Table Data - All Employees: Education and Health Services: Private Education and Health Services in Philadelphia, PA (MD)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Philadelphia, PA (MD) |
|---|---|
| Series ID | SMU42379646500000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 10:24 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 | 178.0924656167 |
| 1990-02-01 | 178.6107798063 |
| 1990-03-01 | 179.2270968325 |
| 1990-04-01 | 179.0475495424 |
| 1990-05-01 | 179.6653073560 |
| 1990-06-01 | 180.2664008568 |
| 1990-07-01 | 181.8688750034 |
| 1990-08-01 | 182.4832278334 |
| 1990-09-01 | 183.3773539589 |
| 1990-10-01 | 182.8115448665 |
| 1990-11-01 | 183.4194765891 |
| 1990-12-01 | 182.8234484142 |
| 1991-01-01 | 184.5391366194 |
| 1991-02-01 | 185.5053517550 |
| 1991-03-01 | 186.0306421325 |
| 1991-04-01 | 186.4798094168 |
| 1991-05-01 | 186.5317231084 |
| 1991-06-01 | 187.1932671998 |
| 1991-07-01 | 186.6965613603 |
| 1991-08-01 | 187.3693016620 |
| 1991-09-01 | 189.0763442311 |
| 1991-10-01 | 190.0512675204 |
| 1991-11-01 | 190.8945656795 |
| 1991-12-01 | 190.7942861219 |
| 1992-01-01 | 192.3089439074 |
| 1992-02-01 | 192.3438121333 |
| 1992-03-01 | 192.8116106293 |
| 1992-04-01 | 193.9278617932 |
| 1992-05-01 | 194.7024602744 |
| 1992-06-01 | 194.9717849279 |
| 1992-07-01 | 195.0525357608 |
| 1992-08-01 | 194.9071287107 |
| 1992-09-01 | 194.9336499107 |
| 1992-10-01 | 195.1926356544 |
| 1992-11-01 | 195.6634978161 |
| 1992-12-01 | 195.9941749014 |
| 1993-01-01 | 196.6400597879 |
| 1993-02-01 | 196.1194270764 |
| 1993-03-01 | 196.2803380928 |
| 1993-04-01 | 196.0824252960 |
| 1993-05-01 | 196.6801152726 |
| 1993-06-01 | 197.1074720271 |
| 1993-07-01 | 197.8253219091 |
| 1993-08-01 | 198.3005387556 |
| 1993-09-01 | 197.3915591789 |
| 1993-10-01 | 199.1918402519 |
| 1993-11-01 | 198.9641035876 |
| 1993-12-01 | 199.6520299472 |
| 1994-01-01 | 200.0356966442 |
| 1994-02-01 | 200.4149144181 |
| 1994-03-01 | 200.6456115141 |
| 1994-04-01 | 201.1211907340 |
| 1994-05-01 | 201.4093627152 |
| 1994-06-01 | 201.8008110414 |
| 1994-07-01 | 201.6098086667 |
| 1994-08-01 | 201.7748198763 |
| 1994-09-01 | 201.8837727100 |
| 1994-10-01 | 201.5696827794 |
| 1994-11-01 | 201.5840653844 |
| 1994-12-01 | 200.4770524526 |
| 1995-01-01 | 202.2039924796 |
| 1995-02-01 | 203.6505358065 |
| 1995-03-01 | 204.2242619363 |
| 1995-04-01 | 201.6769743212 |
| 1995-05-01 | 203.0874480969 |
| 1995-06-01 | 203.3274276689 |
| 1995-07-01 | 203.6117536785 |
| 1995-08-01 | 204.1309628237 |
| 1995-09-01 | 200.2335059846 |
| 1995-10-01 | 203.7188923186 |
| 1995-11-01 | 204.0611144853 |
| 1995-12-01 | 203.8096751432 |
| 1996-01-01 | 201.8732209268 |
| 1996-02-01 | 204.1501341481 |
| 1996-03-01 | 205.2419317723 |
| 1996-04-01 | 205.0779093003 |
| 1996-05-01 | 205.5248557420 |
| 1996-06-01 | 205.5034184266 |
| 1996-07-01 | 206.0268056888 |
| 1996-08-01 | 206.0773056068 |
