Table Data - All Employees: Information: Software Publishers in San Diego-Carlsbad, CA (MSA) (DISCONTINUED)
| Title | All Employees: Information: Software Publishers in San Diego-Carlsbad, CA (MSA) (DISCONTINUED) |
|---|---|
| Series ID | SMU06417405051120001SA |
| 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 3:38 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 | 0.8673500355310050 |
| 1990-02-01 | 0.8848365731783310 |
| 1990-03-01 | 0.9439816938904929 |
| 1990-04-01 | 0.9363032575717750 |
| 1990-05-01 | 0.9929941461516790 |
| 1990-06-01 | 0.9884472188962970 |
| 1990-07-01 | 1.0383903291432200 |
| 1990-08-01 | 1.0739184856781600 |
| 1990-09-01 | 1.0671419450555000 |
| 1990-10-01 | 1.0935741011440400 |
| 1990-11-01 | 1.1049458852888001 |
| 1990-12-01 | 1.1015360356886001 |
| 1991-01-01 | 1.3757862856071699 |
| 1991-02-01 | 1.3900367460453302 |
| 1991-03-01 | 1.2478300532912800 |
| 1991-04-01 | 1.2288747948128100 |
| 1991-05-01 | 1.1932324574394500 |
| 1991-06-01 | 1.1834771054047701 |
| 1991-07-01 | 1.1355788299853000 |
| 1991-08-01 | 1.1692334440264700 |
| 1991-09-01 | 1.1711605350755600 |
| 1991-10-01 | 1.2915335678819900 |
| 1991-11-01 | 1.2041371271325800 |
| 1991-12-01 | 1.1987915567621599 |
| 1992-01-01 | 1.2908346111274700 |
| 1992-02-01 | 1.3003615735730198 |
| 1992-03-01 | 1.3489432549991598 |
| 1992-04-01 | 1.2181447871416700 |
| 1992-05-01 | 1.2966347883373701 |
| 1992-06-01 | 1.2750789329976600 |
| 1992-07-01 | 1.3301129827639300 |
| 1992-08-01 | 1.2634273055022200 |
| 1992-09-01 | 1.3758207160814000 |
| 1992-10-01 | 1.2876085922219198 |
| 1992-11-01 | 1.3049106744232200 |
| 1992-12-01 | 1.2954872910561002 |
| 1993-01-01 | 1.3096879058323700 |
| 1993-02-01 | 1.3098407288219900 |
| 1993-03-01 | 1.3461306772675499 |
| 1993-04-01 | 1.4092154261129500 |
| 1993-05-01 | 1.5014443441850098 |
| 1993-06-01 | 1.4716059087579099 |
| 1993-07-01 | 1.4198049968000900 |
| 1993-08-01 | 1.4613419957553702 |
| 1993-09-01 | 1.4831545652514700 |
| 1993-10-01 | 1.4802487210084798 |
| 1993-11-01 | 1.5016903085807400 |
| 1993-12-01 | 1.5923800979250100 |
| 1994-01-01 | 1.6239657511938600 |
| 1994-02-01 | 1.7189083813009200 |
| 1994-03-01 | 1.7402127900804600 |
| 1994-04-01 | 1.9063904966284100 |
| 1994-05-01 | 1.9070300765786103 |
| 1994-06-01 | 1.9718159114427900 |
| 1994-07-01 | 2.0152105418256300 |
| 1994-08-01 | 2.0599519390067000 |
| 1994-09-01 | 1.9892326274165402 |
| 1994-10-01 | 2.0691698884643603 |
| 1994-11-01 | 2.0964178772362600 |
| 1994-12-01 | 2.0869262587834100 |
| 1995-01-01 | 2.0341798773054300 |
| 1995-02-01 | 2.0256861557211700 |
| 1995-03-01 | 2.1345764320880000 |
| 1995-04-01 | 2.1062178697578000 |
| 1995-05-01 | 2.1137647701691598 |
| 1995-06-01 | 2.1810035610135100 |
| 1995-07-01 | 2.2095833068424198 |
| 1995-08-01 | 2.3595961397796600 |
| 1995-09-01 | 2.3968192665610600 |
| 1995-10-01 | 2.1620232279082400 |
| 1995-11-01 | 2.1828978343781498 |
| 1995-12-01 | 2.2787456099694197 |
| 1996-01-01 | 2.2366333363606900 |
| 1996-02-01 | 2.3313830197910100 |
| 1996-03-01 | 2.2293499841523503 |
| 1996-04-01 | 2.2147452750728600 |
| 1996-05-01 | 2.2199522286030200 |
| 1996-06-01 | 2.1873028478838200 |
| 1996-07-01 | 2.2063973392824300 |
