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 2026-09-01 |
| Last Updated | 2026-10-20 9:49 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 | 162.5877455708 |
| 1990-02-01 | 162.7495056224 |
| 1990-03-01 | 162.8412169608 |
| 1990-04-01 | 163.5219938463 |
| 1990-05-01 | 163.8480704507 |
| 1990-06-01 | 164.3582346685 |
| 1990-07-01 | 164.4132147949 |
| 1990-08-01 | 164.3504695801 |
| 1990-09-01 | 164.5802526126 |
| 1990-10-01 | 168.0504923633 |
| 1990-11-01 | 168.3735409151 |
| 1990-12-01 | 168.4637466220 |
| 1991-01-01 | 167.4353416372 |
| 1991-02-01 | 168.2481649904 |
| 1991-03-01 | 168.7021422558 |
| 1991-04-01 | 169.1506184429 |
| 1991-05-01 | 169.6336965826 |
| 1991-06-01 | 169.8212855748 |
| 1991-07-01 | 170.1127341897 |
| 1991-08-01 | 170.6441033287 |
| 1991-09-01 | 171.2812115295 |
| 1991-10-01 | 171.5801786119 |
| 1991-11-01 | 172.0499191427 |
| 1991-12-01 | 172.7534655331 |
| 1992-01-01 | 173.2982260793 |
| 1992-02-01 | 173.3164617743 |
| 1992-03-01 | 173.9093457613 |
| 1992-04-01 | 175.6731629038 |
| 1992-05-01 | 176.4171582016 |
| 1992-06-01 | 176.8361432832 |
| 1992-07-01 | 177.1595002996 |
| 1992-08-01 | 176.8558108861 |
| 1992-09-01 | 177.6172849521 |
| 1992-10-01 | 178.8874723624 |
| 1992-11-01 | 178.5242110330 |
| 1992-12-01 | 178.5410862750 |
| 1993-01-01 | 181.3804931084 |
| 1993-02-01 | 181.5652280594 |
| 1993-03-01 | 181.5968565014 |
| 1993-04-01 | 181.1114781112 |
| 1993-05-01 | 180.8501912248 |
| 1993-06-01 | 181.6725430110 |
| 1993-07-01 | 182.5074171924 |
| 1993-08-01 | 183.0596717814 |
| 1993-09-01 | 183.5418675546 |
| 1993-10-01 | 184.3874198389 |
| 1993-11-01 | 184.2229453013 |
| 1993-12-01 | 184.3361651607 |
| 1994-01-01 | 184.5151865992 |
| 1994-02-01 | 184.9201224155 |
| 1994-03-01 | 185.0597282751 |
| 1994-04-01 | 185.6998804598 |
| 1994-05-01 | 185.7339664462 |
| 1994-06-01 | 186.2691703733 |
| 1994-07-01 | 186.8911729633 |
| 1994-08-01 | 188.0024602269 |
| 1994-09-01 | 188.2517166883 |
| 1994-10-01 | 185.7217920431 |
| 1994-11-01 | 186.1793359940 |
| 1994-12-01 | 186.7884824338 |
| 1995-01-01 | 186.9684571988 |
| 1995-02-01 | 187.2281534372 |
| 1995-03-01 | 187.9228365010 |
| 1995-04-01 | 187.4559388462 |
| 1995-05-01 | 187.7926261167 |
| 1995-06-01 | 188.2187447671 |
| 1995-07-01 | 187.1487034454 |
| 1995-08-01 | 187.9482008227 |
| 1995-09-01 | 188.3879592808 |
| 1995-10-01 | 187.8430261370 |
| 1995-11-01 | 188.4335387768 |
| 1995-12-01 | 189.0043242123 |
| 1996-01-01 | 189.6095063212 |
| 1996-02-01 | 189.8335073834 |
| 1996-03-01 | 189.9549764256 |
| 1996-04-01 | 190.6870993360 |
| 1996-05-01 | 189.9788672088 |
| 1996-06-01 | 189.6592722522 |
| 1996-07-01 | 189.2397414343 |
| 1996-08-01 | 189.4380819590 |
| 1996-09-01 | 189.4469469701 |
| 1996-10-01 | 190.2759170055 |
| 1996-11-01 | 190.3111161178 |
| 1996-12-01 | 190.2924868448 |
| 1997-01-01 | 190.3106713595 |
