Table Data - All Employees: Private Service Providing in Akron, OH (MSA)
| Title | All Employees: Private Service Providing in Akron, OH (MSA) |
|---|---|
| Series ID | SMU39104200800000001SA |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 10:40 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 | 166.8192591606 |
| 1990-02-01 | 166.9997730758 |
| 1990-03-01 | 167.4736231706 |
| 1990-04-01 | 167.8367711399 |
| 1990-05-01 | 167.4845381507 |
| 1990-06-01 | 167.7304170030 |
| 1990-07-01 | 168.0710452791 |
| 1990-08-01 | 168.5044352963 |
| 1990-09-01 | 168.4271775509 |
| 1990-10-01 | 168.9683682262 |
| 1990-11-01 | 169.8955413915 |
| 1990-12-01 | 169.8343900630 |
| 1991-01-01 | 168.9125441478 |
| 1991-02-01 | 168.6409779354 |
| 1991-03-01 | 168.8815066414 |
| 1991-04-01 | 168.6386404609 |
| 1991-05-01 | 168.8503036640 |
| 1991-06-01 | 169.5904212430 |
| 1991-07-01 | 169.8994972010 |
| 1991-08-01 | 170.2693431748 |
| 1991-09-01 | 170.8608229940 |
| 1991-10-01 | 170.4968032428 |
| 1991-11-01 | 170.5713173270 |
| 1991-12-01 | 170.7248426876 |
| 1992-01-01 | 171.3375412735 |
| 1992-02-01 | 171.5493526274 |
| 1992-03-01 | 171.0743458448 |
| 1992-04-01 | 173.5891714899 |
| 1992-05-01 | 173.3856486242 |
| 1992-06-01 | 173.3349807169 |
| 1992-07-01 | 173.9300536368 |
| 1992-08-01 | 174.1658876422 |
| 1992-09-01 | 173.2721101528 |
| 1992-10-01 | 175.6056528880 |
| 1992-11-01 | 174.3622971887 |
| 1992-12-01 | 174.7930876532 |
| 1993-01-01 | 175.7770008254 |
| 1993-02-01 | 176.2940401648 |
| 1993-03-01 | 175.8824698692 |
| 1993-04-01 | 176.3673243230 |
| 1993-05-01 | 176.1880611022 |
| 1993-06-01 | 176.2077478294 |
| 1993-07-01 | 176.5538929497 |
| 1993-08-01 | 177.4282938116 |
| 1993-09-01 | 178.4104625307 |
| 1993-10-01 | 179.8501988407 |
| 1993-11-01 | 181.0922679809 |
| 1993-12-01 | 181.3973765306 |
| 1994-01-01 | 183.8174094454 |
| 1994-02-01 | 184.8858553873 |
| 1994-03-01 | 185.8068901901 |
| 1994-04-01 | 183.1675117690 |
| 1994-05-01 | 184.2323880864 |
| 1994-06-01 | 185.6000999208 |
| 1994-07-01 | 185.6481910030 |
| 1994-08-01 | 185.4328531467 |
| 1994-09-01 | 186.5519486023 |
| 1994-10-01 | 186.6287095621 |
| 1994-11-01 | 187.9037644585 |
| 1994-12-01 | 188.3290775364 |
| 1995-01-01 | 188.7172574930 |
| 1995-02-01 | 189.7968073787 |
| 1995-03-01 | 190.6732236549 |
| 1995-04-01 | 190.8132233348 |
| 1995-05-01 | 190.6127586932 |
| 1995-06-01 | 192.3118824816 |
| 1995-07-01 | 193.0107804164 |
| 1995-08-01 | 194.1898069335 |
| 1995-09-01 | 193.8451668398 |
| 1995-10-01 | 192.4739838005 |
| 1995-11-01 | 193.2300775654 |
| 1995-12-01 | 194.2592298857 |
| 1996-01-01 | 195.1304153262 |
| 1996-02-01 | 194.7822669767 |
| 1996-03-01 | 195.0438939985 |
| 1996-04-01 | 195.2363255229 |
| 1996-05-01 | 196.1565763329 |
| 1996-06-01 | 196.0288946875 |
| 1996-07-01 | 196.6159697058 |
| 1996-08-01 | 197.7046961057 |
| 1996-09-01 | 198.1666792882 |
