Table Data - All Employees: Information: Software Publishers in Boston-Cambridge-Newton, MA (NECTA Division)
| Title | All Employees: Information: Software Publishers in Boston-Cambridge-Newton, MA (NECTA Division) |
|---|---|
| Series ID | SMU25716545051120001SA |
| 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 2022-12-01 |
| Last Updated | 2023-01-25 3:18 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 | 6.8902256539642310 |
| 1990-02-01 | 7.1173287923626200 |
| 1990-03-01 | 7.2856905959661790 |
| 1990-04-01 | 7.3050523002800590 |
| 1990-05-01 | 7.3513483281535100 |
| 1990-06-01 | 7.4372092317552605 |
| 1990-07-01 | 7.5614576742350590 |
| 1990-08-01 | 7.6436508035378000 |
| 1990-09-01 | 7.6628087026571000 |
| 1990-10-01 | 7.7243904116718210 |
| 1990-11-01 | 7.9128845873851400 |
| 1990-12-01 | 7.7952572193443395 |
| 1991-01-01 | 7.5880223580969700 |
| 1991-02-01 | 7.6213672993516095 |
| 1991-03-01 | 7.4866679917055190 |
| 1991-04-01 | 7.5024126455959290 |
| 1991-05-01 | 7.5505840431251910 |
| 1991-06-01 | 7.5320940372037900 |
| 1991-07-01 | 7.5648500426863400 |
| 1991-08-01 | 7.6403340357150900 |
| 1991-09-01 | 7.6581924825355605 |
| 1991-10-01 | 7.7314880911992100 |
| 1991-11-01 | 8.1230368167421900 |
| 1991-12-01 | 8.1994179157402410 |
| 1992-01-01 | 8.0823552439744010 |
| 1992-02-01 | 8.0270454914122000 |
| 1992-03-01 | 8.0878429124564000 |
| 1992-04-01 | 8.2056090069058510 |
| 1992-05-01 | 8.2493615341922590 |
| 1992-06-01 | 8.3260048318978000 |
| 1992-07-01 | 8.3650908582990200 |
| 1992-08-01 | 8.3267028255144500 |
| 1992-09-01 | 8.4462262911695200 |
| 1992-10-01 | 8.5424471503222200 |
| 1992-11-01 | 8.6353660052659300 |
| 1992-12-01 | 8.7089714965074900 |
| 1993-01-01 | 8.8846935655693300 |
| 1993-02-01 | 9.0451440716264100 |
| 1993-03-01 | 9.1876672566131000 |
| 1993-04-01 | 9.3064082156568000 |
| 1993-05-01 | 9.4512264924588810 |
| 1993-06-01 | 9.5107419663538100 |
| 1993-07-01 | 9.6603966268399620 |
| 1993-08-01 | 9.8021991019368000 |
| 1993-09-01 | 9.9284979523446600 |
| 1993-10-01 | 10.1535983655916000 |
| 1993-11-01 | 10.1431616815749000 |
| 1993-12-01 | 10.2088042269515000 |
| 1994-01-01 | 10.4084177902049000 |
| 1994-02-01 | 10.4705769910378000 |
| 1994-03-01 | 10.5784632824733010 |
| 1994-04-01 | 10.8155113387130000 |
| 1994-05-01 | 10.8530260306996990 |
| 1994-06-01 | 11.0929058228677000 |
| 1994-07-01 | 10.9504932917145990 |
| 1994-08-01 | 11.0736438231068990 |
| 1994-09-01 | 11.3058504899698010 |
| 1994-10-01 | 11.1627718537404020 |
| 1994-11-01 | 11.3417297865039010 |
| 1994-12-01 | 11.4162376767655990 |
| 1995-01-01 | 11.9567069386403020 |
| 1995-02-01 | 12.1037997919022000 |
| 1995-03-01 | 12.2631884581871980 |
| 1995-04-01 | 12.1267346927326000 |
| 1995-05-01 | 12.2690709257785000 |
| 1995-06-01 | 12.2773463114781000 |
| 1995-07-01 | 12.9216787330072000 |
| 1995-08-01 | 12.9346343495476980 |
| 1995-09-01 | 13.1818617450458000 |
| 1995-10-01 | 13.0667399432432000 |
| 1995-11-01 | 13.2216826908164010 |