| 1997-02-01 | 190.9842319788 |
| 1997-03-01 | 191.4225426072 |
| 1997-04-01 | 191.0871638221 |
| 1997-05-01 | 190.8899956387 |
| 1997-06-01 | 190.6767188349 |
| 1997-07-01 | 192.4449826808 |
| 1997-08-01 | 193.4399891717 |
| 1997-09-01 | 194.1459268877 |
| 1997-10-01 | 194.4438471592 |
| 1997-11-01 | 195.0460008964 |
| 1997-12-01 | 195.6336378650 |
| 1998-01-01 | 196.0883716322 |
| 1998-02-01 | 196.1299835291 |
| 1998-03-01 | 196.2515309808 |
| 1998-04-01 | 196.8803330702 |
| 1998-05-01 | 197.6608413829 |
| 1998-06-01 | 197.6882539553 |
| 1998-07-01 | 198.3384461987 |
| 1998-08-01 | 197.9567273811 |
| 1998-09-01 | 198.1099819861 |
| 1998-10-01 | 198.8764597011 |
| 1998-11-01 | 199.1280514306 |
| 1998-12-01 | 199.6545780339 |
| 1999-01-01 | 197.1491159189 |
| 1999-02-01 | 198.1584761861 |
| 1999-03-01 | 199.6070045813 |
| 1999-04-01 | 200.3889924336 |
| 1999-05-01 | 200.7185443128 |
| 1999-06-01 | 200.9083075575 |
| 1999-07-01 | 200.5156941645 |
| 1999-08-01 | 201.1534690018 |
| 1999-09-01 | 200.7805170380 |
| 1999-10-01 | 200.6956698996 |
| 1999-11-01 | 201.2611820378 |
| 1999-12-01 | 200.7743485322 |
| 2000-01-01 | 201.9780441913 |
| 2000-02-01 | 202.3580687539 |
| 2000-03-01 | 202.0064080703 |
| 2000-04-01 | 202.7058678349 |
| 2000-05-01 | 202.6621027615 |
| 2000-06-01 | 202.2392913151 |
| 2000-07-01 | 203.9398024860 |
| 2000-08-01 | 204.3401873503 |
| 2000-09-01 | 205.2944751161 |
| 2000-10-01 | 205.9332410352 |
| 2000-11-01 | 206.3419506627 |
| 2000-12-01 | 206.1739253895 |
| 2001-01-01 | 206.2346386807 |
| 2001-02-01 | 206.5756007265 |
| 2001-03-01 | 207.0252638382 |
| 2001-04-01 | 207.0290922561 |
| 2001-05-01 | 205.6743284730 |
| 2001-06-01 | 208.0206891132 |
| 2001-07-01 | 208.6414618728 |
| 2001-08-01 | 208.5336848817 |
| 2001-09-01 | 208.7462219453 |
| 2001-10-01 | 207.1909138679 |
| 2001-11-01 | 208.0741680328 |
| 2001-12-01 | 208.7341611533 |
| 2002-01-01 | 212.6625121444 |
| 2002-02-01 | 212.7998283271 |
| 2002-03-01 | 213.2626301652 |
| 2002-04-01 | 212.6480528600 |
| 2002-05-01 | 213.2151886885 |
| 2002-06-01 | 213.4263649223 |
| 2002-07-01 | 212.8991256994 |
| 2002-08-01 | 213.5710934915 |
| 2002-09-01 | 213.6471503715 |
| 2002-10-01 | 213.3619101512 |
| 2002-11-01 | 213.2317764746 |
| 2002-12-01 | 209.5901609989 |
| 2003-01-01 | 217.9235773992 |
| 2003-02-01 | 217.6667001813 |
| 2003-03-01 | 217.4400682851 |
| 2003-04-01 | 217.0194332117 |
| 2003-05-01 | 217.0244661753 |
| 2003-06-01 | 217.7304502989 |
| 2003-07-01 | 216.7771857128 |
| 2003-08-01 | 216.7591660758 |
| 2003-09-01 | 216.9286444846 |
| 2003-10-01 | 217.9425820730 |
| 2003-11-01 | 218.1285149083 |
| 2003-12-01 | 218.0384235708 |
| 2004-01-01 | 218.3976605387 |
| 2004-02-01 | 218.0889831014 |
| 2004-03-01 | 218.6284268765 |
| 2004-04-01 | 219.3863576914 |
| 2004-05-01 | 219.6375950252 |
| 2004-06-01 | 220.4289926255 |
