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 2025-09-01 |
| Last Updated | 2025-12-12 1:48 AM CST |
| 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 | 162.588113377199 |
| 1990-02-01 | 162.749835541479 |
| 1990-03-01 | 162.841505042785 |
| 1990-04-01 | 163.522472172327 |
| 1990-05-01 | 163.848518248863 |
| 1990-06-01 | 164.358715773291 |
| 1990-07-01 | 164.413808282332 |
| 1990-08-01 | 164.351293242375 |
| 1990-09-01 | 164.581288154900 |
| 1990-10-01 | 168.048330528839 |
| 1990-11-01 | 168.371966407430 |
| 1990-12-01 | 168.462444826459 |
| 1991-01-01 | 167.435871018609 |
| 1991-02-01 | 168.248585972440 |
| 1991-03-01 | 168.702510186807 |
| 1991-04-01 | 169.151139246630 |
| 1991-05-01 | 169.634163962471 |
| 1991-06-01 | 169.821800549425 |
| 1991-07-01 | 170.113332871451 |
| 1991-08-01 | 170.644820028525 |
| 1991-09-01 | 171.281891756617 |
| 1991-10-01 | 171.578137545128 |
| 1991-11-01 | 172.048461341368 |
| 1991-12-01 | 172.752009447692 |
| 1992-01-01 | 173.298883998140 |
| 1992-02-01 | 173.317032557893 |
| 1992-03-01 | 173.909800428919 |
| 1992-04-01 | 175.673710723616 |
| 1992-05-01 | 176.417648312226 |
| 1992-06-01 | 176.836673413671 |
| 1992-07-01 | 177.160068396078 |
| 1992-08-01 | 176.856453690795 |
| 1992-09-01 | 177.617833375473 |
| 1992-10-01 | 178.885282866693 |
| 1992-11-01 | 178.522827905546 |
| 1992-12-01 | 178.539503849007 |
| 1993-01-01 | 181.381360207197 |
| 1993-02-01 | 181.565883570117 |
| 1993-03-01 | 181.597396623456 |
| 1993-04-01 | 181.112014307020 |
| 1993-05-01 | 180.850674543271 |
| 1993-06-01 | 181.673036867685 |
| 1993-07-01 | 182.507903921826 |
| 1993-08-01 | 183.060286614854 |
| 1993-09-01 | 183.542442740233 |
| 1993-10-01 | 184.384993816235 |
| 1993-11-01 | 184.221843084051 |
| 1993-12-01 | 184.334990699542 |
| 1994-01-01 | 184.515703999207 |
| 1994-02-01 | 184.920633690271 |
| 1994-03-01 | 185.060242436726 |
| 1994-04-01 | 185.700392043323 |
| 1994-05-01 | 185.734414321192 |
| 1994-06-01 | 186.269619202528 |
| 1994-07-01 | 186.891559393355 |
| 1994-08-01 | 188.003141672463 |
| 1994-09-01 | 188.252636422582 |
| 1994-10-01 | 185.719196045459 |
| 1994-11-01 | 186.178411419364 |
| 1994-12-01 | 186.787729979500 |
| 1995-01-01 | 186.968697810193 |
| 1995-02-01 | 187.228456506776 |
| 1995-03-01 | 187.923255409234 |
| 1995-04-01 | 187.456461580078 |
| 1995-05-01 | 187.793028269909 |
| 1995-06-01 | 188.219154815516 |
| 1995-07-01 | 187.148974967133 |
| 1995-08-01 | 187.948760728191 |
| 1995-09-01 | 188.388648344534 |
| 1995-10-01 | 187.840792216673 |
| 1995-11-01 | 188.432952530349 |
| 1995-12-01 | 189.003996979811 |
| 1996-01-01 | 189.609475850930 |
| 1996-02-01 | 189.833692451078 |
| 1996-03-01 | 189.955265839336 |
| 1996-04-01 | 190.687641022621 |
| 1996-05-01 | 189.979211615961 |
| 1996-06-01 | 189.659657954904 |
| 1996-07-01 | 189.239926416344 |
| 1996-08-01 | 189.438391452467 |
| 1996-09-01 | 189.447198352500 |
| 1996-10-01 | 190.274456108823 |
