Table Data - All Employees: Education and Health Services: Ambulatory Health Care Services in Pennsylvania
| Title | All Employees: Education and Health Services: Ambulatory Health Care Services in Pennsylvania |
|---|---|
| Series ID | SMU42000006562100001SA |
| 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 10:22 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 | 141.1025293449 |
| 1990-02-01 | 141.6550740570 |
| 1990-03-01 | 142.6662758507 |
| 1990-04-01 | 142.9063752562 |
| 1990-05-01 | 143.3653497651 |
| 1990-06-01 | 144.4555842042 |
| 1990-07-01 | 145.2939236659 |
| 1990-08-01 | 145.9061597035 |
| 1990-09-01 | 146.5364343658 |
| 1990-10-01 | 146.8670128683 |
| 1990-11-01 | 147.2713143486 |
| 1990-12-01 | 147.8971505216 |
| 1991-01-01 | 148.5394941750 |
| 1991-02-01 | 149.1103154520 |
| 1991-03-01 | 149.7339368029 |
| 1991-04-01 | 149.8870886409 |
| 1991-05-01 | 150.5461916740 |
| 1991-06-01 | 151.3312384709 |
| 1991-07-01 | 151.5888916787 |
| 1991-08-01 | 152.5958447957 |
| 1991-09-01 | 153.1252933524 |
| 1991-10-01 | 153.7353610253 |
| 1991-11-01 | 154.7597139295 |
| 1991-12-01 | 155.4647482989 |
| 1992-01-01 | 156.1698412824 |
| 1992-02-01 | 156.9746264607 |
| 1992-03-01 | 157.6371847865 |
| 1992-04-01 | 158.6403349173 |
| 1992-05-01 | 159.9098377853 |
| 1992-06-01 | 160.3152214077 |
| 1992-07-01 | 161.5933203087 |
| 1992-08-01 | 162.0826443513 |
| 1992-09-01 | 162.2245715335 |
| 1992-10-01 | 164.3975652438 |
| 1992-11-01 | 164.4178092912 |
| 1992-12-01 | 164.7841626360 |
| 1993-01-01 | 166.5232788719 |
| 1993-02-01 | 167.3821998024 |
| 1993-03-01 | 167.8511612879 |
| 1993-04-01 | 169.1006814553 |
| 1993-05-01 | 169.4528518000 |
| 1993-06-01 | 169.3981243422 |
| 1993-07-01 | 171.4071858859 |
| 1993-08-01 | 171.8980712575 |
| 1993-09-01 | 172.0445754080 |
| 1993-10-01 | 173.8561621254 |
| 1993-11-01 | 174.6884495635 |
| 1993-12-01 | 175.0705578031 |
| 1994-01-01 | 173.1487217762 |
| 1994-02-01 | 174.0453004677 |
| 1994-03-01 | 174.8068785400 |
| 1994-04-01 | 175.7562196936 |
| 1994-05-01 | 176.7274365749 |
| 1994-06-01 | 177.5784606245 |
| 1994-07-01 | 177.9641430625 |
| 1994-08-01 | 178.8178886403 |
| 1994-09-01 | 179.9987172995 |
| 1994-10-01 | 180.4395957969 |
| 1994-11-01 | 180.8326478303 |
| 1994-12-01 | 181.6575816994 |
| 1995-01-01 | 180.8123972881 |
| 1995-02-01 | 182.4117232760 |
| 1995-03-01 | 183.5974550357 |
| 1995-04-01 | 184.4590120367 |
| 1995-05-01 | 184.5903684023 |
| 1995-06-01 | 185.5255919935 |
| 1995-07-01 | 186.4170077347 |
| 1995-08-01 | 187.0507047790 |
| 1995-09-01 | 187.4777058522 |
| 1995-10-01 | 187.6488633565 |
| 1995-11-01 | 188.3081420324 |
| 1995-12-01 | 188.7496483819 |
| 1996-01-01 | 185.9558052779 |
| 1996-02-01 | 188.4134190940 |
| 1996-03-01 | 188.7839515957 |
| 1996-04-01 | 189.0664960542 |
| 1996-05-01 | 189.8940476951 |
| 1996-06-01 | 190.4011844112 |
| 1996-07-01 | 190.8971730621 |
