Table Data - All Employees: Professional and Business Services in Youngstown-Warren, OH (MSA)
| Title | All Employees: Professional and Business Services in Youngstown-Warren, OH (MSA) |
|---|---|
| Series ID | YOUN639PBSV |
| 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 2026-06-01 |
| Last Updated | 2026-07-22 9:24 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 | 12.1850403828282 |
| 1990-02-01 | 12.2229492721012 |
| 1990-03-01 | 12.3870587848835 |
| 1990-04-01 | 12.4885765491105 |
| 1990-05-01 | 13.0556242196393 |
| 1990-06-01 | 12.8877080845225 |
| 1990-07-01 | 12.9566030412877 |
| 1990-08-01 | 12.9253054719817 |
| 1990-09-01 | 12.9913611065521 |
| 1990-10-01 | 12.9359318675632 |
| 1990-11-01 | 13.0672440290752 |
| 1990-12-01 | 13.0282741210595 |
| 1991-01-01 | 12.2803984303508 |
| 1991-02-01 | 12.4237630905450 |
| 1991-03-01 | 12.2683657865744 |
| 1991-04-01 | 12.4033447787647 |
| 1991-05-01 | 12.2721730018103 |
| 1991-06-01 | 12.4039450293208 |
| 1991-07-01 | 12.2852978573322 |
| 1991-08-01 | 12.4519468034249 |
| 1991-09-01 | 12.5957532299812 |
| 1991-10-01 | 12.1524398519389 |
| 1991-11-01 | 12.0460203460431 |
| 1991-12-01 | 11.9066413040542 |
| 1992-01-01 | 12.2701076712527 |
| 1992-02-01 | 12.1936752562826 |
| 1992-03-01 | 12.3431807728662 |
| 1992-04-01 | 12.3345566688235 |
| 1992-05-01 | 12.3899925266529 |
| 1992-06-01 | 12.2189439140581 |
| 1992-07-01 | 12.6952278288783 |
| 1992-08-01 | 12.3713908858255 |
| 1992-09-01 | 12.1878887711634 |
| 1992-10-01 | 12.4538399229546 |
| 1992-11-01 | 12.3121845779570 |
| 1992-12-01 | 12.3003832178423 |
| 1993-01-01 | 12.0583944530869 |
| 1993-02-01 | 12.0755391415897 |
| 1993-03-01 | 11.9950285446206 |
| 1993-04-01 | 12.2895688921117 |
| 1993-05-01 | 12.3135073811991 |
| 1993-06-01 | 12.2229241920516 |
| 1993-07-01 | 13.1016867849720 |
| 1993-08-01 | 12.9708921801077 |
| 1993-09-01 | 13.1371193351498 |
| 1993-10-01 | 13.4493417711134 |
| 1993-11-01 | 13.4597203273881 |
| 1993-12-01 | 13.6129114531182 |
| 1994-01-01 | 13.8737289223853 |
| 1994-02-01 | 14.0402310393022 |
| 1994-03-01 | 13.8132036336727 |
| 1994-04-01 | 13.5364728842188 |
| 1994-05-01 | 13.5083498801939 |
| 1994-06-01 | 13.2853330164557 |
| 1994-07-01 | 13.6984227065019 |
| 1994-08-01 | 13.9736817743632 |
| 1994-09-01 | 14.0730733884359 |
| 1994-10-01 | 14.2583448397828 |
| 1994-11-01 | 14.4938005923527 |
| 1994-12-01 | 14.6105302862242 |
| 1995-01-01 | 15.2788556263472 |
| 1995-02-01 | 15.2016513481903 |
| 1995-03-01 | 15.3414397076221 |
| 1995-04-01 | 15.2944126753914 |