| 1996-11-01 | 190.310501920997 |
| 1996-12-01 | 190.291925467289 |
| 1997-01-01 | 190.311011926089 |
| 1997-02-01 | 190.984591973998 |
| 1997-03-01 | 191.422792040905 |
| 1997-04-01 | 191.087655045279 |
| 1997-05-01 | 190.890328263375 |
| 1997-06-01 | 190.677029557955 |
| 1997-07-01 | 192.445062957064 |
| 1997-08-01 | 193.440006756053 |
| 1997-09-01 | 194.145733959867 |
| 1997-10-01 | 194.442989903026 |
| 1997-11-01 | 195.045365953614 |
| 1997-12-01 | 195.632786894217 |
| 1998-01-01 | 196.089084294592 |
| 1998-02-01 | 196.130542671677 |
| 1998-03-01 | 196.251879201155 |
| 1998-04-01 | 196.880743562426 |
| 1998-05-01 | 197.661172049487 |
| 1998-06-01 | 197.688449633100 |
| 1998-07-01 | 198.338452928243 |
| 1998-08-01 | 197.956560443856 |
| 1998-09-01 | 198.109657355279 |
| 1998-10-01 | 198.875987583133 |
| 1998-11-01 | 199.127325349770 |
| 1998-12-01 | 199.653406108689 |
| 1999-01-01 | 197.150153644875 |
| 1999-02-01 | 198.159133774423 |
| 1999-03-01 | 199.607358813620 |
| 1999-04-01 | 200.389182738785 |
| 1999-05-01 | 200.719183395669 |
| 1999-06-01 | 200.908240958984 |
| 1999-07-01 | 200.515565940192 |
| 1999-08-01 | 201.153262455857 |
| 1999-09-01 | 200.780178602884 |
| 1999-10-01 | 200.695321401864 |
| 1999-11-01 | 201.260784811859 |
| 1999-12-01 | 200.773682814019 |
| 2000-01-01 | 201.978632048487 |
| 2000-02-01 | 202.358480577205 |
| 2000-03-01 | 202.006662020929 |
| 2000-04-01 | 202.705800261452 |
| 2000-05-01 | 202.663027119143 |
| 2000-06-01 | 202.239050860886 |
| 2000-07-01 | 203.939578131697 |
| 2000-08-01 | 204.340039742149 |
| 2000-09-01 | 205.294189124546 |
| 2000-10-01 | 205.933049221786 |
| 2000-11-01 | 206.341876410836 |
| 2000-12-01 | 206.173984118373 |
| 2001-01-01 | 206.234686778781 |
| 2001-02-01 | 206.575663264880 |
| 2001-03-01 | 207.025263868148 |
| 2001-04-01 | 207.028718443390 |
| 2001-05-01 | 205.675519807725 |
| 2001-06-01 | 208.020327135828 |
| 2001-07-01 | 208.641170758367 |
| 2001-08-01 | 208.533639047312 |
| 2001-09-01 | 208.745965017512 |
| 2001-10-01 | 207.190841132264 |
| 2001-11-01 | 208.074399054971 |
| 2001-12-01 | 208.734986001386 |
| 2002-01-01 | 212.662007387972 |
| 2002-02-01 | 212.799581899905 |
| 2002-03-01 | 213.262507655587 |
| 2002-04-01 | 212.647593112968 |
| 2002-05-01 | 213.216028003848 |
| 2002-06-01 | 213.426162593181 |
| 2002-07-01 | 212.898914710668 |
| 2002-08-01 | 213.571114129677 |
| 2002-09-01 | 213.646990640275 |
| 2002-10-01 | 213.361916718457 |
| 2002-11-01 | 213.231956766811 |
| 2002-12-01 | 209.591155170447 |
| 2003-01-01 | 217.923121119470 |
| 2003-02-01 | 217.666392422108 |
| 2003-03-01 | 217.439869784276 |
| 2003-04-01 | 217.019065273935 |
| 2003-05-01 | 217.024873454514 |
| 2003-06-01 | 217.730322437532 |
| 2003-07-01 | 216.777098938333 |
| 2003-08-01 | 216.759207052196 |
| 2003-09-01 | 216.928526567759 |
| 2003-10-01 | 217.942619613660 |
| 2003-11-01 | 218.128638976561 |
| 2003-12-01 | 218.039251009192 |
| 2004-01-01 | 218.397381639395 |
