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 2026-09-01 |
| Last Updated | 2026-10-20 9:41 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 | 110.4351321153 |
| 1990-02-01 | 110.1984193887 |
| 1990-03-01 | 109.8904477829 |
| 1990-04-01 | 109.4341427506 |
| 1990-05-01 | 109.3130514165 |
| 1990-06-01 | 109.4520558644 |
| 1990-07-01 | 111.8411131886 |
| 1990-08-01 | 112.5799110968 |
| 1990-09-01 | 111.7940903554 |
| 1990-10-01 | 110.8744126774 |
| 1990-11-01 | 111.1620577030 |
| 1990-12-01 | 110.2734178847 |
| 1991-01-01 | 113.9356983723 |
| 1991-02-01 | 113.8155998874 |
| 1991-03-01 | 113.3902400012 |
| 1991-04-01 | 112.8931874010 |
| 1991-05-01 | 112.6840628775 |
| 1991-06-01 | 112.6776885679 |
| 1991-07-01 | 112.0577382551 |
| 1991-08-01 | 113.8388188376 |
| 1991-09-01 | 113.7936104198 |
| 1991-10-01 | 115.0845779049 |
| 1991-11-01 | 115.6264572837 |
| 1991-12-01 | 115.5970965181 |
| 1992-01-01 | 117.9911668059 |
| 1992-02-01 | 118.6546296287 |
| 1992-03-01 | 119.9615287792 |
| 1992-04-01 | 121.1559165034 |
| 1992-05-01 | 122.1216688270 |
| 1992-06-01 | 122.5806279123 |
| 1992-07-01 | 124.0794605845 |
| 1992-08-01 | 124.2750373502 |
| 1992-09-01 | 125.3818989032 |
| 1992-10-01 | 125.3261307200 |
| 1992-11-01 | 125.3165656957 |
| 1992-12-01 | 125.9088467047 |
| 1993-01-01 | 124.7794837502 |
| 1993-02-01 | 126.1141222542 |
| 1993-03-01 | 127.4339736317 |
| 1993-04-01 | 129.4212137256 |
| 1993-05-01 | 130.7418933898 |
| 1993-06-01 | 131.7942207229 |
| 1993-07-01 | 131.5346622724 |
| 1993-08-01 | 131.7549589257 |
| 1993-09-01 | 133.4245043397 |
| 1993-10-01 | 134.2285525486 |
| 1993-11-01 | 135.1654263741 |
| 1993-12-01 | 137.4041073936 |
| 1994-01-01 | 137.6285655279 |
| 1994-02-01 | 139.0534103180 |
| 1994-03-01 | 140.1264479711 |
| 1994-04-01 | 143.5413619820 |
| 1994-05-01 | 142.7011431553 |
| 1994-06-01 | 144.5828466002 |
| 1994-07-01 | 146.7731761375 |
| 1994-08-01 | 148.6412991236 |
| 1994-09-01 | 149.2591113284 |
| 1994-10-01 | 151.1472205124 |
| 1994-11-01 | 153.4957258806 |
| 1994-12-01 | 155.1729014185 |
| 1995-01-01 | 158.8997659551 |
| 1995-02-01 | 160.6654546682 |
| 1995-03-01 | 162.3593997994 |
| 1995-04-01 | 161.6406691978 |
| 1995-05-01 | 163.4366135755 |
| 1995-06-01 | 165.3165722067 |
| 1995-07-01 | 166.3088741345 |
| 1995-08-01 | 168.3594802591 |
| 1995-09-01 | 170.0046223717 |
| 1995-10-01 | 174.3422004071 |
| 1995-11-01 | 176.7101672238 |
| 1995-12-01 | 178.1152536716 |
| 1996-01-01 | 186.1798821178 |
| 1996-02-01 | 188.9891085911 |
| 1996-03-01 | 190.3532087865 |
| 1996-04-01 | 187.3243501811 |
| 1996-05-01 | 190.4023842928 |
| 1996-06-01 | 192.2541158908 |
| 1996-07-01 | 194.7031282488 |
| 1996-08-01 | 195.5985784334 |
| 1996-09-01 | 197.3702092514 |
| 1996-10-01 | 199.0913455943 |
| 1996-11-01 | 200.8705173136 |
| 1996-12-01 | 202.6000076867 |
| 1997-01-01 | 201.7970989048 |
