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 2026-04-01 |
| Last Updated | 2026-05-26 2:51 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 | 162.589406835000 |
| 1990-02-01 | 162.750880273010 |
| 1990-03-01 | 162.842387429198 |
| 1990-04-01 | 163.523724671143 |
| 1990-05-01 | 163.849605308103 |
| 1990-06-01 | 164.359777879053 |
| 1990-07-01 | 164.415020235018 |
| 1990-08-01 | 164.352785434524 |
| 1990-09-01 | 164.583280561543 |
| 1990-10-01 | 168.043475236091 |
| 1990-11-01 | 168.368194686082 |
| 1990-12-01 | 168.459212080358 |
| 1991-01-01 | 167.437618203319 |
| 1991-02-01 | 168.249894347155 |
| 1991-03-01 | 168.703576629979 |
| 1991-04-01 | 169.152492706059 |
| 1991-05-01 | 169.635296232215 |
| 1991-06-01 | 169.822923011217 |
| 1991-07-01 | 170.114538193014 |
| 1991-08-01 | 170.645996769929 |
| 1991-09-01 | 171.283088346884 |
| 1991-10-01 | 171.573653082440 |
| 1991-11-01 | 172.044887589585 |
| 1991-12-01 | 172.748331509072 |
| 1992-01-01 | 173.300982700070 |
| 1992-02-01 | 173.318762368424 |
| 1992-03-01 | 173.911080725433 |
| 1992-04-01 | 175.675138884477 |
| 1992-05-01 | 176.418827599780 |
| 1992-06-01 | 176.837801330188 |
| 1992-07-01 | 177.161170556329 |
| 1992-08-01 | 176.857354321928 |
| 1992-09-01 | 177.618672548409 |
| 1992-10-01 | 178.880688838704 |
| 1992-11-01 | 178.519406402193 |
| 1992-12-01 | 178.535450735816 |
| 1993-01-01 | 181.384029964854 |
| 1993-02-01 | 181.567844763162 |
| 1993-03-01 | 181.598857798380 |
| 1993-04-01 | 181.113400526468 |
| 1993-05-01 | 180.851809994522 |
| 1993-06-01 | 181.674009604836 |
| 1993-07-01 | 182.508745732503 |
| 1993-08-01 | 183.061130412615 |
| 1993-09-01 | 183.543253098130 |
| 1993-10-01 | 184.380102344964 |
| 1993-11-01 | 184.219155952331 |
| 1993-12-01 | 184.332040097876 |
| 1994-01-01 | 184.517374959896 |
| 1994-02-01 | 184.922185795336 |
| 1994-03-01 | 185.061610424210 |
| 1994-04-01 | 185.701661716578 |
| 1994-05-01 | 185.735411734822 |
| 1994-06-01 | 186.270452552211 |
| 1994-07-01 | 186.892150634299 |
| 1994-08-01 | 188.004209128369 |
| 1994-09-01 | 188.254198960253 |
| 1994-10-01 | 185.714047407972 |
| 1994-11-01 | 186.176321409615 |
| 1994-12-01 | 186.785931930547 |
| 1995-01-01 | 186.969523534757 |
| 1995-02-01 | 187.229366622022 |
| 1995-03-01 | 187.924379153953 |
| 1995-04-01 | 187.457611325021 |
| 1995-05-01 | 187.793843688649 |
| 1995-06-01 | 188.219870309831 |
| 1995-07-01 | 187.149327668605 |
| 1995-08-01 | 187.949733724623 |
| 1995-09-01 | 188.389883825730 |
| 1995-10-01 | 187.836428381682 |
| 1995-11-01 | 188.431777550854 |
| 1995-12-01 | 189.003359859805 |
| 1996-01-01 | 189.609443054613 |
| 1996-02-01 | 189.834138817082 |
| 1996-03-01 | 189.956045151308 |
| 1996-04-01 | 190.688674190781 |
| 1996-05-01 | 189.979825918541 |
| 1996-06-01 | 189.660312507523 |
| 1996-07-01 | 189.240146013516 |
| 1996-08-01 | 189.438957510577 |
| 1996-09-01 | 189.447709139273 |
| 1996-10-01 | 190.271701132624 |
| 1996-11-01 | 190.309473502383 |
| 1996-12-01 | 190.291042578075 |
