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 2026-08-01 |
| Last Updated | 2026-09-18 11:30 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 | 141.1025491839 |
| 1990-02-01 | 141.6551047011 |
| 1990-03-01 | 142.6663366988 |
| 1990-04-01 | 142.9063984540 |
| 1990-05-01 | 143.3653808712 |
| 1990-06-01 | 144.4556026820 |
| 1990-07-01 | 145.2939469807 |
| 1990-08-01 | 145.9061494251 |
| 1990-09-01 | 146.5364235094 |
| 1990-10-01 | 146.8669698421 |
| 1990-11-01 | 147.2712511974 |
| 1990-12-01 | 147.8970280741 |
| 1991-01-01 | 148.5395484138 |
| 1991-02-01 | 149.1103653048 |
| 1991-03-01 | 149.7340038743 |
| 1991-04-01 | 149.8871142581 |
| 1991-05-01 | 150.5462231911 |
| 1991-06-01 | 151.3312561851 |
| 1991-07-01 | 151.5889128255 |
| 1991-08-01 | 152.5958226836 |
| 1991-09-01 | 153.1252792005 |
| 1991-10-01 | 153.7353008058 |
| 1991-11-01 | 154.7596236783 |
| 1991-12-01 | 155.4645867841 |
| 1992-01-01 | 156.1699579812 |
| 1992-02-01 | 156.9747257249 |
| 1992-03-01 | 157.6372492153 |
| 1992-04-01 | 158.6403684291 |
| 1992-05-01 | 159.9098752940 |
| 1992-06-01 | 160.3152371221 |
| 1992-07-01 | 161.5933353516 |
| 1992-08-01 | 162.0826036874 |
| 1992-09-01 | 162.2245466421 |
| 1992-10-01 | 164.3974778599 |
| 1992-11-01 | 164.4176862912 |
| 1992-12-01 | 164.7839469966 |
| 1993-01-01 | 166.5234690882 |
| 1993-02-01 | 167.3823610570 |
| 1993-03-01 | 167.8512303617 |
| 1993-04-01 | 169.1007303190 |
| 1993-05-01 | 169.4529015332 |
| 1993-06-01 | 169.3981393762 |
| 1993-07-01 | 171.4071884901 |
| 1993-08-01 | 171.8980114028 |
| 1993-09-01 | 172.0445401372 |
| 1993-10-01 | 173.8560339784 |
| 1993-11-01 | 174.6883036086 |
| 1993-12-01 | 175.0702993709 |
| 1994-01-01 | 173.1489472047 |
| 1994-02-01 | 174.0455088488 |
| 1994-03-01 | 174.8069494709 |
| 1994-04-01 | 175.7562877441 |
| 1994-05-01 | 176.7275179078 |
| 1994-06-01 | 177.5785219231 |
| 1994-07-01 | 177.9641041951 |
| 1994-08-01 | 178.8178094481 |
| 1994-09-01 | 179.9986725905 |
| 1994-10-01 | 180.4394264070 |
| 1994-11-01 | 180.8324897841 |
| 1994-12-01 | 181.6572979731 |
| 1995-01-01 | 180.8126213904 |
| 1995-02-01 | 182.4119417024 |
| 1995-03-01 | 183.5975408229 |
| 1995-04-01 | 184.4591025865 |
| 1995-05-01 | 184.5904870820 |
| 1995-06-01 | 185.5257133231 |
| 1995-07-01 | 186.4169268592 |
| 1995-08-01 | 187.0506270656 |
| 1995-09-01 | 187.4776897281 |
| 1995-10-01 | 187.6486262633 |
| 1995-11-01 | 188.3079815544 |
| 1995-12-01 | 188.7493969100 |
| 1996-01-01 | 185.9559214735 |
| 1996-02-01 | 188.4136121526 |
| 1996-03-01 | 188.7840581039 |
| 1996-04-01 | 189.0666121692 |
| 1996-05-01 | 189.8942060302 |
| 1996-06-01 | 190.4013783913 |
| 1996-07-01 | 190.8970637387 |
| 1996-08-01 | 191.3694084358 |
| 1996-09-01 | 192.0802886390 |
| 1996-10-01 | 193.4031548679 |
| 1996-11-01 | 194.1597424997 |
| 1996-12-01 | 194.5656553607 |
