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 2026-08-01 |
| Last Updated | 2026-09-18 11:30 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 | 166.8192394406 |
| 1990-02-01 | 166.9997532208 |
| 1990-03-01 | 167.4735856235 |
| 1990-04-01 | 167.8368272702 |
| 1990-05-01 | 167.4845835114 |
| 1990-06-01 | 167.7304661493 |
| 1990-07-01 | 168.0710859127 |
| 1990-08-01 | 168.5044671317 |
| 1990-09-01 | 168.4272047347 |
| 1990-10-01 | 168.9683927008 |
| 1990-11-01 | 169.8954857699 |
| 1990-12-01 | 169.8342652241 |
| 1991-01-01 | 168.9125135736 |
| 1991-02-01 | 168.6409343747 |
| 1991-03-01 | 168.8814271771 |
| 1991-04-01 | 168.6387371450 |
| 1991-05-01 | 168.8503715910 |
| 1991-06-01 | 169.5904722871 |
| 1991-07-01 | 169.8995444680 |
| 1991-08-01 | 170.2693821640 |
| 1991-09-01 | 170.8608515722 |
| 1991-10-01 | 170.4968253921 |
| 1991-11-01 | 170.5712638363 |
| 1991-12-01 | 170.7247188718 |
| 1992-01-01 | 171.3374901195 |
| 1992-02-01 | 171.5492769952 |
| 1992-03-01 | 171.0742206917 |
| 1992-04-01 | 173.5893105195 |
| 1992-05-01 | 173.3857513242 |
| 1992-06-01 | 173.3350396866 |
| 1992-07-01 | 173.9301114317 |
| 1992-08-01 | 174.1659337517 |
| 1992-09-01 | 173.2721370451 |
| 1992-10-01 | 175.6056641023 |
| 1992-11-01 | 174.3622503647 |
| 1992-12-01 | 174.7929716459 |
| 1993-01-01 | 175.7769252597 |
| 1993-02-01 | 176.2939322595 |
| 1993-03-01 | 175.8822980985 |
| 1993-04-01 | 176.3675076205 |
| 1993-05-01 | 176.1881974229 |
| 1993-06-01 | 176.2078131748 |
| 1993-07-01 | 176.5539591834 |
| 1993-08-01 | 177.4283436381 |
| 1993-09-01 | 178.4104820930 |
| 1993-10-01 | 179.8501960661 |
| 1993-11-01 | 181.0922283442 |
| 1993-12-01 | 181.3972759816 |
| 1994-01-01 | 183.8173066118 |
| 1994-02-01 | 184.8857383579 |
| 1994-03-01 | 185.8067232003 |
| 1994-04-01 | 183.1676895629 |
| 1994-05-01 | 184.2325364257 |
| 1994-06-01 | 185.6001710492 |
| 1994-07-01 | 185.6482591333 |
| 1994-08-01 | 185.4328983398 |
| 1994-09-01 | 186.5519611997 |
| 1994-10-01 | 186.6286965968 |
| 1994-11-01 | 187.9037346264 |
| 1994-12-01 | 188.3289972149 |
| 1995-01-01 | 188.7171460558 |
| 1995-02-01 | 189.7966975564 |
| 1995-03-01 | 190.6730684693 |
| 1995-04-01 | 190.8133915566 |
| 1995-05-01 | 190.6128999604 |
| 1995-06-01 | 192.3119454437 |
| 1995-07-01 | 193.0108400839 |
| 1995-08-01 | 194.1898431066 |
| 1995-09-01 | 193.8451705419 |
| 1995-10-01 | 192.4739644535 |
| 1995-11-01 | 193.2300547670 |
| 1995-12-01 | 194.2591717313 |
| 1996-01-01 | 195.1303116209 |
| 1996-02-01 | 194.7821897219 |
| 1996-03-01 | 195.0437955377 |
| 1996-04-01 | 195.2364378322 |
| 1996-05-01 | 196.1566846834 |
| 1996-06-01 | 196.0289468060 |
| 1996-07-01 | 196.6160134925 |
| 1996-08-01 | 197.7047180562 |
| 1996-09-01 | 198.1666781838 |
| 1996-10-01 | 199.2438492157 |
| 1996-11-01 | 199.8669316264 |
| 1996-12-01 | 198.9353510575 |
