 1995-05-01 | 13.95003496338520 |
| 1995-06-01 | 14.08241000571180 |
| 1995-07-01 | 14.11111862139220 |
| 1995-08-01 | 14.21184005943040 |
| 1995-09-01 | 14.26262950659940 |
| 1995-10-01 | 14.22916565367720 |
| 1995-11-01 | 14.31368191502110 |
| 1995-12-01 | 14.36479531322910 |
| 1996-01-01 | 14.35323420094960 |
| 1996-02-01 | 14.32946351176980 |
| 1996-03-01 | 14.44038765838980 |
| 1996-04-01 | 14.43768040543610 |
| 1996-05-01 | 14.14972344313600 |
| 1996-06-01 | 14.08968200219930 |
| 1996-07-01 | 14.51346958551160 |
| 1996-08-01 | 14.50482590237870 |
| 1996-09-01 | 14.45402398114910 |
| 1996-10-01 | 14.53643008503460 |
| 1996-11-01 | 14.54038901482930 |
| 1996-12-01 | 14.58710793876420 |
| 1997-01-01 | 14.36526429665320 |
| 1997-02-01 | 14.49275502702700 |
| 1997-03-01 | 14.41989703628170 |
| 1997-04-01 | 14.62616919841900 |
| 1997-05-01 | 14.74926402865080 |
| 1997-06-01 | 14.69260222771370 |
| 1997-07-01 | 14.70513987528980 |
| 1997-08-01 | 14.81940528310070 |
| 1997-09-01 | 14.75890309343160 |
| 1997-10-01 | 14.44684292749520 |
| 1997-11-01 | 14.46552813636220 |
| 1997-12-01 | 14.39572417172320 |
| 1998-01-01 | 14.46409833111950 |
| 1998-02-01 | 14.55268702173500 |
| 1998-03-01 | 14.51892853870070 |
| 1998-04-01 | 14.41444378539000 |
| 1998-05-01 | 14.44586609847320 |
| 1998-06-01 | 14.39540891408740 |
| 1998-07-01 | 14.39805492148220 |
| 1998-08-01 | 14.33583304598770 |
| 1998-09-01 | 14.35907980497150 |
| 1998-10-01 | 14.45903084428430 |
| 1998-11-01 | 14.49161599836510 |
| 1998-12-01 | 14.39876260549670 |
| 1999-01-01 | 14.45147915533630 |
| 1999-02-01 | 14.41882309740190 |
| 1999-03-01 | 14.42703312378660 |
| 1999-04-01 | 14.01072665899780 |
| 1999-05-01 | 13.74485815787820 |
| 1999-06-01 | 13.69004395770150 |
| 1999-07-01 | 13.59153504548720 |
| 1999-08-01 | 13.55973544296810 |
| 1999-09-01 | 13.56337407842790 |
| 1999-10-01 | 13.65797016636630 |
| 1999-11-01 | 13.60252356715050 |
| 1999-12-01 | 13.69270234014630 |
| 2000-01-01 | 13.93043917991580 |
| 2000-02-01 | 13.81080991002930 |
| 2000-03-01 | 13.85517436937080 |
| 2000-04-01 | 13.60920556173990 |
| 2000-05-01 | 13.64152769019560 |
| 2000-06-01 | 13.78411767775420 |
| 2000-07-01 | 13.78688271139440 |
| 2000-08-01 | 13.66674820845670 |
| 2000-09-01 | 13.76498372704500 |
| 2000-10-01 | 13.65429370091950 |
| 2000-11-01 | 13.70334868573670 |
| 2000-12-01 | 13.78302899882530 |
| 2001-01-01 | 14.31101692514400 |
| 2001-02-01 | 14.32610485993290 |
| 2001-03-01 | 14.18507285656760 |
| 2001-04-01 | 14.31043958770210 |
| 2001-05-01 | 14.34336734137810 |
| 2001-06-01 | 14.27525794201860 |
| 2001-07-01 | 14.37932807585180 |