| 1996-10-01 | 199.2438692191 |
| 1996-11-01 | 199.8669452520 |
| 1996-12-01 | 198.9353866246 |
| 1997-01-01 | 198.3081541413 |
| 1997-02-01 | 199.1442652354 |
| 1997-03-01 | 199.2165066174 |
| 1997-04-01 | 199.0969908361 |
| 1997-05-01 | 199.5336388102 |
| 1997-06-01 | 200.2486024028 |
| 1997-07-01 | 200.7048410077 |
| 1997-08-01 | 200.7997928073 |
| 1997-09-01 | 200.7550940796 |
| 1997-10-01 | 200.4489020569 |
| 1997-11-01 | 199.9822679004 |
| 1997-12-01 | 200.4374055277 |
| 1998-01-01 | 200.7302247891 |
| 1998-02-01 | 200.9433246987 |
| 1998-03-01 | 201.1147745865 |
| 1998-04-01 | 201.9781728438 |
| 1998-05-01 | 201.5196831158 |
| 1998-06-01 | 201.0315708270 |
| 1998-07-01 | 200.7985098584 |
| 1998-08-01 | 200.6752038278 |
| 1998-09-01 | 200.1614777414 |
| 1998-10-01 | 202.5336103944 |
| 1998-11-01 | 202.6345386356 |
| 1998-12-01 | 203.1873825621 |
| 1999-01-01 | 203.0203662063 |
| 1999-02-01 | 204.0050925412 |
| 1999-03-01 | 204.4959856016 |
| 1999-04-01 | 206.8896943261 |
| 1999-05-01 | 205.7388225182 |
| 1999-06-01 | 205.5741397016 |
| 1999-07-01 | 208.1093555294 |
| 1999-08-01 | 207.0590222047 |
| 1999-09-01 | 207.1029747793 |
| 1999-10-01 | 207.6716431997 |
| 1999-11-01 | 208.4130983163 |
| 1999-12-01 | 208.7540740983 |
| 2000-01-01 | 208.1482143659 |
| 2000-02-01 | 207.9514926143 |
| 2000-03-01 | 209.1065748845 |
| 2000-04-01 | 208.7676353844 |
| 2000-05-01 | 207.9081001504 |
| 2000-06-01 | 208.9459537618 |
| 2000-07-01 | 209.1171819566 |
| 2000-08-01 | 209.1089625309 |
| 2000-09-01 | 208.9292859516 |
| 2000-10-01 | 208.8501039075 |
| 2000-11-01 | 208.8788333979 |
| 2000-12-01 | 209.1350185965 |
| 2001-01-01 | 209.6962218008 |
| 2001-02-01 | 209.8002759072 |
| 2001-03-01 | 209.4977546478 |
| 2001-04-01 | 210.0144973607 |
| 2001-05-01 | 211.3878652119 |
| 2001-06-01 | 211.9346368758 |
| 2001-07-01 | 210.1193634508 |
| 2001-08-01 | 210.6666508499 |
| 2001-09-01 | 210.3568495605 |
| 2001-10-01 | 210.9872128086 |
| 2001-11-01 | 211.4059570842 |
| 2001-12-01 | 211.3890817210 |
| 2002-01-01 | 210.9302443266 |
| 2002-02-01 | 210.3794007751 |
| 2002-03-01 | 210.5295573286 |
| 2002-04-01 | 208.9272549438 |
| 2002-05-01 | 208.5731502664 |
| 2002-06-01 | 209.2641205617 |
| 2002-07-01 | 209.4127622389 |
| 2002-08-01 | 209.7532150914 |
| 2002-09-01 | 209.9587097134 |
| 2002-10-01 | 209.6948584026 |
| 2002-11-01 | 208.2866117072 |
| 2002-12-01 | 208.2780777341 |
| 2003-01-01 | 211.5803380742 |
| 2003-02-01 | 211.0911162528 |
| 2003-03-01 | 210.8117101330 |
| 2003-04-01 | 211.6455948753 |
| 2003-05-01 | 212.2973048311 |
| 2003-06-01 | 211.9808280488 |
| 2003-07-01 | 212.6710583707 |
| 2003-08-01 | 213.3247273013 |
| 2003-09-01 | 213.7763876893 |
| 2003-10-01 | 213.5924301027 |
| 2003-11-01 | 213.8812481450 |
| 2003-12-01 | 214.1780123728 |
| 2004-01-01 | 214.6213975417 |
| 2004-02-01 | 214.7684964604 |
| 2004-03-01 | 215.6008336338 |
