Table Data - All Employees: Mining, Logging, and Construction in Akron, OH (MSA)
| Title | All Employees: Mining, Logging, and Construction in Akron, OH (MSA) |
|---|---|
| Series ID | AKRO439NRMN |
| 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 2026-08-01 |
| Last Updated | 2026-09-18 12:07 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 | 10.8406815148 |
| 1990-02-01 | 10.9008512310 |
| 1990-03-01 | 11.1903955001 |
| 1990-04-01 | 11.0152818891 |
| 1990-05-01 | 10.9024822323 |
| 1990-06-01 | 10.8143572759 |
| 1990-07-01 | 10.6341058685 |
| 1990-08-01 | 10.6203427536 |
| 1990-09-01 | 10.5000087673 |
| 1990-10-01 | 10.2674523600 |
| 1990-11-01 | 10.4079665603 |
| 1990-12-01 | 10.1867042743 |
| 1991-01-01 | 10.4511534957 |
| 1991-02-01 | 10.2240255375 |
| 1991-03-01 | 10.1981850802 |
| 1991-04-01 | 10.0239284455 |
| 1991-05-01 | 9.8942674717 |
| 1991-06-01 | 9.8091905455 |
| 1991-07-01 | 9.9076569074 |
| 1991-08-01 | 9.9166096433 |
| 1991-09-01 | 9.7876387791 |
| 1991-10-01 | 9.8616091181 |
| 1991-11-01 | 9.9005612525 |
| 1991-12-01 | 10.0908422095 |
| 1992-01-01 | 10.3776231376 |
| 1992-02-01 | 10.1680463911 |
| 1992-03-01 | 10.1016118756 |
| 1992-04-01 | 10.2446880319 |
| 1992-05-01 | 10.2853273310 |
| 1992-06-01 | 10.3856242122 |
| 1992-07-01 | 10.1613652304 |
| 1992-08-01 | 10.2063492001 |
| 1992-09-01 | 10.3632726223 |
| 1992-10-01 | 10.4494404472 |
| 1992-11-01 | 10.4104953164 |
| 1992-12-01 | 10.5060622198 |
| 1993-01-01 | 10.7240915374 |
| 1993-02-01 | 10.6277927934 |
| 1993-03-01 | 10.2062947005 |
| 1993-04-01 | 10.4516010094 |
| 1993-05-01 | 10.5671778251 |
| 1993-06-01 | 10.5371829906 |
| 1993-07-01 | 10.8235477509 |
| 1993-08-01 | 10.8977322640 |
| 1993-09-01 | 10.9310074137 |
| 1993-10-01 | 11.1359145963 |
| 1993-11-01 | 11.1232934094 |
| 1993-12-01 | 11.2406613454 |
| 1994-01-01 | 11.2764660375 |
| 1994-02-01 | 11.2806662793 |
| 1994-03-01 | 11.5055053956 |
| 1994-04-01 | 11.7584723778 |
| 1994-05-01 | 11.9600552811 |
| 1994-06-01 | 11.9885260797 |
| 1994-07-01 | 12.2817032958 |
| 1994-08-01 | 12.0670377151 |
| 1994-09-01 | 12.1985838274 |
| 1994-10-01 | 12.1225543850 |
| 1994-11-01 | 12.3500510952 |
| 1994-12-01 | 12.4948684512 |
| 1995-01-01 | 12.1238486834 |
| 1995-02-01 | 12.1263736201 |
| 1995-03-01 | 12.3183861357 |
| 1995-04-01 | 12.1361853671 |
| 1995-05-01 | 12.1417175491 |
| 1995-06-01 | 12.2295428632 |
| 1995-07-01 | 12.1597852221 |
| 1995-08-01 | 12.1450417783 |
| 1995-09-01 | 12.1847388051 |
| 1995-10-01 | 12.1286615971 |
| 1995-11-01 | 12.1670172898 |
| 1995-12-01 | 12.3399657106 |
| 1996-01-01 | 12.5458908601 |
| 1996-02-01 | 12.7487569926 |
| 1996-03-01 | 12.9374950559 |
| 1996-04-01 | 13.0261211715 |
| 1996-05-01 | 13.0330544424 |
| 1996-06-01 | 13.0835108530 |
| 1996-07-01 | 13.0265571438 |
