Table Data - All Employees: Total Private in Harrisonburg, VA (MSA)
| Title | All Employees: Total Private in Harrisonburg, VA (MSA) |
|---|---|
| Series ID | SMU51255000500000001SA |
| 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 10:47 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 | 35.7168895380 |
| 1990-02-01 | 35.8390012550 |
| 1990-03-01 | 35.8600786122 |
| 1990-04-01 | 35.8255528620 |
| 1990-05-01 | 35.5585193647 |
| 1990-06-01 | 35.7054993384 |
| 1990-07-01 | 35.6489255159 |
| 1990-08-01 | 35.4826513899 |
| 1990-09-01 | 35.4358394597 |
| 1990-10-01 | 36.2537428936 |
| 1990-11-01 | 35.4315229544 |
| 1990-12-01 | 35.3608097010 |
| 1991-01-01 | 35.6049164259 |
| 1991-02-01 | 35.6235866984 |
| 1991-03-01 | 35.8604098354 |
| 1991-04-01 | 35.9354784025 |
| 1991-05-01 | 36.1686957943 |
| 1991-06-01 | 36.2052546443 |
| 1991-07-01 | 36.2364006501 |
| 1991-08-01 | 36.4701076787 |
| 1991-09-01 | 36.6458662514 |
| 1991-10-01 | 36.5604175301 |
| 1991-11-01 | 36.8229194239 |
| 1991-12-01 | 36.8304661454 |
| 1992-01-01 | 36.6012745351 |
| 1992-02-01 | 36.9191447551 |
| 1992-03-01 | 36.9768627894 |
| 1992-04-01 | 37.4648790697 |
| 1992-05-01 | 37.3790421194 |
| 1992-06-01 | 37.3024851042 |
| 1992-07-01 | 37.4263521356 |
| 1992-08-01 | 37.5630757557 |
| 1992-09-01 | 37.8664191556 |
| 1992-10-01 | 38.0753491285 |
| 1992-11-01 | 38.0178621655 |
| 1992-12-01 | 37.9849182006 |
| 1993-01-01 | 38.6109937191 |
| 1993-02-01 | 38.6939379183 |
| 1993-03-01 | 38.4895293623 |
| 1993-04-01 | 39.0936035169 |
| 1993-05-01 | 39.3004466112 |
| 1993-06-01 | 39.4931561097 |
| 1993-07-01 | 40.2099105848 |
| 1993-08-01 | 40.0591359105 |
| 1993-09-01 | 40.0975280806 |
| 1993-10-01 | 40.3931209341 |
| 1993-11-01 | 40.5108234136 |
| 1993-12-01 | 40.5269115809 |
| 1994-01-01 | 40.4926488313 |
| 1994-02-01 | 40.5480355639 |
| 1994-03-01 | 40.5852805171 |
| 1994-04-01 | 40.6254120140 |
| 1994-05-01 | 40.7302862660 |
| 1994-06-01 | 40.9943588524 |
| 1994-07-01 | 41.3119240734 |
| 1994-08-01 | 41.3780069717 |
| 1994-09-01 | 41.3520647229 |
| 1994-10-01 | 41.4280899278 |
| 1994-11-01 | 41.5093118757 |
| 1994-12-01 | 41.7871427067 |
| 1995-01-01 | 41.6584500627 |
| 1995-02-01 | 41.4602193927 |
| 1995-03-01 | 41.8512483353 |
| 1995-04-01 | 42.2447661734 |
| 1995-05-01 | 41.9771317878 |
| 1995-06-01 | 42.0950637592 |
| 1995-07-01 | 41.9196512220 |
| 1995-08-01 | 41.8211336806 |
| 1995-09-01 | 41.9150098137 |
| 1995-10-01 | 41.7747467926 |
| 1995-11-01 | 41.8179229639 |
| 1995-12-01 | 41.7740793734 |
| 1996-01-01 | 41.5005305990 |
| 1996-02-01 | 41.8598996419 |
| 1996-03-01 | 42.0867089146 |
| 1996-04-01 | 41.8361211796 |
| 1996-05-01 | 41.8119376750 |
| 1996-06-01 | 41.6948160734 |
| 1996-07-01 | 41.6563856593 |
| 1996-08-01 | 41.8711624954 |
| 1996-09-01 | 41.9748154890 |