| 1997-01-01 | 190.311492017652 |
| 1997-02-01 | 190.985191107302 |
| 1997-03-01 | 191.423410596814 |
| 1997-04-01 | 191.088432525342 |
| 1997-05-01 | 190.890857897035 |
| 1997-06-01 | 190.677517131931 |
| 1997-07-01 | 192.445115521968 |
| 1997-08-01 | 193.440053139301 |
| 1997-09-01 | 194.145469590698 |
| 1997-10-01 | 194.441527050640 |
| 1997-11-01 | 195.044430511625 |
| 1997-12-01 | 195.631682989968 |
| 1998-01-01 | 196.090068230652 |
| 1998-02-01 | 196.131341335450 |
| 1998-03-01 | 196.252489217284 |
| 1998-04-01 | 196.881269055200 |
| 1998-05-01 | 197.661662613725 |
| 1998-06-01 | 197.688675171177 |
| 1998-07-01 | 198.338399202226 |
| 1998-08-01 | 197.956301470296 |
| 1998-09-01 | 198.109234132456 |
| 1998-10-01 | 198.875417763653 |
| 1998-11-01 | 199.126361986992 |
| 1998-12-01 | 199.652021627875 |
| 1999-01-01 | 197.151533980905 |
| 1999-02-01 | 198.159902390151 |
| 1999-03-01 | 199.607716196243 |
| 1999-04-01 | 200.389106347971 |
| 1999-05-01 | 200.720437351260 |
| 1999-06-01 | 200.907857836161 |
| 1999-07-01 | 200.515263211558 |
| 1999-08-01 | 201.153015866904 |
| 1999-09-01 | 200.779873323027 |
| 1999-10-01 | 200.695170159333 |
| 1999-11-01 | 201.260639771020 |
| 1999-12-01 | 200.773567127701 |
| 2000-01-01 | 201.978892521299 |
| 2000-02-01 | 202.358479522911 |
| 2000-03-01 | 202.006478676676 |
| 2000-04-01 | 202.705084176285 |
| 2000-05-01 | 202.664964690078 |
| 2000-06-01 | 202.238217293383 |
| 2000-07-01 | 203.939084856070 |
| 2000-08-01 | 204.340036785091 |
| 2000-09-01 | 205.294160819959 |
| 2000-10-01 | 205.933494433558 |
| 2000-11-01 | 206.342872780083 |
| 2000-12-01 | 206.175429528815 |
| 2001-01-01 | 206.233377715709 |
| 2001-02-01 | 206.574617409477 |
| 2001-03-01 | 207.024300309986 |
| 2001-04-01 | 207.027244499050 |
| 2001-05-01 | 205.678132423836 |
| 2001-06-01 | 208.019180428924 |
| 2001-07-01 | 208.640597943751 |
| 2001-08-01 | 208.533999925086 |
| 2001-09-01 | 208.746073595258 |
| 2001-10-01 | 207.191739024148 |
| 2001-11-01 | 208.076432235254 |
| 2001-12-01 | 208.738032774050 |
| 2002-01-01 | 212.659078376212 |
| 2002-02-01 | 212.797629184088 |
| 2002-03-01 | 213.261165189884 |
| 2002-04-01 | 212.645996525511 |
| 2002-05-01 | 213.217765247396 |
| 2002-06-01 | 213.425450324658 |
| 2002-07-01 | 212.898615769436 |
| 2002-08-01 | 213.571710636759 |
| 2002-09-01 | 213.647276434522 |
| 2002-10-01 | 213.363072686271 |
| 2002-11-01 | 213.234059455548 |
| 2002-12-01 | 209.594365408514 |
| 2003-01-01 | 217.920082551059 |
| 2003-02-01 | 217.664322861083 |
| 2003-03-01 | 217.438453739610 |
| 2003-04-01 | 217.017742909586 |
| 2003-05-01 | 217.025676911799 |
| 2003-06-01 | 217.729919306596 |
| 2003-07-01 | 216.777175285546 |
| 2003-08-01 | 216.759847899297 |
| 2003-09-01 | 216.928746346742 |
| 2003-10-01 | 217.943636767147 |
| 2003-11-01 | 218.130122727490 |
| 2003-12-01 | 218.041865152425 |
| 2004-01-01 | 218.395247075481 |
| 2004-02-01 | 218.087259126034 |
| 2004-03-01 | 218.627204326215 |
| 2004-04-01 | 219.385357517846 |
