Table Data - All Employees: Private Service Providing in Flagstaff, AZ (MSA)
| Title | All Employees: Private Service Providing in Flagstaff, AZ (MSA) |
|---|---|
| Series ID | SMU04223800800000001SA |
| 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 10:00 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 | 23.3544140434 |
| 1990-02-01 | 23.3796112124 |
| 1990-03-01 | 23.7529510203 |
| 1990-04-01 | 22.9737415851 |
| 1990-05-01 | 23.2356829105 |
| 1990-06-01 | 22.9517522385 |
| 1990-07-01 | 22.8111575547 |
| 1990-08-01 | 22.8814515501 |
| 1990-09-01 | 22.6947143616 |
| 1990-10-01 | 21.9677235304 |
| 1990-11-01 | 22.5463865138 |
| 1990-12-01 | 22.2353566042 |
| 1991-01-01 | 23.6500348865 |
| 1991-02-01 | 23.7044817290 |
| 1991-03-01 | 23.8629597280 |
| 1991-04-01 | 23.6729419004 |
| 1991-05-01 | 23.4364866340 |
| 1991-06-01 | 23.6459316489 |
| 1991-07-01 | 23.6164454001 |
| 1991-08-01 | 23.6768597935 |
| 1991-09-01 | 23.7957130098 |
| 1991-10-01 | 23.9423801102 |
| 1991-11-01 | 24.2370208109 |
| 1991-12-01 | 24.1119720985 |
| 1992-01-01 | 24.6493444409 |
| 1992-02-01 | 24.9507315604 |
| 1992-03-01 | 24.8979157262 |
| 1992-04-01 | 25.3529524374 |
| 1992-05-01 | 25.1577221814 |
| 1992-06-01 | 25.1363584525 |
| 1992-07-01 | 25.4077316774 |
| 1992-08-01 | 25.2835549397 |
| 1992-09-01 | 25.4884281864 |
| 1992-10-01 | 25.3076947842 |
| 1992-11-01 | 25.2268317517 |
| 1992-12-01 | 25.4805902730 |
| 1993-01-01 | 25.3626821999 |
| 1993-02-01 | 25.0910039215 |
| 1993-03-01 | 25.2490317058 |
| 1993-04-01 | 25.2244423833 |
| 1993-05-01 | 25.6605976470 |
| 1993-06-01 | 25.8303654990 |
| 1993-07-01 | 25.8196533916 |
| 1993-08-01 | 25.8928222883 |
| 1993-09-01 | 25.6696625185 |
| 1993-10-01 | 25.8793328685 |
| 1993-11-01 | 25.8086553842 |
| 1993-12-01 | 25.9492995988 |
| 1994-01-01 | 25.9722734064 |
| 1994-02-01 | 26.0306486454 |
| 1994-03-01 | 26.4978621977 |
| 1994-04-01 | 26.2248741136 |
| 1994-05-01 | 26.1559397316 |
| 1994-06-01 | 26.2004853453 |
| 1994-07-01 | 26.3353274627 |
| 1994-08-01 | 26.6002696737 |
| 1994-09-01 | 26.3611697937 |
| 1994-10-01 | 27.0517022878 |
| 1994-11-01 | 27.4764662459 |
| 1994-12-01 | 27.4558981339 |
| 1995-01-01 | 26.6946119848 |
| 1995-02-01 | 27.1411335635 |
| 1995-03-01 | 27.0262206862 |
| 1995-04-01 | 27.4377454053 |
| 1995-05-01 | 27.1233197709 |
| 1995-06-01 | 27.2545761802 |
| 1995-07-01 | 27.5861735004 |
| 1995-08-01 | 27.4252645510 |
| 1995-09-01 | 27.6523098754 |
| 1995-10-01 | 27.6222900747 |
| 1995-11-01 | 27.7249638485 |
| 1995-12-01 | 27.2801532567 |
| 1996-01-01 | 27.9343802247 |
| 1996-02-01 | 28.2385433142 |
| 1996-03-01 | 28.4458052851 |
| 1996-04-01 | 28.6523700880 |
| 1996-05-01 | 29.0026484685 |
| 1996-06-01 | 28.7888975505 |
| 1996-07-01 | 28.6038856045 |
| 1996-08-01 | 28.8683368624 |