| 2004-02-01 | 218.088768184167 |
| 2004-03-01 | 218.628276840445 |
| 2004-04-01 | 219.386162538688 |
| 2004-05-01 | 219.637593389111 |
| 2004-06-01 | 220.428961558243 |
| 2004-07-01 | 220.870240427097 |
| 2004-08-01 | 220.350766289132 |
| 2004-09-01 | 220.650021751525 |
| 2004-10-01 | 221.124121190633 |
| 2004-11-01 | 221.828852200437 |
| 2004-12-01 | 221.930626872231 |
| 2005-01-01 | 224.059444271416 |
| 2005-02-01 | 223.947882680996 |
| 2005-03-01 | 224.023298243849 |
| 2005-04-01 | 224.807312992469 |
| 2005-05-01 | 224.290575158844 |
| 2005-06-01 | 225.634941221249 |
| 2005-07-01 | 226.487557971352 |
| 2005-08-01 | 226.963690985389 |
| 2005-09-01 | 226.913300817950 |
| 2005-10-01 | 226.958685095705 |
| 2005-11-01 | 227.377071612503 |
| 2005-12-01 | 228.274350465089 |
| 2006-01-01 | 228.082517332596 |
| 2006-02-01 | 228.621072735906 |
| 2006-03-01 | 228.777354642653 |
| 2006-04-01 | 228.769097400327 |
| 2006-05-01 | 228.887802739540 |
| 2006-06-01 | 228.862134943391 |
| 2006-07-01 | 229.141675267452 |
| 2006-08-01 | 229.469244827168 |
| 2006-09-01 | 230.336688853289 |
| 2006-10-01 | 230.108892836078 |
| 2006-11-01 | 230.352717161914 |
| 2006-12-01 | 230.725180243909 |
| 2007-01-01 | 229.732869418760 |
| 2007-02-01 | 230.691834120716 |
| 2007-03-01 | 231.579470181827 |
| 2007-04-01 | 231.537300876467 |
| 2007-05-01 | 232.221842705447 |
| 2007-06-01 | 232.769739714335 |
| 2007-07-01 | 233.153289691085 |
| 2007-08-01 | 233.407900391286 |
| 2007-09-01 | 233.575543453924 |
| 2007-10-01 | 234.889568133195 |
| 2007-11-01 | 234.376208411427 |
| 2007-12-01 | 234.459796882142 |
| 2008-01-01 | 233.690593288881 |
| 2008-02-01 | 235.586856302854 |
| 2008-03-01 | 235.605787095422 |
| 2008-04-01 | 236.290183418718 |
| 2008-05-01 | 236.422403799407 |
| 2008-06-01 | 236.227892838344 |
| 2008-07-01 | 236.643347741252 |
| 2008-08-01 | 237.371660399980 |
| 2008-09-01 | 238.035147273574 |
| 2008-10-01 | 238.284864303352 |
| 2008-11-01 | 238.584340363540 |
| 2008-12-01 | 238.283744618294 |
| 2009-01-01 | 238.257305151707 |
| 2009-02-01 | 238.171424649560 |
| 2009-03-01 | 238.450653487758 |
| 2009-04-01 | 239.108259141711 |
| 2009-05-01 | 239.797854622976 |
| 2009-06-01 | 239.851213608821 |
| 2009-07-01 | 241.103460939442 |
| 2009-08-01 | 240.262305601367 |
| 2009-09-01 | 240.053690977237 |
| 2009-10-01 | 239.988335141388 |
| 2009-11-01 | 240.345149170538 |
| 2009-12-01 | 241.225957266484 |
| 2010-01-01 | 241.390797751363 |
| 2010-02-01 | 240.093685869219 |
| 2010-03-01 | 241.198271947546 |
| 2010-04-01 | 241.482343622117 |
| 2010-05-01 | 241.962444952840 |
| 2010-06-01 | 243.439688726867 |
| 2010-07-01 | 244.509573479841 |
| 2010-08-01 | 244.022923197220 |
| 2010-09-01 | 243.919136477156 |
| 2010-10-01 | 244.463617907091 |
| 2010-11-01 | 243.466725025853 |
| 2010-12-01 | 244.379666535764 |
| 2011-01-01 | 245.515703242450 |
| 2011-02-01 | 245.164000791609 |
| 2011-03-01 | 245.486444158212 |
| 2011-04-01 | 245.421056470862 |