| 1996-08-01 | 13.2122492138 |
| 1996-09-01 | 13.2908398398 |
| 1996-10-01 | 13.4481243348 |
| 1996-11-01 | 13.3875168784 |
| 1996-12-01 | 13.3730144267 |
| 1997-01-01 | 13.3603295039 |
| 1997-02-01 | 13.4637426315 |
| 1997-03-01 | 13.4619429947 |
| 1997-04-01 | 13.5032243430 |
| 1997-05-01 | 13.5064890338 |
| 1997-06-01 | 13.4387952218 |
| 1997-07-01 | 13.8130009297 |
| 1997-08-01 | 14.0027592886 |
| 1997-09-01 | 14.0034275480 |
| 1997-10-01 | 13.9681953322 |
| 1997-11-01 | 13.6956519987 |
| 1997-12-01 | 13.7854646247 |
| 1998-01-01 | 14.0743099361 |
| 1998-02-01 | 14.0736080270 |
| 1998-03-01 | 13.9781246837 |
| 1998-04-01 | 14.2114681861 |
| 1998-05-01 | 14.1865063324 |
| 1998-06-01 | 14.2121210872 |
| 1998-07-01 | 14.0762118015 |
| 1998-08-01 | 14.0731343159 |
| 1998-09-01 | 14.1160895090 |
| 1998-10-01 | 14.2942917620 |
| 1998-11-01 | 14.4026385897 |
| 1998-12-01 | 14.6832584510 |
| 1999-01-01 | 14.1002618857 |
| 1999-02-01 | 14.6042850289 |
| 1999-03-01 | 14.2957664132 |
| 1999-04-01 | 14.4252750258 |
| 1999-05-01 | 14.5520600077 |
| 1999-06-01 | 14.5905687205 |
| 1999-07-01 | 14.9328758482 |
| 1999-08-01 | 14.8444036018 |
| 1999-09-01 | 14.8119043268 |
| 1999-10-01 | 14.9340322044 |
| 1999-11-01 | 15.1066445841 |
| 1999-12-01 | 15.0641710526 |
| 2000-01-01 | 15.0324382311 |
| 2000-02-01 | 15.1426597921 |
| 2000-03-01 | 15.5087204762 |
| 2000-04-01 | 15.4506254129 |
| 2000-05-01 | 15.3289082437 |
| 2000-06-01 | 15.1894264182 |
| 2000-07-01 | 14.7814221121 |
| 2000-08-01 | 14.6962118887 |
| 2000-09-01 | 14.8909481735 |
| 2000-10-01 | 14.7685187086 |
| 2000-11-01 | 14.7161506148 |
| 2000-12-01 | 14.5419727069 |
| 2001-01-01 | 14.6795859792 |
| 2001-02-01 | 14.7947590997 |
| 2001-03-01 | 14.9087185355 |
| 2001-04-01 | 14.6554308755 |
| 2001-05-01 | 14.7097028206 |
| 2001-06-01 | 14.8015842184 |
| 2001-07-01 | 14.7515828811 |
| 2001-08-01 | 14.7579749417 |
| 2001-09-01 | 14.4526385412 |
| 2001-10-01 | 14.4832818919 |
| 2001-11-01 | 14.4289897110 |
| 2001-12-01 | 14.5319629852 |
| 2002-01-01 | 14.3207953454 |
| 2002-02-01 | 14.2295196676 |
| 2002-03-01 | 14.1033811172 |
| 2002-04-01 | 13.2536056747 |
| 2002-05-01 | 13.5051382495 |
| 2002-06-01 | 13.6231667569 |
| 2002-07-01 | 13.8385061439 |
| 2002-08-01 | 14.0243116764 |
| 2002-09-01 | 13.9214990799 |
| 2002-10-01 | 13.6934280247 |
| 2002-11-01 | 13.7301205003 |
| 2002-12-01 | 13.7247224880 |
| 2003-01-01 | 14.1506600400 |
| 2003-02-01 | 13.8471070076 |
| 2003-03-01 | 13.7974773336 |
| 2003-04-01 | 14.0421786118 |
| 2003-05-01 | 13.8974714789 |
| 2003-06-01 | 13.7379080040 |
| 2003-07-01 | 13.5537998249 |
| 2003-08-01 | 13.8288433953 |
| 2003-09-01 | 13.8983869976 |
| 2003-10-01 | 14.0025954411 |
| 2003-11-01 | 13.9294592644 |
| 2003-12-01 | 14.0190807587 |
| 2004-01-01 | 13.8425152890 |
