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 2026-06-01 |
| Last Updated | 2026-07-22 9:34 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 | 162.589068548984 |
| 1990-02-01 | 162.750607611349 |
| 1990-03-01 | 162.842156217942 |
| 1990-04-01 | 163.523400236399 |
| 1990-05-01 | 163.849324432245 |
| 1990-06-01 | 164.359504224740 |
| 1990-07-01 | 164.414708800980 |
| 1990-08-01 | 164.352402283547 |
| 1990-09-01 | 164.582769896000 |
| 1990-10-01 | 168.044728573180 |
| 1990-11-01 | 168.369170661063 |
| 1990-12-01 | 168.460049786753 |
| 1991-01-01 | 167.437161834996 |
| 1991-02-01 | 168.249552825777 |
| 1991-03-01 | 168.703298300811 |
| 1991-04-01 | 169.152142053584 |
| 1991-05-01 | 169.635003640847 |
| 1991-06-01 | 169.822634072639 |
| 1991-07-01 | 170.114228895803 |
| 1991-08-01 | 170.645695204528 |
| 1991-09-01 | 171.282783187051 |
| 1991-10-01 | 171.574809578012 |
| 1991-11-01 | 172.045813109285 |
| 1991-12-01 | 172.749285113960 |
| 1992-01-01 | 173.300434944780 |
| 1992-02-01 | 173.318311070466 |
| 1992-03-01 | 173.910747559732 |
| 1992-04-01 | 175.674768761894 |
| 1992-05-01 | 176.418522897533 |
| 1992-06-01 | 176.837511447588 |
| 1992-07-01 | 177.160888528123 |
| 1992-08-01 | 176.857124499856 |
| 1992-09-01 | 177.618460278622 |
| 1992-10-01 | 178.881871148013 |
| 1992-11-01 | 178.520292770028 |
| 1992-12-01 | 178.536502074991 |
| 1993-01-01 | 181.383333583168 |
| 1993-02-01 | 181.567333129805 |
| 1993-03-01 | 181.598479114574 |
| 1993-04-01 | 181.113041077178 |
| 1993-05-01 | 180.851516836138 |
| 1993-06-01 | 181.673760459580 |
| 1993-07-01 | 182.508531783136 |
| 1993-08-01 | 183.060916184915 |
| 1993-09-01 | 183.543049355966 |
| 1993-10-01 | 184.381356787152 |
| 1993-11-01 | 184.219852338676 |
| 1993-12-01 | 184.332805273731 |
| 1994-01-01 | 184.516938245121 |
| 1994-02-01 | 184.921780060533 |
| 1994-03-01 | 185.061256451977 |
| 1994-04-01 | 185.701333830896 |
| 1994-05-01 | 185.735154924462 |
| 1994-06-01 | 186.270240223321 |
| 1994-07-01 | 186.892002317860 |
| 1994-08-01 | 188.003937421302 |
| 1994-09-01 | 188.253800688420 |
| 1994-10-01 | 185.715363849823 |
| 1994-11-01 | 186.176860725372 |
| 1994-12-01 | 186.786397326296 |
| 1995-01-01 | 186.969308272357 |
| 1995-02-01 | 187.229129204094 |
| 1995-03-01 | 187.924086083211 |
| 1995-04-01 | 187.457319392353 |
| 1995-05-01 | 187.793636482604 |
| 1995-06-01 | 188.219690275935 |
| 1995-07-01 | 187.149241815723 |
| 1995-08-01 | 187.949485551639 |
| 1995-09-01 | 188.389565893764 |
| 1995-10-01 | 187.837536306104 |
| 1995-11-01 | 188.432075036874 |
| 1995-12-01 | 189.003521755357 |
| 1996-01-01 | 189.609453952925 |
| 1996-02-01 | 189.834026886528 |
| 1996-03-01 | 189.955840542214 |
| 1996-04-01 | 190.688420386012 |
| 1996-05-01 | 189.979674851863 |
| 1996-06-01 | 189.660151898304 |
| 1996-07-01 | 189.240095838522 |
| 1996-08-01 | 189.438811681621 |
| 1996-09-01 | 189.447571373006 |
| 1996-10-01 | 190.272389818087 |
| 1996-11-01 | 190.309717990638 |
| 1996-12-01 | 190.291245918040 |