| 2004-05-01 | 219.637492211721 |
| 2004-06-01 | 220.428910090085 |
| 2004-07-01 | 220.870459601807 |
| 2004-08-01 | 220.351203811161 |
| 2004-09-01 | 220.650321378389 |
| 2004-10-01 | 221.124716442817 |
| 2004-11-01 | 221.829446054551 |
| 2004-12-01 | 221.932434107601 |
| 2005-01-01 | 224.058203095493 |
| 2005-02-01 | 223.947063296219 |
| 2005-03-01 | 224.022611275529 |
| 2005-04-01 | 224.806867827878 |
| 2005-05-01 | 224.290458693179 |
| 2005-06-01 | 225.634865826600 |
| 2005-07-01 | 226.487731880586 |
| 2005-08-01 | 226.963897704285 |
| 2005-09-01 | 226.913574741038 |
| 2005-10-01 | 226.958930511916 |
| 2005-11-01 | 227.377238669263 |
| 2005-12-01 | 228.275280308557 |
| 2006-01-01 | 228.081928216225 |
| 2006-02-01 | 228.620780471652 |
| 2006-03-01 | 228.777042198307 |
| 2006-04-01 | 228.768862443499 |
| 2006-05-01 | 228.887726431221 |
| 2006-06-01 | 228.862118978975 |
| 2006-07-01 | 229.141697883227 |
| 2006-08-01 | 229.469270844178 |
| 2006-09-01 | 230.337024375862 |
| 2006-10-01 | 230.108929148134 |
| 2006-11-01 | 230.352734811524 |
| 2006-12-01 | 230.725654867144 |
| 2007-01-01 | 229.732432231938 |
| 2007-02-01 | 230.691761633261 |
| 2007-03-01 | 231.579381830209 |
| 2007-04-01 | 231.537225245319 |
| 2007-05-01 | 232.221813424708 |
| 2007-06-01 | 232.769732958697 |
| 2007-07-01 | 233.153299818187 |
| 2007-08-01 | 233.407892004926 |
| 2007-09-01 | 233.575749960604 |
| 2007-10-01 | 234.889613348076 |
| 2007-11-01 | 234.376240241212 |
| 2007-12-01 | 234.459844192838 |
| 2008-01-01 | 233.690373701533 |
| 2008-02-01 | 235.586857749618 |
| 2008-03-01 | 235.605767074326 |
| 2008-04-01 | 236.290167299311 |
| 2008-05-01 | 236.422403421657 |
| 2008-06-01 | 236.227899517687 |
| 2008-07-01 | 236.643347913849 |
| 2008-08-01 | 237.371662363759 |
| 2008-09-01 | 238.035260951786 |
| 2008-10-01 | 238.284896048909 |
| 2008-11-01 | 238.584343093575 |
| 2008-12-01 | 238.283750311318 |
| 2009-01-01 | 238.257161023947 |
| 2009-02-01 | 238.171422064329 |
| 2009-03-01 | 238.450651522719 |
| 2009-04-01 | 239.108266804022 |
| 2009-05-01 | 239.797867794963 |
| 2009-06-01 | 239.851224063910 |
| 2009-07-01 | 241.103465437402 |
| 2009-08-01 | 240.262320911607 |
| 2009-09-01 | 240.053708307448 |
| 2009-10-01 | 239.988360596714 |
| 2009-11-01 | 240.345140652229 |
| 2009-12-01 | 241.225942960576 |
| 2010-01-01 | 241.390757430919 |
| 2010-02-01 | 240.093677723509 |
| 2010-03-01 | 241.198269881687 |
| 2010-04-01 | 241.482356804482 |
| 2010-05-01 | 241.962462192547 |
| 2010-06-01 | 243.439690211835 |
| 2010-07-01 | 244.509570351597 |
| 2010-08-01 | 244.022925385935 |
| 2010-09-01 | 243.919140558273 |
| 2010-10-01 | 244.463623360427 |
| 2010-11-01 | 243.466714174241 |
| 2010-12-01 | 244.379655666103 |
| 2011-01-01 | 245.515710203472 |
| 2011-02-01 | 245.163993183756 |
| 2011-03-01 | 245.486431789330 |
| 2011-04-01 | 245.421060709704 |
| 2011-05-01 | 245.893538226253 |
| 2011-06-01 | 247.914233966458 |
| 2011-07-01 | 246.910765055961 |
| 2011-08-01 | 247.415038862113 |