| 2001-08-01 | 14.46774695268910 |
| 2001-09-01 | 14.36427477893260 |
| 2001-10-01 | 14.34811302026950 |
| 2001-11-01 | 14.29494062086860 |
| 2001-12-01 | 14.26975882472330 |
| 2002-01-01 | 14.09165118698570 |
| 2002-02-01 | 13.95737735876080 |
| 2002-03-01 | 14.01875136699210 |
| 2002-04-01 | 14.11511628409700 |
| 2002-05-01 | 14.13692894134840 |
| 2002-06-01 | 14.17787135185290 |
| 2002-07-01 | 14.07759626816980 |
| 2002-08-01 | 14.04971411493110 |
| 2002-09-01 | 14.06201010288430 |
| 2002-10-01 | 14.04293397431680 |
| 2002-11-01 | 13.97828914402870 |
| 2002-12-01 | 13.96259044754430 |
| 2003-01-01 | 14.08046483347320 |
| 2003-02-01 | 13.98791824518970 |
| 2003-03-01 | 14.03757607393350 |
| 2003-04-01 | 14.02658214802330 |
| 2003-05-01 | 14.03555115246900 |
| 2003-06-01 | 13.97806891414290 |
| 2003-07-01 | 13.98062927695720 |
| 2003-08-01 | 13.93860363479860 |
| 2003-09-01 | 13.85755096067680 |
| 2003-10-01 | 13.84020322677990 |
| 2003-11-01 | 13.85569126451940 |
| 2003-12-01 | 13.76010071128500 |
| 2004-01-01 | 13.76335253714850 |
| 2004-02-01 | 13.71524977613130 |
| 2004-03-01 | 13.73752258865190 |
| 2004-04-01 | 13.74024330445820 |
| 2004-05-01 | 13.73956866553030 |
| 2004-06-01 | 13.79250252338010 |
| 2004-07-01 | 13.78837722557780 |
| 2004-08-01 | 13.72779470656290 |
| 2004-09-01 | 13.85534080377340 |
| 2004-10-01 | 13.93913761615950 |
| 2004-11-01 | 13.92710681549320 |
| 2004-12-01 | 14.05367348064610 |
| 2005-01-01 | 13.95195452752310 |
| 2005-02-01 | 14.12841171776520 |
| 2005-03-01 | 14.12902426095380 |
| 2005-04-01 | 14.15786838251890 |
| 2005-05-01 | 14.15656781200990 |
| 2005-06-01 | 14.10945666054030 |
| 2005-07-01 | 14.09326629412630 |
| 2005-08-01 | 14.12152083709900 |
| 2005-09-01 | 14.04447612218090 |
| 2005-10-01 | 14.04357665736510 |
| 2005-11-01 | 14.00632562793710 |
| 2005-12-01 | 14.04332763124630 |
| 2006-01-01 | 13.73836499363990 |
| 2006-02-01 | 13.83217088719160 |
| 2006-03-01 | 13.82206528291630 |
| 2006-04-01 | 13.77235223547100 |
| 2006-05-01 | 13.77562464116310 |
| 2006-06-01 | 13.83942414687670 |
| 2006-07-01 | 13.69462086732180 |
| 2006-08-01 | 13.81068875858380 |
| 2006-09-01 | 13.83267968552500 |
| 2006-10-01 | 13.74650155078090 |
| 2006-11-01 | 13.78474353158960 |
| 2006-12-01 | 13.72899592604950 |
| 2007-01-01 | 13.73642339424920 |
| 2007-02-01 | 13.63374963534870 |
| 2007-03-01 | 13.71693801433310 |
| 2007-04-01 | 13.68827298936130 |
| 2007-05-01 | 13.69724278459350 |
| 2007-06-01 | 13.66058786218520 |
| 2007-07-01 | 13.68944837332450 |
| 2007-08-01 | 13.70217178266980 |
| 2007-09-01 | 13.61994353291400 |
| 2007-10-01 | 13.94590372911260 |