| 1997-01-01 | 190.311391100054 |
| 1997-02-01 | 190.985053830455 |
| 1997-03-01 | 191.423251328491 |
| 1997-04-01 | 191.088251425128 |
| 1997-05-01 | 190.890735053213 |
| 1997-06-01 | 190.677402842301 |
| 1997-07-01 | 192.445107968015 |
| 1997-08-01 | 193.440037519578 |
| 1997-09-01 | 194.145523992847 |
| 1997-10-01 | 194.441876674472 |
| 1997-11-01 | 195.044637269393 |
| 1997-12-01 | 195.631908974233 |
| 1998-01-01 | 196.089859940917 |
| 1998-02-01 | 196.131169106263 |
| 1998-03-01 | 196.252347944005 |
| 1998-04-01 | 196.881157914870 |
| 1998-05-01 | 197.661556458701 |
| 1998-06-01 | 197.688630435336 |
| 1998-07-01 | 198.338417974187 |
| 1998-08-01 | 197.956359569226 |
| 1998-09-01 | 198.109322064436 |
| 1998-10-01 | 198.875531464218 |
| 1998-11-01 | 199.126562491826 |
| 1998-12-01 | 199.652284561318 |
| 1999-01-01 | 197.151245704974 |
| 1999-02-01 | 198.159753475351 |
| 1999-03-01 | 199.607655206908 |
| 1999-04-01 | 200.389151524512 |
| 1999-05-01 | 200.720150511801 |
| 1999-06-01 | 200.907966141008 |
| 1999-07-01 | 200.515341621923 |
| 1999-08-01 | 201.153065600333 |
| 1999-09-01 | 200.779921075724 |
| 1999-10-01 | 200.695169149121 |
| 1999-11-01 | 201.260625589743 |
| 1999-12-01 | 200.773493333761 |
| 2000-01-01 | 201.978895400244 |
| 2000-02-01 | 202.358538336961 |
| 2000-03-01 | 202.006571828429 |
| 2000-04-01 | 202.705293358210 |
| 2000-05-01 | 202.664517409410 |
| 2000-06-01 | 202.238439246418 |
| 2000-07-01 | 203.939208748359 |
| 2000-08-01 | 204.340018923925 |
| 2000-09-01 | 205.294128503343 |
| 2000-10-01 | 205.933331336181 |
| 2000-11-01 | 206.342549883678 |
| 2000-12-01 | 206.174952824384 |
| 2001-01-01 | 206.233797369234 |
| 2001-02-01 | 206.574954993210 |
| 2001-03-01 | 207.024600921090 |
| 2001-04-01 | 207.027645895276 |
| 2001-05-01 | 205.677523697285 |
| 2001-06-01 | 208.019479862749 |
| 2001-07-01 | 208.640736428489 |
| 2001-08-01 | 208.533883743848 |
| 2001-09-01 | 208.746002685244 |
| 2001-10-01 | 207.191455261226 |
| 2001-11-01 | 208.075833016317 |
| 2001-12-01 | 208.737147978677 |
| 2002-01-01 | 212.659928232860 |
| 2002-02-01 | 212.798207500729 |
| 2002-03-01 | 213.261568286321 |
| 2002-04-01 | 212.646428203488 |
| 2002-05-01 | 213.217371030893 |
| 2002-06-01 | 213.425639033273 |
| 2002-07-01 | 212.898680464791 |
| 2002-08-01 | 213.571531409730 |
| 2002-09-01 | 213.647165959712 |
| 2002-10-01 | 213.362723769387 |
| 2002-11-01 | 213.233443306215 |
| 2002-12-01 | 209.593445049341 |
| 2003-01-01 | 217.920966827869 |
| 2003-02-01 | 217.664927846052 |
| 2003-03-01 | 217.438870083056 |
| 2003-04-01 | 217.018104884814 |
| 2003-05-01 | 217.025503508305 |
| 2003-06-01 | 217.730024954976 |
| 2003-07-01 | 216.777140767310 |
| 2003-08-01 | 216.759659239266 |
| 2003-09-01 | 216.928664416367 |
| 2003-10-01 | 217.943334975820 |
| 2003-11-01 | 218.129690210398 |
| 2003-12-01 | 218.041117399398 |
| 2004-01-01 | 218.395870643965 |
| 2004-02-01 | 218.087700233998 |
| 2004-03-01 | 218.627520255617 |
| 2004-04-01 | 219.385584835842 |
| 2004-05-01 | 219.637531529611 |