| 1996-09-01 | 206.7084827069 |
| 1996-10-01 | 207.3506754633 |
| 1996-11-01 | 208.2759650284 |
| 1996-12-01 | 207.7268261671 |
| 1997-01-01 | 205.8876889700 |
| 1997-02-01 | 206.4271789479 |
| 1997-03-01 | 205.8683658504 |
| 1997-04-01 | 206.4661865401 |
| 1997-05-01 | 205.7646286337 |
| 1997-06-01 | 205.9361499461 |
| 1997-07-01 | 206.3712751348 |
| 1997-08-01 | 207.0678285473 |
| 1997-09-01 | 208.5844402898 |
| 1997-10-01 | 209.5233463571 |
| 1997-11-01 | 210.1087840240 |
| 1997-12-01 | 210.7373174545 |
| 1998-01-01 | 211.3983966340 |
| 1998-02-01 | 211.4428970737 |
| 1998-03-01 | 211.7677409284 |
| 1998-04-01 | 212.5933700931 |
| 1998-05-01 | 212.5502256779 |
| 1998-06-01 | 212.2557993430 |
| 1998-07-01 | 211.9064810602 |
| 1998-08-01 | 212.2289309654 |
| 1998-09-01 | 211.9648670307 |
| 1998-10-01 | 212.8221908305 |
| 1998-11-01 | 213.0500935362 |
| 1998-12-01 | 213.3013148712 |
| 1999-01-01 | 212.8489477823 |
| 1999-02-01 | 213.4397576048 |
| 1999-03-01 | 214.0537332259 |
| 1999-04-01 | 214.6660003350 |
| 1999-05-01 | 217.2261422216 |
| 1999-06-01 | 216.8787143119 |
| 1999-07-01 | 216.8843609073 |
| 1999-08-01 | 216.3739923430 |
| 1999-09-01 | 216.4331800433 |
| 1999-10-01 | 216.3789310569 |
| 1999-11-01 | 216.9208397963 |
| 1999-12-01 | 217.6922141574 |
| 2000-01-01 | 219.6442784008 |
| 2000-02-01 | 218.6816680672 |
| 2000-03-01 | 219.0579883407 |
| 2000-04-01 | 219.0062582768 |
| 2000-05-01 | 219.6734298206 |
| 2000-06-01 | 219.2115683742 |
| 2000-07-01 | 220.4083086022 |
| 2000-08-01 | 222.0477291322 |
| 2000-09-01 | 221.1906592147 |
| 2000-10-01 | 220.9506064419 |
| 2000-11-01 | 219.8664200900 |
| 2000-12-01 | 221.6391070510 |
| 2001-01-01 | 223.8120517242 |
| 2001-02-01 | 223.7033177958 |
| 2001-03-01 | 223.7317593437 |
| 2001-04-01 | 223.4626277621 |
| 2001-05-01 | 223.4892630035 |
| 2001-06-01 | 224.4367551297 |
| 2001-07-01 | 224.1783863022 |
| 2001-08-01 | 225.3537537033 |
| 2001-09-01 | 224.5446976135 |
| 2001-10-01 | 224.7969434924 |
| 2001-11-01 | 224.9942025453 |
| 2001-12-01 | 224.6550347876 |
| 2002-01-01 | 224.5110473104 |
| 2002-02-01 | 224.6256556180 |
| 2002-03-01 | 225.1919538433 |
| 2002-04-01 | 225.4953869571 |
| 2002-05-01 | 226.3727201778 |
| 2002-06-01 | 227.6604783277 |
| 2002-07-01 | 228.1133921792 |
| 2002-08-01 | 228.6417811980 |
| 2002-09-01 | 229.3740674923 |
| 2002-10-01 | 229.3797346229 |
| 2002-11-01 | 229.6757415945 |
| 2002-12-01 | 228.9216239503 |
| 2003-01-01 | 231.7849320790 |
| 2003-02-01 | 231.5311420947 |
| 2003-03-01 | 232.1010606964 |
| 2003-04-01 | 231.8175117522 |
| 2003-05-01 | 231.5772665389 |
| 2003-06-01 | 232.1310618629 |
| 2003-07-01 | 231.5348227499 |
| 2003-08-01 | 231.8013064242 |
| 2003-09-01 | 231.4014573145 |
| 2003-10-01 | 231.0178053312 |
| 2003-11-01 | 231.2342625153 |
| 2003-12-01 | 231.0896781661 |
| 2004-01-01 | 225.8261511879 |
| 2004-02-01 | 227.0338619986 |