| 2004-02-01 | 13.7284656706 |
| 2004-03-01 | 13.8898685029 |
| 2004-04-01 | 13.8325354622 |
| 2004-05-01 | 13.7966202050 |
| 2004-06-01 | 13.8514635169 |
| 2004-07-01 | 14.0894419865 |
| 2004-08-01 | 14.0704334562 |
| 2004-09-01 | 14.0068979910 |
| 2004-10-01 | 14.1092476535 |
| 2004-11-01 | 13.9978702367 |
| 2004-12-01 | 14.0043742592 |
| 2005-01-01 | 14.0110936083 |
| 2005-02-01 | 14.0902855384 |
| 2005-03-01 | 13.7685463680 |
| 2005-04-01 | 14.2444173355 |
| 2005-05-01 | 14.3005993102 |
| 2005-06-01 | 14.3586090334 |
| 2005-07-01 | 14.3408577526 |
| 2005-08-01 | 14.4397444022 |
| 2005-09-01 | 14.5243378786 |
| 2005-10-01 | 14.4014949609 |
| 2005-11-01 | 14.7623939205 |
| 2005-12-01 | 14.6135214254 |
| 2006-01-01 | 14.6519256378 |
| 2006-02-01 | 14.6178293176 |
| 2006-03-01 | 15.0377802451 |
| 2006-04-01 | 15.2760924156 |
| 2006-05-01 | 15.1088976933 |
| 2006-06-01 | 15.0730551896 |
| 2006-07-01 | 14.7886813442 |
| 2006-08-01 | 14.9119196186 |
| 2006-09-01 | 14.9657025715 |
| 2006-10-01 | 14.8960667739 |
| 2006-11-01 | 14.7243069772 |
| 2006-12-01 | 14.9260381383 |
| 2007-01-01 | 14.7660473691 |
| 2007-02-01 | 14.2282917307 |
| 2007-03-01 | 14.5066907331 |
| 2007-04-01 | 14.4179248317 |
| 2007-05-01 | 14.3273717336 |
| 2007-06-01 | 14.3986083392 |
| 2007-07-01 | 14.3360428247 |
| 2007-08-01 | 14.1719211018 |
| 2007-09-01 | 14.1039152001 |
| 2007-10-01 | 14.0937865599 |
| 2007-11-01 | 14.2034816471 |
| 2007-12-01 | 14.0371145505 |
| 2008-01-01 | 13.8618783872 |
| 2008-02-01 | 13.6371235678 |
| 2008-03-01 | 13.2846198281 |
| 2008-04-01 | 13.2435690704 |
| 2008-05-01 | 13.3567231089 |
| 2008-06-01 | 13.3417243433 |
| 2008-07-01 | 13.2735959559 |
| 2008-08-01 | 13.3148428991 |
| 2008-09-01 | 13.3471945334 |
| 2008-10-01 | 13.2985279227 |
| 2008-11-01 | 13.0928400800 |
| 2008-12-01 | 12.7368068181 |
| 2009-01-01 | 12.6597641493 |
| 2009-02-01 | 12.6616764720 |
| 2009-03-01 | 12.5588552893 |
| 2009-04-01 | 12.3510826376 |
| 2009-05-01 | 12.2936021542 |
| 2009-06-01 | 11.8827904979 |
| 2009-07-01 | 12.0146454897 |
| 2009-08-01 | 11.7393823059 |
| 2009-09-01 | 11.5857556700 |
| 2009-10-01 | 11.5993240932 |
| 2009-11-01 | 11.3994070508 |
| 2009-12-01 | 11.3313661649 |
| 2010-01-01 | 11.5845055138 |
| 2010-02-01 | 11.8028747692 |
| 2010-03-01 | 11.8432131326 |
| 2010-04-01 | 11.4464202027 |
| 2010-05-01 | 11.2105851783 |
| 2010-06-01 | 11.2075985180 |
| 2010-07-01 | 10.9399699807 |
| 2010-08-01 | 11.0490962483 |
| 2010-09-01 | 11.0178833213 |
| 2010-10-01 | 10.9129398697 |
| 2010-11-01 | 11.1228553204 |
| 2010-12-01 | 11.1343995959 |
| 2011-01-01 | 11.0408784162 |
| 2011-02-01 | 10.9692692565 |
| 2011-03-01 | 10.9273880958 |
| 2011-04-01 | 11.0188806750 |
| 2011-05-01 | 10.8130957005 |
| 2011-06-01 | 11.0053628783 |
| 2011-07-01 | 11.5679447114 |
| 2011-08-01 | 11.7475507047 |
