Table Data - All Employees: Professional and Business Services in Phoenix-Mesa-Chandler, AZ (MSA)
| Title | All Employees: Professional and Business Services in Phoenix-Mesa-Chandler, AZ (MSA) |
|---|---|
| Series ID | PHOE004PBSV |
| 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 2026-05-01 |
| Last Updated | 2026-06-24 9:51 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 | 110.435933797141 |
| 1990-02-01 | 110.198933652377 |
| 1990-03-01 | 109.890811853392 |
| 1990-04-01 | 109.434390476847 |
| 1990-05-01 | 109.313195999459 |
| 1990-06-01 | 109.452084138202 |
| 1990-07-01 | 111.841022229869 |
| 1990-08-01 | 112.579803468223 |
| 1990-09-01 | 111.793901855933 |
| 1990-10-01 | 110.874154598463 |
| 1990-11-01 | 111.161693524668 |
| 1990-12-01 | 110.272435109112 |
| 1991-01-01 | 113.936458289028 |
| 1991-02-01 | 113.816071832402 |
| 1991-03-01 | 113.390581806086 |
| 1991-04-01 | 112.893473092154 |
| 1991-05-01 | 112.684206963991 |
| 1991-06-01 | 112.677726517415 |
| 1991-07-01 | 112.057657788377 |
| 1991-08-01 | 113.838730878686 |
| 1991-09-01 | 113.793450694451 |
| 1991-10-01 | 115.084348035195 |
| 1991-11-01 | 115.626119793134 |
| 1991-12-01 | 115.596126744423 |
| 1992-01-01 | 117.991851929141 |
| 1992-02-01 | 118.654957762020 |
| 1992-03-01 | 119.961779828514 |
| 1992-04-01 | 121.156368913036 |
| 1992-05-01 | 122.121787837337 |
| 1992-06-01 | 122.580676908289 |
| 1992-07-01 | 124.079410523417 |
| 1992-08-01 | 124.274983872255 |
| 1992-09-01 | 125.381727031073 |
| 1992-10-01 | 125.325944072741 |
| 1992-11-01 | 125.316299497480 |
| 1992-12-01 | 125.907980251432 |
| 1993-01-01 | 124.779970562795 |
| 1993-02-01 | 126.114217862539 |
| 1993-03-01 | 127.434000917874 |
| 1993-04-01 | 129.421953428353 |
| 1993-05-01 | 130.742034214348 |
| 1993-06-01 | 131.794312257495 |
| 1993-07-01 | 131.534664331406 |
| 1993-08-01 | 131.754949434586 |
| 1993-09-01 | 133.424317417787 |
| 1993-10-01 | 134.228394512044 |
| 1993-11-01 | 135.165196038066 |
| 1993-12-01 | 137.403348299390 |
| 1994-01-01 | 137.628950237335 |
| 1994-02-01 | 139.053200163157 |
| 1994-03-01 | 140.126201869708 |
| 1994-04-01 | 143.542428919301 |
| 1994-05-01 | 142.701347071149 |
| 1994-06-01 | 144.583026351073 |
| 1994-07-01 | 146.773257029035 |
| 1994-08-01 | 148.641334809432 |
| 1994-09-01 | 149.258886075708 |
| 1994-10-01 | 151.147072769707 |
| 1994-11-01 | 153.495472110881 |
| 1994-12-01 | 155.172085338062 |
| 1995-01-01 | 158.900310152747 |
| 1995-02-01 | 160.664879207049 |
| 1995-03-01 | 162.358723032073 |
| 1995-04-01 | 161.642101928188 |
| 1995-05-01 | 163.437015510538 |
| 1995-06-01 | 165.316880878186 |
| 1995-07-01 | 166.309039326834 |
| 1995-08-01 | 168.359541616449 |
| 1995-09-01 | 170.004357948654 |
| 1995-10-01 | 174.341980263726 |
| 1995-11-01 | 176.709759942356 |
| 1995-12-01 | 178.114253063754 |
| 1996-01-01 | 186.180859255733 |
| 1996-02-01 | 188.988215661445 |
| 1996-03-01 | 190.352168884071 |
| 1996-04-01 | 187.326070100368 |
| 1996-05-01 | 190.402981286057 |
| 1996-06-01 | 192.254547924113 |
| 1996-07-01 | 194.703391408491 |