| 1995-05-01 | 15.3866206356398 |
| 1995-06-01 | 15.5984657800480 |
| 1995-07-01 | 15.6568207725290 |
| 1995-08-01 | 15.6360759191409 |
| 1995-09-01 | 15.6785654339093 |
| 1995-10-01 | 15.3851041924325 |
| 1995-11-01 | 15.5437977631560 |
| 1995-12-01 | 15.7043177683791 |
| 1996-01-01 | 15.1128066356529 |
| 1996-02-01 | 15.2258933048589 |
| 1996-03-01 | 15.2684454320065 |
| 1996-04-01 | 15.2083362928536 |
| 1996-05-01 | 15.2545113404544 |
| 1996-06-01 | 15.4720431945477 |
| 1996-07-01 | 15.4716936008218 |
| 1996-08-01 | 15.5423016344191 |
| 1996-09-01 | 15.6423063197087 |
| 1996-10-01 | 15.6333825537844 |
| 1996-11-01 | 15.7285777128310 |
| 1996-12-01 | 15.6563839896851 |
| 1997-01-01 | 16.0733573234852 |
| 1997-02-01 | 16.5206179673265 |
| 1997-03-01 | 16.7440753275595 |
| 1997-04-01 | 18.0836324411819 |
| 1997-05-01 | 18.6790213409312 |
| 1997-06-01 | 18.4813110630329 |
| 1997-07-01 | 18.6329805615086 |
| 1997-08-01 | 18.5585052719667 |
| 1997-09-01 | 18.8588680820482 |
| 1997-10-01 | 19.6313323783313 |
| 1997-11-01 | 18.4180961547518 |
| 1997-12-01 | 19.1359339239048 |
| 1998-01-01 | 17.9479528482891 |
| 1998-02-01 | 17.8002017185392 |
| 1998-03-01 | 17.8114136268185 |
| 1998-04-01 | 18.2064807460043 |
| 1998-05-01 | 18.5309443555879 |
| 1998-06-01 | 18.7874563266537 |
| 1998-07-01 | 19.0664570981203 |
| 1998-08-01 | 19.3740931574176 |
| 1998-09-01 | 19.5168671412037 |
| 1998-10-01 | 19.0600244919181 |
| 1998-11-01 | 19.1454155744296 |
| 1998-12-01 | 19.5681191609988 |
| 1999-01-01 | 19.2105130379580 |
| 1999-02-01 | 19.2562426477231 |
| 1999-03-01 | 19.2516869545845 |
| 1999-04-01 | 19.6410416800244 |
| 1999-05-01 | 19.5254271443095 |
| 1999-06-01 | 19.4015388858851 |
| 1999-07-01 | 19.4096330996009 |
| 1999-08-01 | 19.4825675189773 |
| 1999-09-01 | 19.9119716150268 |
| 1999-10-01 | 18.4857779369015 |
| 1999-11-01 | 18.6958533539518 |
| 1999-12-01 | 19.0263656802074 |
| 2000-01-01 | 17.7255168760471 |
| 2000-02-01 | 17.7255583118197 |
| 2000-03-01 | 17.8712114745262 |
| 2000-04-01 | 17.9265737414998 |
| 2000-05-01 | 17.9796292861245 |
| 2000-06-01 | 18.0669689903230 |
| 2000-07-01 | 18.1703302595610 |
| 2000-08-01 | 18.5409218836812 |
| 2000-09-01 | 18.3440795086817 |
| 2000-10-01 | 18.6959104935121 |
| 2000-11-01 | 18.7198048421614 |
| 2000-12-01 | 18.6082130244180 |
| 2001-01-01 | 16.9887884566861 |
| 2001-02-01 | 17.0102572728541 |
| 2001-03-01 | 17.0755488584513 |
| 2001-04-01 | 17.4669457054406 |
| 2001-05-01 | 17.3548567953691 |
| 2001-06-01 | 17.4030117469036 |
| 2001-07-01 | 17.8894561643424 |