| 1995-12-01 | 13.3087395446720010 |
| 1996-01-01 | 13.3189023219607000 |
| 1996-02-01 | 13.5251945151769990 |
| 1996-03-01 | 13.5432947727699000 |
| 1996-04-01 | 14.1713679580386990 |
| 1996-05-01 | 14.2968985946690000 |
| 1996-06-01 | 14.4770407419954000 |
| 1996-07-01 | 14.4848755513005000 |
| 1996-08-01 | 14.6045043930119000 |
| 1996-09-01 | 14.6502877008461000 |
| 1996-10-01 | 14.8610654894870000 |
| 1996-11-01 | 14.8770045973663000 |
| 1996-12-01 | 14.9986557049836000 |
| 1997-01-01 | 14.7814984380449000 |
| 1997-02-01 | 14.8464693890535000 |
| 1997-03-01 | 15.0304663417134000 |
| 1997-04-01 | 15.2123915829074000 |
| 1997-05-01 | 15.3329102548738000 |
| 1997-06-01 | 15.3920222661751980 |
| 1997-07-01 | 15.2381055698433020 |
| 1997-08-01 | 15.1930358022216990 |
| 1997-09-01 | 15.1303489601688010 |
| 1997-10-01 | 15.3542060974762000 |
| 1997-11-01 | 15.4429984008009010 |
| 1997-12-01 | 15.2964893788574000 |
| 1998-01-01 | 15.5213729284842000 |
| 1998-02-01 | 15.5487137535099010 |
| 1998-03-01 | 15.5212453492739000 |
| 1998-04-01 | 15.3374115678219010 |
| 1998-05-01 | 15.2524286998607000 |
| 1998-06-01 | 15.2064807165415000 |
| 1998-07-01 | 15.6125716885878990 |
| 1998-08-01 | 15.5937173452691000 |
| 1998-09-01 | 15.6126535347977000 |
| 1998-10-01 | 15.4451016122644000 |
| 1998-11-01 | 15.5325913299538990 |
| 1998-12-01 | 15.5994011366779000 |
| 1999-01-01 | 15.6282832633242000 |
| 1999-02-01 | 15.7415824089100000 |
| 1999-03-01 | 15.7168128240024000 |
| 1999-04-01 | 15.7429985700349000 |
| 1999-05-01 | 15.8787065675990020 |
| 1999-06-01 | 15.8167153606046980 |
| 1999-07-01 | 15.8011258256449000 |
| 1999-08-01 | 15.7918960237445000 |
| 1999-09-01 | 16.1017856112870000 |
| 1999-10-01 | 16.2455523551385000 |
| 1999-11-01 | 16.2486193138146000 |
| 1999-12-01 | 16.3978796922013000 |
| 2000-01-01 | 15.9153372439013000 |
| 2000-02-01 | 16.0276933975723000 |
| 2000-03-01 | 16.2195191050260980 |
| 2000-04-01 | 16.0335693525741970 |
| 2000-05-01 | 16.0804592400492000 |
| 2000-06-01 | 16.3079886158176000 |
| 2000-07-01 | 16.8115795211913000 |
| 2000-08-01 | 16.9899754858323000 |
| 2000-09-01 | 16.8886611489483000 |
| 2000-10-01 | 16.9392228788755970 |
| 2000-11-01 | 17.0807580334237000 |
| 2000-12-01 | 17.0898603346425980 |
| 2001-01-01 | 17.5182123556989000 |
| 2001-02-01 | 17.2341550132331000 |
| 2001-03-01 | 17.0255725679066000 |
| 2001-04-01 | 17.0173085586102000 |
| 2001-05-01 | 16.7790265220792000 |
| 2001-06-01 | 16.5919375442796000 |
| 2001-07-01 | 16.0395786357258000 |
| 2001-08-01 | 15.9166960507114010 |
| 2001-09-01 | 15.7089869682779000 |
| 2001-10-01 | 15.2311355979114000 |
| 2001-11-01 | 15.0353089197717000 |
| 2001-12-01 | 14.9996472533006000 |
| 2002-01-01 | 14.6654091120190000 |
| 2002-02-01 | 14.5157724482214000 |
| 2002-03-01 | 14.4391851254450980 |
| 2002-04-01 | 13.5432011505384000 |
| 2002-05-01 | 13.3197694522772000 |
| 2002-06-01 | 13.1731412321589990 |
| 2002-07-01 | 12.9883177587860000 |
| 2002-08-01 | 12.8704327593233020 |