| 1996-08-01 | 195.598650157619 |
| 1996-09-01 | 197.369868970207 |
| 1996-10-01 | 199.091034962448 |
| 1996-11-01 | 200.869965491022 |
| 1996-12-01 | 202.598847501744 |
| 1997-01-01 | 201.798410648370 |
| 1997-02-01 | 204.729272064731 |
| 1997-03-01 | 206.217838796986 |
| 1997-04-01 | 208.130922496248 |
| 1997-05-01 | 210.104693336035 |
| 1997-06-01 | 212.204263476637 |
| 1997-07-01 | 213.645621273525 |
| 1997-08-01 | 216.041827872844 |
| 1997-09-01 | 217.519145535437 |
| 1997-10-01 | 219.311944783547 |
| 1997-11-01 | 220.658278191537 |
| 1997-12-01 | 222.513888548679 |
| 1998-01-01 | 217.391415226962 |
| 1998-02-01 | 217.582058536578 |
| 1998-03-01 | 220.703396560036 |
| 1998-04-01 | 220.242604853029 |
| 1998-05-01 | 221.240674293123 |
| 1998-06-01 | 223.260023448497 |
| 1998-07-01 | 227.712722149458 |
| 1998-08-01 | 227.241271841367 |
| 1998-09-01 | 228.851173063990 |
| 1998-10-01 | 231.264537550133 |
| 1998-11-01 | 233.654158683852 |
| 1998-12-01 | 235.642704738992 |
| 1999-01-01 | 239.213164768761 |
| 1999-02-01 | 240.718645853497 |
| 1999-03-01 | 242.000882079569 |
| 1999-04-01 | 244.876166449576 |
| 1999-05-01 | 245.961264829123 |
| 1999-06-01 | 247.742114074632 |
| 1999-07-01 | 250.338326249653 |
| 1999-08-01 | 250.758374488707 |
| 1999-09-01 | 252.498536582173 |
| 1999-10-01 | 251.698294352304 |
| 1999-11-01 | 253.180414206478 |
| 1999-12-01 | 254.169484687090 |
| 2000-01-01 | 254.947610474066 |
| 2000-02-01 | 256.807283614915 |
| 2000-03-01 | 258.653289552789 |
| 2000-04-01 | 260.349698514792 |
| 2000-05-01 | 263.764352412132 |
| 2000-06-01 | 263.323388910224 |
| 2000-07-01 | 264.672812416087 |
| 2000-08-01 | 266.819066613154 |
| 2000-09-01 | 267.975333659912 |
| 2000-10-01 | 269.696739591431 |
| 2000-11-01 | 269.383354364817 |
| 2000-12-01 | 270.345717398946 |
| 2001-01-01 | 266.718166132737 |
| 2001-02-01 | 267.475257830262 |
| 2001-03-01 | 268.070705276624 |
| 2001-04-01 | 263.249790881383 |
| 2001-05-01 | 261.744044895198 |
| 2001-06-01 | 261.420274512828 |
| 2001-07-01 | 257.891096173094 |
| 2001-08-01 | 256.337192507991 |
| 2001-09-01 | 256.607522024025 |
| 2001-10-01 | 252.704518575754 |
| 2001-11-01 | 248.450539728388 |
| 2001-12-01 | 248.951840559367 |
| 2002-01-01 | 250.398366367493 |
| 2002-02-01 | 250.706621099781 |
| 2002-03-01 | 252.604201846000 |
| 2002-04-01 | 253.760607732481 |
| 2002-05-01 | 253.875001071636 |
| 2002-06-01 | 254.094676106182 |
| 2002-07-01 | 253.851362950238 |
| 2002-08-01 | 255.054209529686 |
| 2002-09-01 | 254.069662305546 |
| 2002-10-01 | 252.881260307691 |
| 2002-11-01 | 254.034422402385 |
| 2002-12-01 | 253.450970657350 |
| 2003-01-01 | 254.578753874117 |
| 2003-02-01 | 256.003881456642 |
| 2003-03-01 | 256.538956968034 |
| 2003-04-01 | 255.916449089952 |
| 2003-05-01 | 257.627585036674 |
| 2003-06-01 | 257.327430157625 |
| 2003-07-01 | 257.020401461582 |
| 2003-08-01 | 257.655788828930 |
| 2003-09-01 | 259.456655096979 |
| 2003-10-01 | 261.874375912955 |
| 2003-11-01 | 262.156801723870 |
| 2003-12-01 | 264.001685989067 |