| 1997-01-01 | 198.3080741493 |
| 1997-02-01 | 199.1442227392 |
| 1997-03-01 | 199.2164578598 |
| 1997-04-01 | 199.0970533516 |
| 1997-05-01 | 199.5337043609 |
| 1997-06-01 | 200.2486399488 |
| 1997-07-01 | 200.7048674324 |
| 1997-08-01 | 200.7998030507 |
| 1997-09-01 | 200.7550902694 |
| 1997-10-01 | 200.4488849329 |
| 1997-11-01 | 199.9822609863 |
| 1997-12-01 | 200.4373917476 |
| 1998-01-01 | 200.7301658967 |
| 1998-02-01 | 200.9433137521 |
| 1998-03-01 | 201.1147738050 |
| 1998-04-01 | 201.9781857967 |
| 1998-05-01 | 201.5197084075 |
| 1998-06-01 | 201.0315978523 |
| 1998-07-01 | 200.7985225500 |
| 1998-08-01 | 200.6752053682 |
| 1998-09-01 | 200.1614761553 |
| 1998-10-01 | 202.5336008398 |
| 1998-11-01 | 202.6345361872 |
| 1998-12-01 | 203.1873788684 |
| 1999-01-01 | 203.0203340714 |
| 1999-02-01 | 204.0050910939 |
| 1999-03-01 | 204.4959874908 |
| 1999-04-01 | 206.8897015912 |
| 1999-05-01 | 205.7388295729 |
| 1999-06-01 | 205.5741544525 |
| 1999-07-01 | 208.1093601641 |
| 1999-08-01 | 207.0590220859 |
| 1999-09-01 | 207.1029740536 |
| 1999-10-01 | 207.6716372289 |
| 1999-11-01 | 208.4130967364 |
| 1999-12-01 | 208.7540740284 |
| 2000-01-01 | 208.1482002334 |
| 2000-02-01 | 207.9514932989 |
| 2000-03-01 | 209.1065763499 |
| 2000-04-01 | 208.7676387166 |
| 2000-05-01 | 207.9081012877 |
| 2000-06-01 | 208.9459627226 |
| 2000-07-01 | 209.1171832435 |
| 2000-08-01 | 209.1089616609 |
| 2000-09-01 | 208.9292856718 |
| 2000-10-01 | 208.8501001426 |
| 2000-11-01 | 208.8788323308 |
| 2000-12-01 | 209.1350169313 |
| 2001-01-01 | 209.6962200258 |
| 2001-02-01 | 209.8002746767 |
| 2001-03-01 | 209.4977546719 |
| 2001-04-01 | 210.0144989794 |
| 2001-05-01 | 211.3878656178 |
| 2001-06-01 | 211.9346423333 |
| 2001-07-01 | 210.1193640630 |
| 2001-08-01 | 210.6666502331 |
| 2001-09-01 | 210.3568489804 |
| 2001-10-01 | 210.9872104494 |
| 2001-11-01 | 211.4059563133 |
| 2001-12-01 | 211.3890810266 |
| 2002-01-01 | 210.9302438528 |
| 2002-02-01 | 210.3794005493 |
| 2002-03-01 | 210.5295575171 |
| 2002-04-01 | 208.9272555184 |
| 2002-05-01 | 208.5731502867 |
| 2002-06-01 | 209.2641233401 |
| 2002-07-01 | 209.4127625075 |
| 2002-08-01 | 209.7532146174 |
| 2002-09-01 | 209.9587090438 |
| 2002-10-01 | 209.6948577160 |
| 2002-11-01 | 208.2866111168 |
| 2002-12-01 | 208.2780774507 |
| 2003-01-01 | 211.5803380712 |
| 2003-02-01 | 211.0911163614 |
| 2003-03-01 | 210.8117102297 |
| 2003-04-01 | 211.6455950790 |
| 2003-05-01 | 212.2973050577 |
| 2003-06-01 | 211.9808284678 |
| 2003-07-01 | 212.6710586160 |
| 2003-08-01 | 213.3247272871 |
| 2003-09-01 | 213.7763874805 |
| 2003-10-01 | 213.5924297943 |
| 2003-11-01 | 213.8812479376 |
| 2003-12-01 | 214.1780122822 |
| 2004-01-01 | 214.6213974907 |
| 2004-02-01 | 214.7684965622 |
| 2004-03-01 | 215.6008336434 |
| 2004-04-01 | 216.5232279605 |
| 2004-05-01 | 216.5515473043 |