| 2004-03-01 | 228.7727179244 |
| 2004-04-01 | 228.7374963783 |
| 2004-05-01 | 228.3350181469 |
| 2004-06-01 | 228.2165651116 |
| 2004-07-01 | 229.0985220069 |
| 2004-08-01 | 229.2420119958 |
| 2004-09-01 | 229.0932213076 |
| 2004-10-01 | 229.6402706005 |
| 2004-11-01 | 229.4722703402 |
| 2004-12-01 | 230.5246180028 |
| 2005-01-01 | 229.3009737887 |
| 2005-02-01 | 229.6857398382 |
| 2005-03-01 | 229.5840039801 |
| 2005-04-01 | 231.4739924785 |
| 2005-05-01 | 231.2338438759 |
| 2005-06-01 | 230.4675829341 |
| 2005-07-01 | 231.6137522736 |
| 2005-08-01 | 231.9832508058 |
| 2005-09-01 | 233.8736512495 |
| 2005-10-01 | 234.7300516586 |
| 2005-11-01 | 235.8306517339 |
| 2005-12-01 | 236.1529787157 |
| 2006-01-01 | 235.9226050913 |
| 2006-02-01 | 236.3158971450 |
| 2006-03-01 | 236.3139999460 |
| 2006-04-01 | 236.8754390073 |
| 2006-05-01 | 237.4372154197 |
| 2006-06-01 | 238.1511768138 |
| 2006-07-01 | 238.3445118666 |
| 2006-08-01 | 238.4034736021 |
| 2006-09-01 | 239.8981016972 |
| 2006-10-01 | 239.9972041726 |
| 2006-11-01 | 240.2851095659 |
| 2006-12-01 | 240.0730042145 |
| 2007-01-01 | 241.5688298671 |
| 2007-02-01 | 241.3475205969 |
| 2007-03-01 | 244.3911091548 |
| 2007-04-01 | 242.7650127877 |
| 2007-05-01 | 243.6818808398 |
| 2007-06-01 | 244.1921014209 |
| 2007-07-01 | 244.7432960948 |
| 2007-08-01 | 245.1640905071 |
| 2007-09-01 | 244.8815696847 |
| 2007-10-01 | 246.3740041195 |
| 2007-11-01 | 246.3571083754 |
| 2007-12-01 | 246.8526703425 |
| 2008-01-01 | 245.4434848018 |
| 2008-02-01 | 248.0328257123 |
| 2008-03-01 | 248.0727096293 |
| 2008-04-01 | 249.4436367779 |
| 2008-05-01 | 249.2481840771 |
| 2008-06-01 | 249.1555410174 |
| 2008-07-01 | 249.9901242928 |
| 2008-08-01 | 250.8944764416 |
| 2008-09-01 | 251.7554114096 |
| 2008-10-01 | 251.8291253152 |
| 2008-11-01 | 252.6689359346 |
| 2008-12-01 | 253.6267210246 |
| 2009-01-01 | 254.1152437612 |
| 2009-02-01 | 254.3580180904 |
| 2009-03-01 | 253.4769873238 |
| 2009-04-01 | 252.6638941220 |
| 2009-05-01 | 252.4376558456 |
| 2009-06-01 | 252.7916224567 |
| 2009-07-01 | 253.8571705333 |
| 2009-08-01 | 252.9824457980 |
| 2009-09-01 | 251.4500768314 |
| 2009-10-01 | 252.3586962199 |
| 2009-11-01 | 252.4585689821 |
| 2009-12-01 | 252.2062543056 |
| 2010-01-01 | 253.2390787577 |
| 2010-02-01 | 252.4457437868 |
| 2010-03-01 | 253.1810830385 |
| 2010-04-01 | 253.9966945170 |
| 2010-05-01 | 255.5243894017 |
| 2010-06-01 | 256.3384579115 |
| 2010-07-01 | 257.2431018352 |
| 2010-08-01 | 257.4989375433 |
| 2010-09-01 | 255.6480981356 |
| 2010-10-01 | 258.6987304386 |
| 2010-11-01 | 258.9931895945 |
| 2010-12-01 | 259.3958866576 |
| 2011-01-01 | 258.9046593806 |
| 2011-02-01 | 260.1291945872 |
| 2011-03-01 | 261.0936018333 |
| 2011-04-01 | 260.7940138354 |
| 2011-05-01 | 261.0878136270 |
| 2011-06-01 | 261.1260524818 |
| 2011-07-01 | 261.4353326913 |
| 2011-08-01 | 261.3553228259 |