| 1997-02-01 | 204.7302557659 |
| 1997-03-01 | 206.2190912629 |
| 1997-04-01 | 208.1291863864 |
| 1997-05-01 | 210.1038560574 |
| 1997-06-01 | 212.2037782998 |
| 1997-07-01 | 213.6453295365 |
| 1997-08-01 | 216.0417915743 |
| 1997-09-01 | 217.5195097895 |
| 1997-10-01 | 219.3123645230 |
| 1997-11-01 | 220.6589200394 |
| 1997-12-01 | 222.5150509700 |
| 1998-01-01 | 217.3899574735 |
| 1998-02-01 | 217.5829100579 |
| 1998-03-01 | 220.7044606348 |
| 1998-04-01 | 220.2413061442 |
| 1998-05-01 | 221.2397974732 |
| 1998-06-01 | 223.2595716415 |
| 1998-07-01 | 227.7124595371 |
| 1998-08-01 | 227.2412731344 |
| 1998-09-01 | 228.8514921433 |
| 1998-10-01 | 231.2649584574 |
| 1998-11-01 | 233.6547949042 |
| 1998-12-01 | 235.6437611772 |
| 1999-01-01 | 239.2116455984 |
| 1999-02-01 | 240.7193170017 |
| 1999-03-01 | 242.0017416219 |
| 1999-04-01 | 244.8752712573 |
| 1999-05-01 | 245.9603805582 |
| 1999-06-01 | 247.7417679608 |
| 1999-07-01 | 250.3381366371 |
| 1999-08-01 | 250.7584085590 |
| 1999-09-01 | 252.4987958633 |
| 1999-10-01 | 251.6986873659 |
| 1999-11-01 | 253.1809501373 |
| 1999-12-01 | 254.1702502232 |
| 2000-01-01 | 254.9464671494 |
| 2000-02-01 | 256.8076714486 |
| 2000-03-01 | 258.6537247724 |
| 2000-04-01 | 260.3492271175 |
| 2000-05-01 | 263.7637255471 |
| 2000-06-01 | 263.3232018214 |
| 2000-07-01 | 264.6727008731 |
| 2000-08-01 | 266.8190973157 |
| 2000-09-01 | 267.9755432329 |
| 2000-10-01 | 269.6970127138 |
| 2000-11-01 | 269.3837094487 |
| 2000-12-01 | 270.3460824469 |
| 2001-01-01 | 266.7175832803 |
| 2001-02-01 | 267.4754174327 |
| 2001-03-01 | 268.0708876324 |
| 2001-04-01 | 263.2495699586 |
| 2001-05-01 | 261.7436462759 |
| 2001-06-01 | 261.4202276244 |
| 2001-07-01 | 257.8910635298 |
| 2001-08-01 | 256.3372181328 |
| 2001-09-01 | 256.6076631692 |
| 2001-10-01 | 252.7046606238 |
| 2001-11-01 | 248.4506820473 |
| 2001-12-01 | 248.9519142082 |
| 2002-01-01 | 250.3982512101 |
| 2002-02-01 | 250.7066231001 |
| 2002-03-01 | 252.6041482974 |
| 2002-04-01 | 253.7605986987 |
| 2002-05-01 | 253.8748213209 |
| 2002-06-01 | 254.0946763762 |
| 2002-07-01 | 253.8513596060 |
| 2002-08-01 | 255.0542302754 |
| 2002-09-01 | 254.0697355818 |
| 2002-10-01 | 252.8813076881 |
| 2002-11-01 | 254.0344950811 |
| 2002-12-01 | 253.4510046073 |
| 2003-01-01 | 254.5786687566 |
| 2003-02-01 | 256.0038830852 |
| 2003-03-01 | 256.5389248034 |
| 2003-04-01 | 255.9164497519 |
| 2003-05-01 | 257.6275029720 |
| 2003-06-01 | 257.3274483365 |
| 2003-07-01 | 257.0204084894 |
| 2003-08-01 | 257.6557999681 |
| 2003-09-01 | 259.4566927848 |
| 2003-10-01 | 261.8743920460 |
| 2003-11-01 | 262.1568340803 |
| 2003-12-01 | 264.0016958790 |
| 2004-01-01 | 263.4065761372 |
| 2004-02-01 | 263.4225604922 |
| 2004-03-01 | 265.0937730253 |
| 2004-04-01 | 268.5621536786 |
| 2004-05-01 | 270.0455957864 |
| 2004-06-01 | 271.9309432016 |