| 1996-09-01 | 28.7698160174 |
| 1996-10-01 | 28.5764457390 |
| 1996-11-01 | 28.7563672993 |
| 1996-12-01 | 28.8324612886 |
| 1997-01-01 | 29.1111111651 |
| 1997-02-01 | 29.0227663461 |
| 1997-03-01 | 29.0800647829 |
| 1997-04-01 | 28.8456120141 |
| 1997-05-01 | 28.9559864031 |
| 1997-06-01 | 29.1082581083 |
| 1997-07-01 | 29.3047315054 |
| 1997-08-01 | 29.5311245838 |
| 1997-09-01 | 29.6087033367 |
| 1997-10-01 | 29.6333551788 |
| 1997-11-01 | 29.7171489313 |
| 1997-12-01 | 29.3406555646 |
| 1998-01-01 | 29.7840546373 |
| 1998-02-01 | 29.6056591619 |
| 1998-03-01 | 29.6046488259 |
| 1998-04-01 | 29.4721701180 |
| 1998-05-01 | 29.5321920163 |
| 1998-06-01 | 29.5460218061 |
| 1998-07-01 | 29.0508791571 |
| 1998-08-01 | 29.1804332302 |
| 1998-09-01 | 29.4495836929 |
| 1998-10-01 | 29.5081857192 |
| 1998-11-01 | 29.6027927721 |
| 1998-12-01 | 29.6326869057 |
| 1999-01-01 | 29.6369503883 |
| 1999-02-01 | 29.8848910056 |
| 1999-03-01 | 30.0209451698 |
| 1999-04-01 | 30.2934237185 |
| 1999-05-01 | 30.3101544883 |
| 1999-06-01 | 30.5204530076 |
| 1999-07-01 | 31.1093077369 |
| 1999-08-01 | 30.8245848795 |
| 1999-09-01 | 30.7808553005 |
| 1999-10-01 | 31.5143587330 |
| 1999-11-01 | 31.5105846225 |
| 1999-12-01 | 31.2829658725 |
| 2000-01-01 | 31.3319021311 |
| 2000-02-01 | 31.0581845985 |
| 2000-03-01 | 31.7988722168 |
| 2000-04-01 | 32.6325979433 |
| 2000-05-01 | 33.0376785467 |
| 2000-06-01 | 33.0656049398 |
| 2000-07-01 | 33.0553873593 |
| 2000-08-01 | 32.8308196973 |
| 2000-09-01 | 32.8046040009 |
| 2000-10-01 | 33.0554297118 |
| 2000-11-01 | 32.7175797432 |
| 2000-12-01 | 33.1508265468 |
| 2001-01-01 | 32.7785165540 |
| 2001-02-01 | 32.9137241879 |
| 2001-03-01 | 32.9553957313 |
| 2001-04-01 | 32.5633988818 |
| 2001-05-01 | 32.6482760578 |
| 2001-06-01 | 32.7294805077 |
| 2001-07-01 | 32.9601874311 |
| 2001-08-01 | 33.3416836853 |
| 2001-09-01 | 33.1322079102 |
| 2001-10-01 | 32.6193006979 |
| 2001-11-01 | 32.7476184133 |
| 2001-12-01 | 32.8136514709 |
| 2002-01-01 | 33.3576562854 |
| 2002-02-01 | 32.8436062028 |
| 2002-03-01 | 32.7544369568 |
| 2002-04-01 | 33.0134799037 |
| 2002-05-01 | 33.0921010959 |
| 2002-06-01 | 33.0403754383 |
| 2002-07-01 | 33.1967712615 |
| 2002-08-01 | 33.4328001331 |
| 2002-09-01 | 33.5337070506 |
| 2002-10-01 | 33.5891362761 |
| 2002-11-01 | 33.7623271979 |
| 2002-12-01 | 33.7157730718 |
| 2003-01-01 | 33.7310642068 |
| 2003-02-01 | 33.3794334707 |
| 2003-03-01 | 33.5421936237 |
| 2003-04-01 | 33.2286583950 |
| 2003-05-01 | 33.2050083979 |
| 2003-06-01 | 33.3368688848 |
| 2003-07-01 | 33.5795126343 |
| 2003-08-01 | 33.8657658665 |
| 2003-09-01 | 33.6434838805 |
| 2003-10-01 | 33.8266179562 |
| 2003-11-01 | 34.0588995856 |
| 2003-12-01 | 34.1279215988 |
| 2004-01-01 | 34.7297472880 |
| 2004-02-01 | 34.6271857986 |