| 1996-10-01 | 42.2264171086 |
| 1996-11-01 | 42.4299581018 |
| 1996-12-01 | 42.4784642253 |
| 1997-01-01 | 42.7537860280 |
| 1997-02-01 | 42.6544700105 |
| 1997-03-01 | 42.9249912164 |
| 1997-04-01 | 42.8247015534 |
| 1997-05-01 | 43.1371060389 |
| 1997-06-01 | 43.1824410439 |
| 1997-07-01 | 43.5988965660 |
| 1997-08-01 | 43.6155115177 |
| 1997-09-01 | 43.7237227576 |
| 1997-10-01 | 43.7555580310 |
| 1997-11-01 | 43.3551103259 |
| 1997-12-01 | 43.7954756939 |
| 1998-01-01 | 43.7971738795 |
| 1998-02-01 | 43.8720391733 |
| 1998-03-01 | 43.6510867541 |
| 1998-04-01 | 43.8160722376 |
| 1998-05-01 | 43.7552307539 |
| 1998-06-01 | 43.9713383218 |
| 1998-07-01 | 44.1491509960 |
| 1998-08-01 | 44.2519544817 |
| 1998-09-01 | 44.5688993470 |
| 1998-10-01 | 44.6623687741 |
| 1998-11-01 | 45.0846434476 |
| 1998-12-01 | 45.3205988623 |
| 1999-01-01 | 45.2519125973 |
| 1999-02-01 | 45.6176325559 |
| 1999-03-01 | 45.7944779304 |
| 1999-04-01 | 46.0051286979 |
| 1999-05-01 | 46.0838425613 |
| 1999-06-01 | 46.2519780425 |
| 1999-07-01 | 46.0781003434 |
| 1999-08-01 | 46.2778179507 |
| 1999-09-01 | 46.0870114085 |
| 1999-10-01 | 46.2519999948 |
| 1999-11-01 | 46.3269272021 |
| 1999-12-01 | 46.4511997303 |
| 2000-01-01 | 46.8145101036 |
| 2000-02-01 | 47.0171352557 |
| 2000-03-01 | 47.0537191588 |
| 2000-04-01 | 47.0722291280 |
| 2000-05-01 | 47.4842064288 |
| 2000-06-01 | 46.9470263657 |
| 2000-07-01 | 47.3945686535 |
| 2000-08-01 | 47.4858050297 |
| 2000-09-01 | 47.6953823564 |
| 2000-10-01 | 47.9340966191 |
| 2000-11-01 | 47.9768807580 |
| 2000-12-01 | 48.0892247592 |
| 2001-01-01 | 48.2745072885 |
| 2001-02-01 | 48.4487477691 |
| 2001-03-01 | 48.5365641156 |
| 2001-04-01 | 48.1323886338 |
| 2001-05-01 | 48.3549905099 |
| 2001-06-01 | 48.6616471884 |
| 2001-07-01 | 48.3962914823 |
| 2001-08-01 | 48.4845597724 |
| 2001-09-01 | 48.0717294683 |
| 2001-10-01 | 48.5142528480 |
| 2001-11-01 | 48.6287417569 |
| 2001-12-01 | 48.6377501126 |
| 2002-01-01 | 48.4373188801 |
| 2002-02-01 | 48.3994513340 |
| 2002-03-01 | 48.5318949080 |
| 2002-04-01 | 48.7939443782 |
| 2002-05-01 | 48.2978360479 |
| 2002-06-01 | 48.5218884163 |
| 2002-07-01 | 48.6897882704 |
| 2002-08-01 | 48.6600750174 |
| 2002-09-01 | 48.9336317970 |
| 2002-10-01 | 49.0070783138 |
| 2002-11-01 | 48.8581364357 |
| 2002-12-01 | 48.8706979158 |
| 2003-01-01 | 49.2324110950 |
| 2003-02-01 | 48.9417588517 |
| 2003-03-01 | 49.1479591952 |
| 2003-04-01 | 49.6576958852 |
| 2003-05-01 | 49.9665336490 |
| 2003-06-01 | 50.0018559399 |
| 2003-07-01 | 50.1719400399 |
| 2003-08-01 | 50.2237342791 |
| 2003-09-01 | 50.0788720816 |
| 2003-10-01 | 50.3788268304 |
| 2003-11-01 | 50.5548699940 |
| 2003-12-01 | 50.7697797018 |
| 2004-01-01 | 50.9686740403 |
| 2004-02-01 | 50.9853422896 |
| 2004-03-01 | 51.5814222084 |