| 1996-08-01 | 2.1608517070135300 |
| 1996-09-01 | 2.1996999274186404 |
| 1996-10-01 | 2.2625365834781497 |
| 1996-11-01 | 2.2767756814403500 |
| 1996-12-01 | 2.2756713338562900 |
| 1997-01-01 | 2.4273823482195400 |
| 1997-02-01 | 2.4296219639662597 |
| 1997-03-01 | 2.4247802123244000 |
| 1997-04-01 | 2.3236619655636000 |
| 1997-05-01 | 2.4177972453583100 |
| 1997-06-01 | 2.3958236640815500 |
| 1997-07-01 | 2.3985997008048300 |
| 1997-08-01 | 2.4693556824091300 |
| 1997-09-01 | 2.5062315113366500 |
| 1997-10-01 | 2.5721875577160600 |
| 1997-11-01 | 2.5772376752393500 |
| 1997-12-01 | 2.5772407212548400 |
| 1998-01-01 | 2.5034374259757204 |
| 1998-02-01 | 2.5209375671792205 |
| 1998-03-01 | 2.6201418301289703 |
| 1998-04-01 | 2.7334687335270600 |
| 1998-05-01 | 2.7115147877115295 |
| 1998-06-01 | 2.8004456672832900 |
| 1998-07-01 | 2.8987827396294200 |
| 1998-08-01 | 2.9779701040717406 |
| 1998-09-01 | 3.0125092455490000 |
| 1998-10-01 | 2.9818762631262200 |
| 1998-11-01 | 3.0850385963295697 |
| 1998-12-01 | 3.0737656754990700 |
| 1999-01-01 | 2.9835354326518400 |
| 1999-02-01 | 3.0161383065115697 |
| 1999-03-01 | 3.0211698785978700 |
| 1999-04-01 | 3.0334347546997900 |
| 1999-05-01 | 3.0979933698173703 |
| 1999-06-01 | 3.1998505887681300 |
| 1999-07-01 | 3.2007465506373296 |
| 1999-08-01 | 3.1899444662816103 |
| 1999-09-01 | 3.2261916941652595 |
| 1999-10-01 | 3.1922239060184700 |
| 1999-11-01 | 3.1865223230955100 |
| 1999-12-01 | 3.2597509863237800 |
| 2000-01-01 | 3.4709288399597100 |
| 2000-02-01 | 3.8162561531453902 |
| 2000-03-01 | 4.3231670807067300 |
| 2000-04-01 | 4.8352762519390300 |
| 2000-05-01 | 4.8900618172656400 |
| 2000-06-01 | 4.7958740275572310 |
| 2000-07-01 | 4.4074496549566500 |
| 2000-08-01 | 4.2029319688128295 |
| 2000-09-01 | 4.3294476320497200 |
| 2000-10-01 | 4.3933634335701900 |
| 2000-11-01 | 4.3855959223044900 |
| 2000-12-01 | 4.3441267143278095 |
| 2001-01-01 | 4.5683741623793000 |
| 2001-02-01 | 4.6172451013993500 |
| 2001-03-01 | 4.6241319317043200 |
| 2001-04-01 | 4.4412204069036605 |
| 2001-05-01 | 4.3885063111789400 |
| 2001-06-01 | 4.3953027853263300 |
| 2001-07-01 | 4.4134475027341304 |
| 2001-08-01 | 4.5186120402265090 |
| 2001-09-01 | 4.5259558416026500 |
| 2001-10-01 | 4.5855074219739510 |
| 2001-11-01 | 4.5753975437982195 |
| 2001-12-01 | 4.6281962737206905 |
| 2002-01-01 | 4.5689122978388200 |
| 2002-02-01 | 4.5136375452678700 |
| 2002-03-01 | 4.6286172747698100 |
| 2002-04-01 | 4.8531746287480890 |
| 2002-05-01 | 4.8049166389899900 |
| 2002-06-01 | 4.8005254962389800 |
| 2002-07-01 | 4.6242310669665400 |
| 2002-08-01 | 4.4234184599491200 |
| 2002-09-01 | 4.4104600995997310 |
| 2002-10-01 | 4.3654597932460200 |
| 2002-11-01 | 4.3576538048884900 |
| 2002-12-01 | 4.3144081271212900 |
| 2003-01-01 | 4.1822175183237000 |
| 2003-02-01 | 4.1138871367900800 |
| 2003-03-01 | 4.1379596073394200 |
| 2003-04-01 | 4.1667021786525105 |
| 2003-05-01 | 4.1231343426290294 |
| 2003-06-01 | 4.1032294171103800 |
| 2003-07-01 | 4.1267846333732200 |
| 2003-08-01 | 4.1232824877192495 |
| 2003-09-01 | 4.1982365240738400 |
| 2003-10-01 | 4.1523400419564000 |
| 2003-11-01 | 4.1368711045732700 |
| 2003-12-01 | 4.1074410896722900 |