| 2011-05-01 | 245.893492708086 |
| 2011-06-01 | 247.914247498758 |
| 2011-07-01 | 246.910771697732 |
| 2011-08-01 | 247.415038687808 |
| 2011-09-01 | 247.537088293685 |
| 2011-10-01 | 247.470432065591 |
| 2011-11-01 | 247.716977561850 |
| 2011-12-01 | 248.133694194262 |
| 2012-01-01 | 247.506648363602 |
| 2012-02-01 | 248.442537198100 |
| 2012-03-01 | 249.578495475613 |
| 2012-04-01 | 248.443719665056 |
| 2012-05-01 | 248.227555216091 |
| 2012-06-01 | 247.448891591106 |
| 2012-07-01 | 247.269645989156 |
| 2012-08-01 | 246.771108404253 |
| 2012-09-01 | 247.280610206146 |
| 2012-10-01 | 247.897627928086 |
| 2012-11-01 | 247.853121871591 |
| 2012-12-01 | 247.397740002814 |
| 2013-01-01 | 247.343008748188 |
| 2013-02-01 | 247.928630121154 |
| 2013-03-01 | 247.750626307518 |
| 2013-04-01 | 247.446472134887 |
| 2013-05-01 | 245.932403294240 |
| 2013-06-01 | 247.412488207419 |
| 2013-07-01 | 247.025668853947 |
| 2013-08-01 | 246.229199807632 |
| 2013-09-01 | 247.001724277731 |
| 2013-10-01 | 246.906346715459 |
| 2013-11-01 | 247.236717985408 |
| 2013-12-01 | 247.624500419917 |
| 2014-01-01 | 247.661683374936 |
| 2014-02-01 | 246.946490782373 |
| 2014-03-01 | 247.626195402723 |
| 2014-04-01 | 247.581866079164 |
| 2014-05-01 | 247.721295543400 |
| 2014-06-01 | 248.266538919549 |
| 2014-07-01 | 248.073540521829 |
| 2014-08-01 | 246.745292597143 |
| 2014-09-01 | 247.642177692647 |
| 2014-10-01 | 247.758170606124 |
| 2014-11-01 | 247.747713796800 |
| 2014-12-01 | 247.639675860143 |
| 2015-01-01 | 246.793723360581 |
| 2015-02-01 | 245.380416167367 |
| 2015-03-01 | 245.680589735656 |
| 2015-04-01 | 246.058158108304 |
| 2015-05-01 | 245.994807798466 |
| 2015-06-01 | 245.759677989843 |
| 2015-07-01 | 246.259090727866 |
| 2015-08-01 | 246.667188836521 |
| 2015-09-01 | 246.785809652197 |
| 2015-10-01 | 247.252779521113 |
| 2015-11-01 | 247.386127904906 |
| 2015-12-01 | 247.000864431258 |
| 2016-01-01 | 248.051114976782 |
| 2016-02-01 | 248.581501804105 |
| 2016-03-01 | 248.761304958535 |
| 2016-04-01 | 249.654443805475 |
| 2016-05-01 | 249.764586479641 |
| 2016-06-01 | 249.210579847207 |
| 2016-07-01 | 250.489998988142 |
| 2016-08-01 | 250.905632597039 |
| 2016-09-01 | 251.666756624372 |
| 2016-10-01 | 251.441166895382 |
| 2016-11-01 | 252.039055404167 |
| 2016-12-01 | 252.207904238828 |
| 2017-01-01 | 252.991729517522 |
| 2017-02-01 | 253.612901612715 |
| 2017-03-01 | 254.407971668824 |
| 2017-04-01 | 254.554130569232 |
| 2017-05-01 | 255.598797602347 |
| 2017-06-01 | 255.265206811148 |
| 2017-07-01 | 256.402279564722 |
| 2017-08-01 | 256.414378337726 |
| 2017-09-01 | 258.024122165653 |
| 2017-10-01 | 258.761073763419 |
| 2017-11-01 | 259.241324226819 |
| 2017-12-01 | 260.413830744084 |
| 2018-01-01 | 261.214855450928 |
| 2018-02-01 | 261.958444435081 |
| 2018-03-01 | 262.435143547347 |
| 2018-04-01 | 262.842885336592 |
| 2018-05-01 | 263.163464206025 |
| 2018-06-01 | 262.843565528053 |