| 1997-01-01 | 196.5329994814 |
| 1997-02-01 | 197.5107300763 |
| 1997-03-01 | 197.9495780439 |
| 1997-04-01 | 198.2899036483 |
| 1997-05-01 | 198.6678128997 |
| 1997-06-01 | 199.1790351599 |
| 1997-07-01 | 201.8674773560 |
| 1997-08-01 | 202.5941152469 |
| 1997-09-01 | 202.8922570909 |
| 1997-10-01 | 201.8452077451 |
| 1997-11-01 | 202.9053319527 |
| 1997-12-01 | 202.8063713943 |
| 1998-01-01 | 202.4514981912 |
| 1998-02-01 | 202.7368097438 |
| 1998-03-01 | 202.1979366606 |
| 1998-04-01 | 203.9851608793 |
| 1998-05-01 | 203.9100042101 |
| 1998-06-01 | 203.6904614828 |
| 1998-07-01 | 203.4879991764 |
| 1998-08-01 | 202.9346641934 |
| 1998-09-01 | 202.6463514216 |
| 1998-10-01 | 205.1950640663 |
| 1998-11-01 | 205.3258253048 |
| 1998-12-01 | 205.5750324185 |
| 1999-01-01 | 203.0330770059 |
| 1999-02-01 | 206.1787796794 |
| 1999-03-01 | 204.3961064777 |
| 1999-04-01 | 204.5119435354 |
| 1999-05-01 | 204.6446919595 |
| 1999-06-01 | 205.0674514536 |
| 1999-07-01 | 206.1226049116 |
| 1999-08-01 | 207.2814024471 |
| 1999-09-01 | 207.1411065604 |
| 1999-10-01 | 204.9263289470 |
| 1999-11-01 | 205.3547239578 |
| 1999-12-01 | 205.8290672437 |
| 2000-01-01 | 206.6084184609 |
| 2000-02-01 | 207.2590118235 |
| 2000-03-01 | 207.9682378596 |
| 2000-04-01 | 208.1570007074 |
| 2000-05-01 | 208.2121189906 |
| 2000-06-01 | 208.3330407758 |
| 2000-07-01 | 208.4204219707 |
| 2000-08-01 | 209.0014377613 |
| 2000-09-01 | 210.2833353931 |
| 2000-10-01 | 211.6322687423 |
| 2000-11-01 | 211.8791447473 |
| 2000-12-01 | 212.1099353674 |
| 2001-01-01 | 212.1918871527 |
| 2001-02-01 | 213.5448217913 |
| 2001-03-01 | 214.2193956330 |
| 2001-04-01 | 215.1623542975 |
| 2001-05-01 | 215.6521514964 |
| 2001-06-01 | 216.7472543834 |
| 2001-07-01 | 217.3624914769 |
| 2001-08-01 | 218.1036768783 |
| 2001-09-01 | 218.5256630222 |
| 2001-10-01 | 218.6778651419 |
| 2001-11-01 | 219.5125840747 |
| 2001-12-01 | 220.3767485564 |
| 2002-01-01 | 221.0061846125 |
| 2002-02-01 | 221.3500172426 |
| 2002-03-01 | 221.7418628918 |
| 2002-04-01 | 222.1936217679 |
| 2002-05-01 | 223.2102992375 |
| 2002-06-01 | 223.9666080975 |
| 2002-07-01 | 224.4215120395 |
| 2002-08-01 | 225.1687925591 |
| 2002-09-01 | 225.9494519482 |
| 2002-10-01 | 226.3240006046 |
| 2002-11-01 | 226.9725340926 |
| 2002-12-01 | 227.5626664869 |
| 2003-01-01 | 228.1431031649 |
| 2003-02-01 | 228.6561774571 |
| 2003-03-01 | 229.3940346580 |
| 2003-04-01 | 230.0415988928 |
| 2003-05-01 | 230.5308283188 |
| 2003-06-01 | 230.7954045611 |
| 2003-07-01 | 230.8090717398 |
| 2003-08-01 | 231.1335276714 |
| 2003-09-01 | 231.5953694752 |
| 2003-10-01 | 232.2629736603 |
| 2003-11-01 | 232.5544444936 |
| 2003-12-01 | 233.3075985232 |
| 2004-01-01 | 233.6934754364 |
| 2004-02-01 | 234.0341363151 |
| 2004-03-01 | 234.8187006011 |
| 2004-04-01 | 235.3430989542 |
| 2004-05-01 | 236.1473170365 |