| 2004-04-01 | 216.5232278453 |
| 2004-05-01 | 216.5515472510 |
| 2004-06-01 | 217.2412296685 |
| 2004-07-01 | 217.2517910207 |
| 2004-08-01 | 217.4458222126 |
| 2004-09-01 | 218.0781492218 |
| 2004-10-01 | 218.6285178509 |
| 2004-11-01 | 219.2433609480 |
| 2004-12-01 | 219.4889419103 |
| 2005-01-01 | 220.7178724141 |
| 2005-02-01 | 221.6411002710 |
| 2005-03-01 | 222.3043919775 |
| 2005-04-01 | 223.5066972583 |
| 2005-05-01 | 222.9648111567 |
| 2005-06-01 | 222.8997873279 |
| 2005-07-01 | 223.7111481638 |
| 2005-08-01 | 224.0213470606 |
| 2005-09-01 | 224.3196414771 |
| 2005-10-01 | 225.0897297247 |
| 2005-11-01 | 224.6581902801 |
| 2005-12-01 | 224.8574241060 |
| 2006-01-01 | 224.0446933081 |
| 2006-02-01 | 224.4515518203 |
| 2006-03-01 | 224.6359466321 |
| 2006-04-01 | 225.2473279129 |
| 2006-05-01 | 225.3347709878 |
| 2006-06-01 | 226.4131429276 |
| 2006-07-01 | 226.9179861780 |
| 2006-08-01 | 227.6444841771 |
| 2006-09-01 | 226.6102924959 |
| 2006-10-01 | 225.8233256025 |
| 2006-11-01 | 226.8197806310 |
| 2006-12-01 | 226.9506641714 |
| 2007-01-01 | 227.1654103203 |
| 2007-02-01 | 226.8359471983 |
| 2007-03-01 | 227.0533413579 |
| 2007-04-01 | 227.8026147607 |
| 2007-05-01 | 228.6833415543 |
| 2007-06-01 | 230.1194868237 |
| 2007-07-01 | 229.7006718165 |
| 2007-08-01 | 230.0188403425 |
| 2007-09-01 | 230.1328125247 |
| 2007-10-01 | 230.4116888339 |
| 2007-11-01 | 231.2359253708 |
| 2007-12-01 | 232.0385275413 |
| 2008-01-01 | 233.2288461089 |
| 2008-02-01 | 233.3064986722 |
| 2008-03-01 | 232.3376835728 |
| 2008-04-01 | 231.9123083676 |
| 2008-05-01 | 231.9846911155 |
| 2008-06-01 | 231.1476863715 |
| 2008-07-01 | 230.8130178012 |
| 2008-08-01 | 230.9072073474 |
| 2008-09-01 | 230.4156369989 |
| 2008-10-01 | 228.8574117751 |
| 2008-11-01 | 227.9728690193 |
| 2008-12-01 | 227.6535209576 |
| 2009-01-01 | 225.1452676924 |
| 2009-02-01 | 223.4514071870 |
| 2009-03-01 | 222.6145435241 |
| 2009-04-01 | 219.6898410861 |
| 2009-05-01 | 219.2537845553 |
| 2009-06-01 | 218.1113412553 |
| 2009-07-01 | 216.9316240372 |
| 2009-08-01 | 216.4991978466 |
| 2009-09-01 | 216.7279665318 |
| 2009-10-01 | 216.3804635329 |
| 2009-11-01 | 216.1923674506 |
| 2009-12-01 | 216.1133285907 |
| 2010-01-01 | 216.4523162621 |
| 2010-02-01 | 216.5055806563 |
| 2010-03-01 | 217.3524740134 |
| 2010-04-01 | 217.6603661084 |
| 2010-05-01 | 217.2300947956 |
| 2010-06-01 | 218.2326693991 |
| 2010-07-01 | 218.6749566698 |
| 2010-08-01 | 218.7609350448 |
| 2010-09-01 | 219.1583561588 |
| 2010-10-01 | 220.4003026848 |
| 2010-11-01 | 220.4731060922 |
| 2010-12-01 | 220.5006986712 |
| 2011-01-01 | 219.5985211978 |
| 2011-02-01 | 220.2697536049 |
| 2011-03-01 | 220.4940911115 |
| 2011-04-01 | 221.0182481715 |
| 2011-05-01 | 220.8699102677 |
| 2011-06-01 | 220.7858769502 |
| 2011-07-01 | 221.2513464447 |
| 2011-08-01 | 221.0871540259 |
| 2011-09-01 | 220.6686356838 |
