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 2026-07-01 |
| Last Updated | 2026-08-21 7:37 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 | 110.435358952671 |
| 1990-02-01 | 110.198572632076 |
| 1990-03-01 | 109.890555177648 |
| 1990-04-01 | 109.434215525201 |
| 1990-05-01 | 109.313093714021 |
| 1990-06-01 | 109.452047019680 |
| 1990-07-01 | 111.841074128477 |
| 1990-08-01 | 112.579878197211 |
| 1990-09-01 | 111.794034597963 |
| 1990-10-01 | 110.874336733859 |
| 1990-11-01 | 111.161947048527 |
| 1990-12-01 | 110.273177315574 |
| 1991-01-01 | 113.935906771349 |
| 1991-02-01 | 113.815739022605 |
| 1991-03-01 | 113.390340161092 |
| 1991-04-01 | 112.893268416566 |
| 1991-05-01 | 112.684103032533 |
| 1991-06-01 | 112.677679609236 |
| 1991-07-01 | 112.057702279064 |
| 1991-08-01 | 113.838792961718 |
| 1991-09-01 | 113.793567348195 |
| 1991-10-01 | 115.084517056454 |
| 1991-11-01 | 115.626362637347 |
| 1991-12-01 | 115.596874661269 |
| 1992-01-01 | 117.991330810041 |
| 1992-02-01 | 118.654724126861 |
| 1992-03-01 | 119.961602790349 |
| 1992-04-01 | 121.156039470842 |
| 1992-05-01 | 122.121692020211 |
| 1992-06-01 | 122.580614587454 |
| 1992-07-01 | 124.079429504479 |
| 1992-08-01 | 124.275020016051 |
| 1992-09-01 | 125.381866153319 |
| 1992-10-01 | 125.326095009180 |
| 1992-11-01 | 125.316514882758 |
| 1992-12-01 | 125.908701271163 |
| 1993-01-01 | 124.779542858126 |
| 1993-02-01 | 126.114134316460 |
| 1993-03-01 | 127.433984187756 |
| 1993-04-01 | 129.421400845438 |
| 1993-05-01 | 130.741905396782 |
| 1993-06-01 | 131.794209960001 |
| 1993-07-01 | 131.534642794678 |
| 1993-08-01 | 131.754956072646 |
| 1993-09-01 | 133.424487331486 |
| 1993-10-01 | 134.228544473302 |
| 1993-11-01 | 135.165416862783 |
| 1993-12-01 | 137.404074919720 |
| 1994-01-01 | 137.628509708054 |
| 1994-02-01 | 139.053316084750 |
| 1994-03-01 | 140.126377929565 |
| 1994-04-01 | 143.541617931244 |
| 1994-05-01 | 142.701148432890 |
| 1994-06-01 | 144.582846828929 |
| 1994-07-01 | 146.773174268531 |
| 1994-08-01 | 148.641312383362 |
| 1994-09-01 | 149.259108566055 |
| 1994-10-01 | 151.147240351349 |
| 1994-11-01 | 153.495753119030 |
| 1994-12-01 | 155.172975717520 |
| 1995-01-01 | 158.899627119741 |
| 1995-02-01 | 160.665240507099 |
| 1995-03-01 | 162.359199586413 |
| 1995-04-01 | 161.640985986677 |
| 1995-05-01 | 163.436648762198 |
| 1995-06-01 | 165.316596789062 |
| 1995-07-01 | 166.308894821500 |
| 1995-08-01 | 168.359509995990 |
| 1995-09-01 | 170.004631691058 |
| 1995-10-01 | 174.342230522347 |
| 1995-11-01 | 176.710193720664 |
| 1995-12-01 | 178.115379243088 |
| 1996-01-01 | 186.179740991646 |
| 1996-02-01 | 188.988800861683 |
| 1996-03-01 | 190.352891594768 |
| 1996-04-01 | 187.324708771689 |
| 1996-05-01 | 190.402450822444 |
| 1996-06-01 | 192.254166182823 |
| 1996-07-01 | 194.703176000676 |
| 1996-08-01 | 195.598618159509 |
| 1996-09-01 | 197.370216333351 |
| 1996-10-01 | 199.091372041720 |
| 1996-11-01 | 200.870537783092 |
| 1996-12-01 | 202.600143563561 |
