Table Data - All Employees: Education and Health Services: Private Education and Health Services in Pittsburgh, PA (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Pittsburgh, PA (MSA) |
|---|---|
| Series ID | PITT342EDUH |
| 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 2026-08-01 |
| Last Updated | 2026-09-18 12:15 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 | 162.5887694992 |
| 1990-02-01 | 162.7503876414 |
| 1990-03-01 | 162.8419713903 |
| 1990-04-01 | 163.5231950168 |
| 1990-05-01 | 163.8491692181 |
| 1990-06-01 | 164.3593833135 |
| 1990-07-01 | 164.4145995487 |
| 1990-08-01 | 164.3523317840 |
| 1990-09-01 | 164.5826175101 |
| 1990-10-01 | 168.0453198311 |
| 1990-11-01 | 168.3697068726 |
| 1990-12-01 | 168.4605405853 |
| 1991-01-01 | 167.4367779247 |
| 1991-02-01 | 168.2492789638 |
| 1991-03-01 | 168.7030885800 |
| 1991-04-01 | 169.1519217728 |
| 1991-05-01 | 169.6348426426 |
| 1991-06-01 | 169.8225144782 |
| 1991-07-01 | 170.1141324404 |
| 1991-08-01 | 170.6456965681 |
| 1991-09-01 | 171.2827353621 |
| 1991-10-01 | 171.5753080972 |
| 1991-11-01 | 172.0463406797 |
| 1991-12-01 | 172.7498554383 |
| 1992-01-01 | 173.2999850169 |
| 1992-02-01 | 173.3179546865 |
| 1992-03-01 | 173.9105046318 |
| 1992-04-01 | 175.6745346712 |
| 1992-05-01 | 176.4183600110 |
| 1992-06-01 | 176.8374072551 |
| 1992-07-01 | 177.1608264521 |
| 1992-08-01 | 176.8572138144 |
| 1992-09-01 | 177.6185031848 |
| 1992-10-01 | 178.8822738122 |
| 1992-11-01 | 178.5207912385 |
| 1992-12-01 | 178.5371365591 |
| 1993-01-01 | 181.3827762918 |
| 1993-02-01 | 181.5669327696 |
| 1993-03-01 | 181.5982185986 |
| 1993-04-01 | 181.1128197787 |
| 1993-05-01 | 180.8513736235 |
| 1993-06-01 | 181.6737076645 |
| 1993-07-01 | 182.5085373329 |
| 1993-08-01 | 183.0610297237 |
| 1993-09-01 | 183.5431564416 |
| 1993-10-01 | 184.3816715863 |
| 1993-11-01 | 184.2202157842 |
| 1993-12-01 | 184.3332393392 |
| 1994-01-01 | 184.5165631114 |
| 1994-02-01 | 184.9214556494 |
| 1994-03-01 | 185.0610214291 |
| 1994-04-01 | 185.7011514600 |
| 1994-05-01 | 185.7350537612 |
| 1994-06-01 | 186.2702221962 |
| 1994-07-01 | 186.8920490701 |
| 1994-08-01 | 188.0040101897 |
| 1994-09-01 | 188.2538456983 |
| 1994-10-01 | 185.7156397517 |
| 1994-11-01 | 186.1770785613 |
| 1994-12-01 | 186.7866240771 |
| 1995-01-01 | 186.9691049619 |
| 1995-02-01 | 187.2289421092 |
| 1995-03-01 | 187.9238978328 |
| 1995-04-01 | 187.4572046486 |
| 1995-05-01 | 187.7935861269 |
| 1995-06-01 | 188.2196968598 |
| 1995-07-01 | 187.1493047435 |
| 1995-08-01 | 187.9495018215 |
| 1995-09-01 | 188.3895697929 |
| 1995-10-01 | 187.8377349124 |
| 1995-11-01 | 188.4321411654 |
| 1995-12-01 | 189.0035476926 |
| 1996-01-01 | 189.6094377028 |
| 1996-02-01 | 189.8339661174 |
| 1996-03-01 | 189.9557183882 |
| 1996-04-01 | 190.6883732856 |
| 1996-05-01 | 189.9796693927 |
| 1996-06-01 | 189.6601626543 |
| 1996-07-01 | 189.2401449735 |