| 1996-08-01 | 191.3694761646 |
| 1996-09-01 | 192.0802782079 |
| 1996-10-01 | 193.4034337895 |
| 1996-11-01 | 194.1598945451 |
| 1996-12-01 | 194.5658494689 |
| 1997-01-01 | 196.5330312179 |
| 1997-02-01 | 197.5105964518 |
| 1997-03-01 | 197.9494396479 |
| 1997-04-01 | 198.2897590535 |
| 1997-05-01 | 198.6676288599 |
| 1997-06-01 | 199.1787971341 |
| 1997-07-01 | 201.8675751753 |
| 1997-08-01 | 202.5941708713 |
| 1997-09-01 | 202.8922018617 |
| 1997-10-01 | 201.8455251301 |
| 1997-11-01 | 202.9054694987 |
| 1997-12-01 | 202.8064985682 |
| 1998-01-01 | 202.4516910631 |
| 1998-02-01 | 202.7367414976 |
| 1998-03-01 | 202.1977758430 |
| 1998-04-01 | 203.9849994199 |
| 1998-05-01 | 203.9098075332 |
| 1998-06-01 | 203.6901938066 |
| 1998-07-01 | 203.4880781347 |
| 1998-08-01 | 202.9347187390 |
| 1998-09-01 | 202.6462784022 |
| 1998-10-01 | 205.1953730876 |
| 1998-11-01 | 205.3259415245 |
| 1998-12-01 | 205.5751202746 |
| 1999-01-01 | 203.0333203244 |
| 1999-02-01 | 206.1787603514 |
| 1999-03-01 | 204.3959473380 |
| 1999-04-01 | 204.5117908417 |
| 1999-05-01 | 204.6445194021 |
| 1999-06-01 | 205.0672250343 |
| 1999-07-01 | 206.1226395614 |
| 1999-08-01 | 207.2814499828 |
| 1999-09-01 | 207.1410091942 |
| 1999-10-01 | 204.9266167340 |
| 1999-11-01 | 205.3548171663 |
| 1999-12-01 | 205.8291160648 |
| 2000-01-01 | 206.6086682898 |
| 2000-02-01 | 207.2590033612 |
| 2000-03-01 | 207.9680978797 |
| 2000-04-01 | 208.1568693935 |
| 2000-05-01 | 208.2119824256 |
| 2000-06-01 | 208.3328792871 |
| 2000-07-01 | 208.4204231122 |
| 2000-08-01 | 209.0014844253 |
| 2000-09-01 | 210.2832621691 |
| 2000-10-01 | 211.6324966738 |
| 2000-11-01 | 211.8792064888 |
| 2000-12-01 | 212.1099653330 |
| 2001-01-01 | 212.1920674848 |
| 2001-02-01 | 213.5448142153 |
| 2001-03-01 | 214.2192952982 |
| 2001-04-01 | 215.1622574250 |
| 2001-05-01 | 215.6520603917 |
| 2001-06-01 | 216.7471686457 |
| 2001-07-01 | 217.3624662268 |
| 2001-08-01 | 218.1037206492 |
| 2001-09-01 | 218.5256139320 |
| 2001-10-01 | 218.6780303173 |
| 2001-11-01 | 219.5126116774 |
| 2001-12-01 | 220.3767623254 |
| 2002-01-01 | 221.0062904341 |
| 2002-02-01 | 221.3500066185 |
| 2002-03-01 | 221.7418040401 |
| 2002-04-01 | 222.1935611902 |
| 2002-05-01 | 223.2102421657 |
| 2002-06-01 | 223.9665585461 |
| 2002-07-01 | 224.4215023571 |
| 2002-08-01 | 225.1688309149 |
| 2002-09-01 | 225.9494370691 |
| 2002-10-01 | 226.3241054137 |
| 2002-11-01 | 226.9725348371 |
| 2002-12-01 | 227.5626722633 |
| 2003-01-01 | 228.1431257791 |
| 2003-02-01 | 228.6561682651 |
| 2003-03-01 | 229.3940139865 |
| 2003-04-01 | 230.0415713793 |
| 2003-05-01 | 230.5308009770 |
| 2003-06-01 | 230.7953828244 |
| 2003-07-01 | 230.8090718944 |
| 2003-08-01 | 231.1335468925 |
| 2003-09-01 | 231.5953610247 |
| 2003-10-01 | 232.2630428477 |
| 2003-11-01 | 232.5544380544 |
| 2003-12-01 | 233.3075921710 |
| 2004-01-01 | 233.6934790872 |
| 2004-02-01 | 234.0341277545 |