| 2004-07-01 | 220.8702429711 |
| 2004-08-01 | 220.3507478329 |
| 2004-09-01 | 220.6500603526 |
| 2004-10-01 | 221.1241041472 |
| 2004-11-01 | 221.8288553311 |
| 2004-12-01 | 221.9300553164 |
| 2005-01-01 | 224.0595608175 |
| 2005-02-01 | 223.9479912555 |
| 2005-03-01 | 224.0234093357 |
| 2005-04-01 | 224.8074006803 |
| 2005-05-01 | 224.2906242678 |
| 2005-06-01 | 225.6349971756 |
| 2005-07-01 | 226.4875434365 |
| 2005-08-01 | 226.9636904543 |
| 2005-09-01 | 226.9133077663 |
| 2005-10-01 | 226.9586785865 |
| 2005-11-01 | 227.3770590989 |
| 2005-12-01 | 228.2740669330 |
| 2006-01-01 | 228.0825679304 |
| 2006-02-01 | 228.6211075137 |
| 2006-03-01 | 228.7774071709 |
| 2006-04-01 | 228.7691519129 |
| 2006-05-01 | 228.8878389591 |
| 2006-06-01 | 228.8621582879 |
| 2006-07-01 | 229.1416799100 |
| 2006-08-01 | 229.4692531813 |
| 2006-09-01 | 230.3366539817 |
| 2006-10-01 | 230.1089021835 |
| 2006-11-01 | 230.3527200644 |
| 2006-12-01 | 230.7250399911 |
| 2007-01-01 | 229.7329087858 |
| 2007-02-01 | 230.6918474705 |
| 2007-03-01 | 231.5794911505 |
| 2007-04-01 | 231.5373239776 |
| 2007-05-01 | 232.2218599087 |
| 2007-06-01 | 232.7697493977 |
| 2007-07-01 | 233.1532912049 |
| 2007-08-01 | 233.4079035991 |
| 2007-09-01 | 233.5755153698 |
| 2007-10-01 | 234.8895666135 |
| 2007-11-01 | 234.3761968056 |
| 2007-12-01 | 234.4597822968 |
| 2008-01-01 | 233.6906041586 |
| 2008-02-01 | 235.5868588114 |
| 2008-03-01 | 235.6057964589 |
| 2008-04-01 | 236.2901928894 |
| 2008-05-01 | 236.4224084709 |
| 2008-06-01 | 236.2278945897 |
| 2008-07-01 | 236.6433441693 |
| 2008-08-01 | 237.3716594147 |
| 2008-09-01 | 238.0351303669 |
| 2008-10-01 | 238.2848635502 |
| 2008-11-01 | 238.5843359159 |
| 2008-12-01 | 238.2837431897 |
| 2009-01-01 | 238.2573174808 |
| 2009-02-01 | 238.1714296293 |
| 2009-03-01 | 238.4506579276 |
| 2009-04-01 | 239.1082628240 |
| 2009-05-01 | 239.7978573550 |
| 2009-06-01 | 239.8512090285 |
| 2009-07-01 | 241.1034531798 |
| 2009-08-01 | 240.2623014245 |
| 2009-09-01 | 240.0536858890 |
| 2009-10-01 | 239.9883312662 |
| 2009-11-01 | 240.3451427666 |
| 2009-12-01 | 241.2259572536 |
| 2010-01-01 | 241.3908163352 |
| 2010-02-01 | 240.0936920111 |
| 2010-03-01 | 241.1982741626 |
| 2010-04-01 | 241.4823518957 |
| 2010-05-01 | 241.9624528456 |
| 2010-06-01 | 243.4396801918 |
| 2010-07-01 | 244.5095602044 |
| 2010-08-01 | 244.0229147770 |
| 2010-09-01 | 243.9191277663 |
| 2010-10-01 | 244.4636131647 |
| 2010-11-01 | 243.4667158046 |
| 2010-12-01 | 244.3796608395 |
| 2011-01-01 | 245.5157249327 |
| 2011-02-01 | 245.1640239420 |
| 2011-03-01 | 245.4864379497 |
| 2011-04-01 | 245.4210639144 |
| 2011-05-01 | 245.8935352070 |
| 2011-06-01 | 247.9142311937 |
| 2011-07-01 | 246.9107589979 |
| 2011-08-01 | 247.4149955213 |
| 2011-09-01 | 247.5370816561 |
| 2011-10-01 | 247.4704301976 |
| 2011-11-01 | 247.7169682808 |