| 1996-08-01 | 189.4388068373 |
| 1996-09-01 | 189.4475480024 |
| 1996-10-01 | 190.2724757205 |
| 1996-11-01 | 190.3097006967 |
| 1996-12-01 | 190.2912061232 |
| 1997-01-01 | 190.3114347867 |
| 1997-02-01 | 190.9850641957 |
| 1997-03-01 | 191.4231784791 |
| 1997-04-01 | 191.0882742655 |
| 1997-05-01 | 190.8907560010 |
| 1997-06-01 | 190.6774250249 |
| 1997-07-01 | 192.4451444156 |
| 1997-08-01 | 193.4400308266 |
| 1997-09-01 | 194.1454949960 |
| 1997-10-01 | 194.4418655080 |
| 1997-11-01 | 195.0445672443 |
| 1997-12-01 | 195.6317705086 |
| 1998-01-01 | 196.0899608817 |
| 1998-02-01 | 196.1312373882 |
| 1998-03-01 | 196.2523482923 |
| 1998-04-01 | 196.8812235851 |
| 1998-05-01 | 197.6615914454 |
| 1998-06-01 | 197.6886715298 |
| 1998-07-01 | 198.3384414976 |
| 1998-08-01 | 197.9563439443 |
| 1998-09-01 | 198.1092672669 |
| 1998-10-01 | 198.8754378028 |
| 1998-11-01 | 199.1264467361 |
| 1998-12-01 | 199.6520528149 |
| 1999-01-01 | 197.1514114361 |
| 1999-02-01 | 198.1598921815 |
| 1999-03-01 | 199.6077455168 |
| 1999-04-01 | 200.3892877077 |
| 1999-05-01 | 200.7201217868 |
| 1999-06-01 | 200.9080512668 |
| 1999-07-01 | 200.5153621353 |
| 1999-08-01 | 201.1530177227 |
| 1999-09-01 | 200.7798167144 |
| 1999-10-01 | 200.6950021175 |
| 1999-11-01 | 201.2604333688 |
| 1999-12-01 | 200.7731573844 |
| 2000-01-01 | 201.9791618390 |
| 2000-02-01 | 202.3587893827 |
| 2000-03-01 | 202.0067886973 |
| 2000-04-01 | 202.7054799644 |
| 2000-05-01 | 202.6644422685 |
| 2000-06-01 | 202.2385712357 |
| 2000-07-01 | 203.9392307752 |
| 2000-08-01 | 204.3399181823 |
| 2000-09-01 | 205.2939587970 |
| 2000-10-01 | 205.9330429990 |
| 2000-11-01 | 206.3421487503 |
| 2000-12-01 | 206.1745627061 |
| 2001-01-01 | 206.2342758575 |
| 2001-02-01 | 206.5753535988 |
| 2001-03-01 | 207.0249317483 |
| 2001-04-01 | 207.0278923751 |
| 2001-05-01 | 205.6773915749 |
| 2001-06-01 | 208.0196434554 |
| 2001-07-01 | 208.6407375671 |
| 2001-08-01 | 208.5337134307 |
| 2001-09-01 | 208.7458025098 |
| 2001-10-01 | 207.1910681532 |
| 2001-11-01 | 208.0752452249 |
| 2001-12-01 | 208.7367157798 |
| 2002-01-01 | 212.6606291981 |
| 2002-02-01 | 212.7987337096 |
| 2002-03-01 | 213.2619613700 |
| 2002-04-01 | 212.6466578348 |
| 2002-05-01 | 213.2173163311 |
| 2002-06-01 | 213.4257560540 |
| 2002-07-01 | 212.8986367641 |
| 2002-08-01 | 213.5713174396 |
| 2002-09-01 | 213.6469589407 |
| 2002-10-01 | 213.3622847989 |
| 2002-11-01 | 213.2327696449 |
| 2002-12-01 | 209.5930851945 |
| 2003-01-01 | 217.9217559687 |
| 2003-02-01 | 217.6654614033 |
| 2003-03-01 | 217.4392416054 |
| 2003-04-01 | 217.0183078011 |
| 2003-05-01 | 217.0254845055 |
| 2003-06-01 | 217.7300784882 |
| 2003-07-01 | 216.7770476990 |
| 2003-08-01 | 216.7594408237 |
| 2003-09-01 | 216.9285033489 |
| 2003-10-01 | 217.9429679111 |
| 2003-11-01 | 218.1292070040 |
| 2003-12-01 | 218.0408395794 |
| 2004-01-01 | 218.3964606804 |