| 1997-01-01 | 201.797006829254 |
| 1997-02-01 | 204.729929600992 |
| 1997-03-01 | 206.218701919514 |
| 1997-04-01 | 208.129517389581 |
| 1997-05-01 | 210.103987405334 |
| 1997-06-01 | 212.203851424778 |
| 1997-07-01 | 213.645394114992 |
| 1997-08-01 | 216.041829797004 |
| 1997-09-01 | 217.519508088562 |
| 1997-10-01 | 219.312363942220 |
| 1997-11-01 | 220.658906644474 |
| 1997-12-01 | 222.515154264906 |
| 1998-01-01 | 217.389941187803 |
| 1998-02-01 | 217.582638940495 |
| 1998-03-01 | 220.704110405631 |
| 1998-04-01 | 220.241526181159 |
| 1998-05-01 | 221.239956962876 |
| 1998-06-01 | 223.259651129789 |
| 1998-07-01 | 227.712525267264 |
| 1998-08-01 | 227.241301112708 |
| 1998-09-01 | 228.851482916876 |
| 1998-10-01 | 231.264939364514 |
| 1998-11-01 | 233.654753733358 |
| 1998-12-01 | 235.643787716075 |
| 1999-01-01 | 239.211726345015 |
| 1999-02-01 | 240.719121522297 |
| 1999-03-01 | 242.001442351699 |
| 1999-04-01 | 244.875394128567 |
| 1999-05-01 | 245.960567624375 |
| 1999-06-01 | 247.741837823941 |
| 1999-07-01 | 250.338191131423 |
| 1999-08-01 | 250.758425934238 |
| 1999-09-01 | 252.498781512825 |
| 1999-10-01 | 251.698653648362 |
| 1999-11-01 | 253.180893731971 |
| 1999-12-01 | 254.170216290961 |
| 2000-01-01 | 254.946579925406 |
| 2000-02-01 | 256.807569048796 |
| 2000-03-01 | 258.653547816093 |
| 2000-04-01 | 260.349281061090 |
| 2000-05-01 | 263.763866235311 |
| 2000-06-01 | 263.323243035670 |
| 2000-07-01 | 264.672735018056 |
| 2000-08-01 | 266.819105224302 |
| 2000-09-01 | 267.975523667957 |
| 2000-10-01 | 269.696983768070 |
| 2000-11-01 | 269.383670974452 |
| 2000-12-01 | 270.346044191640 |
| 2001-01-01 | 266.717653993461 |
| 2001-02-01 | 267.475375260758 |
| 2001-03-01 | 268.070798969268 |
| 2001-04-01 | 263.249593412090 |
| 2001-05-01 | 261.743743889491 |
| 2001-06-01 | 261.420241268938 |
| 2001-07-01 | 257.891075842154 |
| 2001-08-01 | 256.337219641719 |
| 2001-09-01 | 256.607645513398 |
| 2001-10-01 | 252.704640272653 |
| 2001-11-01 | 248.450662720628 |
| 2001-12-01 | 248.951907598430 |
| 2002-01-01 | 250.398258906770 |
| 2002-02-01 | 250.706616039728 |
| 2002-03-01 | 252.604140110442 |
| 2002-04-01 | 253.760594725663 |
| 2002-05-01 | 253.874867199831 |
| 2002-06-01 | 254.094680432486 |
| 2002-07-01 | 253.851362148545 |
| 2002-08-01 | 255.054227686410 |
| 2002-09-01 | 254.069725133992 |
| 2002-10-01 | 252.881299925132 |
| 2002-11-01 | 254.034484055311 |
| 2002-12-01 | 253.451002881795 |
| 2003-01-01 | 254.578675818329 |
| 2003-02-01 | 256.003880703516 |
| 2003-03-01 | 256.538921533081 |
| 2003-04-01 | 255.916447867502 |
| 2003-05-01 | 257.627524322111 |
| 2003-06-01 | 257.327446998145 |
| 2003-07-01 | 257.020407852181 |
| 2003-08-01 | 257.655798893921 |
| 2003-09-01 | 259.456688664180 |
| 2003-10-01 | 261.874390630759 |
| 2003-11-01 | 262.156829852333 |
| 2003-12-01 | 264.001697212976 |
| 2004-01-01 | 263.406581052549 |
| 2004-02-01 | 263.422560410513 |
| 2004-03-01 | 265.093768406606 |
| 2004-04-01 | 268.562151626986 |
| 2004-05-01 | 270.045594180450 |