| 2011-12-01 | 248.1336770148 |
| 2012-01-01 | 247.5066660960 |
| 2012-02-01 | 248.4425715423 |
| 2012-03-01 | 249.5784799862 |
| 2012-04-01 | 248.4437257394 |
| 2012-05-01 | 248.2276383976 |
| 2012-06-01 | 247.4488991976 |
| 2012-07-01 | 247.2696667799 |
| 2012-08-01 | 246.7709588224 |
| 2012-09-01 | 247.2806440212 |
| 2012-10-01 | 247.8976400531 |
| 2012-11-01 | 247.8530960316 |
| 2012-12-01 | 247.3976862963 |
| 2013-01-01 | 247.3429840091 |
| 2013-02-01 | 247.9286025475 |
| 2013-03-01 | 247.7506326671 |
| 2013-04-01 | 247.4465476983 |
| 2013-05-01 | 245.9326067298 |
| 2013-06-01 | 247.4125706815 |
| 2013-07-01 | 247.0257191029 |
| 2013-08-01 | 246.2288957177 |
| 2013-09-01 | 247.0017782985 |
| 2013-10-01 | 246.9064186217 |
| 2013-11-01 | 247.2367541255 |
| 2013-12-01 | 247.6241943361 |
| 2014-01-01 | 247.6615395001 |
| 2014-02-01 | 246.9461721364 |
| 2014-03-01 | 247.6260968676 |
| 2014-04-01 | 247.5821467516 |
| 2014-05-01 | 247.7219142408 |
| 2014-06-01 | 248.2671946468 |
| 2014-07-01 | 248.0737475704 |
| 2014-08-01 | 246.7447751624 |
| 2014-09-01 | 247.6420085211 |
| 2014-10-01 | 247.7581475839 |
| 2014-11-01 | 247.7477986967 |
| 2014-12-01 | 247.6390137511 |
| 2015-01-01 | 246.7931755471 |
| 2015-02-01 | 245.3795023749 |
| 2015-03-01 | 245.6801652580 |
| 2015-04-01 | 246.0584378904 |
| 2015-05-01 | 245.9959092079 |
| 2015-06-01 | 245.7629511787 |
| 2015-07-01 | 246.2604096923 |
| 2015-08-01 | 246.6641211595 |
| 2015-09-01 | 246.7863294791 |
| 2015-10-01 | 247.2531949992 |
| 2015-11-01 | 247.3863550887 |
| 2015-12-01 | 246.9992154047 |
| 2016-01-01 | 248.0490957308 |
| 2016-02-01 | 248.5793276392 |
| 2016-03-01 | 248.7597434927 |
| 2016-04-01 | 249.6534091815 |
| 2016-05-01 | 249.7641466040 |
| 2016-06-01 | 249.2253675940 |
| 2016-07-01 | 250.4909644494 |
| 2016-08-01 | 250.8997009352 |
| 2016-09-01 | 251.6688489839 |
| 2016-10-01 | 251.4425647258 |
| 2016-11-01 | 252.0384383970 |
| 2016-12-01 | 252.2038874166 |
| 2017-01-01 | 252.9861775790 |
| 2017-02-01 | 253.6077546989 |
| 2017-03-01 | 254.4045643105 |
| 2017-04-01 | 254.5520794007 |
| 2017-05-01 | 255.5976991143 |
| 2017-06-01 | 255.2928578740 |
| 2017-07-01 | 256.4047619211 |
| 2017-08-01 | 256.4079534174 |
| 2017-09-01 | 258.0297136606 |
| 2017-10-01 | 258.7648052192 |
| 2017-11-01 | 259.2409310355 |
| 2017-12-01 | 260.4088080598 |
| 2018-01-01 | 261.1888862732 |
| 2018-02-01 | 261.9501279815 |
| 2018-03-01 | 262.4277867653 |
| 2018-04-01 | 262.8419881419 |
| 2018-05-01 | 263.1678249838 |
| 2018-06-01 | 262.8866137310 |
| 2018-07-01 | 263.6586604528 |
| 2018-08-01 | 264.3398235350 |
| 2018-09-01 | 264.4832326574 |
| 2018-10-01 | 265.7155999405 |
| 2018-11-01 | 266.0029859965 |
| 2018-12-01 | 266.2227726665 |
| 2019-01-01 | 266.2905903932 |
| 2019-02-01 | 266.2880924600 |
| 2019-03-01 | 266.4474545157 |
| 2019-04-01 | 266.3195353589 |