| 2004-01-01 | 263.406625834891 |
| 2004-02-01 | 263.422564289207 |
| 2004-03-01 | 265.093795068407 |
| 2004-04-01 | 268.562159895440 |
| 2004-05-01 | 270.045601776350 |
| 2004-06-01 | 271.930935215830 |
| 2004-07-01 | 275.803606223610 |
| 2004-08-01 | 275.032017480132 |
| 2004-09-01 | 277.979584601455 |
| 2004-10-01 | 282.415949275055 |
| 2004-11-01 | 282.736558888697 |
| 2004-12-01 | 285.149597162687 |
| 2005-01-01 | 286.763084797019 |
| 2005-02-01 | 287.857534945559 |
| 2005-03-01 | 289.549873366237 |
| 2005-04-01 | 292.181763080113 |
| 2005-05-01 | 293.095595825156 |
| 2005-06-01 | 295.189628217715 |
| 2005-07-01 | 298.943197690788 |
| 2005-08-01 | 300.116206889511 |
| 2005-09-01 | 304.245733488599 |
| 2005-10-01 | 301.874608857571 |
| 2005-11-01 | 304.110639305825 |
| 2005-12-01 | 304.804846727151 |
| 2006-01-01 | 309.008063259394 |
| 2006-02-01 | 312.519849112705 |
| 2006-03-01 | 313.661390997247 |
| 2006-04-01 | 313.691713212878 |
| 2006-05-01 | 317.554880552065 |
| 2006-06-01 | 320.483571745233 |
| 2006-07-01 | 320.252778277973 |
| 2006-08-01 | 322.064886120167 |
| 2006-09-01 | 325.463388197519 |
| 2006-10-01 | 323.414570612101 |
| 2006-11-01 | 323.017223232213 |
| 2006-12-01 | 324.101137911372 |
| 2007-01-01 | 323.580394472376 |
| 2007-02-01 | 324.312698465459 |
| 2007-03-01 | 326.475843470574 |
| 2007-04-01 | 322.997714161200 |
| 2007-05-01 | 324.813438576419 |
| 2007-06-01 | 326.224720558651 |
| 2007-07-01 | 326.385215393873 |
| 2007-08-01 | 326.738928726154 |
| 2007-09-01 | 325.809266296473 |
| 2007-10-01 | 325.358262388876 |
| 2007-11-01 | 324.780915772413 |
| 2007-12-01 | 322.262278693374 |
| 2008-01-01 | 321.812688050309 |
| 2008-02-01 | 321.430589305348 |
| 2008-03-01 | 317.047774998119 |
| 2008-04-01 | 314.258709104443 |
| 2008-05-01 | 313.032906250460 |
| 2008-06-01 | 309.702442781287 |
| 2008-07-01 | 308.238321902982 |
| 2008-08-01 | 308.289717006275 |
| 2008-09-01 | 306.158126869599 |
| 2008-10-01 | 301.547048654001 |
| 2008-11-01 | 297.332704106942 |
| 2008-12-01 | 293.695559534725 |
| 2009-01-01 | 289.465376741245 |
| 2009-02-01 | 284.653396790009 |
| 2009-03-01 | 280.466851775965 |
| 2009-04-01 | 277.393221432144 |
| 2009-05-01 | 274.878229474745 |
| 2009-06-01 | 272.785514316922 |
| 2009-07-01 | 272.185274195617 |
| 2009-08-01 | 268.714441562694 |
| 2009-09-01 | 268.314602913539 |
| 2009-10-01 | 268.686560433199 |
| 2009-11-01 | 269.507402774768 |
| 2009-12-01 | 268.429288291878 |
| 2010-01-01 | 267.973915870620 |
| 2010-02-01 | 267.459210868094 |
| 2010-03-01 | 269.702309989589 |
| 2010-04-01 | 272.035226427427 |
| 2010-05-01 | 271.577145287848 |
| 2010-06-01 | 271.285990842013 |
| 2010-07-01 | 270.472098978476 |
| 2010-08-01 | 270.157712083309 |
| 2010-09-01 | 269.938901439427 |
| 2010-10-01 | 272.625254158540 |
| 2010-11-01 | 271.951928179738 |
| 2010-12-01 | 274.018836934188 |
| 2011-01-01 | 275.051768579097 |
| 2011-02-01 | 276.810518741981 |
| 2011-03-01 | 277.018407294228 |
| 2011-04-01 | 278.419300198444 |
| 2011-05-01 | 275.998124954624 |
| 2011-06-01 | 275.309036251472 |