| 2011-09-01 | 11.8351940516 |
| 2011-10-01 | 11.5329431457 |
| 2011-11-01 | 11.8503720587 |
| 2011-12-01 | 11.9235092339 |
| 2012-01-01 | 11.9299438520 |
| 2012-02-01 | 11.8726528631 |
| 2012-03-01 | 11.8351858945 |
| 2012-04-01 | 11.6962026252 |
| 2012-05-01 | 11.3848958153 |
| 2012-06-01 | 11.2839638347 |
| 2012-07-01 | 11.0731444480 |
| 2012-08-01 | 11.0470177070 |
| 2012-09-01 | 11.0417669250 |
| 2012-10-01 | 11.2481066187 |
| 2012-11-01 | 11.2688035915 |
| 2012-12-01 | 11.4287484467 |
| 2013-01-01 | 11.4453240874 |
| 2013-02-01 | 11.4958523742 |
| 2013-03-01 | 11.3370508453 |
| 2013-04-01 | 11.2764862254 |
| 2013-05-01 | 11.4469295808 |
| 2013-06-01 | 11.4712125237 |
| 2013-07-01 | 11.3770291353 |
| 2013-08-01 | 11.3394361666 |
| 2013-09-01 | 11.3299139675 |
| 2013-10-01 | 11.3257955941 |
| 2013-11-01 | 11.3667462313 |
| 2013-12-01 | 11.4653645240 |
| 2014-01-01 | 11.7013067432 |
| 2014-02-01 | 11.9437069399 |
| 2014-03-01 | 12.2405043882 |
| 2014-04-01 | 12.5593052218 |
| 2014-05-01 | 12.6783433010 |
| 2014-06-01 | 12.9645208645 |
| 2014-07-01 | 13.1631731124 |
| 2014-08-01 | 13.2373305644 |
| 2014-09-01 | 13.1049891020 |
| 2014-10-01 | 12.8787695131 |
| 2014-11-01 | 12.8764785596 |
| 2014-12-01 | 12.9397123120 |
| 2015-01-01 | 12.7719551356 |
| 2015-02-01 | 12.5801817032 |
| 2015-03-01 | 12.5221801742 |
| 2015-04-01 | 12.6348517153 |
| 2015-05-01 | 12.7250179688 |
| 2015-06-01 | 12.6630838874 |
| 2015-07-01 | 12.5514038678 |
| 2015-08-01 | 12.5362287043 |
| 2015-09-01 | 12.7829738950 |
| 2015-10-01 | 12.9261584953 |
| 2015-11-01 | 13.2822311536 |
| 2015-12-01 | 13.7073890292 |
| 2016-01-01 | 13.4365902611 |
| 2016-02-01 | 13.4172159955 |
| 2016-03-01 | 13.3057385632 |
| 2016-04-01 | 12.9958916351 |
| 2016-05-01 | 12.5785027783 |
| 2016-06-01 | 12.7641540534 |
| 2016-07-01 | 12.9524248263 |
| 2016-08-01 | 13.1456972932 |
| 2016-09-01 | 13.1758372625 |
| 2016-10-01 | 13.3970237007 |
| 2016-11-01 | 13.5010445901 |
| 2016-12-01 | 13.1514448379 |
| 2017-01-01 | 13.2592140215 |
| 2017-02-01 | 13.4051606838 |
| 2017-03-01 | 13.3668136179 |
| 2017-04-01 | 14.1580926886 |
| 2017-05-01 | 14.4804871660 |
| 2017-06-01 | 14.8912725737 |
| 2017-07-01 | 14.4757917396 |
| 2017-08-01 | 14.3567931548 |
| 2017-09-01 | 14.3876778964 |
| 2017-10-01 | 14.2811560115 |
| 2017-11-01 | 13.9089164709 |
| 2017-12-01 | 13.8650592101 |
| 2018-01-01 | 13.7425743252 |
| 2018-02-01 | 14.0887918119 |
| 2018-03-01 | 14.0330182568 |
| 2018-04-01 | 14.0065605128 |
| 2018-05-01 | 14.2983571293 |
| 2018-06-01 | 14.5180508247 |
| 2018-07-01 | 14.5063073182 |
| 2018-08-01 | 14.4798334103 |
| 2018-09-01 | 14.6163282582 |
| 2018-10-01 | 14.8083429624 |
| 2018-11-01 | 14.8237642918 |
| 2018-12-01 | 14.8483112189 |
| 2019-01-01 | 14.8853259770 |
| 2019-02-01 | 14.7389934869 |