| 2004-03-01 | 234.8186895826 |
| 2004-04-01 | 235.3430875697 |
| 2004-05-01 | 236.1473088010 |
| 2004-06-01 | 236.3654606010 |
| 2004-07-01 | 238.7475393607 |
| 2004-08-01 | 238.2715816005 |
| 2004-09-01 | 238.7846586284 |
| 2004-10-01 | 239.9069851219 |
| 2004-11-01 | 240.2426985320 |
| 2004-12-01 | 240.9056453711 |
| 2005-01-01 | 240.5533159545 |
| 2005-02-01 | 241.9803419023 |
| 2005-03-01 | 241.7199683756 |
| 2005-04-01 | 243.2970158855 |
| 2005-05-01 | 243.2522226315 |
| 2005-06-01 | 243.2834173816 |
| 2005-07-01 | 245.2024068285 |
| 2005-08-01 | 245.8072969351 |
| 2005-09-01 | 246.8172207866 |
| 2005-10-01 | 246.7445471561 |
| 2005-11-01 | 247.7074663420 |
| 2005-12-01 | 248.2620807131 |
| 2006-01-01 | 249.0063794983 |
| 2006-02-01 | 249.8678305973 |
| 2006-03-01 | 250.6242373274 |
| 2006-04-01 | 251.2996199699 |
| 2006-05-01 | 252.0643272883 |
| 2006-06-01 | 252.7315037945 |
| 2006-07-01 | 253.3750677085 |
| 2006-08-01 | 254.0496042788 |
| 2006-09-01 | 255.3877156795 |
| 2006-10-01 | 255.4912509631 |
| 2006-11-01 | 256.0350733058 |
| 2006-12-01 | 256.8227183542 |
| 2007-01-01 | 257.3356523319 |
| 2007-02-01 | 257.6194757491 |
| 2007-03-01 | 258.7083989682 |
| 2007-04-01 | 259.2007394942 |
| 2007-05-01 | 260.0372725566 |
| 2007-06-01 | 260.7184117110 |
| 2007-07-01 | 260.8229928433 |
| 2007-08-01 | 261.3248656866 |
| 2007-09-01 | 261.4846137925 |
| 2007-10-01 | 262.1099317402 |
| 2007-11-01 | 262.6431586161 |
| 2007-12-01 | 263.1642105741 |
| 2008-01-01 | 263.8405876691 |
| 2008-02-01 | 264.8841837381 |
| 2008-03-01 | 264.9543818083 |
| 2008-04-01 | 265.8793365847 |
| 2008-05-01 | 266.0926415087 |
| 2008-06-01 | 266.6238617287 |
| 2008-07-01 | 267.6436843515 |
| 2008-08-01 | 268.2517189615 |
| 2008-09-01 | 268.5689587000 |
| 2008-10-01 | 268.9232959344 |
| 2008-11-01 | 269.4366628582 |
| 2008-12-01 | 269.8678037540 |
| 2009-01-01 | 270.9617710574 |
| 2009-02-01 | 271.4476857883 |
| 2009-03-01 | 271.5482464489 |
| 2009-04-01 | 271.5633611991 |
| 2009-05-01 | 272.5351449319 |
| 2009-06-01 | 273.1198021588 |
| 2009-07-01 | 274.1244125705 |
| 2009-08-01 | 274.0264789158 |
| 2009-09-01 | 274.1070851212 |
| 2009-10-01 | 275.2438227108 |
| 2009-11-01 | 275.6642622207 |
| 2009-12-01 | 275.8366244817 |
| 2010-01-01 | 276.7946384453 |
| 2010-02-01 | 275.3047407712 |
| 2010-03-01 | 276.7931055797 |
| 2010-04-01 | 277.1313376785 |
| 2010-05-01 | 278.3826521361 |
| 2010-06-01 | 277.8807589620 |
| 2010-07-01 | 279.2501771142 |
| 2010-08-01 | 280.1474475974 |
| 2010-09-01 | 280.4578863543 |
| 2010-10-01 | 281.8251611734 |
| 2010-11-01 | 282.4110775958 |
| 2010-12-01 | 282.9062477842 |
| 2011-01-01 | 283.0530485398 |
| 2011-02-01 | 283.3081044912 |
| 2011-03-01 | 283.5875529577 |
| 2011-04-01 | 284.3178976723 |
| 2011-05-01 | 284.2722943800 |
| 2011-06-01 | 284.5599347811 |
| 2011-07-01 | 285.5175214296 |
| 2011-08-01 | 286.1262598051 |