| 2011-07-01 | 276.669802647316 |
| 2011-08-01 | 277.459619732642 |
| 2011-09-01 | 278.496637992143 |
| 2011-10-01 | 277.814582515831 |
| 2011-11-01 | 277.831690925740 |
| 2011-12-01 | 279.987528947632 |
| 2012-01-01 | 280.644987358080 |
| 2012-02-01 | 281.238357919233 |
| 2012-03-01 | 281.978461221897 |
| 2012-04-01 | 282.576246377071 |
| 2012-05-01 | 283.758623007617 |
| 2012-06-01 | 285.905560937499 |
| 2012-07-01 | 286.455029185515 |
| 2012-08-01 | 288.479982014377 |
| 2012-09-01 | 289.209667047880 |
| 2012-10-01 | 289.183461021165 |
| 2012-11-01 | 291.144229466643 |
| 2012-12-01 | 292.720607336289 |
| 2013-01-01 | 296.979046438645 |
| 2013-02-01 | 296.108072730603 |
| 2013-03-01 | 297.979933924783 |
| 2013-04-01 | 299.042073919663 |
| 2013-05-01 | 300.402749761832 |
| 2013-06-01 | 302.826627710981 |
| 2013-07-01 | 303.098056496478 |
| 2013-08-01 | 303.487286635903 |
| 2013-09-01 | 303.171334667217 |
| 2013-10-01 | 304.288906684633 |
| 2013-11-01 | 308.330404606794 |
| 2013-12-01 | 308.420520751558 |
| 2014-01-01 | 303.291969288274 |
| 2014-02-01 | 303.129980502977 |
| 2014-03-01 | 304.878543047456 |
| 2014-04-01 | 306.278223410387 |
| 2014-05-01 | 307.819387400656 |
| 2014-06-01 | 308.531494474144 |
| 2014-07-01 | 309.131966826129 |
| 2014-08-01 | 310.959276255883 |
| 2014-09-01 | 311.910749352805 |
| 2014-10-01 | 313.877187221692 |
| 2014-11-01 | 316.372731178256 |
| 2014-12-01 | 318.907780752770 |
| 2015-01-01 | 317.677938575238 |
| 2015-02-01 | 317.519346750132 |
| 2015-03-01 | 317.323335176791 |
| 2015-04-01 | 319.418420992768 |
| 2015-05-01 | 320.807670027295 |
| 2015-06-01 | 321.812851138237 |
| 2015-07-01 | 324.341821587422 |
| 2015-08-01 | 324.769280410498 |
| 2015-09-01 | 326.685590645250 |
| 2015-10-01 | 329.045015825884 |
| 2015-11-01 | 331.408262685007 |
| 2015-12-01 | 333.424747117123 |
| 2016-01-01 | 333.514477542035 |
| 2016-02-01 | 334.291309963376 |
| 2016-03-01 | 335.297400080518 |
| 2016-04-01 | 337.359898364251 |
| 2016-05-01 | 337.148933092417 |
| 2016-06-01 | 334.383716769814 |
| 2016-07-01 | 339.983319078885 |
| 2016-08-01 | 340.580785474341 |
| 2016-09-01 | 343.989628394478 |
| 2016-10-01 | 340.485196226439 |
| 2016-11-01 | 338.844599585015 |
| 2016-12-01 | 338.549564488880 |
| 2017-01-01 | 341.149486080880 |
| 2017-02-01 | 341.427174424471 |
| 2017-03-01 | 342.078702923663 |
| 2017-04-01 | 342.456968425970 |
| 2017-05-01 | 343.026946317094 |
| 2017-06-01 | 342.316330967521 |
| 2017-07-01 | 340.611019479831 |
| 2017-08-01 | 342.496340197041 |
| 2017-09-01 | 346.260376119792 |
| 2017-10-01 | 345.570596547474 |
| 2017-11-01 | 346.203606891405 |
| 2017-12-01 | 348.286333899282 |
| 2018-01-01 | 349.571408939261 |
| 2018-02-01 | 351.788971385448 |
| 2018-03-01 | 353.747437491307 |
| 2018-04-01 | 352.136393615989 |
| 2018-05-01 | 352.375137290085 |
| 2018-06-01 | 355.162725963412 |
| 2018-07-01 | 355.979841396228 |
| 2018-08-01 | 357.991146761851 |
| 2018-09-01 | 359.669989056734 |
| 2018-10-01 | 360.442433965609 |
| 2018-11-01 | 361.778873550323 |