| 2004-06-01 | 236.3654662963 |
| 2004-07-01 | 238.7475388318 |
| 2004-08-01 | 238.2715770581 |
| 2004-09-01 | 238.7846566295 |
| 2004-10-01 | 239.9069508396 |
| 2004-11-01 | 240.2427014850 |
| 2004-12-01 | 240.9056501379 |
| 2005-01-01 | 240.5533213135 |
| 2005-02-01 | 241.9803469247 |
| 2005-03-01 | 241.7199729241 |
| 2005-04-01 | 243.2970189840 |
| 2005-05-01 | 243.2522231441 |
| 2005-06-01 | 243.2834201249 |
| 2005-07-01 | 245.2024071312 |
| 2005-08-01 | 245.8072944574 |
| 2005-09-01 | 246.8172194111 |
| 2005-10-01 | 246.7445378074 |
| 2005-11-01 | 247.7074646467 |
| 2005-12-01 | 248.2620812173 |
| 2006-01-01 | 249.0063818654 |
| 2006-02-01 | 249.8678329548 |
| 2006-03-01 | 250.6242390064 |
| 2006-04-01 | 251.2996210635 |
| 2006-05-01 | 252.0643271420 |
| 2006-06-01 | 252.7315055534 |
| 2006-07-01 | 253.3750681459 |
| 2006-08-01 | 254.0496035251 |
| 2006-09-01 | 255.3877169161 |
| 2006-10-01 | 255.4912457740 |
| 2006-11-01 | 256.0350726376 |
| 2006-12-01 | 256.8227183078 |
| 2007-01-01 | 257.3356530013 |
| 2007-02-01 | 257.6194762780 |
| 2007-03-01 | 258.7083995570 |
| 2007-04-01 | 259.2007398935 |
| 2007-05-01 | 260.0372725564 |
| 2007-06-01 | 260.7184127039 |
| 2007-07-01 | 260.8229931220 |
| 2007-08-01 | 261.3248652559 |
| 2007-09-01 | 261.4846153751 |
| 2007-10-01 | 262.1099292135 |
| 2007-11-01 | 262.6431583405 |
| 2007-12-01 | 263.1642104262 |
| 2008-01-01 | 263.8405877524 |
| 2008-02-01 | 264.8841835849 |
| 2008-03-01 | 264.9543818990 |
| 2008-04-01 | 265.8793366379 |
| 2008-05-01 | 266.0926417663 |
| 2008-06-01 | 266.6238624530 |
| 2008-07-01 | 267.6436844482 |
| 2008-08-01 | 268.2517185958 |
| 2008-09-01 | 268.5689594793 |
| 2008-10-01 | 268.9232954649 |
| 2008-11-01 | 269.4366625398 |
| 2008-12-01 | 269.8678036049 |
| 2009-01-01 | 270.9617710931 |
| 2009-02-01 | 271.4476855570 |
| 2009-03-01 | 271.5482462887 |
| 2009-04-01 | 271.5633608673 |
| 2009-05-01 | 272.5351451682 |
| 2009-06-01 | 273.1198027865 |
| 2009-07-01 | 274.1244122982 |
| 2009-08-01 | 274.0264785798 |
| 2009-09-01 | 274.1070856742 |
| 2009-10-01 | 275.2438229752 |
| 2009-11-01 | 275.6642623722 |
| 2009-12-01 | 275.8366242319 |
| 2010-01-01 | 276.7946390227 |
| 2010-02-01 | 275.3047400016 |
| 2010-03-01 | 276.7931052852 |
| 2010-04-01 | 277.1313373308 |
| 2010-05-01 | 278.3826525254 |
| 2010-06-01 | 277.8807602544 |
| 2010-07-01 | 279.2501763231 |
| 2010-08-01 | 280.1474458207 |
| 2010-09-01 | 280.4578845216 |
| 2010-10-01 | 281.8251658806 |
| 2010-11-01 | 282.4110765811 |
| 2010-12-01 | 282.9062468255 |
| 2011-01-01 | 283.0530499006 |
| 2011-02-01 | 283.3081044273 |
| 2011-03-01 | 283.5875510146 |
| 2011-04-01 | 284.3178987336 |
| 2011-05-01 | 284.2722969314 |
| 2011-06-01 | 284.5599376321 |
| 2011-07-01 | 285.5175199225 |
| 2011-08-01 | 286.1262532199 |
| 2011-09-01 | 287.1734697980 |
| 2011-10-01 | 287.2491036723 |