| 2011-09-01 | 260.9793605233 |
| 2011-10-01 | 260.4331359467 |
| 2011-11-01 | 260.9481210549 |
| 2011-12-01 | 261.8302104226 |
| 2012-01-01 | 261.7110262842 |
| 2012-02-01 | 261.9111431758 |
| 2012-03-01 | 264.2726501890 |
| 2012-04-01 | 262.8812401057 |
| 2012-05-01 | 262.8041978417 |
| 2012-06-01 | 262.7246558049 |
| 2012-07-01 | 262.3317138558 |
| 2012-08-01 | 262.5515591991 |
| 2012-09-01 | 263.1624398111 |
| 2012-10-01 | 263.9106667191 |
| 2012-11-01 | 263.4621839678 |
| 2012-12-01 | 263.6178999352 |
| 2013-01-01 | 263.3960359030 |
| 2013-02-01 | 263.8592193106 |
| 2013-03-01 | 266.1472962240 |
| 2013-04-01 | 263.1465342696 |
| 2013-05-01 | 262.7040200099 |
| 2013-06-01 | 263.4424535125 |
| 2013-07-01 | 263.3318877952 |
| 2013-08-01 | 263.5243856998 |
| 2013-09-01 | 265.3524437950 |
| 2013-10-01 | 264.4360855725 |
| 2013-11-01 | 265.8383352852 |
| 2013-12-01 | 264.8473247233 |
| 2014-01-01 | 265.4892889416 |
| 2014-02-01 | 265.5322021853 |
| 2014-03-01 | 266.2974403618 |
| 2014-04-01 | 267.8243038003 |
| 2014-05-01 | 267.8674118813 |
| 2014-06-01 | 268.5426153778 |
| 2014-07-01 | 269.3681139002 |
| 2014-08-01 | 270.3099905538 |
| 2014-09-01 | 270.1747162107 |
| 2014-10-01 | 270.6860423963 |
| 2014-11-01 | 271.4081766379 |
| 2014-12-01 | 271.2485260282 |
| 2015-01-01 | 271.9188769837 |
| 2015-02-01 | 271.9797101836 |
| 2015-03-01 | 271.9745450516 |
| 2015-04-01 | 272.3284302107 |
| 2015-05-01 | 272.5814718734 |
| 2015-06-01 | 273.2542905769 |
| 2015-07-01 | 273.1647158899 |
| 2015-08-01 | 273.0183483996 |
| 2015-09-01 | 272.4397512936 |
| 2015-10-01 | 274.4073315341 |
| 2015-11-01 | 274.8527248084 |
| 2015-12-01 | 275.6101106918 |
| 2016-01-01 | 276.0083787588 |
| 2016-02-01 | 276.3915028419 |
| 2016-03-01 | 277.1990301727 |
| 2016-04-01 | 278.9763779554 |
| 2016-05-01 | 279.6650630966 |
| 2016-06-01 | 279.7512331929 |
| 2016-07-01 | 281.1253441044 |
| 2016-08-01 | 281.7214024089 |
| 2016-09-01 | 282.7025903108 |
| 2016-10-01 | 282.8224772970 |
| 2016-11-01 | 283.0633001138 |
| 2016-12-01 | 284.1514225987 |
| 2017-01-01 | 285.1340278026 |
| 2017-02-01 | 285.6011299574 |
| 2017-03-01 | 286.0641187633 |
| 2017-04-01 | 285.7329706139 |
| 2017-05-01 | 286.2303913190 |
| 2017-06-01 | 285.7066990891 |
| 2017-07-01 | 287.4379774717 |
| 2017-08-01 | 287.4661588869 |
| 2017-09-01 | 288.8252655289 |
| 2017-10-01 | 288.9903390279 |
| 2017-11-01 | 290.6621003634 |
| 2017-12-01 | 292.9217766328 |
| 2018-01-01 | 291.3105146356 |
| 2018-02-01 | 293.3257972852 |
| 2018-03-01 | 293.7469843587 |
| 2018-04-01 | 294.3455633318 |
| 2018-05-01 | 295.1729309401 |
| 2018-06-01 | 296.0498769795 |
| 2018-07-01 | 296.3109496296 |
| 2018-08-01 | 297.6614672761 |
| 2018-09-01 | 298.5688153100 |
| 2018-10-01 | 299.6473675808 |
| 2018-11-01 | 299.1649373460 |
| 2018-12-01 | 299.6291166034 |
| 2019-01-01 | 301.2629488828 |
| 2019-02-01 | 300.4502745947 |
| 2019-03-01 | 302.1269031433 |