| 2001-08-01 | 17.2769836011104 |
| 2001-09-01 | 17.0347856671544 |
| 2001-10-01 | 17.1988403372297 |
| 2001-11-01 | 17.2403117813974 |
| 2001-12-01 | 17.5373196558739 |
| 2002-01-01 | 17.6400378522798 |
| 2002-02-01 | 17.6518884063102 |
| 2002-03-01 | 17.8062951940605 |
| 2002-04-01 | 17.5148923825535 |
| 2002-05-01 | 17.3979522268567 |
| 2002-06-01 | 17.1094402702266 |
| 2002-07-01 | 17.3917033744200 |
| 2002-08-01 | 17.4122470301687 |
| 2002-09-01 | 17.3821860507260 |
| 2002-10-01 | 17.3931437640117 |
| 2002-11-01 | 17.3432919142384 |
| 2002-12-01 | 17.2616790624172 |
| 2003-01-01 | 15.9439224667689 |
| 2003-02-01 | 16.0507043197110 |
| 2003-03-01 | 15.7055143752595 |
| 2003-04-01 | 15.5868182439547 |
| 2003-05-01 | 15.6385998370472 |
| 2003-06-01 | 15.5325974180431 |
| 2003-07-01 | 15.5015336872587 |
| 2003-08-01 | 15.5580031126915 |
| 2003-09-01 | 15.5083737691871 |
| 2003-10-01 | 15.7101329138899 |
| 2003-11-01 | 15.7532079508904 |
| 2003-12-01 | 15.4633176020240 |
| 2004-01-01 | 15.7304063097630 |
| 2004-02-01 | 15.8261305021719 |
| 2004-03-01 | 15.8832288287112 |
| 2004-04-01 | 15.7175856311554 |
| 2004-05-01 | 15.8302175864627 |
| 2004-06-01 | 15.8084400562998 |
| 2004-07-01 | 16.3810986991664 |
| 2004-08-01 | 16.4630712369180 |
| 2004-09-01 | 16.6063371046015 |
| 2004-10-01 | 16.9138228920960 |
| 2004-11-01 | 16.6540074930040 |
| 2004-12-01 | 16.7664675187133 |
| 2005-01-01 | 16.6521145561792 |
| 2005-02-01 | 17.0455463763700 |
| 2005-03-01 | 17.5088349653261 |
| 2005-04-01 | 17.7438566733372 |
| 2005-05-01 | 17.8121268969295 |
| 2005-06-01 | 17.9545411484365 |
| 2005-07-01 | 17.9514931625185 |
| 2005-08-01 | 17.9276210861077 |
| 2005-09-01 | 18.0937770628367 |
| 2005-10-01 | 18.2175996888851 |
| 2005-11-01 | 18.3405072702036 |
| 2005-12-01 | 18.4604262909739 |
| 2006-01-01 | 18.5132960764912 |
| 2006-02-01 | 18.4883952364739 |
| 2006-03-01 | 18.4714712033591 |
| 2006-04-01 | 18.2317975539953 |
| 2006-05-01 | 18.2865158065473 |
| 2006-06-01 | 18.2625937612029 |
| 2006-07-01 | 18.0455338324790 |
| 2006-08-01 | 18.0063551216244 |
| 2006-09-01 | 18.0958767438605 |
| 2006-10-01 | 18.0292255458563 |
| 2006-11-01 | 18.1287683309394 |
| 2006-12-01 | 18.3393783224478 |
| 2007-01-01 | 18.2013578092721 |
| 2007-02-01 | 18.2730151331138 |
| 2007-03-01 | 18.2295220962307 |
| 2007-04-01 | 18.5121374909344 |
| 2007-05-01 | 18.5824247566142 |
| 2007-06-01 | 18.7940249678039 |
| 2007-07-01 | 18.7310438860833 |
| 2007-08-01 | 18.3658543421177 |
| 2007-09-01 | 18.1955954938969 |
| 2007-10-01 | 18.0370370513867 |