| 2004-04-01 | 50.9383373976 |
| 2004-05-01 | 51.0597136358 |
| 2004-06-01 | 50.9827692255 |
| 2004-07-01 | 50.8786682819 |
| 2004-08-01 | 50.7910432729 |
| 2004-09-01 | 50.8396113468 |
| 2004-10-01 | 50.3221179521 |
| 2004-11-01 | 50.2085079216 |
| 2004-12-01 | 50.4477667337 |
| 2005-01-01 | 50.5133082355 |
| 2005-02-01 | 50.6975694344 |
| 2005-03-01 | 50.6901973948 |
| 2005-04-01 | 50.7471382395 |
| 2005-05-01 | 50.8103726096 |
| 2005-06-01 | 50.4495235322 |
| 2005-07-01 | 50.5080326919 |
| 2005-08-01 | 50.6927646626 |
| 2005-09-01 | 50.7925431828 |
| 2005-10-01 | 50.7296895050 |
| 2005-11-01 | 51.1365101241 |
| 2005-12-01 | 51.2931785537 |
| 2006-01-01 | 51.7656843477 |
| 2006-02-01 | 52.2262628103 |
| 2006-03-01 | 52.5045680090 |
| 2006-04-01 | 52.9715027480 |
| 2006-05-01 | 53.2963505677 |
| 2006-06-01 | 53.3869374018 |
| 2006-07-01 | 54.3506700430 |
| 2006-08-01 | 54.4232627972 |
| 2006-09-01 | 54.1497026485 |
| 2006-10-01 | 54.6078894901 |
| 2006-11-01 | 54.1252075233 |
| 2006-12-01 | 54.4047153750 |
| 2007-01-01 | 53.5078992582 |
| 2007-02-01 | 53.4575867538 |
| 2007-03-01 | 53.4264893025 |
| 2007-04-01 | 53.2728829329 |
| 2007-05-01 | 53.3855561658 |
| 2007-06-01 | 53.6967767172 |
| 2007-07-01 | 52.3958078071 |
| 2007-08-01 | 52.5005783037 |
| 2007-09-01 | 52.8514319803 |
| 2007-10-01 | 53.0153815506 |
| 2007-11-01 | 53.0579097068 |
| 2007-12-01 | 53.0681770149 |
| 2008-01-01 | 52.8964754286 |
| 2008-02-01 | 52.8685333471 |
| 2008-03-01 | 52.8650346448 |
| 2008-04-01 | 52.2198682933 |
| 2008-05-01 | 52.1220674632 |
| 2008-06-01 | 52.1820146976 |
| 2008-07-01 | 51.9502836843 |
| 2008-08-01 | 51.9089443821 |
| 2008-09-01 | 52.0810589252 |
| 2008-10-01 | 51.5650875959 |
| 2008-11-01 | 51.4179848368 |
| 2008-12-01 | 51.7518690102 |
| 2009-01-01 | 51.1488249464 |
| 2009-02-01 | 50.6314765947 |
| 2009-03-01 | 50.5927530847 |
| 2009-04-01 | 50.3352463260 |
| 2009-05-01 | 50.2238508235 |
| 2009-06-01 | 50.0791638064 |
| 2009-07-01 | 50.1200110692 |
| 2009-08-01 | 49.9108119674 |
| 2009-09-01 | 49.8971552118 |
| 2009-10-01 | 50.1608152343 |
| 2009-11-01 | 50.2129606312 |
| 2009-12-01 | 50.1595918716 |
| 2010-01-01 | 49.9875403611 |
| 2010-02-01 | 49.5800856917 |
| 2010-03-01 | 49.9161502491 |
| 2010-04-01 | 50.1241059669 |
| 2010-05-01 | 50.6074952929 |
| 2010-06-01 | 50.6258802526 |
| 2010-07-01 | 50.6169229995 |
| 2010-08-01 | 50.6113282935 |
| 2010-09-01 | 50.3868170317 |
| 2010-10-01 | 50.3595347205 |
| 2010-11-01 | 50.1877201874 |
| 2010-12-01 | 50.4440185531 |
| 2011-01-01 | 50.9502748450 |
| 2011-02-01 | 51.3338643360 |
| 2011-03-01 | 51.3516223312 |
| 2011-04-01 | 51.8160604592 |
| 2011-05-01 | 51.9877748951 |
| 2011-06-01 | 51.7258435661 |
| 2011-07-01 | 51.4221025710 |
| 2011-08-01 | 51.1708693886 |
| 2011-09-01 | 51.0510166397 |