| 2004-07-01 | 275.8036098086 |
| 2004-08-01 | 275.0320221934 |
| 2004-09-01 | 277.9796033289 |
| 2004-10-01 | 282.4159540138 |
| 2004-11-01 | 282.7365699353 |
| 2004-12-01 | 285.1495944216 |
| 2005-01-01 | 286.7630738739 |
| 2005-02-01 | 287.8575227923 |
| 2005-03-01 | 289.5498655678 |
| 2005-04-01 | 292.1817603617 |
| 2005-05-01 | 293.0955958844 |
| 2005-06-01 | 295.1896303818 |
| 2005-07-01 | 298.9432024784 |
| 2005-08-01 | 300.1162103033 |
| 2005-09-01 | 304.2457370106 |
| 2005-10-01 | 301.8746141247 |
| 2005-11-01 | 304.1106404737 |
| 2005-12-01 | 304.8048449144 |
| 2006-01-01 | 309.0080600733 |
| 2006-02-01 | 312.5198444010 |
| 2006-03-01 | 313.6613877832 |
| 2006-04-01 | 313.6917129184 |
| 2006-05-01 | 317.5548813172 |
| 2006-06-01 | 320.4835729601 |
| 2006-07-01 | 320.2527803262 |
| 2006-08-01 | 322.0648867358 |
| 2006-09-01 | 325.4633886521 |
| 2006-10-01 | 323.4145718324 |
| 2006-11-01 | 323.0172233775 |
| 2006-12-01 | 324.1011371234 |
| 2007-01-01 | 323.5803940815 |
| 2007-02-01 | 324.3126977958 |
| 2007-03-01 | 326.4758426223 |
| 2007-04-01 | 322.9977138898 |
| 2007-05-01 | 324.8134385587 |
| 2007-06-01 | 326.2247207052 |
| 2007-07-01 | 326.3852160741 |
| 2007-08-01 | 326.7389288879 |
| 2007-09-01 | 325.8092665886 |
| 2007-10-01 | 325.3582628280 |
| 2007-11-01 | 324.7809155419 |
| 2007-12-01 | 322.2622780091 |
| 2008-01-01 | 321.8126878433 |
| 2008-02-01 | 321.4305898889 |
| 2008-03-01 | 317.0477748277 |
| 2008-04-01 | 314.2587089343 |
| 2008-05-01 | 313.0329068279 |
| 2008-06-01 | 309.7024432445 |
| 2008-07-01 | 308.2383219264 |
| 2008-08-01 | 308.2897164255 |
| 2008-09-01 | 306.1581260970 |
| 2008-10-01 | 301.5470473523 |
| 2008-11-01 | 297.3327026545 |
| 2008-12-01 | 293.6955599381 |
| 2009-01-01 | 289.4653783329 |
| 2009-02-01 | 284.6533995395 |
| 2009-03-01 | 280.4668531795 |
| 2009-04-01 | 277.3932215508 |
| 2009-05-01 | 274.8782302933 |
| 2009-06-01 | 272.7855147126 |
| 2009-07-01 | 272.1852734638 |
| 2009-08-01 | 268.7144387902 |
| 2009-09-01 | 268.3145986672 |
| 2009-10-01 | 268.6865552449 |
| 2009-11-01 | 269.5073984806 |
| 2009-12-01 | 268.4292905602 |
| 2010-01-01 | 267.9739224268 |
| 2010-02-01 | 267.4592203824 |
| 2010-03-01 | 269.7023167678 |
| 2010-04-01 | 272.0352285298 |
| 2010-05-01 | 271.5771455620 |
| 2010-06-01 | 271.2859895342 |
| 2010-07-01 | 270.4720955648 |
| 2010-08-01 | 270.1577035302 |
| 2010-09-01 | 269.9388893993 |
| 2010-10-01 | 272.6252413269 |
| 2010-11-01 | 271.9519142817 |
| 2010-12-01 | 274.0188361555 |
| 2011-01-01 | 275.0517899505 |
| 2011-02-01 | 276.8105652875 |
| 2011-03-01 | 277.0184126911 |
| 2011-04-01 | 278.4193025869 |
| 2011-05-01 | 275.9981244156 |
| 2011-06-01 | 275.3090296502 |
| 2011-07-01 | 276.6697907682 |
| 2011-08-01 | 277.4596035272 |
| 2011-09-01 | 278.4966151204 |
| 2011-10-01 | 277.8145560598 |
| 2011-11-01 | 277.8316638912 |