| 2011-11-01 | 287.9900582734 |
| 2011-12-01 | 288.5654456278 |
| 2012-01-01 | 289.3250307129 |
| 2012-02-01 | 289.9322780902 |
| 2012-03-01 | 290.6887027376 |
| 2012-04-01 | 290.6608632770 |
| 2012-05-01 | 291.1237150453 |
| 2012-06-01 | 291.5807749280 |
| 2012-07-01 | 291.5947300372 |
| 2012-08-01 | 291.6502650530 |
| 2012-09-01 | 291.6801385642 |
| 2012-10-01 | 291.7044003816 |
| 2012-11-01 | 291.6027895355 |
| 2012-12-01 | 292.2727439416 |
| 2013-01-01 | 292.1430532455 |
| 2013-02-01 | 292.9148593830 |
| 2013-03-01 | 293.2791330041 |
| 2013-04-01 | 293.7826095764 |
| 2013-05-01 | 293.9733068381 |
| 2013-06-01 | 294.6997186252 |
| 2013-07-01 | 295.3519635119 |
| 2013-08-01 | 296.6014299146 |
| 2013-09-01 | 297.4199154357 |
| 2013-10-01 | 297.4532249916 |
| 2013-11-01 | 298.7120823059 |
| 2013-12-01 | 299.3689405057 |
| 2014-01-01 | 300.5450000963 |
| 2014-02-01 | 300.1570385980 |
| 2014-03-01 | 302.2445003123 |
| 2014-04-01 | 302.4036069549 |
| 2014-05-01 | 303.3559771209 |
| 2014-06-01 | 303.8663895743 |
| 2014-07-01 | 303.9768350891 |
| 2014-08-01 | 303.9201924187 |
| 2014-09-01 | 304.6850164736 |
| 2014-10-01 | 305.1648123498 |
| 2014-11-01 | 306.0251224638 |
| 2014-12-01 | 306.1029369338 |
| 2015-01-01 | 305.6532529295 |
| 2015-02-01 | 306.0538423552 |
| 2015-03-01 | 306.5870147561 |
| 2015-04-01 | 307.7609795865 |
| 2015-05-01 | 309.0008795268 |
| 2015-06-01 | 309.5899470237 |
| 2015-07-01 | 309.9971810966 |
| 2015-08-01 | 310.6116096247 |
| 2015-09-01 | 310.9763050373 |
| 2015-10-01 | 312.7405684889 |
| 2015-11-01 | 313.4311034520 |
| 2015-12-01 | 314.4871262883 |
| 2016-01-01 | 315.6775191466 |
| 2016-02-01 | 316.3242549363 |
| 2016-03-01 | 317.3650454825 |
| 2016-04-01 | 318.3229615881 |
| 2016-05-01 | 318.6140074870 |
| 2016-06-01 | 318.2827698466 |
| 2016-07-01 | 319.8281358125 |
| 2016-08-01 | 320.2401627900 |
| 2016-09-01 | 321.1524752399 |
| 2016-10-01 | 321.5864498268 |
| 2016-11-01 | 322.3423964421 |
| 2016-12-01 | 321.8996137585 |
| 2017-01-01 | 324.2674877767 |
| 2017-02-01 | 324.1837603581 |
| 2017-03-01 | 324.2709934561 |
| 2017-04-01 | 324.7897003598 |
| 2017-05-01 | 325.8048461836 |
| 2017-06-01 | 326.6963490160 |
| 2017-07-01 | 328.3558625363 |
| 2017-08-01 | 329.6654651263 |
| 2017-09-01 | 330.5121012069 |
| 2017-10-01 | 331.5230219184 |
| 2017-11-01 | 332.3134638905 |
| 2017-12-01 | 333.3906243187 |
| 2018-01-01 | 334.9165250602 |
| 2018-02-01 | 336.8623210944 |
| 2018-03-01 | 336.8571293573 |
| 2018-04-01 | 337.7553611372 |
| 2018-05-01 | 338.5181796731 |
| 2018-06-01 | 339.5306831668 |
| 2018-07-01 | 339.8808604093 |
| 2018-08-01 | 340.5671677414 |
| 2018-09-01 | 341.1692636441 |
| 2018-10-01 | 341.5325003851 |
| 2018-11-01 | 341.8481872918 |
| 2018-12-01 | 343.0127230538 |
| 2019-01-01 | 343.1905931113 |
| 2019-02-01 | 343.7951564615 |
| 2019-03-01 | 343.9999076929 |