| 2011-10-01 | 51.2466219130 |
| 2011-11-01 | 51.3501235263 |
| 2011-12-01 | 51.4116956915 |
| 2012-01-01 | 51.4425089730 |
| 2012-02-01 | 51.3806763508 |
| 2012-03-01 | 51.2700703616 |
| 2012-04-01 | 51.2376784737 |
| 2012-05-01 | 51.1579266068 |
| 2012-06-01 | 51.3412179892 |
| 2012-07-01 | 51.5131530718 |
| 2012-08-01 | 51.7300795220 |
| 2012-09-01 | 51.9945985529 |
| 2012-10-01 | 51.9252810071 |
| 2012-11-01 | 51.7903860844 |
| 2012-12-01 | 51.7643501728 |
| 2013-01-01 | 51.8679949587 |
| 2013-02-01 | 51.7459951861 |
| 2013-03-01 | 51.8844236096 |
| 2013-04-01 | 51.6987184172 |
| 2013-05-01 | 51.0437735557 |
| 2013-06-01 | 51.4501435698 |
| 2013-07-01 | 51.4754237770 |
| 2013-08-01 | 51.7661963960 |
| 2013-09-01 | 51.9243928718 |
| 2013-10-01 | 52.0109509169 |
| 2013-11-01 | 52.1400787580 |
| 2013-12-01 | 52.2376149043 |
| 2014-01-01 | 51.6911725333 |
| 2014-02-01 | 51.9222874757 |
| 2014-03-01 | 51.9810747933 |
| 2014-04-01 | 52.0802965154 |
| 2014-05-01 | 52.1469322021 |
| 2014-06-01 | 51.9380807608 |
| 2014-07-01 | 52.0008446841 |
| 2014-08-01 | 52.3947292221 |
| 2014-09-01 | 52.0857109382 |
| 2014-10-01 | 52.1042998006 |
| 2014-11-01 | 52.0990897133 |
| 2014-12-01 | 52.2360702489 |
| 2015-01-01 | 52.0120850264 |
| 2015-02-01 | 52.1978606342 |
| 2015-03-01 | 52.1637778797 |
| 2015-04-01 | 52.3949397914 |
| 2015-05-01 | 52.6473290444 |
| 2015-06-01 | 52.6870122165 |
| 2015-07-01 | 52.8971521472 |
| 2015-08-01 | 52.7946048291 |
| 2015-09-01 | 53.0759495473 |
| 2015-10-01 | 53.2093230875 |
| 2015-11-01 | 53.4763971763 |
| 2015-12-01 | 53.5630139504 |
| 2016-01-01 | 53.5138358193 |
| 2016-02-01 | 53.7498438868 |
| 2016-03-01 | 53.9371185626 |
| 2016-04-01 | 54.2065853552 |
| 2016-05-01 | 54.3650630714 |
| 2016-06-01 | 54.4054667666 |
| 2016-07-01 | 54.3929390360 |
| 2016-08-01 | 54.4123510662 |
| 2016-09-01 | 54.6914152815 |
| 2016-10-01 | 54.7166231667 |
| 2016-11-01 | 54.4609995599 |
| 2016-12-01 | 54.7130002721 |
| 2017-01-01 | 54.9972979059 |
| 2017-02-01 | 55.0874418353 |
| 2017-03-01 | 55.0877060957 |
| 2017-04-01 | 55.2410968556 |
| 2017-05-01 | 54.9732203672 |
| 2017-06-01 | 55.2012386937 |
| 2017-07-01 | 55.4100149338 |
| 2017-08-01 | 55.5097644059 |
| 2017-09-01 | 55.4288178803 |
| 2017-10-01 | 55.4148501430 |
| 2017-11-01 | 55.3503539060 |
| 2017-12-01 | 55.4919397958 |
| 2018-01-01 | 55.5656187412 |
| 2018-02-01 | 55.5289404358 |
| 2018-03-01 | 55.6238059080 |
| 2018-04-01 | 55.3545243331 |
| 2018-05-01 | 55.5872567138 |
| 2018-06-01 | 55.7005400968 |
| 2018-07-01 | 55.9389048609 |
| 2018-08-01 | 56.0076591361 |
| 2018-09-01 | 55.8856978319 |
| 2018-10-01 | 55.8851405850 |
| 2018-11-01 | 56.1286209454 |
| 2018-12-01 | 56.4621822169 |
| 2019-01-01 | 56.7673631125 |
| 2019-02-01 | 56.7786958238 |
| 2019-03-01 | 57.2605716117 |