| 2011-10-01 | 221.1601952052 |
| 2011-11-01 | 221.1397961123 |
| 2011-12-01 | 221.2757856067 |
| 2012-01-01 | 222.7789597346 |
| 2012-02-01 | 223.6795457930 |
| 2012-03-01 | 223.7616099816 |
| 2012-04-01 | 223.2969538495 |
| 2012-05-01 | 223.6354033869 |
| 2012-06-01 | 224.0360740055 |
| 2012-07-01 | 223.4544958079 |
| 2012-08-01 | 223.9575237530 |
| 2012-09-01 | 224.3305482266 |
| 2012-10-01 | 223.0757252787 |
| 2012-11-01 | 225.0639808596 |
| 2012-12-01 | 224.7801857300 |
| 2013-01-01 | 224.6862215420 |
| 2013-02-01 | 225.0845755930 |
| 2013-03-01 | 224.5717582416 |
| 2013-04-01 | 225.0208758584 |
| 2013-05-01 | 225.8937616852 |
| 2013-06-01 | 226.1184709388 |
| 2013-07-01 | 226.8658145513 |
| 2013-08-01 | 227.1098913125 |
| 2013-09-01 | 227.0979145268 |
| 2013-10-01 | 226.3207063299 |
| 2013-11-01 | 226.9550854996 |
| 2013-12-01 | 228.1632193029 |
| 2014-01-01 | 228.8896164515 |
| 2014-02-01 | 229.4210814219 |
| 2014-03-01 | 230.0813019958 |
| 2014-04-01 | 230.9678784357 |
| 2014-05-01 | 231.0783607773 |
| 2014-06-01 | 231.6568799345 |
| 2014-07-01 | 231.8703816376 |
| 2014-08-01 | 232.6597780718 |
| 2014-09-01 | 232.5146507104 |
| 2014-10-01 | 234.2487128279 |
| 2014-11-01 | 235.1765183957 |
| 2014-12-01 | 235.6287740706 |
| 2015-01-01 | 235.4420847128 |
| 2015-02-01 | 235.8644168582 |
| 2015-03-01 | 236.3932613682 |
| 2015-04-01 | 236.8547520698 |
| 2015-05-01 | 237.3922838021 |
| 2015-06-01 | 237.6189149840 |
| 2015-07-01 | 237.8044494554 |
| 2015-08-01 | 237.9069228908 |
| 2015-09-01 | 238.1538844118 |
| 2015-10-01 | 238.3183972047 |
| 2015-11-01 | 238.4402187436 |
| 2015-12-01 | 238.4590755664 |
| 2016-01-01 | 239.3544842956 |
| 2016-02-01 | 239.3068942894 |
| 2016-03-01 | 239.1801450738 |
| 2016-04-01 | 240.9717175593 |
| 2016-05-01 | 240.4166694148 |
| 2016-06-01 | 240.3226568552 |
| 2016-07-01 | 241.0397817208 |
| 2016-08-01 | 240.7193721523 |
| 2016-09-01 | 241.8508031027 |
| 2016-10-01 | 240.8626939502 |
| 2016-11-01 | 240.8686445702 |
| 2016-12-01 | 240.9656425607 |
| 2017-01-01 | 240.7535026384 |
| 2017-02-01 | 241.1081565802 |
| 2017-03-01 | 241.2411880224 |
| 2017-04-01 | 241.6850181348 |
| 2017-05-01 | 241.6841555975 |
| 2017-06-01 | 241.2758211958 |
| 2017-07-01 | 240.9764813869 |
| 2017-08-01 | 241.1073721150 |
| 2017-09-01 | 242.1972915010 |
| 2017-10-01 | 241.3966387295 |
| 2017-11-01 | 240.9930128341 |
| 2017-12-01 | 241.2807044218 |
| 2018-01-01 | 240.5476444534 |
| 2018-02-01 | 241.0805191523 |
| 2018-03-01 | 241.4538525073 |
| 2018-04-01 | 240.4405973731 |
| 2018-05-01 | 240.9083708288 |
| 2018-06-01 | 241.3733637878 |
| 2018-07-01 | 240.9474415529 |
| 2018-08-01 | 241.3626274409 |
| 2018-09-01 | 240.7087855058 |
| 2018-10-01 | 240.9491190011 |
| 2018-11-01 | 240.4022571281 |
| 2018-12-01 | 240.2848868110 |
| 2019-01-01 | 241.0739442727 |
| 2019-02-01 | 240.6799539396 |
| 2019-03-01 | 240.8518559798 |