| 2011-12-01 | 279.9875435635 |
| 2012-01-01 | 280.6450093237 |
| 2012-02-01 | 281.2384193049 |
| 2012-03-01 | 281.9785220759 |
| 2012-04-01 | 282.5762269944 |
| 2012-05-01 | 283.7586147731 |
| 2012-06-01 | 285.9055560113 |
| 2012-07-01 | 286.4550154198 |
| 2012-08-01 | 288.4799514693 |
| 2012-09-01 | 289.2096206584 |
| 2012-10-01 | 289.1834121316 |
| 2012-11-01 | 291.1441901010 |
| 2012-12-01 | 292.7206521162 |
| 2013-01-01 | 296.9790907353 |
| 2013-02-01 | 296.1081626526 |
| 2013-03-01 | 297.9800446329 |
| 2013-04-01 | 299.0420032331 |
| 2013-05-01 | 300.4027105481 |
| 2013-06-01 | 302.8266093539 |
| 2013-07-01 | 303.0980602118 |
| 2013-08-01 | 303.4872643710 |
| 2013-09-01 | 303.1712059040 |
| 2013-10-01 | 304.2888393307 |
| 2013-11-01 | 308.3303865067 |
| 2013-12-01 | 308.4206656848 |
| 2014-01-01 | 303.2921083443 |
| 2014-02-01 | 303.1301184595 |
| 2014-03-01 | 304.8787105124 |
| 2014-04-01 | 306.2780074312 |
| 2014-05-01 | 307.8191276443 |
| 2014-06-01 | 308.5312529292 |
| 2014-07-01 | 309.1323581374 |
| 2014-08-01 | 310.9591998590 |
| 2014-09-01 | 311.9103360908 |
| 2014-10-01 | 313.8771298981 |
| 2014-11-01 | 316.3728359507 |
| 2014-12-01 | 318.9081637983 |
| 2015-01-01 | 317.6783953099 |
| 2015-02-01 | 317.5198024463 |
| 2015-03-01 | 317.3236431269 |
| 2015-04-01 | 319.4182039081 |
| 2015-05-01 | 320.8059212867 |
| 2015-06-01 | 321.8123422719 |
| 2015-07-01 | 324.3426158941 |
| 2015-08-01 | 324.7691924942 |
| 2015-09-01 | 326.6849832717 |
| 2015-10-01 | 329.0451166226 |
| 2015-11-01 | 331.4087314457 |
| 2015-12-01 | 333.4256701209 |
| 2016-01-01 | 333.5154744272 |
| 2016-02-01 | 334.2922965940 |
| 2016-03-01 | 335.2981811357 |
| 2016-04-01 | 337.3600463615 |
| 2016-05-01 | 337.1431727934 |
| 2016-06-01 | 334.3831098370 |
| 2016-07-01 | 339.9846297332 |
| 2016-08-01 | 340.5807520897 |
| 2016-09-01 | 343.9890966369 |
| 2016-10-01 | 340.4857520912 |
| 2016-11-01 | 338.8455937482 |
| 2016-12-01 | 338.5510977282 |
| 2017-01-01 | 341.1512248341 |
| 2017-02-01 | 341.4291369213 |
| 2017-03-01 | 342.0796030232 |
| 2017-04-01 | 342.4588783451 |
| 2017-05-01 | 343.0157043440 |
| 2017-06-01 | 342.3149183654 |
| 2017-07-01 | 340.6114538449 |
| 2017-08-01 | 342.4963882831 |
| 2017-09-01 | 346.2617145540 |
| 2017-10-01 | 345.5714996642 |
| 2017-11-01 | 346.2052637192 |
| 2017-12-01 | 348.2888081809 |
| 2018-01-01 | 349.5744056281 |
| 2018-02-01 | 351.7925673865 |
| 2018-03-01 | 353.7462023095 |
| 2018-04-01 | 352.1405471308 |
| 2018-05-01 | 352.3592565395 |
| 2018-06-01 | 355.1596706716 |
| 2018-07-01 | 355.9787240962 |
| 2018-08-01 | 357.9912065214 |
| 2018-09-01 | 359.6739207553 |
| 2018-10-01 | 360.4436533559 |
| 2018-11-01 | 361.7819214589 |
| 2018-12-01 | 362.7355662203 |
| 2019-01-01 | 363.2031420344 |
| 2019-02-01 | 364.1037399864 |
| 2019-03-01 | 365.5712469819 |
| 2019-04-01 | 366.7896722893 |