| 2004-03-01 | 34.6056555977 |
| 2004-04-01 | 34.7237008284 |
| 2004-05-01 | 34.9373537780 |
| 2004-06-01 | 35.0378171955 |
| 2004-07-01 | 34.7499460374 |
| 2004-08-01 | 34.6952326742 |
| 2004-09-01 | 34.3612730160 |
| 2004-10-01 | 35.2332139638 |
| 2004-11-01 | 35.2283110270 |
| 2004-12-01 | 35.5616142229 |
| 2005-01-01 | 35.8891877970 |
| 2005-02-01 | 35.9884140181 |
| 2005-03-01 | 35.8994159887 |
| 2005-04-01 | 36.6734737175 |
| 2005-05-01 | 36.1491859462 |
| 2005-06-01 | 36.2106324407 |
| 2005-07-01 | 36.5210604253 |
| 2005-08-01 | 36.8502846735 |
| 2005-09-01 | 36.9833438561 |
| 2005-10-01 | 36.9231698079 |
| 2005-11-01 | 36.9891290341 |
| 2005-12-01 | 36.9586326579 |
| 2006-01-01 | 36.6865764632 |
| 2006-02-01 | 36.9453642124 |
| 2006-03-01 | 37.3226890313 |
| 2006-04-01 | 37.3417088389 |
| 2006-05-01 | 37.5889430913 |
| 2006-06-01 | 37.6023788327 |
| 2006-07-01 | 37.5624328417 |
| 2006-08-01 | 37.3561863516 |
| 2006-09-01 | 37.4593074751 |
| 2006-10-01 | 37.6347866412 |
| 2006-11-01 | 37.6453039723 |
| 2006-12-01 | 37.6384199962 |
| 2007-01-01 | 37.8075117728 |
| 2007-02-01 | 37.9128649346 |
| 2007-03-01 | 38.2041957863 |
| 2007-04-01 | 38.1135446710 |
| 2007-05-01 | 38.1285505532 |
| 2007-06-01 | 38.7789747592 |
| 2007-07-01 | 38.3843703788 |
| 2007-08-01 | 38.3433769271 |
| 2007-09-01 | 38.1426341825 |
| 2007-10-01 | 38.6393010191 |
| 2007-11-01 | 38.5903606318 |
| 2007-12-01 | 38.5943879976 |
| 2008-01-01 | 38.7179053082 |
| 2008-02-01 | 38.5933587127 |
| 2008-03-01 | 38.6457020711 |
| 2008-04-01 | 38.6343864636 |
| 2008-05-01 | 38.1697022454 |
| 2008-06-01 | 37.7383909845 |
| 2008-07-01 | 37.6656963388 |
| 2008-08-01 | 37.6809797923 |
| 2008-09-01 | 37.5273640442 |
| 2008-10-01 | 37.2308977534 |
| 2008-11-01 | 37.3618882831 |
| 2008-12-01 | 37.0674142833 |
| 2009-01-01 | 36.5147765026 |
| 2009-02-01 | 36.6972190629 |
| 2009-03-01 | 36.4409767699 |
| 2009-04-01 | 36.2759794658 |
| 2009-05-01 | 36.2725870053 |
| 2009-06-01 | 36.1375101355 |
| 2009-07-01 | 36.2378998722 |
| 2009-08-01 | 36.3159471470 |
| 2009-09-01 | 36.3092974557 |
| 2009-10-01 | 35.9150179886 |
| 2009-11-01 | 35.9627086533 |
| 2009-12-01 | 36.0569133043 |
| 2010-01-01 | 36.6023286774 |
| 2010-02-01 | 36.1287772868 |
| 2010-03-01 | 35.4602974255 |
| 2010-04-01 | 35.9380918138 |
| 2010-05-01 | 35.5431316089 |
| 2010-06-01 | 35.7014847800 |
| 2010-07-01 | 35.7899496617 |
| 2010-08-01 | 35.7326598549 |
| 2010-09-01 | 35.6703006358 |
| 2010-10-01 | 36.4049070946 |
| 2010-11-01 | 36.1153386524 |
| 2010-12-01 | 36.1798974793 |
| 2011-01-01 | 36.1854404101 |
| 2011-02-01 | 36.0916517813 |
| 2011-03-01 | 35.9545384317 |
| 2011-04-01 | 35.9855226312 |
| 2011-05-01 | 36.1830270472 |
| 2011-06-01 | 36.0326532777 |
| 2011-07-01 | 36.1438917942 |
| 2011-08-01 | 36.0843142408 |
| 2011-09-01 | 35.9419993572 |