| 2002-09-01 | 12.7382496013990000 |
| 2002-10-01 | 12.7291075137506980 |
| 2002-11-01 | 12.5754589183348010 |
| 2002-12-01 | 12.4141792050354010 |
| 2003-01-01 | 12.4307394091323020 |
| 2003-02-01 | 12.3031339789973000 |
| 2003-03-01 | 12.1383268462913010 |
| 2003-04-01 | 12.0039878924095010 |
| 2003-05-01 | 12.0950222156590980 |
| 2003-06-01 | 11.8668978346016000 |
| 2003-07-01 | 11.6033150963541980 |
| 2003-08-01 | 11.5962701750986010 |
| 2003-09-01 | 11.4584001827409000 |
| 2003-10-01 | 11.4278966965154000 |
| 2003-11-01 | 11.2976780809949990 |
| 2003-12-01 | 11.2288687905909010 |
| 2004-01-01 | 11.1019826780388000 |
| 2004-02-01 | 10.8859117729061980 |
| 2004-03-01 | 10.9378344722624020 |
| 2004-04-01 | 10.8871533146581000 |
| 2004-05-01 | 10.8770642774142000 |
| 2004-06-01 | 10.8662491142312000 |
| 2004-07-01 | 10.9050867416524000 |
| 2004-08-01 | 10.9140413195049000 |
| 2004-09-01 | 11.0714053655037000 |
| 2004-10-01 | 11.2286091681825000 |
| 2004-11-01 | 11.3046173744911000 |
| 2004-12-01 | 11.4323809934470010 |
| 2005-01-01 | 11.4968059447089000 |
| 2005-02-01 | 11.5823319676371010 |
| 2005-03-01 | 11.7347164615854000 |
| 2005-04-01 | 12.0920930568745000 |
| 2005-05-01 | 12.1863131368938010 |
| 2005-06-01 | 12.2701160610687000 |
| 2005-07-01 | 12.5769057818168000 |
| 2005-08-01 | 12.7073653383551000 |
| 2005-09-01 | 12.8865628281060010 |
| 2005-10-01 | 12.9292000460663000 |
| 2005-11-01 | 13.0001351908301000 |
| 2005-12-01 | 12.9362666548752000 |
| 2006-01-01 | 13.1888137688429000 |
| 2006-02-01 | 13.3744361755025000 |
| 2006-03-01 | 13.5365763801851990 |
| 2006-04-01 | 13.6050566607389000 |
| 2006-05-01 | 13.5956843869056990 |
| 2006-06-01 | 13.6788653587952000 |
| 2006-07-01 | 13.5539454852239980 |
| 2006-08-01 | 13.7085929018638000 |
| 2006-09-01 | 13.6978249385066000 |
| 2006-10-01 | 13.7498874239553000 |
| 2006-11-01 | 13.7937079842890000 |
| 2006-12-01 | 13.9412940794979000 |
| 2007-01-01 | 14.1766103300449020 |
| 2007-02-01 | 14.2586902205774000 |
| 2007-03-01 | 14.3384633748830980 |
| 2007-04-01 | 14.2995704116223000 |
| 2007-05-01 | 14.3963630044651990 |
| 2007-06-01 | 14.6767523203771000 |
| 2007-07-01 | 14.9393127700192000 |
| 2007-08-01 | 14.9094425522001010 |
| 2007-09-01 | 14.9192052016972000 |
| 2007-10-01 | 14.9650185895985000 |
| 2007-11-01 | 15.0892492436756990 |
| 2007-12-01 | 15.0602087254742010 |
| 2008-01-01 | 14.9458410651636980 |
| 2008-02-01 | 15.0390467077109000 |
| 2008-03-01 | 15.0494924883186980 |
| 2008-04-01 | 15.2089112804723000 |
| 2008-05-01 | 15.0930455505598000 |
| 2008-06-01 | 14.9679478261251990 |
| 2008-07-01 | 14.8347949356591000 |
| 2008-08-01 | 15.0099430031029000 |
| 2008-09-01 | 15.0335645875095980 |
| 2008-10-01 | 15.0750914505493000 |
| 2008-11-01 | 15.2884788580430020 |
| 2008-12-01 | 15.1823475096511000 |
| 2009-01-01 | 15.2317327493193000 |
| 2009-02-01 | 15.1329292967563000 |
| 2009-03-01 | 15.0755097792638020 |
| 2009-04-01 | 14.8970736312644000 |
| 2009-05-01 | 14.9764672478688000 |
| 2009-06-01 | 14.8503240006043010 |