| 2019-05-01 | 366.6374790477 |
| 2019-06-01 | 369.3633789547 |
| 2019-07-01 | 371.2013558121 |
| 2019-08-01 | 371.7144353311 |
| 2019-09-01 | 371.3667108070 |
| 2019-10-01 | 370.8473501623 |
| 2019-11-01 | 373.4250835682 |
| 2019-12-01 | 373.1873373903 |
| 2020-01-01 | 371.7387177500 |
| 2020-02-01 | 369.7069788025 |
| 2020-03-01 | 367.9906571034 |
| 2020-04-01 | 340.5022279915 |
| 2020-05-01 | 348.8637716748 |
| 2020-06-01 | 351.7343024293 |
| 2020-07-01 | 346.3111017659 |
| 2020-08-01 | 350.1046093475 |
| 2020-09-01 | 350.2923381339 |
| 2020-10-01 | 355.1346914092 |
| 2020-11-01 | 357.4900533898 |
| 2020-12-01 | 359.4954429400 |
| 2021-01-01 | 362.6285520964 |
| 2021-02-01 | 365.5951226988 |
| 2021-03-01 | 368.5329975771 |
| 2021-04-01 | 367.5140004669 |
| 2021-05-01 | 369.2961332244 |
| 2021-06-01 | 368.1974563862 |
| 2021-07-01 | 369.0759129690 |
| 2021-08-01 | 370.8203487239 |
| 2021-09-01 | 373.3799287721 |
| 2021-10-01 | 377.2199160686 |
| 2021-11-01 | 376.3754315812 |
| 2021-12-01 | 378.2066658486 |
| 2022-01-01 | 379.2042493949 |
| 2022-02-01 | 381.3749235222 |
| 2022-03-01 | 381.5231012237 |
| 2022-04-01 | 385.8456021958 |
| 2022-05-01 | 385.5771540552 |
| 2022-06-01 | 386.2420629674 |
| 2022-07-01 | 385.9062222037 |
| 2022-08-01 | 386.1508500060 |
| 2022-09-01 | 386.9842327259 |
| 2022-10-01 | 383.5674242072 |
| 2022-11-01 | 383.3007086292 |
| 2022-12-01 | 380.5343435214 |
| 2023-01-01 | 382.0632378497 |
| 2023-02-01 | 383.1034093482 |
| 2023-03-01 | 382.4863993872 |
| 2023-04-01 | 384.9903296451 |
| 2023-05-01 | 385.0854102896 |
| 2023-06-01 | 385.9929620087 |
| 2023-07-01 | 386.9060001014 |
| 2023-08-01 | 387.6836739238 |
| 2023-09-01 | 390.7000005716 |
| 2023-10-01 | 385.2637854350 |
| 2023-11-01 | 388.7898149179 |
| 2023-12-01 | 391.0991397006 |
| 2024-01-01 | 392.3740602089 |
| 2024-02-01 | 392.1603021855 |
| 2024-03-01 | 394.4112281894 |
| 2024-04-01 | 388.4283016232 |
| 2024-05-01 | 387.8902666965 |
| 2024-06-01 | 385.5863377901 |
| 2024-07-01 | 386.1870564894 |
| 2024-08-01 | 387.4780305279 |
| 2024-09-01 | 388.0625556488 |
| 2024-10-01 | 386.4329561303 |
| 2024-11-01 | 385.0611691888 |
| 2024-12-01 | 382.5670015740 |
| 2025-01-01 | 387.3366617117 |
| 2025-02-01 | 383.6039519934 |
| 2025-03-01 | 385.2626309458 |
| 2025-04-01 | 382.4552874690 |
| 2025-05-01 | 382.4170825328 |
| 2025-06-01 | 382.1350751979 |
| 2025-07-01 | 381.7862725436 |
| 2025-08-01 | 382.4155884738 |
| 2025-09-01 | 381.6893372222 |
| 2025-10-01 | 383.5205830364 |
| 2025-11-01 | 385.3690337702 |
| 2025-12-01 | 385.4690852044 |
| 2026-01-01 | 384.3738002400 |
| 2026-02-01 | 386.4142405398 |
| 2026-03-01 | 387.3362003682 |
| 2026-04-01 | 390.9484654098 |
| 2026-05-01 | 389.9089854368 |
| 2026-06-01 | 392.3226861476 |
| 2026-07-01 | 392.1786912520 |
| 2026-08-01 | 390.5323601001 |
| 2026-09-01 | 390.3656990416 |