| 2004-02-01 | 218.0880994958 |
| 2004-03-01 | 218.6278032138 |
| 2004-04-01 | 219.3857281511 |
| 2004-05-01 | 219.6375561619 |
| 2004-06-01 | 220.4289141687 |
| 2004-07-01 | 220.8703091874 |
| 2004-08-01 | 220.3509180005 |
| 2004-09-01 | 220.6500853740 |
| 2004-10-01 | 221.1243197653 |
| 2004-11-01 | 221.8290304243 |
| 2004-12-01 | 221.9317278439 |
| 2005-01-01 | 224.0589488896 |
| 2005-02-01 | 223.9475258211 |
| 2005-03-01 | 224.0229806380 |
| 2005-04-01 | 224.8070920044 |
| 2005-05-01 | 224.2904908429 |
| 2005-06-01 | 225.6348652972 |
| 2005-07-01 | 226.4876266316 |
| 2005-08-01 | 226.9637551060 |
| 2005-09-01 | 226.9133828486 |
| 2005-10-01 | 226.9587664512 |
| 2005-11-01 | 227.3771341932 |
| 2005-12-01 | 228.2749054202 |
| 2006-01-01 | 228.0822877289 |
| 2006-02-01 | 228.6209488991 |
| 2006-03-01 | 228.7772080596 |
| 2006-04-01 | 228.7689731535 |
| 2006-05-01 | 228.8877442784 |
| 2006-06-01 | 228.8621078462 |
| 2006-07-01 | 229.1416787172 |
| 2006-08-01 | 229.4692450329 |
| 2006-09-01 | 230.3368258623 |
| 2006-10-01 | 230.1088950391 |
| 2006-11-01 | 230.3527195027 |
| 2006-12-01 | 230.7254593534 |
| 2007-01-01 | 229.7326979742 |
| 2007-02-01 | 230.6917993197 |
| 2007-03-01 | 231.5794235003 |
| 2007-04-01 | 231.5372560064 |
| 2007-05-01 | 232.2218170156 |
| 2007-06-01 | 232.7697278749 |
| 2007-07-01 | 233.1532906494 |
| 2007-08-01 | 233.4078940370 |
| 2007-09-01 | 233.5756332863 |
| 2007-10-01 | 234.8895828740 |
| 2007-11-01 | 234.3762288979 |
| 2007-12-01 | 234.4598255089 |
| 2008-01-01 | 233.6905170215 |
| 2008-02-01 | 235.5868571318 |
| 2008-03-01 | 235.6057735306 |
| 2008-04-01 | 236.2901702364 |
| 2008-05-01 | 236.4223994844 |
| 2008-06-01 | 236.2278931165 |
| 2008-07-01 | 236.6433440130 |
| 2008-08-01 | 237.3716612936 |
| 2008-09-01 | 238.0351972628 |
| 2008-10-01 | 238.2848733037 |
| 2008-11-01 | 238.5843420914 |
| 2008-12-01 | 238.2837498119 |
| 2009-01-01 | 238.2572534902 |
| 2009-02-01 | 238.1714257386 |
| 2009-03-01 | 238.4506527727 |
| 2009-04-01 | 239.1082621035 |
| 2009-05-01 | 239.7978604603 |
| 2009-06-01 | 239.8512151076 |
| 2009-07-01 | 241.1034566229 |
| 2009-08-01 | 240.2623113870 |
| 2009-09-01 | 240.0536970899 |
| 2009-10-01 | 239.9883415804 |
| 2009-11-01 | 240.3451417663 |
| 2009-12-01 | 241.2259508624 |
| 2010-01-01 | 241.3907932119 |
| 2010-02-01 | 240.0936868767 |
| 2010-03-01 | 241.1982732157 |
| 2010-04-01 | 241.4823555781 |
| 2010-05-01 | 241.9624579302 |
| 2010-06-01 | 243.4396847974 |
| 2010-07-01 | 244.5095603709 |
| 2010-08-01 | 244.0229175767 |
| 2010-09-01 | 243.9191309771 |
| 2010-10-01 | 244.4636155173 |
| 2010-11-01 | 243.4667138548 |
| 2010-12-01 | 244.3796582259 |
| 2011-01-01 | 245.5157211732 |
| 2011-02-01 | 245.1640198799 |
| 2011-03-01 | 245.4864367216 |
| 2011-04-01 | 245.4210653810 |
| 2011-05-01 | 245.8935371739 |
| 2011-06-01 | 247.9142331878 |
| 2011-07-01 | 246.9107584024 |