| 2011-09-01 | 287.1734759744 |
| 2011-10-01 | 287.2490957917 |
| 2011-11-01 | 287.9900598434 |
| 2011-12-01 | 288.5654452370 |
| 2012-01-01 | 289.3250282579 |
| 2012-02-01 | 289.9322772623 |
| 2012-03-01 | 290.6887059017 |
| 2012-04-01 | 290.6608590034 |
| 2012-05-01 | 291.1237097145 |
| 2012-06-01 | 291.5807692124 |
| 2012-07-01 | 291.5947283403 |
| 2012-08-01 | 291.6502702885 |
| 2012-09-01 | 291.6801805514 |
| 2012-10-01 | 291.7043823436 |
| 2012-11-01 | 291.6027865112 |
| 2012-12-01 | 292.2727386820 |
| 2013-01-01 | 292.1430476641 |
| 2013-02-01 | 292.9148536730 |
| 2013-03-01 | 293.2791363945 |
| 2013-04-01 | 293.7826036665 |
| 2013-05-01 | 293.9733001592 |
| 2013-06-01 | 294.6997042850 |
| 2013-07-01 | 295.3519629979 |
| 2013-08-01 | 296.6014359742 |
| 2013-09-01 | 297.4199975653 |
| 2013-10-01 | 297.4532103740 |
| 2013-11-01 | 298.7120859835 |
| 2013-12-01 | 299.3688906511 |
| 2014-01-01 | 300.5450003297 |
| 2014-02-01 | 300.1570273720 |
| 2014-03-01 | 302.2444964333 |
| 2014-04-01 | 302.4035971244 |
| 2014-05-01 | 303.3559743160 |
| 2014-06-01 | 303.8663737449 |
| 2014-07-01 | 303.9768426188 |
| 2014-08-01 | 303.9202054884 |
| 2014-09-01 | 304.6851453003 |
| 2014-10-01 | 305.1647944223 |
| 2014-11-01 | 306.0251180193 |
| 2014-12-01 | 306.1028270380 |
| 2015-01-01 | 305.6532570090 |
| 2015-02-01 | 306.0537790351 |
| 2015-03-01 | 306.5870386124 |
| 2015-04-01 | 307.7610245996 |
| 2015-05-01 | 309.0009329193 |
| 2015-06-01 | 309.5899523851 |
| 2015-07-01 | 309.9971787228 |
| 2015-08-01 | 310.6115771001 |
| 2015-09-01 | 310.9763827979 |
| 2015-10-01 | 312.7405204517 |
| 2015-11-01 | 313.4310847304 |
| 2015-12-01 | 314.4869604310 |
| 2016-01-01 | 315.6775327892 |
| 2016-02-01 | 316.3241617544 |
| 2016-03-01 | 317.3651519568 |
| 2016-04-01 | 318.3231663670 |
| 2016-05-01 | 318.6142054423 |
| 2016-06-01 | 318.2828058476 |
| 2016-07-01 | 319.8281828411 |
| 2016-08-01 | 320.2399063834 |
| 2016-09-01 | 321.1523664443 |
| 2016-10-01 | 321.5863370068 |
| 2016-11-01 | 322.3423970776 |
| 2016-12-01 | 321.8994345687 |
| 2017-01-01 | 324.2673701909 |
| 2017-02-01 | 324.1834180706 |
| 2017-03-01 | 324.2710779356 |
| 2017-04-01 | 324.7900828492 |
| 2017-05-01 | 325.8056101600 |
| 2017-06-01 | 326.6971557931 |
| 2017-07-01 | 328.3568520286 |
| 2017-08-01 | 329.6631377619 |
| 2017-09-01 | 330.5125375851 |
| 2017-10-01 | 331.5221855745 |
| 2017-11-01 | 332.3136626096 |
| 2017-12-01 | 333.3903942971 |
| 2018-01-01 | 334.9160819623 |
| 2018-02-01 | 336.8611981742 |
| 2018-03-01 | 336.8566535099 |
| 2018-04-01 | 337.7559925733 |
| 2018-05-01 | 338.5202357490 |
| 2018-06-01 | 339.5333749947 |
| 2018-07-01 | 339.8837966460 |
| 2018-08-01 | 340.5631336843 |
| 2018-09-01 | 341.1690932856 |
| 2018-10-01 | 341.5303314411 |
| 2018-11-01 | 341.8487401387 |
| 2018-12-01 | 343.0121547983 |
| 2019-01-01 | 343.1894504890 |
| 2019-02-01 | 343.7927771242 |