| 2009-07-01 | 15.1257056406262000 |
| 2009-08-01 | 15.1993593123029990 |
| 2009-09-01 | 15.5403852234895000 |
| 2009-10-01 | 15.6795154822021980 |
| 2009-11-01 | 15.7925725366499000 |
| 2009-12-01 | 16.0029428321835000 |
| 2010-01-01 | 16.5327665874907000 |
| 2010-02-01 | 16.3475437368208000 |
| 2010-03-01 | 16.4159640753279000 |
| 2010-04-01 | 16.8048566043119000 |
| 2010-05-01 | 16.8626041517520000 |
| 2010-06-01 | 16.9221679341452000 |
| 2010-07-01 | 16.6909668751091000 |
| 2010-08-01 | 16.6713208971304000 |
| 2010-09-01 | 16.5251341166555000 |
| 2010-10-01 | 16.6840204041394000 |
| 2010-11-01 | 16.7045378235145000 |
| 2010-12-01 | 16.7178654033015980 |
| 2011-01-01 | 17.1645110900269020 |
| 2011-02-01 | 17.2787796114778020 |
| 2011-03-01 | 17.3529671648656000 |
| 2011-04-01 | 17.3872905084329000 |
| 2011-05-01 | 17.6469030063457000 |
| 2011-06-01 | 17.8790049639961000 |
| 2011-07-01 | 18.2628824209008980 |
| 2011-08-01 | 18.5258915419318020 |
| 2011-09-01 | 18.7169640387366020 |
| 2011-10-01 | 18.8932050844496000 |
| 2011-11-01 | 19.0215650569993000 |
| 2011-12-01 | 19.1322764659726020 |
| 2012-01-01 | 17.1950287566630000 |
| 2012-02-01 | 17.3001835151212000 |
| 2012-03-01 | 17.3634099994896000 |
| 2012-04-01 | 17.5801860145885000 |
| 2012-05-01 | 17.6435161773397000 |
| 2012-06-01 | 17.7539337118051000 |
| 2012-07-01 | 17.9547722562306000 |
| 2012-08-01 | 17.9029635628017000 |
| 2012-09-01 | 17.9060234777930000 |
| 2012-10-01 | 17.8080788629906980 |
| 2012-11-01 | 17.8278102285956020 |
| 2012-12-01 | 17.8225981604385000 |
| 2013-01-01 | 17.7367860110190000 |
| 2013-02-01 | 17.7181627444930000 |
| 2013-03-01 | 17.7677518855680000 |
| 2013-04-01 | 18.2648650291872000 |
| 2013-05-01 | 18.3558016250215000 |
| 2013-06-01 | 18.5359697353173020 |
| 2013-07-01 | 18.3419588986023960 |
| 2013-08-01 | 18.3717676325432000 |
| 2013-09-01 | 18.6127725042273000 |
| 2013-10-01 | 18.6266266300356980 |
| 2013-11-01 | 18.7266999707751000 |
| 2013-12-01 | 18.8137596804700000 |
| 2014-01-01 | 18.7627185411873970 |
| 2014-02-01 | 18.9252181601867000 |
| 2014-03-01 | 19.0677431051274980 |
| 2014-04-01 | 19.0638151842441030 |
| 2014-05-01 | 19.0711478170985020 |
| 2014-06-01 | 19.2350994496204000 |
| 2014-07-01 | 19.2300298355468970 |
| 2014-08-01 | 19.3516540213510000 |
| 2014-09-01 | 19.4193308986806020 |
| 2014-10-01 | 19.6430538635211000 |
| 2014-11-01 | 19.8268106908733000 |
| 2014-12-01 | 20.0007171093101020 |
| 2015-01-01 | 20.1675864540435000 |
| 2015-02-01 | 20.3166597163193000 |
| 2015-03-01 | 20.3620672607416000 |
| 2015-04-01 | 20.3702577799758020 |
| 2015-05-01 | 20.4013924832021020 |
| 2015-06-01 | 20.4347123472845000 |
| 2015-07-01 | 20.5188745467925000 |
| 2015-08-01 | 20.6310503968896980 |
| 2015-09-01 | 20.6410856125126970 |
| 2015-10-01 | 20.6588804222688000 |
| 2015-11-01 | 20.6250841622911030 |
| 2015-12-01 | 20.7034333284987000 |
| 2016-01-01 | 20.5294855701503030 |
| 2016-02-01 | 20.5800615925459000 |
| 2016-03-01 | 20.6452049871077000 |