| 2018-12-01 | 362.731534460471 |
| 2019-01-01 | 363.198794454961 |
| 2019-02-01 | 364.099444067287 |
| 2019-03-01 | 365.576941938068 |
| 2019-04-01 | 366.780122005481 |
| 2019-05-01 | 366.657680807976 |
| 2019-06-01 | 369.369813980010 |
| 2019-07-01 | 371.205652671333 |
| 2019-08-01 | 371.713889942522 |
| 2019-09-01 | 371.359222246730 |
| 2019-10-01 | 370.846167401399 |
| 2019-11-01 | 373.422227014914 |
| 2019-12-01 | 373.171785896123 |
| 2020-01-01 | 371.736529862455 |
| 2020-02-01 | 369.705110930356 |
| 2020-03-01 | 368.002507207823 |
| 2020-04-01 | 340.491950408383 |
| 2020-05-01 | 348.885659377561 |
| 2020-06-01 | 351.743963850942 |
| 2020-07-01 | 346.318418273471 |
| 2020-08-01 | 350.106074721788 |
| 2020-09-01 | 350.273825733424 |
| 2020-10-01 | 355.131037241624 |
| 2020-11-01 | 357.488133866830 |
| 2020-12-01 | 359.468060349447 |
| 2021-01-01 | 362.626499799010 |
| 2021-02-01 | 365.594144778702 |
| 2021-03-01 | 368.551957124075 |
| 2021-04-01 | 367.505149886330 |
| 2021-05-01 | 369.328216404901 |
| 2021-06-01 | 368.222058617636 |
| 2021-07-01 | 369.094512254943 |
| 2021-08-01 | 370.824890340786 |
| 2021-09-01 | 373.341718974467 |
| 2021-10-01 | 377.202540457610 |
| 2021-11-01 | 376.365959080967 |
| 2021-12-01 | 378.159636984440 |
| 2022-01-01 | 379.191667057642 |
| 2022-02-01 | 381.356203987295 |
| 2022-03-01 | 381.567439123220 |
| 2022-04-01 | 385.844081836283 |
| 2022-05-01 | 385.631528681111 |
| 2022-06-01 | 386.307732641884 |
| 2022-07-01 | 385.963647448677 |
| 2022-08-01 | 386.179984648512 |
| 2022-09-01 | 386.867670952921 |
| 2022-10-01 | 383.533868788823 |
| 2022-11-01 | 383.275041157791 |
| 2022-12-01 | 380.465507292110 |
| 2023-01-01 | 382.016291699567 |
| 2023-02-01 | 383.053367696850 |
| 2023-03-01 | 382.554252640273 |
| 2023-04-01 | 384.991081535023 |
| 2023-05-01 | 385.129818675689 |
| 2023-06-01 | 386.208677498866 |
| 2023-07-01 | 387.086106929114 |
| 2023-08-01 | 387.708375029280 |
| 2023-09-01 | 390.463383145249 |
| 2023-10-01 | 385.199985210128 |
| 2023-11-01 | 388.734182534212 |
| 2023-12-01 | 390.987477618880 |
| 2024-01-01 | 392.269938285690 |
| 2024-02-01 | 392.061863007297 |
| 2024-03-01 | 394.497184969118 |
| 2024-04-01 | 388.439744798645 |
| 2024-05-01 | 387.914627463679 |
| 2024-06-01 | 386.027663707394 |
| 2024-07-01 | 386.529025175289 |
| 2024-08-01 | 387.467872276806 |
| 2024-09-01 | 387.667394041387 |
| 2024-10-01 | 386.341302162680 |
| 2024-11-01 | 384.976651631967 |
| 2024-12-01 | 382.424750020602 |
| 2025-01-01 | 387.175974225714 |
| 2025-02-01 | 383.468620455357 |
| 2025-03-01 | 385.348823234908 |
| 2025-04-01 | 382.476327599376 |
| 2025-05-01 | 382.404823260609 |
| 2025-06-01 | 382.823033029166 |
| 2025-07-01 | 382.290625412976 |
| 2025-08-01 | 382.337172268570 |
| 2025-09-01 | 381.170557661235 |
| 2025-10-01 | 383.399477288229 |
| 2025-11-01 | 385.254774701541 |
| 2025-12-01 | 385.296555628724 |
| 2026-01-01 | 384.163614955266 |
| 2026-02-01 | 386.238226470547 |
| 2026-03-01 | 387.428313791759 |
| 2026-04-01 | 390.985369608600 |
| 2026-05-01 | 390.583425370589 |