| 2004-06-01 | 217.2412297723 |
| 2004-07-01 | 217.2517911123 |
| 2004-08-01 | 217.4458222138 |
| 2004-09-01 | 218.0781491773 |
| 2004-10-01 | 218.6285176947 |
| 2004-11-01 | 219.2433608780 |
| 2004-12-01 | 219.4889418847 |
| 2005-01-01 | 220.7178723527 |
| 2005-02-01 | 221.6411004260 |
| 2005-03-01 | 222.3043920119 |
| 2005-04-01 | 223.5066973138 |
| 2005-05-01 | 222.9648111756 |
| 2005-06-01 | 222.8997872322 |
| 2005-07-01 | 223.7111481714 |
| 2005-08-01 | 224.0213470596 |
| 2005-09-01 | 224.3196414935 |
| 2005-10-01 | 225.0897295852 |
| 2005-11-01 | 224.6581902935 |
| 2005-12-01 | 224.8574240478 |
| 2006-01-01 | 224.0446932710 |
| 2006-02-01 | 224.4515520256 |
| 2006-03-01 | 224.6359470712 |
| 2006-04-01 | 225.2473278809 |
| 2006-05-01 | 225.3347710261 |
| 2006-06-01 | 226.4131427272 |
| 2006-07-01 | 226.9179859847 |
| 2006-08-01 | 227.6444838221 |
| 2006-09-01 | 226.6102921478 |
| 2006-10-01 | 225.8233251764 |
| 2006-11-01 | 226.8197806689 |
| 2006-12-01 | 226.9506644615 |
| 2007-01-01 | 227.1654109944 |
| 2007-02-01 | 226.8359481621 |
| 2007-03-01 | 227.0533426172 |
| 2007-04-01 | 227.8026146615 |
| 2007-05-01 | 228.6833410616 |
| 2007-06-01 | 230.1194860997 |
| 2007-07-01 | 229.7006708593 |
| 2007-08-01 | 230.0188387436 |
| 2007-09-01 | 230.1328108774 |
| 2007-10-01 | 230.4116892312 |
| 2007-11-01 | 231.2359250553 |
| 2007-12-01 | 232.0385285460 |
| 2008-01-01 | 233.2288492981 |
| 2008-02-01 | 233.3065011832 |
| 2008-03-01 | 232.3376859391 |
| 2008-04-01 | 231.9123079293 |
| 2008-05-01 | 231.9846895824 |
| 2008-06-01 | 231.1476841856 |
| 2008-07-01 | 230.8130154440 |
| 2008-08-01 | 230.9072041442 |
| 2008-09-01 | 230.4156332544 |
| 2008-10-01 | 228.8574121615 |
| 2008-11-01 | 227.9728661195 |
| 2008-12-01 | 227.6535297856 |
| 2009-01-01 | 225.1452676762 |
| 2009-02-01 | 223.4514248582 |
| 2009-03-01 | 222.6145417023 |
| 2009-04-01 | 219.6898362889 |
| 2009-05-01 | 219.2537776638 |
| 2009-06-01 | 218.1113349039 |
| 2009-07-01 | 216.9316197479 |
| 2009-08-01 | 216.4991950293 |
| 2009-09-01 | 216.7279633937 |
| 2009-10-01 | 216.3804730552 |
| 2009-11-01 | 216.1923609319 |
| 2009-12-01 | 216.1133435601 |
| 2010-01-01 | 216.4523120611 |
| 2010-02-01 | 216.5056129982 |
| 2010-03-01 | 217.3524660293 |
| 2010-04-01 | 217.6603535849 |
| 2010-05-01 | 217.2300777578 |
| 2010-06-01 | 218.2326549022 |
| 2010-07-01 | 218.6749504762 |
| 2010-08-01 | 218.7609379012 |
| 2010-09-01 | 219.1583626680 |
| 2010-10-01 | 220.4003304034 |
| 2010-11-01 | 220.4730890674 |
| 2010-12-01 | 220.5007227956 |
| 2011-01-01 | 219.5985141044 |
| 2011-02-01 | 220.2698034399 |
| 2011-03-01 | 220.4940721803 |
| 2011-04-01 | 221.0182168159 |
| 2011-05-01 | 220.8698738669 |
| 2011-06-01 | 220.7858437927 |
| 2011-07-01 | 221.2513211906 |
| 2011-08-01 | 221.0871366509 |
| 2011-09-01 | 220.6687749351 |
| 2011-10-01 | 221.1602179977 |