| 2018-07-01 | 263.652348917861 |
| 2018-08-01 | 264.339454854660 |
| 2018-09-01 | 264.475295817840 |
| 2018-10-01 | 265.709318155977 |
| 2018-11-01 | 266.005845016001 |
| 2018-12-01 | 266.232180477886 |
| 2019-01-01 | 266.349905309512 |
| 2019-02-01 | 266.301688462704 |
| 2019-03-01 | 266.457891556225 |
| 2019-04-01 | 266.313014837662 |
| 2019-05-01 | 265.671812083874 |
| 2019-06-01 | 265.704241678177 |
| 2019-07-01 | 265.493101634546 |
| 2019-08-01 | 265.942353766116 |
| 2019-09-01 | 265.511425599478 |
| 2019-10-01 | 265.331146808901 |
| 2019-11-01 | 265.515149765603 |
| 2019-12-01 | 265.708905120026 |
| 2020-01-01 | 264.212832179556 |
| 2020-02-01 | 264.635931097266 |
| 2020-03-01 | 263.411209818342 |
| 2020-04-01 | 234.098086725904 |
| 2020-05-01 | 239.314453191139 |
| 2020-06-01 | 248.229039194262 |
| 2020-07-01 | 248.477748835672 |
| 2020-08-01 | 250.520696548558 |
| 2020-09-01 | 247.962944177911 |
| 2020-10-01 | 247.068763244397 |
| 2020-11-01 | 244.800511098279 |
| 2020-12-01 | 241.915655854567 |
| 2021-01-01 | 241.559840773362 |
| 2021-02-01 | 242.452171559990 |
| 2021-03-01 | 244.003756063536 |
| 2021-04-01 | 244.323511903184 |
| 2021-05-01 | 244.959609563302 |
| 2021-06-01 | 244.739439113808 |
| 2021-07-01 | 244.334763450802 |
| 2021-08-01 | 244.157232150625 |
| 2021-09-01 | 241.419522070089 |
| 2021-10-01 | 244.150313894866 |
| 2021-11-01 | 245.062975384324 |
| 2021-12-01 | 244.997519524141 |
| 2022-01-01 | 244.733390012009 |
| 2022-02-01 | 244.768286444223 |
| 2022-03-01 | 244.909968184404 |
| 2022-04-01 | 245.185941740006 |
| 2022-05-01 | 246.706397506392 |
| 2022-06-01 | 244.840418378540 |
| 2022-07-01 | 246.273343964814 |
| 2022-08-01 | 246.578490814614 |
| 2022-09-01 | 247.730274104134 |
| 2022-10-01 | 248.345417189070 |
| 2022-11-01 | 248.579639255717 |
| 2022-12-01 | 249.303050414979 |
| 2023-01-01 | 251.200264594108 |
| 2023-02-01 | 250.980967549318 |
| 2023-03-01 | 251.359014428505 |
| 2023-04-01 | 251.811829443338 |
| 2023-05-01 | 252.537407434247 |
| 2023-06-01 | 253.127575717831 |
| 2023-07-01 | 253.937478734876 |
| 2023-08-01 | 255.498869425237 |
| 2023-09-01 | 256.522382041735 |
| 2023-10-01 | 257.480204348491 |
| 2023-11-01 | 258.269665156163 |
| 2023-12-01 | 259.155529567494 |
| 2024-01-01 | 260.254831131069 |
| 2024-02-01 | 260.584142470168 |
| 2024-03-01 | 260.956659609744 |
| 2024-04-01 | 261.523465290082 |
| 2024-05-01 | 261.381080700326 |
| 2024-06-01 | 262.097899156409 |
| 2024-07-01 | 262.648170887967 |
| 2024-08-01 | 262.750727271286 |
| 2024-09-01 | 264.265344523081 |
| 2024-10-01 | 265.218365291531 |
| 2024-11-01 | 266.187695759804 |
| 2024-12-01 | 267.318315802142 |
| 2025-01-01 | 268.040621170417 |
| 2025-02-01 | 269.095568698231 |
| 2025-03-01 | 270.227645603644 |
| 2025-04-01 | 271.171888045696 |
| 2025-05-01 | 272.563985272966 |
| 2025-06-01 | 274.019992180113 |
| 2025-07-01 | 275.338148905645 |
| 2025-08-01 | 276.061964866059 |
| 2025-09-01 | 273.991823864651 |