| 2019-04-01 | 344.4362657335 |
| 2019-05-01 | 344.8164395621 |
| 2019-06-01 | 345.2418482304 |
| 2019-07-01 | 345.3535969831 |
| 2019-08-01 | 346.4943378489 |
| 2019-09-01 | 346.8094857739 |
| 2019-10-01 | 347.4823753747 |
| 2019-11-01 | 348.0563921111 |
| 2019-12-01 | 348.4238565041 |
| 2020-01-01 | 349.1221169996 |
| 2020-02-01 | 349.6596870253 |
| 2020-03-01 | 347.0543491138 |
| 2020-04-01 | 288.0962872073 |
| 2020-05-01 | 306.7192248717 |
| 2020-06-01 | 322.9359796003 |
| 2020-07-01 | 328.5673189353 |
| 2020-08-01 | 332.4561970806 |
| 2020-09-01 | 333.9727280957 |
| 2020-10-01 | 335.9817997550 |
| 2020-11-01 | 336.6521883713 |
| 2020-12-01 | 336.7644565319 |
| 2021-01-01 | 338.5037022269 |
| 2021-02-01 | 339.5275797564 |
| 2021-03-01 | 340.7326858090 |
| 2021-04-01 | 341.6513053146 |
| 2021-05-01 | 341.6916063029 |
| 2021-06-01 | 342.0701976674 |
| 2021-07-01 | 342.5858120252 |
| 2021-08-01 | 342.8909732883 |
| 2021-09-01 | 342.6413787072 |
| 2021-10-01 | 344.5669765648 |
| 2021-11-01 | 344.8975843087 |
| 2021-12-01 | 345.3123808938 |
| 2022-01-01 | 343.6206782062 |
| 2022-02-01 | 345.9097382459 |
| 2022-03-01 | 346.7676495342 |
| 2022-04-01 | 347.5923416496 |
| 2022-05-01 | 349.0801468730 |
| 2022-06-01 | 349.6995464630 |
| 2022-07-01 | 352.2099691261 |
| 2022-08-01 | 353.0698624215 |
| 2022-09-01 | 354.3429008930 |
| 2022-10-01 | 354.7540219209 |
| 2022-11-01 | 355.9843678069 |
| 2022-12-01 | 357.0991626145 |
| 2023-01-01 | 358.7330146074 |
| 2023-02-01 | 360.2304679103 |
| 2023-03-01 | 361.2468117823 |
| 2023-04-01 | 361.8460741120 |
| 2023-05-01 | 362.7593921065 |
| 2023-06-01 | 364.7983355662 |
| 2023-07-01 | 364.6642367104 |
| 2023-08-01 | 365.6942593170 |
| 2023-09-01 | 366.9637504011 |
| 2023-10-01 | 367.6733576289 |
| 2023-11-01 | 368.4945817524 |
| 2023-12-01 | 369.8674468444 |
| 2024-01-01 | 370.5010141632 |
| 2024-02-01 | 371.6297191125 |
| 2024-03-01 | 372.8402263848 |
| 2024-04-01 | 374.0697698407 |
| 2024-05-01 | 375.4642674092 |
| 2024-06-01 | 376.5834553606 |
| 2024-07-01 | 377.6846016425 |
| 2024-08-01 | 378.3658680065 |
| 2024-09-01 | 379.2997900675 |
| 2024-10-01 | 381.0839923705 |
| 2024-11-01 | 382.1978020493 |
| 2024-12-01 | 383.2144205673 |
| 2025-01-01 | 384.1729805483 |
| 2025-02-01 | 384.9711976625 |
| 2025-03-01 | 385.2463667078 |
| 2025-04-01 | 385.9659675058 |
| 2025-05-01 | 386.8824809147 |
| 2025-06-01 | 386.5640398943 |
| 2025-07-01 | 387.4899557310 |
| 2025-08-01 | 388.0296212803 |
| 2025-09-01 | 388.2567298187 |
| 2025-10-01 | 388.4943269823 |
| 2025-11-01 | 388.7801384260 |
| 2025-12-01 | 389.2402904553 |
| 2026-01-01 | 394.1422292460 |
| 2026-02-01 | 392.9989186534 |
| 2026-03-01 | 394.7519814831 |
| 2026-04-01 | 395.1357308056 |
| 2026-05-01 | 394.0118831076 |
| 2026-06-01 | 395.8576822461 |
| 2026-07-01 | 395.2836820137 |
| 2026-08-01 | 397.5062577011 |