| 2004-06-01 | 220.428923550378 |
| 2004-07-01 | 220.870391510962 |
| 2004-08-01 | 220.351075044987 |
| 2004-09-01 | 220.650227171104 |
| 2004-10-01 | 221.124541130574 |
| 2004-11-01 | 221.829271204874 |
| 2004-12-01 | 221.931915058327 |
| 2005-01-01 | 224.058569027637 |
| 2005-02-01 | 223.947303516262 |
| 2005-03-01 | 224.022811361084 |
| 2005-04-01 | 224.806997100730 |
| 2005-05-01 | 224.290494880297 |
| 2005-06-01 | 225.634883306439 |
| 2005-07-01 | 226.487679647219 |
| 2005-08-01 | 226.963836736480 |
| 2005-09-01 | 226.913491945121 |
| 2005-10-01 | 226.958858526156 |
| 2005-11-01 | 227.377190273073 |
| 2005-12-01 | 228.275013594220 |
| 2006-01-01 | 228.082101598823 |
| 2006-02-01 | 228.620866512453 |
| 2006-03-01 | 228.777133284202 |
| 2006-04-01 | 228.768930013474 |
| 2006-05-01 | 228.887748988327 |
| 2006-06-01 | 228.862122346506 |
| 2006-07-01 | 229.141689614830 |
| 2006-08-01 | 229.469262617913 |
| 2006-09-01 | 230.336926723927 |
| 2006-10-01 | 230.108918224349 |
| 2006-11-01 | 230.352729537957 |
| 2006-12-01 | 230.725518312725 |
| 2007-01-01 | 229.732560705354 |
| 2007-02-01 | 230.691782830059 |
| 2007-03-01 | 231.579407577187 |
| 2007-04-01 | 231.537247057662 |
| 2007-05-01 | 232.221822279335 |
| 2007-06-01 | 232.769734245597 |
| 2007-07-01 | 233.153296213867 |
| 2007-08-01 | 233.407893873397 |
| 2007-09-01 | 233.575689759794 |
| 2007-10-01 | 234.889599889959 |
| 2007-11-01 | 234.376231044094 |
| 2007-12-01 | 234.459830635256 |
| 2008-01-01 | 233.690438841744 |
| 2008-02-01 | 235.586857803381 |
| 2008-03-01 | 235.605773036562 |
| 2008-04-01 | 236.290172046830 |
| 2008-05-01 | 236.422403568942 |
| 2008-06-01 | 236.227897542144 |
| 2008-07-01 | 236.643346306571 |
| 2008-08-01 | 237.371661560053 |
| 2008-09-01 | 238.035227627536 |
| 2008-10-01 | 238.284886272708 |
| 2008-11-01 | 238.584341492809 |
| 2008-12-01 | 238.283749037692 |
| 2009-01-01 | 238.257204400787 |
| 2009-02-01 | 238.171424315305 |
| 2009-03-01 | 238.450652998555 |
| 2009-04-01 | 239.108265479174 |
| 2009-05-01 | 239.797864881989 |
| 2009-06-01 | 239.851220011253 |
| 2009-07-01 | 241.103461169692 |
| 2009-08-01 | 240.262315572705 |
| 2009-09-01 | 240.053702088041 |
| 2009-10-01 | 239.988351715637 |
| 2009-11-01 | 240.345140617324 |
| 2009-12-01 | 241.225946787359 |
| 2010-01-01 | 241.390774767898 |
| 2010-02-01 | 240.093682854118 |
| 2010-03-01 | 241.198271874451 |
| 2010-04-01 | 241.482356700288 |
| 2010-05-01 | 241.962460457438 |
| 2010-06-01 | 243.439687580062 |
| 2010-07-01 | 244.509565352101 |
| 2010-08-01 | 244.022920655126 |
| 2010-09-01 | 243.919134944195 |
| 2010-10-01 | 244.463618857779 |
| 2010-11-01 | 243.466713265007 |
| 2010-12-01 | 244.379656727704 |
| 2011-01-01 | 245.515715627121 |
| 2011-02-01 | 245.164009783995 |
| 2011-03-01 | 245.486434940881 |
| 2011-04-01 | 245.421063996753 |
| 2011-05-01 | 245.893538082266 |
| 2011-06-01 | 247.914233900216 |
| 2011-07-01 | 246.910761587546 |
| 2011-08-01 | 247.415012951578 |
| 2011-09-01 | 247.537084944500 |