| 2011-11-01 | 221.1397586194 |
| 2011-12-01 | 221.2758125936 |
| 2012-01-01 | 222.7789597776 |
| 2012-02-01 | 223.6795952118 |
| 2012-03-01 | 223.7615748609 |
| 2012-04-01 | 223.2968914906 |
| 2012-05-01 | 223.6353215916 |
| 2012-06-01 | 224.0359986985 |
| 2012-07-01 | 223.4544536009 |
| 2012-08-01 | 223.9575196778 |
| 2012-09-01 | 224.3308606414 |
| 2012-10-01 | 223.0757606295 |
| 2012-11-01 | 225.0639285889 |
| 2012-12-01 | 224.7802323220 |
| 2013-01-01 | 224.6861916181 |
| 2013-02-01 | 225.0845996287 |
| 2013-03-01 | 224.5717936743 |
| 2013-04-01 | 225.0206539011 |
| 2013-05-01 | 225.8936218170 |
| 2013-06-01 | 226.1183405835 |
| 2013-07-01 | 226.8657266392 |
| 2013-08-01 | 227.1098529830 |
| 2013-09-01 | 227.0986872942 |
| 2013-10-01 | 226.3207102862 |
| 2013-11-01 | 226.9549950558 |
| 2013-12-01 | 228.1632472974 |
| 2014-01-01 | 228.8895327142 |
| 2014-02-01 | 229.4210382537 |
| 2014-03-01 | 230.0813915061 |
| 2014-04-01 | 230.9674992225 |
| 2014-05-01 | 231.0782155276 |
| 2014-06-01 | 231.6567613314 |
| 2014-07-01 | 231.8702532821 |
| 2014-08-01 | 232.6596021817 |
| 2014-09-01 | 232.5161898352 |
| 2014-10-01 | 234.2483750989 |
| 2014-11-01 | 235.1761115992 |
| 2014-12-01 | 235.6286702180 |
| 2015-01-01 | 235.4420474087 |
| 2015-02-01 | 235.8645455937 |
| 2015-03-01 | 236.3936745164 |
| 2015-04-01 | 236.8543891843 |
| 2015-05-01 | 237.3921629426 |
| 2015-06-01 | 237.6187743412 |
| 2015-07-01 | 237.8042257971 |
| 2015-08-01 | 237.9065041505 |
| 2015-09-01 | 238.1559770936 |
| 2015-10-01 | 238.3173621903 |
| 2015-11-01 | 238.4391309101 |
| 2015-12-01 | 238.4586807613 |
| 2016-01-01 | 239.3547805870 |
| 2016-02-01 | 239.3077639948 |
| 2016-03-01 | 239.1813330783 |
| 2016-04-01 | 240.9717710857 |
| 2016-05-01 | 240.4164981962 |
| 2016-06-01 | 240.3222994498 |
| 2016-07-01 | 241.0394392388 |
| 2016-08-01 | 240.7186768133 |
| 2016-09-01 | 241.8528458539 |
| 2016-10-01 | 240.8604728429 |
| 2016-11-01 | 240.8671381553 |
| 2016-12-01 | 240.9630704798 |
| 2017-01-01 | 240.7535702830 |
| 2017-02-01 | 241.1132090570 |
| 2017-03-01 | 241.2452532978 |
| 2017-04-01 | 241.6840362769 |
| 2017-05-01 | 241.6833482905 |
| 2017-06-01 | 241.2748155567 |
| 2017-07-01 | 240.9757957065 |
| 2017-08-01 | 241.1062760374 |
| 2017-09-01 | 242.1986088613 |
| 2017-10-01 | 241.3932760669 |
| 2017-11-01 | 240.9911498641 |
| 2017-12-01 | 241.2760622812 |
| 2018-01-01 | 240.5478301233 |
| 2018-02-01 | 241.0902344164 |
| 2018-03-01 | 241.4610115117 |
| 2018-04-01 | 240.4386980545 |
| 2018-05-01 | 240.9067199310 |
| 2018-06-01 | 241.3713973375 |
| 2018-07-01 | 240.9460916179 |
| 2018-08-01 | 241.3608036358 |
| 2018-09-01 | 240.7097402548 |
| 2018-10-01 | 240.9445736538 |
| 2018-11-01 | 240.4001513124 |
| 2018-12-01 | 240.2783984546 |
| 2019-01-01 | 241.0745239553 |
| 2019-02-01 | 240.6946165375 |
| 2019-03-01 | 240.8614949966 |