| 2011-10-01 | 36.1902189769 |
| 2011-11-01 | 36.0777611529 |
| 2011-12-01 | 36.0300827194 |
| 2012-01-01 | 36.1628550835 |
| 2012-02-01 | 36.1674709470 |
| 2012-03-01 | 36.1960651275 |
| 2012-04-01 | 36.3052360675 |
| 2012-05-01 | 36.6214890154 |
| 2012-06-01 | 36.7754484203 |
| 2012-07-01 | 36.6214768406 |
| 2012-08-01 | 36.6576212912 |
| 2012-09-01 | 36.7179865362 |
| 2012-10-01 | 36.4638647156 |
| 2012-11-01 | 36.0495604166 |
| 2012-12-01 | 35.9878543568 |
| 2013-01-01 | 36.9543867403 |
| 2013-02-01 | 36.6244948526 |
| 2013-03-01 | 36.8912269297 |
| 2013-04-01 | 37.0697182499 |
| 2013-05-01 | 37.1659111824 |
| 2013-06-01 | 37.4614431741 |
| 2013-07-01 | 37.5472080078 |
| 2013-08-01 | 37.6664224120 |
| 2013-09-01 | 37.6950769878 |
| 2013-10-01 | 37.6433153782 |
| 2013-11-01 | 37.6719374069 |
| 2013-12-01 | 37.9239844477 |
| 2014-01-01 | 37.9782397486 |
| 2014-02-01 | 37.9439633924 |
| 2014-03-01 | 37.9626560408 |
| 2014-04-01 | 37.8804159511 |
| 2014-05-01 | 38.2472310690 |
| 2014-06-01 | 38.6006455996 |
| 2014-07-01 | 38.4091494719 |
| 2014-08-01 | 38.4066862656 |
| 2014-09-01 | 38.5813977213 |
| 2014-10-01 | 38.7127496918 |
| 2014-11-01 | 38.8605825568 |
| 2014-12-01 | 38.8018072296 |
| 2015-01-01 | 39.2147707362 |
| 2015-02-01 | 39.0325922140 |
| 2015-03-01 | 39.2243552673 |
| 2015-04-01 | 39.0766317155 |
| 2015-05-01 | 38.9590672263 |
| 2015-06-01 | 39.0782964156 |
| 2015-07-01 | 39.0032612311 |
| 2015-08-01 | 39.1883647835 |
| 2015-09-01 | 39.0912386137 |
| 2015-10-01 | 39.1737916107 |
| 2015-11-01 | 38.9745475726 |
| 2015-12-01 | 39.1286123046 |
| 2016-01-01 | 39.1443082392 |
| 2016-02-01 | 39.9141664302 |
| 2016-03-01 | 39.1964826513 |
| 2016-04-01 | 39.7652900159 |
| 2016-05-01 | 40.0057757440 |
| 2016-06-01 | 39.8616789480 |
| 2016-07-01 | 40.1297480999 |
| 2016-08-01 | 40.4934924678 |
| 2016-09-01 | 40.2337079646 |
| 2016-10-01 | 40.2180672180 |
| 2016-11-01 | 40.3598722004 |
| 2016-12-01 | 40.2014519200 |
| 2017-01-01 | 40.2496746272 |
| 2017-02-01 | 40.5730068173 |
| 2017-03-01 | 40.3839420140 |
| 2017-04-01 | 40.7940892345 |
| 2017-05-01 | 40.6643625545 |
| 2017-06-01 | 40.7543793436 |
| 2017-07-01 | 41.1679980574 |
| 2017-08-01 | 40.8056541105 |
| 2017-09-01 | 40.9741664338 |
| 2017-10-01 | 41.0834454535 |
| 2017-11-01 | 40.9059273129 |
| 2017-12-01 | 41.0814203958 |
| 2018-01-01 | 40.9231917239 |
| 2018-02-01 | 40.7100475309 |
| 2018-03-01 | 41.0855211909 |
| 2018-04-01 | 40.9279150901 |
| 2018-05-01 | 41.1602508362 |
| 2018-06-01 | 41.3327892586 |
| 2018-07-01 | 41.3830850291 |
| 2018-08-01 | 41.6161633847 |
| 2018-09-01 | 41.7514599353 |
| 2018-10-01 | 41.6479446545 |
| 2018-11-01 | 41.8736994549 |
| 2018-12-01 | 41.8866364288 |
| 2019-01-01 | 41.3448821155 |
| 2019-02-01 | 41.5154925800 |
| 2019-03-01 | 41.6621047764 |