| 2007-11-01 | 13.87875588407480 |
| 2007-12-01 | 13.91878712115970 |
| 2008-01-01 | 13.93119102121390 |
| 2008-02-01 | 14.03793314336680 |
| 2008-03-01 | 13.91163584051200 |
| 2008-04-01 | 13.99242049131660 |
| 2008-05-01 | 14.01160749309440 |
| 2008-06-01 | 13.98492305111160 |
| 2008-07-01 | 13.97811858638610 |
| 2008-08-01 | 13.99945320244730 |
| 2008-09-01 | 13.91621746507800 |
| 2008-10-01 | 13.84223221110630 |
| 2008-11-01 | 13.77391944477800 |
| 2008-12-01 | 13.71478588974620 |
| 2009-01-01 | 13.73001760416450 |
| 2009-02-01 | 13.63922726046980 |
| 2009-03-01 | 13.60564784777230 |
| 2009-04-01 | 13.59387493491730 |
| 2009-05-01 | 13.52148802844860 |
| 2009-06-01 | 13.50320749644760 |
| 2009-07-01 | 13.46609154623180 |
| 2009-08-01 | 13.39199187144820 |
| 2009-09-01 | 13.41600723918760 |
| 2009-10-01 | 13.33481093492590 |
| 2009-11-01 | 13.38354339772930 |
| 2009-12-01 | 13.32146311612260 |
| 2010-01-01 | 13.13035922163710 |
| 2010-02-01 | 13.13791268915620 |
| 2010-03-01 | 13.20234454497540 |
| 2010-04-01 | 13.08122747072990 |
| 2010-05-01 | 13.12121199449070 |
| 2010-06-01 | 13.22043976476010 |
| 2010-07-01 | 13.26040992303220 |
| 2010-08-01 | 13.28447248729650 |
| 2010-09-01 | 13.31659896400120 |
| 2010-10-01 | 13.42529427029820 |
| 2010-11-01 | 13.38841705506220 |
| 2010-12-01 | 13.53279844789910 |
| 2011-01-01 | 13.54207145039340 |
| 2011-02-01 | 13.54166560179820 |
| 2011-03-01 | 13.49814857071690 |
| 2011-04-01 | 13.57259232918680 |
| 2011-05-01 | 13.51636914299060 |
| 2011-06-01 | 13.42345357603720 |
| 2011-07-01 | 13.45858693846660 |
| 2011-08-01 | 13.37157356028440 |
| 2011-09-01 | 13.31793443044640 |
| 2011-10-01 | 13.41100101435490 |
| 2011-11-01 | 13.49725985113840 |
| 2011-12-01 | 13.45255800935120 |
| 2012-01-01 | 13.56149123023090 |
| 2012-02-01 | 13.54263424496380 |
| 2012-03-01 | 13.59709147894330 |
| 2012-04-01 | 13.55620215412880 |
| 2012-05-01 | 13.60293454185120 |
| 2012-06-01 | 13.62242646388760 |
| 2012-07-01 | 13.66333456492180 |
| 2012-08-01 | 13.76843838183480 |
| 2012-09-01 | 13.71849712809300 |
| 2012-10-01 | 13.69543235862280 |
| 2012-11-01 | 13.69507668397100 |
| 2012-12-01 | 13.67130411224180 |
| 2013-01-01 | 13.78384766617190 |
| 2013-02-01 | 13.84804980291560 |
| 2013-03-01 | 13.80034401117660 |
| 2013-04-01 | 13.84698843909490 |
| 2013-05-01 | 13.78449471743270 |
| 2013-06-01 | 13.71254214363780 |
| 2013-07-01 | 13.66940315768790 |
| 2013-08-01 | 13.66933257662880 |
| 2013-09-01 | 13.61592067532180 |
| 2013-10-01 | 13.38174887990910 |
| 2013-11-01 | 13.49793545410590 |
| 2013-12-01 | 13.48625418692180 |
| 2014-01-01 | 13.40571634900250 |