| 2007-11-01 | 17.8071207486944 |
| 2007-12-01 | 17.7125852184434 |
| 2008-01-01 | 17.7912663518773 |
| 2008-02-01 | 17.8609378752213 |
| 2008-03-01 | 17.6862728395395 |
| 2008-04-01 | 17.7818458879789 |
| 2008-05-01 | 17.7771081789497 |
| 2008-06-01 | 17.7613800122266 |
| 2008-07-01 | 17.8404128418974 |
| 2008-08-01 | 17.9450586897817 |
| 2008-09-01 | 18.1038428077658 |
| 2008-10-01 | 17.7330535449859 |
| 2008-11-01 | 17.7835500699736 |
| 2008-12-01 | 17.5167527093091 |
| 2009-01-01 | 17.2645542678624 |
| 2009-02-01 | 17.1322496956216 |
| 2009-03-01 | 16.9275215628625 |
| 2009-04-01 | 16.7636438602600 |
| 2009-05-01 | 16.7795022913394 |
| 2009-06-01 | 16.8108972694644 |
| 2009-07-01 | 16.9456081464898 |
| 2009-08-01 | 17.1403572557426 |
| 2009-09-01 | 17.3060360333077 |
| 2009-10-01 | 17.6176047649441 |
| 2009-11-01 | 17.7668107762191 |
| 2009-12-01 | 17.9391633543501 |
| 2010-01-01 | 18.0827725936229 |
| 2010-02-01 | 18.1623844051854 |
| 2010-03-01 | 18.2998166426304 |
| 2010-04-01 | 18.4464135251917 |
| 2010-05-01 | 18.2526188210986 |
| 2010-06-01 | 18.3057948280346 |
| 2010-07-01 | 18.6306924005407 |
| 2010-08-01 | 18.4937470512625 |
| 2010-09-01 | 18.4986113557712 |
| 2010-10-01 | 18.4722145348244 |
| 2010-11-01 | 18.6471695390435 |
| 2010-12-01 | 18.8627546167270 |
| 2011-01-01 | 18.9076487825587 |
| 2011-02-01 | 18.9959033701517 |
| 2011-03-01 | 19.2634209408272 |
| 2011-04-01 | 19.4482864215256 |
| 2011-05-01 | 19.6373032155999 |
| 2011-06-01 | 19.5822596112871 |
| 2011-07-01 | 19.5247851158493 |
| 2011-08-01 | 19.4370438186608 |
| 2011-09-01 | 19.6018266616462 |
| 2011-10-01 | 19.5253045972458 |
| 2011-11-01 | 19.7222604001530 |
| 2011-12-01 | 19.7696928792330 |
| 2012-01-01 | 20.1659293770408 |
| 2012-02-01 | 20.2502766725778 |
| 2012-03-01 | 20.1965688527379 |
| 2012-04-01 | 20.4701917034165 |
| 2012-05-01 | 20.7239188446929 |
| 2012-06-01 | 20.8661187213578 |
| 2012-07-01 | 20.7229308078109 |
| 2012-08-01 | 20.5796647771646 |
| 2012-09-01 | 20.8073167487360 |
| 2012-10-01 | 20.8709926243980 |
| 2012-11-01 | 20.6909184912494 |
| 2012-12-01 | 20.6565132812738 |
| 2013-01-01 | 20.9055546833272 |
| 2013-02-01 | 21.0897630891624 |
| 2013-03-01 | 21.1187385145822 |
| 2013-04-01 | 21.0011732153170 |
| 2013-05-01 | 21.0429043274986 |
| 2013-06-01 | 20.8881127818247 |
| 2013-07-01 | 20.9122512296127 |
| 2013-08-01 | 21.3366317217494 |
| 2013-09-01 | 21.7226860123647 |
| 2013-10-01 | 21.2370964044918 |
| 2013-11-01 | 20.9596818682863 |
| 2013-12-01 | 20.9316982872458 |