| 2011-09-01 | 247.537090431199 |
| 2011-10-01 | 247.470436660308 |
| 2011-11-01 | 247.716967203849 |
| 2011-12-01 | 248.133674421740 |
| 2012-01-01 | 247.506652649309 |
| 2012-02-01 | 248.442520270147 |
| 2012-03-01 | 249.578470734596 |
| 2012-04-01 | 248.443716514736 |
| 2012-05-01 | 248.227637938975 |
| 2012-06-01 | 247.448895717976 |
| 2012-07-01 | 247.269668140725 |
| 2012-08-01 | 246.771068081743 |
| 2012-09-01 | 247.280659341887 |
| 2012-10-01 | 247.897650467172 |
| 2012-11-01 | 247.853095418525 |
| 2012-12-01 | 247.397678046131 |
| 2013-01-01 | 247.342964670614 |
| 2013-02-01 | 247.928464810689 |
| 2013-03-01 | 247.750607927580 |
| 2013-04-01 | 247.446527756710 |
| 2013-05-01 | 245.932611748668 |
| 2013-06-01 | 247.412593320873 |
| 2013-07-01 | 247.025760643100 |
| 2013-08-01 | 246.229106366948 |
| 2013-09-01 | 247.001820943431 |
| 2013-10-01 | 246.906451259945 |
| 2013-11-01 | 247.236771019383 |
| 2013-12-01 | 247.624050542593 |
| 2014-01-01 | 247.661492611890 |
| 2014-02-01 | 246.945929113152 |
| 2014-03-01 | 247.625994614206 |
| 2014-04-01 | 247.582093338922 |
| 2014-05-01 | 247.721967592090 |
| 2014-06-01 | 248.267334531067 |
| 2014-07-01 | 248.073946713086 |
| 2014-08-01 | 246.745099678665 |
| 2014-09-01 | 247.642106523829 |
| 2014-10-01 | 247.758188835583 |
| 2014-11-01 | 247.747810922983 |
| 2014-12-01 | 247.638684191483 |
| 2015-01-01 | 246.793044366022 |
| 2015-02-01 | 245.379096905372 |
| 2015-03-01 | 245.679884213435 |
| 2015-04-01 | 246.058215453346 |
| 2015-05-01 | 245.995791195113 |
| 2015-06-01 | 245.763860387067 |
| 2015-07-01 | 246.260432411329 |
| 2015-08-01 | 246.665176168778 |
| 2015-09-01 | 246.786398716594 |
| 2015-10-01 | 247.253310941227 |
| 2015-11-01 | 247.386442202900 |
| 2015-12-01 | 246.998675945676 |
| 2016-01-01 | 248.048664561772 |
| 2016-02-01 | 248.578528478241 |
| 2016-03-01 | 248.758857794296 |
| 2016-04-01 | 249.652529496488 |
| 2016-05-01 | 249.763444996903 |
| 2016-06-01 | 249.228026114981 |
| 2016-07-01 | 250.490931530777 |
| 2016-08-01 | 250.901914793532 |
| 2016-09-01 | 251.669461196926 |
| 2016-10-01 | 251.443232319908 |
| 2016-11-01 | 252.038699468093 |
| 2016-12-01 | 252.203092193220 |
| 2017-01-01 | 252.984820590277 |
| 2017-02-01 | 253.605701232910 |
| 2017-03-01 | 254.402253966273 |
| 2017-04-01 | 254.550010669723 |
| 2017-05-01 | 255.596299475595 |
| 2017-06-01 | 255.297652159761 |
| 2017-07-01 | 256.405382316604 |
| 2017-08-01 | 256.412298019456 |
| 2017-09-01 | 258.031451632736 |
| 2017-10-01 | 258.766685020431 |
| 2017-11-01 | 259.242452090034 |
| 2017-12-01 | 260.408935491264 |
| 2018-01-01 | 261.181939728666 |
| 2018-02-01 | 261.947414721815 |
| 2018-03-01 | 262.424227705913 |
| 2018-04-01 | 262.835778765991 |
| 2018-05-01 | 263.163864413582 |
| 2018-06-01 | 262.896045826504 |
| 2018-07-01 | 263.662514361889 |
| 2018-08-01 | 264.346741308552 |
| 2018-09-01 | 264.487674722932 |
| 2018-10-01 | 265.719800673645 |
| 2018-11-01 | 266.005783575456 |
| 2018-12-01 | 266.224330590414 |