| 2019-04-01 | 56.8444566795 |
| 2019-05-01 | 56.5735192934 |
| 2019-06-01 | 57.0312508194 |
| 2019-07-01 | 56.8817132547 |
| 2019-08-01 | 56.9114952778 |
| 2019-09-01 | 57.3346439237 |
| 2019-10-01 | 57.3380779736 |
| 2019-11-01 | 57.5102191393 |
| 2019-12-01 | 57.4140445422 |
| 2020-01-01 | 57.4039017900 |
| 2020-02-01 | 57.4362753886 |
| 2020-03-01 | 57.2881945785 |
| 2020-04-01 | 49.0414911635 |
| 2020-05-01 | 49.4156874033 |
| 2020-06-01 | 51.1006308350 |
| 2020-07-01 | 52.7635258432 |
| 2020-08-01 | 53.4177550187 |
| 2020-09-01 | 53.2885237670 |
| 2020-10-01 | 54.1420499899 |
| 2020-11-01 | 54.2518403807 |
| 2020-12-01 | 53.9574320778 |
| 2021-01-01 | 54.3606038800 |
| 2021-02-01 | 54.5024233060 |
| 2021-03-01 | 54.9131723446 |
| 2021-04-01 | 55.4548622832 |
| 2021-05-01 | 55.6044024233 |
| 2021-06-01 | 55.9821621193 |
| 2021-07-01 | 56.2350646257 |
| 2021-08-01 | 56.1581011660 |
| 2021-09-01 | 56.1968502150 |
| 2021-10-01 | 56.7027815971 |
| 2021-11-01 | 56.7513805543 |
| 2021-12-01 | 56.7448658279 |
| 2022-01-01 | 56.3556938172 |
| 2022-02-01 | 57.0714228591 |
| 2022-03-01 | 57.1259983270 |
| 2022-04-01 | 57.2823588655 |
| 2022-05-01 | 57.3022667196 |
| 2022-06-01 | 57.1045733376 |
| 2022-07-01 | 57.3715968593 |
| 2022-08-01 | 57.3790967700 |
| 2022-09-01 | 57.8092070989 |
| 2022-10-01 | 57.8002202971 |
| 2022-11-01 | 57.8689723511 |
| 2022-12-01 | 58.1115715021 |
| 2023-01-01 | 58.2476504318 |
| 2023-02-01 | 58.4545530241 |
| 2023-03-01 | 58.5425334443 |
| 2023-04-01 | 58.5626714179 |
| 2023-05-01 | 58.4981903575 |
| 2023-06-01 | 58.4081609673 |
| 2023-07-01 | 58.4970506564 |
| 2023-08-01 | 58.3678400597 |
| 2023-09-01 | 58.9190962717 |
| 2023-10-01 | 58.3308995291 |
| 2023-11-01 | 58.3953246238 |
| 2023-12-01 | 58.4638573818 |
| 2024-01-01 | 58.3992820288 |
| 2024-02-01 | 58.6732601187 |
| 2024-03-01 | 58.8730861368 |
| 2024-04-01 | 58.5858513548 |
| 2024-05-01 | 58.1010925093 |
| 2024-06-01 | 58.3633871619 |
| 2024-07-01 | 58.3965634862 |
| 2024-08-01 | 58.6481685319 |
| 2024-09-01 | 58.6319762738 |
| 2024-10-01 | 58.6701386231 |
| 2024-11-01 | 58.4001225685 |
| 2024-12-01 | 58.6229028046 |
| 2025-01-01 | 58.0270205183 |
| 2025-02-01 | 58.4955583892 |
| 2025-03-01 | 58.8435082086 |
| 2025-04-01 | 58.6357305282 |
| 2025-05-01 | 58.6000853309 |
| 2025-06-01 | 58.8175085883 |
| 2025-07-01 | 58.5986744104 |
| 2025-08-01 | 58.8052670352 |
| 2025-09-01 | 58.8503714538 |
| 2025-10-01 | 58.8947518283 |
| 2025-11-01 | 59.1919318289 |
| 2025-12-01 | 59.0928804463 |
| 2026-01-01 | 59.1542220363 |
| 2026-02-01 | 58.5349031220 |
| 2026-03-01 | 58.9285470215 |
| 2026-04-01 | 58.8725638791 |
| 2026-05-01 | 59.4081933085 |
| 2026-06-01 | 59.3704149115 |
| 2026-07-01 | 59.3970424837 |
| 2026-08-01 | 59.1781726738 |
| 2026-09-01 | 58.7750822731 |