| 2019-04-01 | 302.4316885893 |
| 2019-05-01 | 302.3500964608 |
| 2019-06-01 | 302.1476048402 |
| 2019-07-01 | 300.3271017036 |
| 2019-08-01 | 301.7769033444 |
| 2019-09-01 | 302.7949072280 |
| 2019-10-01 | 303.8092843321 |
| 2019-11-01 | 304.4217575247 |
| 2019-12-01 | 305.6917929112 |
| 2020-01-01 | 305.5426548308 |
| 2020-02-01 | 306.5421220833 |
| 2020-03-01 | 304.7676963163 |
| 2020-04-01 | 277.8453134325 |
| 2020-05-01 | 278.5686392430 |
| 2020-06-01 | 283.4802088795 |
| 2020-07-01 | 283.4154888309 |
| 2020-08-01 | 284.1527798862 |
| 2020-09-01 | 283.7639644153 |
| 2020-10-01 | 283.6732701701 |
| 2020-11-01 | 284.8811200800 |
| 2020-12-01 | 282.6911989623 |
| 2021-01-01 | 285.3130906798 |
| 2021-02-01 | 283.1435697384 |
| 2021-03-01 | 289.5663448618 |
| 2021-04-01 | 289.5519221972 |
| 2021-05-01 | 291.3291740811 |
| 2021-06-01 | 290.9303534043 |
| 2021-07-01 | 290.6438857950 |
| 2021-08-01 | 291.6349051034 |
| 2021-09-01 | 291.5785474302 |
| 2021-10-01 | 294.4931301651 |
| 2021-11-01 | 295.1403080518 |
| 2021-12-01 | 296.8327631110 |
| 2022-01-01 | 295.7956804580 |
| 2022-02-01 | 298.5430717610 |
| 2022-03-01 | 299.7571630079 |
| 2022-04-01 | 302.2019646590 |
| 2022-05-01 | 303.1212435439 |
| 2022-06-01 | 302.0429880390 |
| 2022-07-01 | 305.3987076953 |
| 2022-08-01 | 307.0226304061 |
| 2022-09-01 | 309.2461909317 |
| 2022-10-01 | 309.5044950900 |
| 2022-11-01 | 310.1253203740 |
| 2022-12-01 | 311.0032127129 |
| 2023-01-01 | 312.0961910382 |
| 2023-02-01 | 313.5752236076 |
| 2023-03-01 | 316.1124353206 |
| 2023-04-01 | 316.6521953907 |
| 2023-05-01 | 317.3042024700 |
| 2023-06-01 | 318.3920929449 |
| 2023-07-01 | 320.5761780874 |
| 2023-08-01 | 322.2986589767 |
| 2023-09-01 | 323.9326112115 |
| 2023-10-01 | 324.6909915908 |
| 2023-11-01 | 326.0932838334 |
| 2023-12-01 | 328.2592278608 |
| 2024-01-01 | 325.1208601002 |
| 2024-02-01 | 328.7095997652 |
| 2024-03-01 | 326.9897164277 |
| 2024-04-01 | 327.6887118609 |
| 2024-05-01 | 328.8647531174 |
| 2024-06-01 | 330.1231519784 |
| 2024-07-01 | 331.0461338066 |
| 2024-08-01 | 330.9223421963 |
| 2024-09-01 | 331.5034142560 |
| 2024-10-01 | 331.4813792904 |
| 2024-11-01 | 332.8796084470 |
| 2024-12-01 | 333.4636853246 |
| 2025-01-01 | 335.9874011748 |
| 2025-02-01 | 336.9773452646 |
| 2025-03-01 | 337.6458442291 |
| 2025-04-01 | 337.4669997055 |
| 2025-05-01 | 336.3320641556 |
| 2025-06-01 | 340.2839713284 |
| 2025-07-01 | 340.1947416641 |
| 2025-08-01 | 340.5435658343 |
| 2025-09-01 | 340.5934489893 |
| 2025-10-01 | 341.3620804872 |
| 2025-11-01 | 341.6115386663 |
| 2025-12-01 | 342.6677148712 |
| 2026-01-01 | 345.2341958272 |
| 2026-02-01 | 342.3045874569 |
| 2026-03-01 | 343.5377121577 |
| 2026-04-01 | 344.2715187625 |
| 2026-05-01 | 343.9884756705 |
| 2026-06-01 | 344.2242774070 |
| 2026-07-01 | 344.2934164289 |
| 2026-08-01 | 345.7925328380 |
| 2026-09-01 | 346.6358163767 |