| 2019-03-01 | 14.9998191596 |
| 2019-04-01 | 15.1632946027 |
| 2019-05-01 | 15.0394149822 |
| 2019-06-01 | 15.0479203097 |
| 2019-07-01 | 15.0386495920 |
| 2019-08-01 | 15.2038719658 |
| 2019-09-01 | 15.0513765357 |
| 2019-10-01 | 14.9671894880 |
| 2019-11-01 | 14.7327368642 |
| 2019-12-01 | 15.1125338563 |
| 2020-01-01 | 15.0058419586 |
| 2020-02-01 | 14.8924875234 |
| 2020-03-01 | 14.5760534466 |
| 2020-04-01 | 11.7183851987 |
| 2020-05-01 | 13.1768686602 |
| 2020-06-01 | 13.8655212283 |
| 2020-07-01 | 13.6681438323 |
| 2020-08-01 | 13.9358635007 |
| 2020-09-01 | 13.9822223580 |
| 2020-10-01 | 14.0586055750 |
| 2020-11-01 | 14.1535221086 |
| 2020-12-01 | 14.0706768682 |
| 2021-01-01 | 14.1151999024 |
| 2021-02-01 | 13.9191391164 |
| 2021-03-01 | 14.1380422016 |
| 2021-04-01 | 14.4051008057 |
| 2021-05-01 | 14.2200817539 |
| 2021-06-01 | 14.2897023946 |
| 2021-07-01 | 14.3888625535 |
| 2021-08-01 | 14.3625847595 |
| 2021-09-01 | 14.3995811667 |
| 2021-10-01 | 14.5289702905 |
| 2021-11-01 | 14.7762887269 |
| 2021-12-01 | 14.6488444057 |
| 2022-01-01 | 14.6555548327 |
| 2022-02-01 | 14.6614325965 |
| 2022-03-01 | 14.6888569800 |
| 2022-04-01 | 14.8998801462 |
| 2022-05-01 | 14.9467235445 |
| 2022-06-01 | 14.8976096684 |
| 2022-07-01 | 14.8978780556 |
| 2022-08-01 | 14.9876723730 |
| 2022-09-01 | 15.0078347984 |
| 2022-10-01 | 14.9875313622 |
| 2022-11-01 | 15.0116953678 |
| 2022-12-01 | 15.0459538691 |
| 2023-01-01 | 15.1173774766 |
| 2023-02-01 | 15.2049660841 |
| 2023-03-01 | 15.0288806467 |
| 2023-04-01 | 15.0071685903 |
| 2023-05-01 | 15.0670003652 |
| 2023-06-01 | 15.1964739956 |
| 2023-07-01 | 15.1038315577 |
| 2023-08-01 | 15.0132781008 |
| 2023-09-01 | 15.1191221306 |
| 2023-10-01 | 14.9182900747 |
| 2023-11-01 | 14.9386813684 |
| 2023-12-01 | 15.0473729457 |
| 2024-01-01 | 15.1995845118 |
| 2024-02-01 | 15.4625462220 |
| 2024-03-01 | 15.4753874916 |
| 2024-04-01 | 15.2145926942 |
| 2024-05-01 | 15.4829207245 |
| 2024-06-01 | 15.3925933033 |
| 2024-07-01 | 15.7135858887 |
| 2024-08-01 | 15.7313212566 |
| 2024-09-01 | 15.7278564556 |
| 2024-10-01 | 15.8422116690 |
| 2024-11-01 | 15.7566658267 |
| 2024-12-01 | 15.9463833343 |
| 2025-01-01 | 15.6824391323 |
| 2025-02-01 | 15.9336278489 |
| 2025-03-01 | 15.9263857892 |
| 2025-04-01 | 15.8191697139 |
| 2025-05-01 | 15.9020424407 |
| 2025-06-01 | 15.9036573342 |
| 2025-07-01 | 15.9249462270 |
| 2025-08-01 | 16.1456426921 |
| 2025-09-01 | 16.2387642684 |
| 2025-10-01 | 16.3424333445 |
| 2025-11-01 | 16.5575121532 |
| 2025-12-01 | 16.5378635811 |
| 2026-01-01 | 16.7776115140 |
| 2026-02-01 | 16.7213935892 |
| 2026-03-01 | 16.8975049106 |
| 2026-04-01 | 16.9208515358 |
| 2026-05-01 | 16.8119534082 |
| 2026-06-01 | 16.9141065546 |
| 2026-07-01 | 16.9374991558 |
| 2026-08-01 | 16.8554912518 |