| 2004-06-01 | 271.930938118567 |
| 2004-07-01 | 275.803609402460 |
| 2004-08-01 | 275.032027964042 |
| 2004-09-01 | 277.979611819813 |
| 2004-10-01 | 282.415965930919 |
| 2004-11-01 | 282.736576323722 |
| 2004-12-01 | 285.149596200449 |
| 2005-01-01 | 286.763069598832 |
| 2005-02-01 | 287.857516941302 |
| 2005-03-01 | 289.549847724124 |
| 2005-04-01 | 292.181744960008 |
| 2005-05-01 | 293.095582223556 |
| 2005-06-01 | 295.189610271326 |
| 2005-07-01 | 298.943189880987 |
| 2005-08-01 | 300.116215058153 |
| 2005-09-01 | 304.245838874769 |
| 2005-10-01 | 301.874646248416 |
| 2005-11-01 | 304.110665029901 |
| 2005-12-01 | 304.804841796483 |
| 2006-01-01 | 309.008030520279 |
| 2006-02-01 | 312.519805013743 |
| 2006-03-01 | 313.661336489433 |
| 2006-04-01 | 313.691677757826 |
| 2006-05-01 | 317.554846124634 |
| 2006-06-01 | 320.483521100716 |
| 2006-07-01 | 320.252736330206 |
| 2006-08-01 | 322.064901142528 |
| 2006-09-01 | 325.463640433786 |
| 2006-10-01 | 323.414667429555 |
| 2006-11-01 | 323.017300768225 |
| 2006-12-01 | 324.101175612088 |
| 2007-01-01 | 323.580399816389 |
| 2007-02-01 | 324.312333491352 |
| 2007-03-01 | 326.475794261798 |
| 2007-04-01 | 322.997745455589 |
| 2007-05-01 | 324.813354217202 |
| 2007-06-01 | 326.224599517542 |
| 2007-07-01 | 326.385091337244 |
| 2007-08-01 | 326.738850090227 |
| 2007-09-01 | 325.810006558514 |
| 2007-10-01 | 325.358291918481 |
| 2007-11-01 | 324.781267523081 |
| 2007-12-01 | 322.262294157630 |
| 2008-01-01 | 321.812663484255 |
| 2008-02-01 | 321.429800529793 |
| 2008-03-01 | 317.047596108374 |
| 2008-04-01 | 314.258726610953 |
| 2008-05-01 | 313.032595773077 |
| 2008-06-01 | 309.702179146626 |
| 2008-07-01 | 308.238266058746 |
| 2008-08-01 | 308.289921575787 |
| 2008-09-01 | 306.159725661574 |
| 2008-10-01 | 301.547461554624 |
| 2008-11-01 | 297.333654886307 |
| 2008-12-01 | 293.695044440415 |
| 2009-01-01 | 289.464517341494 |
| 2009-02-01 | 284.651604972769 |
| 2009-03-01 | 280.466220599369 |
| 2009-04-01 | 277.393228607827 |
| 2009-05-01 | 274.877960657910 |
| 2009-06-01 | 272.785399518668 |
| 2009-07-01 | 272.185649602157 |
| 2009-08-01 | 268.715441910905 |
| 2009-09-01 | 268.317554134441 |
| 2009-10-01 | 268.688030030739 |
| 2009-11-01 | 269.509108873295 |
| 2009-12-01 | 268.427780386676 |
| 2010-01-01 | 267.970388481145 |
| 2010-02-01 | 267.455551242044 |
| 2010-03-01 | 269.700567931281 |
| 2010-04-01 | 272.035221748630 |
| 2010-05-01 | 271.577391602712 |
| 2010-06-01 | 271.286473924565 |
| 2010-07-01 | 270.473438240405 |
| 2010-08-01 | 270.160584986126 |
| 2010-09-01 | 269.944034199369 |
| 2010-10-01 | 272.629131591442 |
| 2010-11-01 | 271.955876882039 |
| 2010-12-01 | 274.018324244489 |
| 2011-01-01 | 275.038876934289 |
| 2011-02-01 | 276.798013500797 |
| 2011-03-01 | 277.019319620942 |
| 2011-04-01 | 278.420868673492 |
| 2011-05-01 | 275.999618529325 |
| 2011-06-01 | 275.311133589641 |
| 2011-07-01 | 276.673094113369 |
| 2011-08-01 | 277.464515980531 |
| 2011-09-01 | 278.504016344149 |
| 2011-10-01 | 277.821044181303 |