| 2019-04-01 | 241.5198519714 |
| 2019-05-01 | 241.0645669933 |
| 2019-06-01 | 241.0416323860 |
| 2019-07-01 | 240.4551901925 |
| 2019-08-01 | 240.3871165273 |
| 2019-09-01 | 239.7870262750 |
| 2019-10-01 | 239.3076755874 |
| 2019-11-01 | 241.5530620648 |
| 2019-12-01 | 242.2504349476 |
| 2020-01-01 | 242.6498843198 |
| 2020-02-01 | 243.2150972301 |
| 2020-03-01 | 241.1667952487 |
| 2020-04-01 | 200.6388936212 |
| 2020-05-01 | 208.2722954744 |
| 2020-06-01 | 219.9157883141 |
| 2020-07-01 | 221.9106522818 |
| 2020-08-01 | 223.5260811618 |
| 2020-09-01 | 225.8792855607 |
| 2020-10-01 | 228.2448510616 |
| 2020-11-01 | 227.7254580839 |
| 2020-12-01 | 227.6435959590 |
| 2021-01-01 | 228.3682735724 |
| 2021-02-01 | 229.6672774408 |
| 2021-03-01 | 230.0224530249 |
| 2021-04-01 | 230.6037747548 |
| 2021-05-01 | 231.4625237279 |
| 2021-06-01 | 231.6103657025 |
| 2021-07-01 | 232.8528829844 |
| 2021-08-01 | 232.7930918077 |
| 2021-09-01 | 230.4539025821 |
| 2021-10-01 | 233.3328016571 |
| 2021-11-01 | 233.8549087562 |
| 2021-12-01 | 234.1842602794 |
| 2022-01-01 | 234.4704618546 |
| 2022-02-01 | 235.1075461303 |
| 2022-03-01 | 235.6340099448 |
| 2022-04-01 | 238.8442774797 |
| 2022-05-01 | 238.8205842305 |
| 2022-06-01 | 239.8296604693 |
| 2022-07-01 | 240.7356770811 |
| 2022-08-01 | 241.5738926280 |
| 2022-09-01 | 241.9669099730 |
| 2022-10-01 | 243.0668631276 |
| 2022-11-01 | 243.4206073793 |
| 2022-12-01 | 243.9156278150 |
| 2023-01-01 | 244.7023029025 |
| 2023-02-01 | 245.0122197391 |
| 2023-03-01 | 244.2560331295 |
| 2023-04-01 | 243.6219697093 |
| 2023-05-01 | 243.0006653392 |
| 2023-06-01 | 243.5909637450 |
| 2023-07-01 | 243.0524051874 |
| 2023-08-01 | 242.8717295291 |
| 2023-09-01 | 242.9355871761 |
| 2023-10-01 | 242.5836791495 |
| 2023-11-01 | 242.8429454006 |
| 2023-12-01 | 243.0703006383 |
| 2024-01-01 | 243.1130548665 |
| 2024-02-01 | 243.2035085959 |
| 2024-03-01 | 243.6030280231 |
| 2024-04-01 | 243.5328280790 |
| 2024-05-01 | 244.1773153729 |
| 2024-06-01 | 243.8385994913 |
| 2024-07-01 | 243.6165019918 |
| 2024-08-01 | 243.5810751364 |
| 2024-09-01 | 243.6277721844 |
| 2024-10-01 | 243.8029160770 |
| 2024-11-01 | 243.8053076928 |
| 2024-12-01 | 244.3739428619 |
| 2025-01-01 | 243.9945340953 |
| 2025-02-01 | 244.2348448367 |
| 2025-03-01 | 243.8808122384 |
| 2025-04-01 | 243.9746090585 |
| 2025-05-01 | 243.2606969346 |
| 2025-06-01 | 242.4495014996 |
| 2025-07-01 | 242.0939854919 |
| 2025-08-01 | 242.7096050358 |
| 2025-09-01 | 241.8799689131 |
| 2025-10-01 | 241.4786105544 |
| 2025-11-01 | 240.5611049545 |
| 2025-12-01 | 240.4406552331 |
| 2026-01-01 | 241.0075586218 |
| 2026-02-01 | 240.4359268601 |
| 2026-03-01 | 241.0295937251 |
| 2026-04-01 | 240.9590928770 |
| 2026-05-01 | 241.0853581286 |
| 2026-06-01 | 242.5217362070 |
| 2026-07-01 | 241.9839677014 |
| 2026-08-01 | 241.3162515977 |