| 2019-05-01 | 265.6937624530 |
| 2019-06-01 | 265.7529246798 |
| 2019-07-01 | 265.5135361245 |
| 2019-08-01 | 265.9530881734 |
| 2019-09-01 | 265.5148233187 |
| 2019-10-01 | 265.3375090322 |
| 2019-11-01 | 265.5090034428 |
| 2019-12-01 | 265.6904690703 |
| 2020-01-01 | 264.1163529960 |
| 2020-02-01 | 264.6179337260 |
| 2020-03-01 | 263.3956374294 |
| 2020-04-01 | 234.0987609140 |
| 2020-05-01 | 239.3570457183 |
| 2020-06-01 | 248.3460683371 |
| 2020-07-01 | 248.4860592244 |
| 2020-08-01 | 250.5260422201 |
| 2020-09-01 | 247.9557857918 |
| 2020-10-01 | 247.0698215831 |
| 2020-11-01 | 244.7834474252 |
| 2020-12-01 | 241.8820868287 |
| 2021-01-01 | 241.4363916789 |
| 2021-02-01 | 242.4200955595 |
| 2021-03-01 | 243.9821586130 |
| 2021-04-01 | 244.3258299447 |
| 2021-05-01 | 245.0447808047 |
| 2021-06-01 | 244.9543478391 |
| 2021-07-01 | 244.3550512077 |
| 2021-08-01 | 244.1628835102 |
| 2021-09-01 | 241.3958637922 |
| 2021-10-01 | 244.1260701707 |
| 2021-11-01 | 245.0121603048 |
| 2021-12-01 | 244.9191859481 |
| 2022-01-01 | 244.5577240063 |
| 2022-02-01 | 244.6971061431 |
| 2022-03-01 | 244.8807232170 |
| 2022-04-01 | 245.2014903294 |
| 2022-05-01 | 246.8681863092 |
| 2022-06-01 | 245.2240164245 |
| 2022-07-01 | 246.3749104723 |
| 2022-08-01 | 246.5351100418 |
| 2022-09-01 | 247.6785289069 |
| 2022-10-01 | 248.2949348526 |
| 2022-11-01 | 248.4523563675 |
| 2022-12-01 | 249.1555449493 |
| 2023-01-01 | 250.9156361779 |
| 2023-02-01 | 250.8177559525 |
| 2023-03-01 | 251.3285238889 |
| 2023-04-01 | 251.8602635485 |
| 2023-05-01 | 252.8505727650 |
| 2023-06-01 | 253.6908335979 |
| 2023-07-01 | 254.2803877114 |
| 2023-08-01 | 255.4076624437 |
| 2023-09-01 | 256.3864398179 |
| 2023-10-01 | 257.3953793434 |
| 2023-11-01 | 258.0233318560 |
| 2023-12-01 | 258.8182923078 |
| 2024-01-01 | 259.8261241281 |
| 2024-02-01 | 260.3680089381 |
| 2024-03-01 | 260.9205747423 |
| 2024-04-01 | 261.7865155549 |
| 2024-05-01 | 262.0214450095 |
| 2024-06-01 | 262.8836739360 |
| 2024-07-01 | 263.4508412642 |
| 2024-08-01 | 262.9834520415 |
| 2024-09-01 | 264.9853467894 |
| 2024-10-01 | 265.5558499307 |
| 2024-11-01 | 266.1381277172 |
| 2024-12-01 | 266.4726965673 |
| 2025-01-01 | 267.0058024830 |
| 2025-02-01 | 268.0694913230 |
| 2025-03-01 | 267.9182411500 |
| 2025-04-01 | 268.1441209787 |
| 2025-05-01 | 267.6808644192 |
| 2025-06-01 | 267.5540775560 |
| 2025-07-01 | 266.7703347486 |
| 2025-08-01 | 268.5831904467 |
| 2025-09-01 | 269.3285605835 |
| 2025-10-01 | 269.3198582335 |
| 2025-11-01 | 269.9038954391 |
| 2025-12-01 | 270.7864229262 |
| 2026-01-01 | 271.7757778535 |
| 2026-02-01 | 269.8954782390 |
| 2026-03-01 | 271.4536864537 |
| 2026-04-01 | 271.5433920874 |
| 2026-05-01 | 272.6952244262 |
| 2026-06-01 | 274.0066541893 |
| 2026-07-01 | 274.2995238957 |
| 2026-08-01 | 275.1451525538 |
| 2026-09-01 | 273.3459312627 |