| 2011-11-01 | 277.837349645647 |
| 2011-12-01 | 279.988429340639 |
| 2012-01-01 | 280.622408439330 |
| 2012-02-01 | 281.217918698373 |
| 2012-03-01 | 281.977413385619 |
| 2012-04-01 | 282.581074829113 |
| 2012-05-01 | 283.762570568299 |
| 2012-06-01 | 285.909752233670 |
| 2012-07-01 | 286.460291041178 |
| 2012-08-01 | 288.486967696619 |
| 2012-09-01 | 289.218673658023 |
| 2012-10-01 | 289.192441806402 |
| 2012-11-01 | 291.152006169547 |
| 2012-12-01 | 292.724002581039 |
| 2013-01-01 | 296.947026089936 |
| 2013-02-01 | 296.078940122926 |
| 2013-03-01 | 297.976427917836 |
| 2013-04-01 | 299.049566980449 |
| 2013-05-01 | 300.408534258031 |
| 2013-06-01 | 302.834305753437 |
| 2013-07-01 | 303.104352795394 |
| 2013-08-01 | 303.494442479225 |
| 2013-09-01 | 303.183052167269 |
| 2013-10-01 | 304.299083049717 |
| 2013-11-01 | 308.338372150207 |
| 2013-12-01 | 308.424019135528 |
| 2014-01-01 | 303.264678401383 |
| 2014-02-01 | 303.098124486813 |
| 2014-03-01 | 304.866144945241 |
| 2014-04-01 | 306.285005160072 |
| 2014-05-01 | 307.826158946028 |
| 2014-06-01 | 308.542492045302 |
| 2014-07-01 | 309.132516990973 |
| 2014-08-01 | 310.965894388394 |
| 2014-09-01 | 311.929090127936 |
| 2014-10-01 | 313.887647662654 |
| 2014-11-01 | 316.381172873247 |
| 2014-12-01 | 318.913929396263 |
| 2015-01-01 | 317.661386342937 |
| 2015-02-01 | 317.489782975651 |
| 2015-03-01 | 317.286546744710 |
| 2015-04-01 | 319.429087310323 |
| 2015-05-01 | 320.810660151181 |
| 2015-06-01 | 321.828506668160 |
| 2015-07-01 | 324.336401059408 |
| 2015-08-01 | 324.775423853432 |
| 2015-09-01 | 326.711637028906 |
| 2015-10-01 | 329.055591499767 |
| 2015-11-01 | 331.417288248447 |
| 2015-12-01 | 333.432353366156 |
| 2016-01-01 | 333.517561245871 |
| 2016-02-01 | 334.270270345235 |
| 2016-03-01 | 335.224986542932 |
| 2016-04-01 | 337.369368146014 |
| 2016-05-01 | 337.151370689069 |
| 2016-06-01 | 334.401304448224 |
| 2016-07-01 | 339.972061249557 |
| 2016-08-01 | 340.588132785947 |
| 2016-09-01 | 344.023559229685 |
| 2016-10-01 | 340.497708184725 |
| 2016-11-01 | 338.855431988660 |
| 2016-12-01 | 338.559913526381 |
| 2017-01-01 | 341.170962389548 |
| 2017-02-01 | 341.425333316640 |
| 2017-03-01 | 341.947132222992 |
| 2017-04-01 | 342.471666087548 |
| 2017-05-01 | 343.032020787275 |
| 2017-06-01 | 342.337290726256 |
| 2017-07-01 | 340.600517384324 |
| 2017-08-01 | 342.505356328034 |
| 2017-09-01 | 346.298819005553 |
| 2017-10-01 | 345.583684069877 |
| 2017-11-01 | 346.215397124477 |
| 2017-12-01 | 348.297104212999 |
| 2018-01-01 | 349.606383861028 |
| 2018-02-01 | 351.799926132677 |
| 2018-03-01 | 353.571386848867 |
| 2018-04-01 | 352.150357452880 |
| 2018-05-01 | 352.388281710079 |
| 2018-06-01 | 355.185508072631 |
| 2018-07-01 | 355.971337612894 |
| 2018-08-01 | 358.003800165380 |
| 2018-09-01 | 359.712703767797 |
| 2018-10-01 | 360.452086629927 |
| 2018-11-01 | 361.793180167418 |
| 2018-12-01 | 362.746454922179 |
| 2019-01-01 | 363.233720833116 |
| 2019-02-01 | 364.119643482310 |