| 2014-02-01 | 13.34906751687350 |
| 2014-03-01 | 13.30637754511360 |
| 2014-04-01 | 13.53153472288390 |
| 2014-05-01 | 13.76561175720240 |
| 2014-06-01 | 13.80372192629660 |
| 2014-07-01 | 13.87668504977450 |
| 2014-08-01 | 13.98556837598940 |
| 2014-09-01 | 14.00862783995800 |
| 2014-10-01 | 14.16883995936140 |
| 2014-11-01 | 14.19517748482840 |
| 2014-12-01 | 14.19053910121580 |
| 2015-01-01 | 14.22507669655220 |
| 2015-02-01 | 14.36151372303100 |
| 2015-03-01 | 14.31407551927110 |
| 2015-04-01 | 14.22371322958210 |
| 2015-05-01 | 14.14641687603770 |
| 2015-06-01 | 14.08579357093080 |
| 2015-07-01 | 13.97446000745000 |
| 2015-08-01 | 13.90873368680230 |
| 2015-09-01 | 13.70588169352240 |
| 2015-10-01 | 13.75802190203430 |
| 2015-11-01 | 13.70045123565490 |
| 2015-12-01 | 13.59198879127910 |
| 2016-01-01 | 13.53647366527630 |
| 2016-02-01 | 13.36703946148490 |
| 2016-03-01 | 13.31953928816970 |
| 2016-04-01 | 13.31330528898950 |
| 2016-05-01 | 13.33757511445120 |
| 2016-06-01 | 13.27200546591030 |
| 2016-07-01 | 13.26850588535710 |
| 2016-08-01 | 13.23466211166070 |
| 2016-09-01 | 13.30231921725480 |
| 2016-10-01 | 13.15478431909790 |
| 2016-11-01 | 13.29715260302510 |
| 2016-12-01 | 13.39134785075220 |
| 2017-01-01 | 13.33398143304560 |
| 2017-02-01 | 13.37604269346670 |
| 2017-03-01 | 13.32863518447640 |
| 2017-04-01 | 13.31619909414850 |
| 2017-05-01 | 13.43905297333170 |
| 2017-06-01 | 13.15926478054610 |
| 2017-07-01 | 13.05699499854320 |
| 2017-08-01 | 13.04541587618970 |
| 2017-09-01 | 13.19720730120450 |
| 2017-10-01 | 13.25903159483720 |
| 2017-11-01 | 13.19192439512230 |
| 2017-12-01 | 13.18754256898900 |
| 2018-01-01 | 13.23200425405440 |
| 2018-02-01 | 13.27748146199400 |
| 2018-03-01 | 13.33960101913270 |
| 2018-04-01 | 13.42120158184470 |
| 2018-05-01 | 13.55186357916600 |
| 2018-06-01 | 13.55424480479070 |
| 2018-07-01 | 13.44791936571860 |
| 2018-08-01 | 13.34324121886960 |
| 2018-09-01 | 13.29098966200470 |
| 2018-10-01 | 13.26456379349710 |
| 2018-11-01 | 13.17629769167810 |
| 2018-12-01 | 13.17943653318010 |
| 2019-01-01 | 13.23004883790060 |
| 2019-02-01 | 13.18241729024590 |
| 2019-03-01 | 13.25737406593660 |
| 2019-04-01 | 13.23807772535560 |
| 2019-05-01 | 13.16790511322640 |
| 2019-06-01 | 13.24816645868610 |
| 2019-07-01 | 13.23494050708030 |
| 2019-08-01 | 13.22558985000500 |
| 2019-09-01 | 13.29390279162120 |
| 2019-10-01 | 13.27004445573280 |
| 2019-11-01 | 13.35782462087280 |
| 2019-12-01 | 13.36941362507090 |
| 2020-01-01 | 13.43101444284070 |
| 2020-02-01 | 13.48521414739680 |
| 2020-03-01 | 12.97222756100540 |
| 2020-04-01 | 8.95592142029505 |