| 2016-04-01 | 20.7863482139576980 |
| 2016-05-01 | 20.8283221003032000 |
| 2016-06-01 | 20.9573763907989000 |
| 2016-07-01 | 21.2201392725891000 |
| 2016-08-01 | 21.3225979160536030 |
| 2016-09-01 | 21.2606403939345000 |
| 2016-10-01 | 21.3677724934389000 |
| 2016-11-01 | 21.4245844488840000 |
| 2016-12-01 | 21.4092785838380000 |
| 2017-01-01 | 21.5872412193601980 |
| 2017-02-01 | 21.5376220852679000 |
| 2017-03-01 | 21.8338364902654970 |
| 2017-04-01 | 21.9950088075352000 |
| 2017-05-01 | 22.1680720021425000 |
| 2017-06-01 | 22.2896214412695000 |
| 2017-07-01 | 22.2276059205356020 |
| 2017-08-01 | 22.2146757446024000 |
| 2017-09-01 | 22.3698349484666000 |
| 2017-10-01 | 22.4651926785960000 |
| 2017-11-01 | 22.6218651357657000 |
| 2017-12-01 | 22.8330600401934020 |
| 2018-01-01 | 22.9420710313169000 |
| 2018-02-01 | 23.0064891653121000 |
| 2018-03-01 | 23.0208618843297000 |
| 2018-04-01 | 22.9914380597050000 |
| 2018-05-01 | 23.1904209672858000 |
| 2018-06-01 | 23.4291526140401030 |
| 2018-07-01 | 23.6406504574718000 |
| 2018-08-01 | 23.8077199892596000 |
| 2018-09-01 | 23.9719616509321970 |
| 2018-10-01 | 23.9447247075080000 |
| 2018-11-01 | 24.2239295734368000 |
| 2018-12-01 | 24.3533884714040000 |
| 2019-01-01 | 24.6150096404147000 |
| 2019-02-01 | 24.7942341757526030 |
| 2019-03-01 | 25.0049343819369980 |
| 2019-04-01 | 24.9807838103711040 |
| 2019-05-01 | 25.6247403341768030 |
| 2019-06-01 | 25.9628574881175000 |
| 2019-07-01 | 26.2459386783028030 |
| 2019-08-01 | 26.4825001724928000 |
| 2019-09-01 | 26.5616718310206040 |
| 2019-10-01 | 26.9146908380683000 |
| 2019-11-01 | 27.1237318906027000 |
| 2019-12-01 | 27.2830481281455000 |
| 2020-01-01 | 27.4126180155020000 |
| 2020-02-01 | 27.6120523363850020 |
| 2020-03-01 | 27.7968597977144000 |
| 2020-04-01 | 27.3690523525072000 |
| 2020-05-01 | 26.5312458036062000 |
| 2020-06-01 | 26.4833829425509960 |
| 2020-07-01 | 26.5598089456391000 |
| 2020-08-01 | 26.4814667713455020 |
| 2020-09-01 | 27.0481298495505000 |
| 2020-10-01 | 27.1788653768718000 |
| 2020-11-01 | 27.2255281193225000 |
| 2020-12-01 | 27.2908854297338980 |
| 2021-01-01 | 27.6403176995430000 |
| 2021-02-01 | 27.6436317755143970 |
| 2021-03-01 | 27.8862857478323040 |
| 2021-04-01 | 28.0469961403208000 |
| 2021-05-01 | 28.2428602852823000 |
| 2021-06-01 | 28.2917560431387000 |
| 2021-07-01 | 28.4511169374455000 |
| 2021-08-01 | 28.4518265440724000 |
| 2021-09-01 | 28.3229522441333970 |
| 2021-10-01 | 28.4480257780628950 |
| 2021-11-01 | 28.3266919324679980 |
| 2021-12-01 | 28.7100083336527020 |
| 2022-01-01 | 28.3733371187550030 |
| 2022-02-01 | 28.4873462054393000 |
| 2022-03-01 | 28.7899395251911980 |
| 2022-04-01 | 29.0377410820753000 |
| 2022-05-01 | 29.2359548100706020 |
| 2022-06-01 | 29.7811845042872000 |
| 2022-07-01 | 29.6312433138905000 |
| 2022-08-01 | 29.8302214306043000 |
| 2022-09-01 | 30.0097842220946020 |
| 2022-10-01 | 30.0300605136571970 |
| 2022-11-01 | 30.2358696902291000 |
| 2022-12-01 | 30.3202908223061980 |