| 2019-01-01 | 266.273361071038 |
| 2019-02-01 | 266.281789626597 |
| 2019-03-01 | 266.443584076269 |
| 2019-04-01 | 266.310537051563 |
| 2019-05-01 | 265.688761333748 |
| 2019-06-01 | 265.765984243169 |
| 2019-07-01 | 265.522733723113 |
| 2019-08-01 | 265.964896796410 |
| 2019-09-01 | 265.518174013878 |
| 2019-10-01 | 265.346111076280 |
| 2019-11-01 | 265.513351757980 |
| 2019-12-01 | 265.691637713154 |
| 2020-01-01 | 264.086911049137 |
| 2020-02-01 | 264.607170042583 |
| 2020-03-01 | 263.392193841966 |
| 2020-04-01 | 234.089874976817 |
| 2020-05-01 | 239.352871330121 |
| 2020-06-01 | 248.361538014038 |
| 2020-07-01 | 248.500042134144 |
| 2020-08-01 | 250.542661994548 |
| 2020-09-01 | 247.956949631907 |
| 2020-10-01 | 247.080962826705 |
| 2020-11-01 | 244.791130726371 |
| 2020-12-01 | 241.890237941723 |
| 2021-01-01 | 241.371722253082 |
| 2021-02-01 | 242.415560336982 |
| 2021-03-01 | 243.984660062557 |
| 2021-04-01 | 244.321844577054 |
| 2021-05-01 | 245.044296835104 |
| 2021-06-01 | 244.968103931644 |
| 2021-07-01 | 244.371620111168 |
| 2021-08-01 | 244.182273698583 |
| 2021-09-01 | 241.394830392436 |
| 2021-10-01 | 244.141432827692 |
| 2021-11-01 | 245.026328415915 |
| 2021-12-01 | 244.934653404915 |
| 2022-01-01 | 244.459344188579 |
| 2022-02-01 | 244.694018501994 |
| 2022-03-01 | 244.874695268663 |
| 2022-04-01 | 245.192902445896 |
| 2022-05-01 | 246.871298589056 |
| 2022-06-01 | 245.245450300095 |
| 2022-07-01 | 246.403777425327 |
| 2022-08-01 | 246.582198656891 |
| 2022-09-01 | 247.680118835505 |
| 2022-10-01 | 248.309788676253 |
| 2022-11-01 | 248.472883313915 |
| 2022-12-01 | 249.175378211631 |
| 2023-01-01 | 250.762569412705 |
| 2023-02-01 | 250.826863186317 |
| 2023-03-01 | 251.270758458914 |
| 2023-04-01 | 251.818217031703 |
| 2023-05-01 | 252.860241864706 |
| 2023-06-01 | 253.749821597972 |
| 2023-07-01 | 254.376173520933 |
| 2023-08-01 | 255.511524982915 |
| 2023-09-01 | 256.401759311952 |
| 2023-10-01 | 257.398971941829 |
| 2023-11-01 | 258.017543305968 |
| 2023-12-01 | 258.874813719891 |
| 2024-01-01 | 259.646577206062 |
| 2024-02-01 | 260.319950765749 |
| 2024-03-01 | 260.747179609685 |
| 2024-04-01 | 261.610733165493 |
| 2024-05-01 | 262.004314211462 |
| 2024-06-01 | 263.102638873048 |
| 2024-07-01 | 263.772850955587 |
| 2024-08-01 | 263.203139831936 |
| 2024-09-01 | 264.977073985643 |
| 2024-10-01 | 265.513056272718 |
| 2024-11-01 | 266.090815016153 |
| 2024-12-01 | 266.556872640597 |
| 2025-01-01 | 266.781600475094 |
| 2025-02-01 | 267.940745071985 |
| 2025-03-01 | 267.593957833200 |
| 2025-04-01 | 267.739939717450 |
| 2025-05-01 | 267.655594728516 |
| 2025-06-01 | 268.006983914558 |
| 2025-07-01 | 267.392680892015 |
| 2025-08-01 | 268.971770634656 |
| 2025-09-01 | 269.231195794877 |
| 2025-10-01 | 269.214866136079 |
| 2025-11-01 | 269.795903105833 |
| 2025-12-01 | 270.918358080605 |
| 2026-01-01 | 271.524730079318 |
| 2026-02-01 | 269.643432999160 |
| 2026-03-01 | 271.020299390055 |
| 2026-04-01 | 271.084309014258 |