| 2020-05-01 | 10.38648915867450 |
| 2020-06-01 | 11.44239656174530 |
| 2020-07-01 | 11.82459839648130 |
| 2020-08-01 | 12.00647379759480 |
| 2020-09-01 | 12.19707353317460 |
| 2020-10-01 | 12.27733013261120 |
| 2020-11-01 | 12.24284283353950 |
| 2020-12-01 | 12.25813805582090 |
| 2021-01-01 | 12.22617422527480 |
| 2021-02-01 | 12.29178604755030 |
| 2021-03-01 | 12.28821563122110 |
| 2021-04-01 | 12.37423424563960 |
| 2021-05-01 | 12.39327054031650 |
| 2021-06-01 | 12.34032453760810 |
| 2021-07-01 | 12.31388383930190 |
| 2021-08-01 | 12.28833871205690 |
| 2021-09-01 | 12.30373376887170 |
| 2021-10-01 | 12.28218532359250 |
| 2021-11-01 | 12.33535129197480 |
| 2021-12-01 | 12.34969147939840 |
| 2022-01-01 | 12.52731312988690 |
| 2022-02-01 | 12.40046005178110 |
| 2022-03-01 | 12.29821482678680 |
| 2022-04-01 | 12.37950921179720 |
| 2022-05-01 | 12.38472043840470 |
| 2022-06-01 | 12.43512933057520 |
| 2022-07-01 | 12.50775777608210 |
| 2022-08-01 | 12.58389094717790 |
| 2022-09-01 | 12.50826247072400 |
| 2022-10-01 | 12.59138310403300 |
| 2022-11-01 | 12.64085475922850 |
| 2022-12-01 | 12.65293320039280 |
| 2023-01-01 | 12.62313679031550 |
| 2023-02-01 | 12.60403993951910 |
| 2023-03-01 | 12.59883462719800 |
| 2023-04-01 | 12.57713174028620 |
| 2023-05-01 | 12.56556277498760 |
| 2023-06-01 | 12.62727956670260 |
| 2023-07-01 | 12.60749477299160 |
| 2023-08-01 | 12.58689055776940 |
| 2023-09-01 | 12.61708592117870 |
| 2023-10-01 | 12.59980675480220 |
| 2023-11-01 | 12.55336625498980 |
| 2023-12-01 | 12.66286861891480 |
| 2024-01-01 | 12.71888026192130 |
| 2024-02-01 | 12.70441612960630 |
| 2024-03-01 | 12.78996212663470 |
| 2024-04-01 | 12.86659441982520 |
| 2024-05-01 | 12.94695699255270 |
| 2024-06-01 | 12.91510676567970 |
| 2024-07-01 | 13.01280171717000 |
| 2024-08-01 | 12.89905194652970 |
| 2024-09-01 | 13.01898943321880 |
| 2024-10-01 | 13.11259797587040 |
| 2024-11-01 | 13.07142049456280 |
| 2024-12-01 | 12.97489916751380 |
| 2025-01-01 | 12.90950352584890 |
| 2025-02-01 | 12.89837252620130 |
| 2025-03-01 | 12.87803660163110 |
| 2025-04-01 | 12.95617755303860 |
| 2025-05-01 | 12.83239773186370 |
| 2025-06-01 | 12.81109637529890 |
| 2025-07-01 | 12.62223807000950 |
| 2025-08-01 | 12.70874315916060 |
| 2025-09-01 | 12.72074665152250 |
| 2025-10-01 | 12.61729526347850 |
| 2025-11-01 | 12.58080733045560 |
| 2025-12-01 | 12.68411997681720 |
| 2026-01-01 | 12.80806408562680 |
| 2026-02-01 | 12.79279548528870 |
| 2026-03-01 | 12.76984606092360 |
| 2026-04-01 | 12.74640038928000 |
| 2026-05-01 | 12.72171950254420 |
| 2026-06-01 | 12.70848470039580 |
| 2026-07-01 | 12.63128886956870 |