| 2011-10-01 | 247.470432750043 |
| 2011-11-01 | 247.716966856817 |
| 2011-12-01 | 248.133676419518 |
| 2012-01-01 | 247.506660420647 |
| 2012-02-01 | 248.442551489092 |
| 2012-03-01 | 249.578476246355 |
| 2012-04-01 | 248.443722299625 |
| 2012-05-01 | 248.227637753190 |
| 2012-06-01 | 247.448897206391 |
| 2012-07-01 | 247.269666587178 |
| 2012-08-01 | 246.771002609876 |
| 2012-09-01 | 247.280649587220 |
| 2012-10-01 | 247.897645032586 |
| 2012-11-01 | 247.853097296450 |
| 2012-12-01 | 247.397685505990 |
| 2013-01-01 | 247.342977197148 |
| 2013-02-01 | 247.928547169860 |
| 2013-03-01 | 247.750619798928 |
| 2013-04-01 | 247.446535653351 |
| 2013-05-01 | 245.932605379705 |
| 2013-06-01 | 247.412578969313 |
| 2013-07-01 | 247.025737443782 |
| 2013-08-01 | 246.228986248422 |
| 2013-09-01 | 247.001799401589 |
| 2013-10-01 | 246.906434311819 |
| 2013-11-01 | 247.236761059112 |
| 2013-12-01 | 247.624148476729 |
| 2014-01-01 | 247.661514671318 |
| 2014-02-01 | 246.946062393479 |
| 2014-03-01 | 247.626040245545 |
| 2014-04-01 | 247.582113465064 |
| 2014-05-01 | 247.721935860363 |
| 2014-06-01 | 248.267248544942 |
| 2014-07-01 | 248.073851499428 |
| 2014-08-01 | 246.744931494697 |
| 2014-09-01 | 247.642061975649 |
| 2014-10-01 | 247.758167349631 |
| 2014-11-01 | 247.747798287085 |
| 2014-12-01 | 247.638894620431 |
| 2015-01-01 | 246.793101413033 |
| 2015-02-01 | 245.379303458336 |
| 2015-03-01 | 245.680009207647 |
| 2015-04-01 | 246.058321083226 |
| 2015-05-01 | 245.995854771593 |
| 2015-06-01 | 245.763367597626 |
| 2015-07-01 | 246.260419136404 |
| 2015-08-01 | 246.664704136704 |
| 2015-09-01 | 246.786332371943 |
| 2015-10-01 | 247.253219014065 |
| 2015-11-01 | 247.386379143246 |
| 2015-12-01 | 246.999024785391 |
| 2016-01-01 | 248.048900017673 |
| 2016-02-01 | 248.578965863160 |
| 2016-03-01 | 248.759308628038 |
| 2016-04-01 | 249.652944193121 |
| 2016-05-01 | 249.763738845441 |
| 2016-06-01 | 249.226682984174 |
| 2016-07-01 | 250.490878039341 |
| 2016-08-01 | 250.900900559367 |
| 2016-09-01 | 251.669081050124 |
| 2016-10-01 | 251.442836032961 |
| 2016-11-01 | 252.038547239580 |
| 2016-12-01 | 252.203573155514 |
| 2017-01-01 | 252.985599153825 |
| 2017-02-01 | 253.606869729954 |
| 2017-03-01 | 254.403496342200 |
| 2017-04-01 | 254.551011053649 |
| 2017-05-01 | 255.596859666138 |
| 2017-06-01 | 255.295255989335 |
| 2017-07-01 | 256.404859901731 |
| 2017-08-01 | 256.410182685908 |
| 2017-09-01 | 258.030412927248 |
| 2017-10-01 | 258.765595224518 |
| 2017-11-01 | 259.241619547823 |
| 2017-12-01 | 260.408918678285 |
| 2018-01-01 | 261.185895974434 |
| 2018-02-01 | 261.948981340278 |
| 2018-03-01 | 262.426383460638 |
| 2018-04-01 | 262.839255065197 |
| 2018-05-01 | 263.164958980518 |
| 2018-06-01 | 262.891268976739 |
| 2018-07-01 | 263.660121364559 |
| 2018-08-01 | 264.343504113199 |
| 2018-09-01 | 264.485152369098 |
| 2018-10-01 | 265.717612148040 |
| 2018-11-01 | 266.004157435271 |
| 2018-12-01 | 266.223694561181 |
| 2019-01-01 | 266.282935320523 |
| 2019-02-01 | 266.284406939386 |