| 2011-08-01 | 247.4149984020 |
| 2011-09-01 | 247.5370820936 |
| 2011-10-01 | 247.4704306186 |
| 2011-11-01 | 247.7169673278 |
| 2011-12-01 | 248.1336772536 |
| 2012-01-01 | 247.5066660781 |
| 2012-02-01 | 248.4425685627 |
| 2012-03-01 | 249.5784786681 |
| 2012-04-01 | 248.4437255346 |
| 2012-05-01 | 248.2276376500 |
| 2012-06-01 | 247.4488985654 |
| 2012-07-01 | 247.2696658172 |
| 2012-08-01 | 246.7709660095 |
| 2012-09-01 | 247.2806446358 |
| 2012-10-01 | 247.8976418131 |
| 2012-11-01 | 247.8530978637 |
| 2012-12-01 | 247.3976883011 |
| 2013-01-01 | 247.3429839899 |
| 2013-02-01 | 247.9285930080 |
| 2013-03-01 | 247.7506261464 |
| 2013-04-01 | 247.4465410507 |
| 2013-05-01 | 245.9326027065 |
| 2013-06-01 | 247.4125725653 |
| 2013-07-01 | 247.0257258109 |
| 2013-08-01 | 246.2289179623 |
| 2013-09-01 | 247.0017871621 |
| 2013-10-01 | 246.9064247255 |
| 2013-11-01 | 247.2367559348 |
| 2013-12-01 | 247.6241949799 |
| 2014-01-01 | 247.6615277651 |
| 2014-02-01 | 246.9461399103 |
| 2014-03-01 | 247.6260679189 |
| 2014-04-01 | 247.5821256459 |
| 2014-05-01 | 247.7219155283 |
| 2014-06-01 | 248.2672146178 |
| 2014-07-01 | 248.0737924024 |
| 2014-08-01 | 246.7448310466 |
| 2014-09-01 | 247.6420348956 |
| 2014-10-01 | 247.7581556265 |
| 2014-11-01 | 247.7477929833 |
| 2014-12-01 | 247.6389990145 |
| 2015-01-01 | 246.7931377279 |
| 2015-02-01 | 245.3794268161 |
| 2015-03-01 | 245.6800853851 |
| 2015-04-01 | 246.0583824523 |
| 2015-05-01 | 245.9958888747 |
| 2015-06-01 | 245.7630919406 |
| 2015-07-01 | 246.2604152888 |
| 2015-08-01 | 246.6644165530 |
| 2015-09-01 | 246.7863124760 |
| 2015-10-01 | 247.2531824609 |
| 2015-11-01 | 247.3863473903 |
| 2015-12-01 | 246.9991888688 |
| 2016-01-01 | 248.0490148960 |
| 2016-02-01 | 248.5791968531 |
| 2016-03-01 | 248.7595627074 |
| 2016-04-01 | 249.6531937809 |
| 2016-05-01 | 249.7639311687 |
| 2016-06-01 | 249.2259163843 |
| 2016-07-01 | 250.4908866205 |
| 2016-08-01 | 250.9003159329 |
| 2016-09-01 | 251.6689268466 |
| 2016-10-01 | 251.4426521668 |
| 2016-11-01 | 252.0384451739 |
| 2016-12-01 | 252.2037647589 |
| 2017-01-01 | 252.9859348532 |
| 2017-02-01 | 253.6074365727 |
| 2017-03-01 | 254.4041769817 |
| 2017-04-01 | 254.5516326396 |
| 2017-05-01 | 255.5972817853 |
| 2017-06-01 | 255.2938948336 |
| 2017-07-01 | 256.4046904676 |
| 2017-08-01 | 256.4090308904 |
| 2017-09-01 | 258.0299401510 |
| 2017-10-01 | 258.7650646699 |
| 2017-11-01 | 259.2411294466 |
| 2017-12-01 | 260.4088026739 |
| 2018-01-01 | 261.1875887333 |
| 2018-02-01 | 261.9498084546 |
| 2018-03-01 | 262.4275527315 |
| 2018-04-01 | 262.8409355997 |
| 2018-05-01 | 263.1667064501 |
| 2018-06-01 | 262.8883446226 |
| 2018-07-01 | 263.6587335182 |
| 2018-08-01 | 264.3418341330 |
| 2018-09-01 | 264.4836782431 |
| 2018-10-01 | 265.7164207696 |
| 2018-11-01 | 266.0032431452 |
| 2018-12-01 | 266.2228168966 |
| 2019-01-01 | 266.2882360112 |
| 2019-02-01 | 266.2860367988 |