| 2014-01-01 | 20.0038375072064 |
| 2014-02-01 | 19.8595022215905 |
| 2014-03-01 | 20.0369002751302 |
| 2014-04-01 | 20.3341346331388 |
| 2014-05-01 | 20.3660474751897 |
| 2014-06-01 | 20.8440090292890 |
| 2014-07-01 | 21.4080031213015 |
| 2014-08-01 | 21.0449309784038 |
| 2014-09-01 | 20.4336123957641 |
| 2014-10-01 | 20.4321897843153 |
| 2014-11-01 | 20.4424590840670 |
| 2014-12-01 | 20.1912110184046 |
| 2015-01-01 | 20.0255254116279 |
| 2015-02-01 | 19.8562470723475 |
| 2015-03-01 | 19.7829146602804 |
| 2015-04-01 | 19.3475539067739 |
| 2015-05-01 | 19.1981103402463 |
| 2015-06-01 | 18.9048614385753 |
| 2015-07-01 | 18.8195053864299 |
| 2015-08-01 | 18.6255888090650 |
| 2015-09-01 | 18.9443596154040 |
| 2015-10-01 | 19.4581294028533 |
| 2015-11-01 | 19.2481614546643 |
| 2015-12-01 | 19.4674432137724 |
| 2016-01-01 | 19.5401663354635 |
| 2016-02-01 | 19.4363277051671 |
| 2016-03-01 | 19.5145994208824 |
| 2016-04-01 | 19.4547804077998 |
| 2016-05-01 | 19.2033011569400 |
| 2016-06-01 | 19.0241756359083 |
| 2016-07-01 | 19.1870776887329 |
| 2016-08-01 | 18.9568286609018 |
| 2016-09-01 | 18.7156008024451 |
| 2016-10-01 | 18.6044304696095 |
| 2016-11-01 | 18.3734929350676 |
| 2016-12-01 | 18.1707963499296 |
| 2017-01-01 | 18.0017374629394 |
| 2017-02-01 | 17.8658035258466 |
| 2017-03-01 | 17.8606639243201 |
| 2017-04-01 | 18.0630243894724 |
| 2017-05-01 | 17.8142941118599 |
| 2017-06-01 | 17.6220202999811 |
| 2017-07-01 | 17.4763312799868 |
| 2017-08-01 | 17.5326173349335 |
| 2017-09-01 | 17.5806143733578 |
| 2017-10-01 | 17.5359167375794 |
| 2017-11-01 | 17.5937827139302 |
| 2017-12-01 | 17.7056858434867 |
| 2018-01-01 | 17.8192350300612 |
| 2018-02-01 | 17.9397987163477 |
| 2018-03-01 | 17.8601722837734 |
| 2018-04-01 | 17.7679198955986 |
| 2018-05-01 | 17.6988788860889 |
| 2018-06-01 | 17.8983517823311 |
| 2018-07-01 | 17.4670100475701 |
| 2018-08-01 | 17.3616421720277 |
| 2018-09-01 | 17.3412657994446 |
| 2018-10-01 | 17.4394002975826 |
| 2018-11-01 | 17.4050458648873 |
| 2018-12-01 | 17.4598494169475 |
| 2019-01-01 | 17.2019701749366 |
| 2019-02-01 | 17.1856517049530 |
| 2019-03-01 | 17.3733502870195 |
| 2019-04-01 | 17.3734940961043 |
| 2019-05-01 | 17.2938556671847 |
| 2019-06-01 | 17.4713973708494 |
| 2019-07-01 | 17.5665088016912 |
| 2019-08-01 | 17.4778954357584 |
| 2019-09-01 | 17.3203872033843 |
| 2019-10-01 | 16.8283841212579 |
| 2019-11-01 | 16.7156966468136 |
| 2019-12-01 | 16.7063304963898 |
| 2020-01-01 | 17.0980991256312 |
| 2020-02-01 | 16.8650348389590 |
| 2020-03-01 | 16.6597970914002 |