| 2019-04-01 | 41.8063668613 |
| 2019-05-01 | 41.7578764553 |
| 2019-06-01 | 41.8046257986 |
| 2019-07-01 | 41.4767804340 |
| 2019-08-01 | 41.5338039774 |
| 2019-09-01 | 41.5324675461 |
| 2019-10-01 | 41.7454011029 |
| 2019-11-01 | 41.7408327725 |
| 2019-12-01 | 42.3457505276 |
| 2020-01-01 | 42.7328503903 |
| 2020-02-01 | 42.1110477663 |
| 2020-03-01 | 41.9213441776 |
| 2020-04-01 | 30.1814550659 |
| 2020-05-01 | 32.5434022631 |
| 2020-06-01 | 35.1288923471 |
| 2020-07-01 | 35.6588050376 |
| 2020-08-01 | 36.2602360097 |
| 2020-09-01 | 36.8457536075 |
| 2020-10-01 | 37.5716358540 |
| 2020-11-01 | 37.6675600920 |
| 2020-12-01 | 37.8270578222 |
| 2021-01-01 | 38.2870114913 |
| 2021-02-01 | 38.7826262308 |
| 2021-03-01 | 39.1447118563 |
| 2021-04-01 | 39.8793552710 |
| 2021-05-01 | 40.0919267201 |
| 2021-06-01 | 40.6383311136 |
| 2021-07-01 | 41.5381253728 |
| 2021-08-01 | 41.6828758915 |
| 2021-09-01 | 41.6486665929 |
| 2021-10-01 | 42.3438795451 |
| 2021-11-01 | 42.3314933712 |
| 2021-12-01 | 42.3285698683 |
| 2022-01-01 | 42.7358949464 |
| 2022-02-01 | 43.0660811302 |
| 2022-03-01 | 43.1592666640 |
| 2022-04-01 | 43.1514531399 |
| 2022-05-01 | 43.1058419979 |
| 2022-06-01 | 42.7262395194 |
| 2022-07-01 | 43.2975801417 |
| 2022-08-01 | 43.2038266981 |
| 2022-09-01 | 43.5775319292 |
| 2022-10-01 | 43.5313696093 |
| 2022-11-01 | 43.7625673199 |
| 2022-12-01 | 44.0103771532 |
| 2023-01-01 | 43.1734887294 |
| 2023-02-01 | 43.4536662334 |
| 2023-03-01 | 43.4510051345 |
| 2023-04-01 | 43.5424312301 |
| 2023-05-01 | 43.6946799476 |
| 2023-06-01 | 43.9215027740 |
| 2023-07-01 | 43.7609679091 |
| 2023-08-01 | 43.9067407660 |
| 2023-09-01 | 44.1836389207 |
| 2023-10-01 | 44.2296859403 |
| 2023-11-01 | 44.6072633482 |
| 2023-12-01 | 44.8627952738 |
| 2024-01-01 | 45.0431617338 |
| 2024-02-01 | 45.0762039568 |
| 2024-03-01 | 45.2659901626 |
| 2024-04-01 | 45.1217114619 |
| 2024-05-01 | 45.2586998051 |
| 2024-06-01 | 45.4217413347 |
| 2024-07-01 | 45.2155490728 |
| 2024-08-01 | 45.3851664049 |
| 2024-09-01 | 45.2851501618 |
| 2024-10-01 | 45.3137691372 |
| 2024-11-01 | 45.2674235451 |
| 2024-12-01 | 45.3951634248 |
| 2025-01-01 | 45.6357905942 |
| 2025-02-01 | 45.6024409694 |
| 2025-03-01 | 45.8018307287 |
| 2025-04-01 | 45.9210692508 |
| 2025-05-01 | 46.2305794468 |
| 2025-06-01 | 45.7489718852 |
| 2025-07-01 | 46.0590556704 |
| 2025-08-01 | 46.0210474837 |
| 2025-09-01 | 46.1467865784 |
| 2025-10-01 | 46.2640311127 |
| 2025-11-01 | 46.3081809379 |
| 2025-12-01 | 46.5477611728 |
| 2026-01-01 | 46.5756862910 |
| 2026-02-01 | 46.5608105180 |
| 2026-03-01 | 46.2696578555 |
| 2026-04-01 | 46.1068759921 |
| 2026-05-01 | 46.0140379205 |
| 2026-06-01 | 45.8878032437 |
| 2026-07-01 | 45.8677439461 |
| 2026-08-01 | 45.8308400555 |
| 2026-09-01 | 45.6922624917 |