| 2019-03-01 | 266.4479886451 |
| 2019-04-01 | 266.3185313698 |
| 2019-05-01 | 265.6922836781 |
| 2019-06-01 | 265.7548340408 |
| 2019-07-01 | 265.5147096952 |
| 2019-08-01 | 265.9574483060 |
| 2019-09-01 | 265.5112170736 |
| 2019-10-01 | 265.3404017657 |
| 2019-11-01 | 265.5104414164 |
| 2019-12-01 | 265.6910993545 |
| 2020-01-01 | 264.1129587837 |
| 2020-02-01 | 264.6139092456 |
| 2020-03-01 | 263.3962707311 |
| 2020-04-01 | 234.0968626368 |
| 2020-05-01 | 239.3533308278 |
| 2020-06-01 | 248.3484684163 |
| 2020-07-01 | 248.4899032115 |
| 2020-08-01 | 250.5345059921 |
| 2020-09-01 | 247.9500903398 |
| 2020-10-01 | 247.0747592335 |
| 2020-11-01 | 244.7855656580 |
| 2020-12-01 | 241.8833300572 |
| 2021-01-01 | 241.4304175231 |
| 2021-02-01 | 242.4144231135 |
| 2021-03-01 | 243.9810934522 |
| 2021-04-01 | 244.3204304006 |
| 2021-05-01 | 245.0368609597 |
| 2021-06-01 | 244.9571884418 |
| 2021-07-01 | 244.3653360855 |
| 2021-08-01 | 244.1791556303 |
| 2021-09-01 | 241.3921757490 |
| 2021-10-01 | 244.1335761795 |
| 2021-11-01 | 245.0136264000 |
| 2021-12-01 | 244.9189697671 |
| 2022-01-01 | 244.5475733659 |
| 2022-02-01 | 244.6886452853 |
| 2022-03-01 | 244.8709157846 |
| 2022-04-01 | 245.1895259302 |
| 2022-05-01 | 246.8548930327 |
| 2022-06-01 | 245.2229882011 |
| 2022-07-01 | 246.3798719082 |
| 2022-08-01 | 246.6261999342 |
| 2022-09-01 | 247.6679980793 |
| 2022-10-01 | 248.2908680985 |
| 2022-11-01 | 248.4445912626 |
| 2022-12-01 | 249.1460434952 |
| 2023-01-01 | 250.8892632002 |
| 2023-02-01 | 250.8105045004 |
| 2023-03-01 | 251.3012643133 |
| 2023-04-01 | 251.8379144496 |
| 2023-05-01 | 252.8382204935 |
| 2023-06-01 | 253.6949022233 |
| 2023-07-01 | 254.2890286932 |
| 2023-08-01 | 255.6112454573 |
| 2023-09-01 | 256.3655286354 |
| 2023-10-01 | 257.3674852997 |
| 2023-11-01 | 257.9903067175 |
| 2023-12-01 | 258.7925299551 |
| 2024-01-01 | 259.7790832624 |
| 2024-02-01 | 260.3415740297 |
| 2024-03-01 | 260.8700371027 |
| 2024-04-01 | 261.7501381685 |
| 2024-05-01 | 262.0204189976 |
| 2024-06-01 | 262.9052132613 |
| 2024-07-01 | 263.4842985116 |
| 2024-08-01 | 263.3768632678 |
| 2024-09-01 | 264.9221940275 |
| 2024-10-01 | 265.4626106991 |
| 2024-11-01 | 266.0644889692 |
| 2024-12-01 | 266.4275475648 |
| 2025-01-01 | 266.9311190387 |
| 2025-02-01 | 268.0140633764 |
| 2025-03-01 | 267.8465468968 |
| 2025-04-01 | 268.0943434198 |
| 2025-05-01 | 267.6936451892 |
| 2025-06-01 | 267.6128614591 |
| 2025-07-01 | 266.8776376339 |
| 2025-08-01 | 269.1508185641 |
| 2025-09-01 | 269.1828709425 |
| 2025-10-01 | 269.1633533925 |
| 2025-11-01 | 269.7886612536 |
| 2025-12-01 | 270.7284602515 |
| 2026-01-01 | 271.6870798223 |
| 2026-02-01 | 269.7945608259 |
| 2026-03-01 | 271.3746485564 |
| 2026-04-01 | 271.4857611114 |
| 2026-05-01 | 272.7178176664 |
| 2026-06-01 | 274.0947478794 |
| 2026-07-01 | 274.4833266284 |
| 2026-08-01 | 274.6695311610 |