| 2019-04-01 | 241.5230871132 |
| 2019-05-01 | 241.0669885096 |
| 2019-06-01 | 241.0446364068 |
| 2019-07-01 | 240.4572805484 |
| 2019-08-01 | 240.3895827552 |
| 2019-09-01 | 239.7867006036 |
| 2019-10-01 | 239.3125065530 |
| 2019-11-01 | 241.5554087608 |
| 2019-12-01 | 242.2572572783 |
| 2020-01-01 | 242.6494979310 |
| 2020-02-01 | 243.1954203770 |
| 2020-03-01 | 241.1581148454 |
| 2020-04-01 | 200.6426862486 |
| 2020-05-01 | 208.2749944155 |
| 2020-06-01 | 219.9194016185 |
| 2020-07-01 | 221.9134638237 |
| 2020-08-01 | 223.5291151980 |
| 2020-09-01 | 225.8793583818 |
| 2020-10-01 | 228.2495742215 |
| 2020-11-01 | 227.7274152965 |
| 2020-12-01 | 227.6500802627 |
| 2021-01-01 | 228.3678112263 |
| 2021-02-01 | 229.6428101182 |
| 2021-03-01 | 230.0151786553 |
| 2021-04-01 | 230.6090348664 |
| 2021-05-01 | 231.4666990816 |
| 2021-06-01 | 231.6161728602 |
| 2021-07-01 | 232.8577769350 |
| 2021-08-01 | 232.7968589270 |
| 2021-09-01 | 230.4536549265 |
| 2021-10-01 | 233.3347347718 |
| 2021-11-01 | 233.8540657613 |
| 2021-12-01 | 234.1862356013 |
| 2022-01-01 | 234.4681193466 |
| 2022-02-01 | 235.0816061878 |
| 2022-03-01 | 235.6305183725 |
| 2022-04-01 | 238.8518718913 |
| 2022-05-01 | 238.8295345045 |
| 2022-06-01 | 239.8406882101 |
| 2022-07-01 | 240.7443054954 |
| 2022-08-01 | 241.5833823749 |
| 2022-09-01 | 241.9606380951 |
| 2022-10-01 | 243.0589430970 |
| 2022-11-01 | 243.4160022697 |
| 2022-12-01 | 243.9066823823 |
| 2023-01-01 | 244.6936947990 |
| 2023-02-01 | 244.9882394209 |
| 2023-03-01 | 244.2581941254 |
| 2023-04-01 | 243.6356191174 |
| 2023-05-01 | 243.0196997602 |
| 2023-06-01 | 243.6106287924 |
| 2023-07-01 | 243.0813368878 |
| 2023-08-01 | 242.8862283206 |
| 2023-09-01 | 242.9090563755 |
| 2023-10-01 | 242.5573249933 |
| 2023-11-01 | 242.8283620926 |
| 2023-12-01 | 243.0456503778 |
| 2024-01-01 | 243.0973043160 |
| 2024-02-01 | 243.1849278828 |
| 2024-03-01 | 243.6157882090 |
| 2024-04-01 | 243.5575071510 |
| 2024-05-01 | 244.2098908619 |
| 2024-06-01 | 243.8697203452 |
| 2024-07-01 | 243.6702164545 |
| 2024-08-01 | 243.6001779437 |
| 2024-09-01 | 243.5723688278 |
| 2024-10-01 | 243.7555915425 |
| 2024-11-01 | 243.7800685907 |
| 2024-12-01 | 244.3336466585 |
| 2025-01-01 | 243.9709706522 |
| 2025-02-01 | 244.2230254279 |
| 2025-03-01 | 243.9025306290 |
| 2025-04-01 | 244.0117426131 |
| 2025-05-01 | 243.3070711141 |
| 2025-06-01 | 242.4920346134 |
| 2025-07-01 | 242.1768478186 |
| 2025-08-01 | 242.7291717755 |
| 2025-09-01 | 241.7953326286 |
| 2025-10-01 | 241.4127871056 |
| 2025-11-01 | 240.5236242962 |
| 2025-12-01 | 240.3873843574 |
| 2026-01-01 | 240.9781311276 |
| 2026-02-01 | 240.4317732111 |
| 2026-03-01 | 241.0595894072 |
| 2026-04-01 | 241.0072219061 |
| 2026-05-01 | 241.1425416470 |
| 2026-06-01 | 242.5736103893 |
| 2026-07-01 | 242.0839229719 |
| 2026-08-01 | 241.8373713688 |
| 2026-09-01 | 242.1916226609 |