| 2019-03-01 | 343.9982964393 |
| 2019-04-01 | 344.4354833428 |
| 2019-05-01 | 344.8167607635 |
| 2019-06-01 | 345.2567259977 |
| 2019-07-01 | 345.3579474982 |
| 2019-08-01 | 346.4866743750 |
| 2019-09-01 | 346.8080693468 |
| 2019-10-01 | 347.4786446747 |
| 2019-11-01 | 348.0567040233 |
| 2019-12-01 | 348.4223658496 |
| 2020-01-01 | 349.1199170795 |
| 2020-02-01 | 349.6555885833 |
| 2020-03-01 | 347.0507754125 |
| 2020-04-01 | 288.0937364175 |
| 2020-05-01 | 306.7170429429 |
| 2020-06-01 | 322.9665790445 |
| 2020-07-01 | 328.5717278081 |
| 2020-08-01 | 332.4470685974 |
| 2020-09-01 | 333.9690190752 |
| 2020-10-01 | 335.9768144096 |
| 2020-11-01 | 336.6513744910 |
| 2020-12-01 | 336.7615076799 |
| 2021-01-01 | 338.5001207963 |
| 2021-02-01 | 339.5213394333 |
| 2021-03-01 | 340.7265407602 |
| 2021-04-01 | 341.6455930026 |
| 2021-05-01 | 341.6869617376 |
| 2021-06-01 | 342.1214913576 |
| 2021-07-01 | 342.5915478066 |
| 2021-08-01 | 342.8798104606 |
| 2021-09-01 | 342.6376370042 |
| 2021-10-01 | 344.5594890560 |
| 2021-11-01 | 344.8946966825 |
| 2021-12-01 | 345.3071472344 |
| 2022-01-01 | 343.6145105022 |
| 2022-02-01 | 345.9010549075 |
| 2022-03-01 | 346.7586447958 |
| 2022-04-01 | 347.5831289850 |
| 2022-05-01 | 349.0679777433 |
| 2022-06-01 | 349.7812065880 |
| 2022-07-01 | 352.2131380911 |
| 2022-08-01 | 353.0590596540 |
| 2022-09-01 | 354.3387660544 |
| 2022-10-01 | 354.7442720172 |
| 2022-11-01 | 355.9775028896 |
| 2022-12-01 | 357.0905378027 |
| 2023-01-01 | 358.7244766730 |
| 2023-02-01 | 360.2179571357 |
| 2023-03-01 | 361.2348177487 |
| 2023-04-01 | 361.8340034005 |
| 2023-05-01 | 362.7406614211 |
| 2023-06-01 | 364.9064373827 |
| 2023-07-01 | 364.6678532316 |
| 2023-08-01 | 365.6945004210 |
| 2023-09-01 | 366.9526168742 |
| 2023-10-01 | 367.6591966949 |
| 2023-11-01 | 368.4842675496 |
| 2023-12-01 | 369.8541786154 |
| 2024-01-01 | 370.4891044422 |
| 2024-02-01 | 371.6135594636 |
| 2024-03-01 | 372.8255334874 |
| 2024-04-01 | 374.0561703541 |
| 2024-05-01 | 375.4415056263 |
| 2024-06-01 | 376.7071736322 |
| 2024-07-01 | 377.6905102516 |
| 2024-08-01 | 378.3880083327 |
| 2024-09-01 | 379.2787079081 |
| 2024-10-01 | 381.0647918594 |
| 2024-11-01 | 382.1837677232 |
| 2024-12-01 | 383.1957943115 |
| 2025-01-01 | 384.1576059200 |
| 2025-02-01 | 384.9505055360 |
| 2025-03-01 | 385.2288986770 |
| 2025-04-01 | 385.9528871898 |
| 2025-05-01 | 386.8636825834 |
| 2025-06-01 | 386.6803922904 |
| 2025-07-01 | 387.5042247469 |
| 2025-08-01 | 388.0788671110 |
| 2025-09-01 | 388.2298104018 |
| 2025-10-01 | 388.4683313493 |
| 2025-11-01 | 388.7642201188 |
| 2025-12-01 | 389.2166992666 |
| 2026-01-01 | 394.1221131559 |
| 2026-02-01 | 392.9748815643 |
| 2026-03-01 | 394.7328630869 |
| 2026-04-01 | 395.1235642502 |
| 2026-05-01 | 393.9947538085 |
| 2026-06-01 | 395.9723786416 |
| 2026-07-01 | 395.3036555495 |
| 2026-08-01 | 397.3772382744 |
| 2026-09-01 | 398.0692558401 |