| 2019-03-01 | 365.364390931365 |
| 2019-04-01 | 366.806110977291 |
| 2019-05-01 | 366.674836010807 |
| 2019-06-01 | 369.394595807691 |
| 2019-07-01 | 371.205934003228 |
| 2019-08-01 | 371.729716468879 |
| 2019-09-01 | 371.398035109640 |
| 2019-10-01 | 370.847832483419 |
| 2019-11-01 | 373.434839956415 |
| 2019-12-01 | 373.197164314201 |
| 2020-01-01 | 371.759275321533 |
| 2020-02-01 | 369.719010031219 |
| 2020-03-01 | 367.809101119739 |
| 2020-04-01 | 340.514108118670 |
| 2020-05-01 | 348.904339446218 |
| 2020-06-01 | 351.763274936535 |
| 2020-07-01 | 346.326197622908 |
| 2020-08-01 | 350.121959209204 |
| 2020-09-01 | 350.304288251106 |
| 2020-10-01 | 355.121750187291 |
| 2020-11-01 | 357.497396913070 |
| 2020-12-01 | 359.500809436277 |
| 2021-01-01 | 362.635662713759 |
| 2021-02-01 | 365.604901249114 |
| 2021-03-01 | 368.385590857565 |
| 2021-04-01 | 367.533159833737 |
| 2021-05-01 | 369.345517721869 |
| 2021-06-01 | 368.237928584881 |
| 2021-07-01 | 369.106495267692 |
| 2021-08-01 | 370.838734619221 |
| 2021-09-01 | 373.367378002067 |
| 2021-10-01 | 377.184197890813 |
| 2021-11-01 | 376.369882398147 |
| 2021-12-01 | 378.198373317499 |
| 2022-01-01 | 379.189650591441 |
| 2022-02-01 | 381.362705312673 |
| 2022-03-01 | 381.442411729109 |
| 2022-04-01 | 385.874093955127 |
| 2022-05-01 | 385.650395488407 |
| 2022-06-01 | 386.317556856259 |
| 2022-07-01 | 385.964153042580 |
| 2022-08-01 | 386.176491354321 |
| 2022-09-01 | 386.920067181657 |
| 2022-10-01 | 383.499174975557 |
| 2022-11-01 | 383.269240747803 |
| 2022-12-01 | 380.498304240085 |
| 2023-01-01 | 382.011240799250 |
| 2023-02-01 | 383.061971700844 |
| 2023-03-01 | 382.452780145366 |
| 2023-04-01 | 385.032044780036 |
| 2023-05-01 | 385.207235491332 |
| 2023-06-01 | 386.167774388175 |
| 2023-07-01 | 387.061171377690 |
| 2023-08-01 | 387.685611590107 |
| 2023-09-01 | 390.535180311149 |
| 2023-10-01 | 385.153020017457 |
| 2023-11-01 | 388.719232485887 |
| 2023-12-01 | 391.020029949626 |
| 2024-01-01 | 392.266651489698 |
| 2024-02-01 | 392.071791651651 |
| 2024-03-01 | 394.413806660577 |
| 2024-04-01 | 388.485819155248 |
| 2024-05-01 | 388.094500329170 |
| 2024-06-01 | 385.901256515697 |
| 2024-07-01 | 386.487048191342 |
| 2024-08-01 | 387.420358864483 |
| 2024-09-01 | 387.764136791632 |
| 2024-10-01 | 386.278416827618 |
| 2024-11-01 | 384.954518959444 |
| 2024-12-01 | 382.447377800625 |
| 2025-01-01 | 387.182256472704 |
| 2025-02-01 | 383.481885700176 |
| 2025-03-01 | 385.262219330516 |
| 2025-04-01 | 382.528265474881 |
| 2025-05-01 | 382.706989444332 |
| 2025-06-01 | 382.602469190623 |
| 2025-07-01 | 382.244109719849 |
| 2025-08-01 | 382.274044272235 |
| 2025-09-01 | 381.267128170332 |
| 2025-10-01 | 383.327993062530 |
| 2025-11-01 | 385.228714900101 |
| 2025-12-01 | 385.314295373495 |
| 2026-01-01 | 384.182580863985 |
| 2026-02-01 | 386.261838999198 |
| 2026-03-01 | 387.335069407233 |
| 2026-04-01 | 391.050383279679 |
| 2026-05-01 | 390.286661294020 |
| 2026-06-01 | 392.932115000023 |
| 2026-07-01 | 393.593847852371 |