| 2020-04-01 | 14.6555579324776 |
| 2020-05-01 | 14.9041486873177 |
| 2020-06-01 | 15.1825460808094 |
| 2020-07-01 | 15.3244771050451 |
| 2020-08-01 | 15.3285102218424 |
| 2020-09-01 | 15.6216626451646 |
| 2020-10-01 | 15.7332833834132 |
| 2020-11-01 | 15.9452856468665 |
| 2020-12-01 | 16.1501364915342 |
| 2021-01-01 | 15.5092048992631 |
| 2021-02-01 | 15.3226466932966 |
| 2021-03-01 | 15.4195004381746 |
| 2021-04-01 | 15.6498911069270 |
| 2021-05-01 | 15.5020848261489 |
| 2021-06-01 | 14.9793809233343 |
| 2021-07-01 | 15.0409419646252 |
| 2021-08-01 | 15.1420286248006 |
| 2021-09-01 | 15.0281304276655 |
| 2021-10-01 | 15.3283740863353 |
| 2021-11-01 | 15.3667148272660 |
| 2021-12-01 | 15.2710462785296 |
| 2022-01-01 | 15.5910812125096 |
| 2022-02-01 | 15.6455216733007 |
| 2022-03-01 | 15.6019992262530 |
| 2022-04-01 | 15.5202227341144 |
| 2022-05-01 | 15.4864250790978 |
| 2022-06-01 | 15.4703498329860 |
| 2022-07-01 | 15.4449318221840 |
| 2022-08-01 | 15.4387010868511 |
| 2022-09-01 | 15.5401269779846 |
| 2022-10-01 | 15.5336214196278 |
| 2022-11-01 | 15.3892701497743 |
| 2022-12-01 | 15.5974458762292 |
| 2023-01-01 | 15.5623277456635 |
| 2023-02-01 | 15.5594557570115 |
| 2023-03-01 | 15.6762672005343 |
| 2023-04-01 | 15.5991682077156 |
| 2023-05-01 | 15.4731766190827 |
| 2023-06-01 | 15.5648849044891 |
| 2023-07-01 | 15.4426235855042 |
| 2023-08-01 | 15.4406096928595 |
| 2023-09-01 | 15.4615348614491 |
| 2023-10-01 | 15.2468593229381 |
| 2023-11-01 | 15.2093356931231 |
| 2023-12-01 | 15.1845679954713 |
| 2024-01-01 | 15.2536536629726 |
| 2024-02-01 | 15.0789340769013 |
| 2024-03-01 | 15.1509459653606 |
| 2024-04-01 | 15.0768173325684 |
| 2024-05-01 | 15.2658274582594 |
| 2024-06-01 | 15.0609596561561 |
| 2024-07-01 | 15.1306671006356 |
| 2024-08-01 | 15.1374264713426 |
| 2024-09-01 | 14.9782078296368 |
| 2024-10-01 | 14.9754250036756 |
| 2024-11-01 | 14.9285566196046 |
| 2024-12-01 | 14.7700605902068 |
| 2025-01-01 | 14.6345792305615 |
| 2025-02-01 | 14.6911789043727 |
| 2025-03-01 | 14.5382471068488 |
| 2025-04-01 | 14.6718296552491 |
| 2025-05-01 | 14.5647404300920 |
| 2025-06-01 | 14.4586584673678 |
| 2025-07-01 | 14.4233125228592 |
| 2025-08-01 | 14.2473725982277 |
| 2025-09-01 | 14.1925138553077 |
| 2025-10-01 | 14.1970565178769 |
| 2025-11-01 | 14.2316397204112 |
| 2025-12-01 | 14.2521963577204 |
| 2026-01-01 | 14.2385904458688 |
| 2026-02-01 | 14.1934236349279 |
| 2026-03-01 | 14.2455765809317 |
| 2026-04-01 | 14.1633643879017 |
| 2026-05-01 | 14.1546240720193 |
| 2026-06-01 | 14.1567921936513 |