| 2019-03-01 | 266.446403737954 |
| 2019-04-01 | 266.316066061918 |
| 2019-05-01 | 265.689875616421 |
| 2019-06-01 | 265.759177068274 |
| 2019-07-01 | 265.517862496581 |
| 2019-08-01 | 265.960113549193 |
| 2019-09-01 | 265.514082231677 |
| 2019-10-01 | 265.342547395410 |
| 2019-11-01 | 265.511214449686 |
| 2019-12-01 | 265.691340307859 |
| 2020-01-01 | 264.102820584572 |
| 2020-02-01 | 264.611057537362 |
| 2020-03-01 | 263.395041171309 |
| 2020-04-01 | 234.095577027497 |
| 2020-05-01 | 239.352980415936 |
| 2020-06-01 | 248.353483522746 |
| 2020-07-01 | 248.493445643672 |
| 2020-08-01 | 250.536862326064 |
| 2020-09-01 | 247.952524047847 |
| 2020-10-01 | 247.077163822669 |
| 2020-11-01 | 244.787994714446 |
| 2020-12-01 | 241.887179581535 |
| 2021-01-01 | 241.402628842680 |
| 2021-02-01 | 242.415851349660 |
| 2021-03-01 | 243.983977810853 |
| 2021-04-01 | 244.324034465967 |
| 2021-05-01 | 245.042679095105 |
| 2021-06-01 | 244.961760871739 |
| 2021-07-01 | 244.366035667586 |
| 2021-08-01 | 244.177502975570 |
| 2021-09-01 | 241.391157544521 |
| 2021-10-01 | 244.136037248067 |
| 2021-11-01 | 245.019201364978 |
| 2021-12-01 | 244.926123660390 |
| 2022-01-01 | 244.502510349005 |
| 2022-02-01 | 244.693271930085 |
| 2022-03-01 | 244.876981412262 |
| 2022-04-01 | 245.197249999538 |
| 2022-05-01 | 246.870206603294 |
| 2022-06-01 | 245.238457739534 |
| 2022-07-01 | 246.394188187002 |
| 2022-08-01 | 246.578225405425 |
| 2022-09-01 | 247.674147083370 |
| 2022-10-01 | 248.298412703236 |
| 2022-11-01 | 248.455502983851 |
| 2022-12-01 | 249.157160632625 |
| 2023-01-01 | 250.823167626517 |
| 2023-02-01 | 250.817293592714 |
| 2023-03-01 | 251.299577960464 |
| 2023-04-01 | 251.843612598688 |
| 2023-05-01 | 252.864104081441 |
| 2023-06-01 | 253.733264183668 |
| 2023-07-01 | 254.352406449749 |
| 2023-08-01 | 255.494650607342 |
| 2023-09-01 | 256.384026846534 |
| 2023-10-01 | 257.381015060182 |
| 2023-11-01 | 258.001726941250 |
| 2023-12-01 | 258.804884360222 |
| 2024-01-01 | 259.709259210750 |
| 2024-02-01 | 260.323801180142 |
| 2024-03-01 | 260.837638490600 |
| 2024-04-01 | 261.739771865390 |
| 2024-05-01 | 262.023337587319 |
| 2024-06-01 | 263.011857169194 |
| 2024-07-01 | 263.701600200810 |
| 2024-08-01 | 263.157813004436 |
| 2024-09-01 | 264.940311300383 |
| 2024-10-01 | 265.484396434807 |
| 2024-11-01 | 266.077159365217 |
| 2024-12-01 | 266.432855542768 |
| 2025-01-01 | 266.842650129552 |
| 2025-02-01 | 267.954106425767 |
| 2025-03-01 | 267.765446488575 |
| 2025-04-01 | 268.055998178260 |
| 2025-05-01 | 267.656224293278 |
| 2025-06-01 | 267.828472933041 |
| 2025-07-01 | 267.265365061560 |
| 2025-08-01 | 268.884667178336 |
| 2025-09-01 | 269.171974206948 |
| 2025-10-01 | 269.181065302590 |
| 2025-11-01 | 269.797480108744 |
| 2025-12-01 | 270.726428576407 |
| 2026-01-01 | 271.577217299835 |
| 2026-02-01 | 269.685059367043 |
| 2026-03-01 | 271.252832097590 |
| 2026-04-01 | 271.420665287719 |
| 2026-05-01 | 272.619809231792 |
| 2026-06-01 | 273.624411305695 |