| 2004-01-01 | 4.0915863802600300 |
| 2004-02-01 | 4.1088722238079700 |
| 2004-03-01 | 4.1503521436461100 |
| 2004-04-01 | 3.9770576061283000 |
| 2004-05-01 | 3.9420544143062095 |
| 2004-06-01 | 4.0068774661811210 |
| 2004-07-01 | 4.0269489018754900 |
| 2004-08-01 | 4.0170293420873200 |
| 2004-09-01 | 4.0861213241740400 |
| 2004-10-01 | 4.0453702537186500 |
| 2004-11-01 | 4.0277522464459000 |
| 2004-12-01 | 4.0157360396660500 |
| 2005-01-01 | 3.9911933612257100 |
| 2005-02-01 | 3.9960728712655600 |
| 2005-03-01 | 3.9550195393683800 |
| 2005-04-01 | 3.9875057466809100 |
| 2005-05-01 | 3.9500454652070000 |
| 2005-06-01 | 4.0140726648113400 |
| 2005-07-01 | 4.0216595483405400 |
| 2005-08-01 | 4.1088438456250900 |
| 2005-09-01 | 4.0833276529604900 |
| 2005-10-01 | 4.1507790235701400 |
| 2005-11-01 | 4.1290298147245000 |
| 2005-12-01 | 4.1303101254129300 |
| 2006-01-01 | 4.0794778120578100 |
| 2006-02-01 | 3.7801961175347400 |
| 2006-03-01 | 3.7541293218472100 |
| 2006-04-01 | 3.7898027205305396 |
| 2006-05-01 | 3.8493966393744397 |
| 2006-06-01 | 4.0266952397800300 |
| 2006-07-01 | 3.9185791150082006 |
| 2006-08-01 | 3.8995667225076300 |
| 2006-09-01 | 3.8856055387506300 |
| 2006-10-01 | 3.9585113440362400 |
| 2006-11-01 | 4.0368036983320100 |
| 2006-12-01 | 4.0425445145170290 |
| 2007-01-01 | 4.1706887089642000 |
| 2007-02-01 | 4.1699475898238000 |
| 2007-03-01 | 4.1512183761221600 |
| 2007-04-01 | 4.1887618096669000 |
| 2007-05-01 | 4.1396042652547210 |
| 2007-06-01 | 4.2313780620383294 |
| 2007-07-01 | 4.0121071685603305 |
| 2007-08-01 | 3.9980854042457000 |
| 2007-09-01 | 3.9902803716532795 |
| 2007-10-01 | 3.9713690019709500 |
| 2007-11-01 | 3.9460085678997303 |
| 2007-12-01 | 3.9526123858565300 |
| 2008-01-01 | 3.9615916172642796 |
| 2008-02-01 | 3.9664076939345700 |
| 2008-03-01 | 4.0473867645510900 |
| 2008-04-01 | 3.9798521594707696 |
| 2008-05-01 | 4.0303382646586600 |
| 2008-06-01 | 4.0356515344143400 |
| 2008-07-01 | 4.1085174456730700 |
| 2008-08-01 | 4.2010030389043100 |
| 2008-09-01 | 4.2892662589371900 |
| 2008-10-01 | 4.1785680138402500 |
| 2008-11-01 | 4.1559928280225100 |
| 2008-12-01 | 4.2595660383275895 |
| 2009-01-01 | 4.2576457195082400 |
| 2009-02-01 | 4.2641535211901500 |
| 2009-03-01 | 4.3432136608978510 |
| 2009-04-01 | 4.2738741580780095 |
| 2009-05-01 | 4.3303524414973900 |
| 2009-06-01 | 4.2367741966990400 |
| 2009-07-01 | 4.3053119433968900 |
| 2009-08-01 | 4.2022174647692800 |
| 2009-09-01 | 4.1817168942652300 |
| 2009-10-01 | 4.1797091368281400 |
| 2009-11-01 | 4.1658946786174100 |
| 2009-12-01 | 4.1652334387852800 |
| 2010-01-01 | 4.1574142872997800 |
| 2010-02-01 | 4.1641202475745205 |
| 2010-03-01 | 4.1425538875755300 |
| 2010-04-01 | 4.1671819972007100 |
| 2010-05-01 | 4.1347442920941300 |
| 2010-06-01 | 4.2354120089433900 |
| 2010-07-01 | 4.2035900675032005 |
| 2010-08-01 | 4.2036101980067600 |
| 2010-09-01 | 4.2762025697813200 |
| 2010-10-01 | 4.2727525448331100 |
| 2010-11-01 | 4.2725087909952400 |
| 2010-12-01 | 4.2680755654264800 |
| 2011-01-01 | 4.3612278272602705 |
| 2011-02-01 | 4.2629903083861800 |
| 2011-03-01 | 4.2472819297730600 |
| 2011-04-01 | 4.2622360117395495 |
| 2011-05-01 | 4.2439895625966090 |
| 2011-06-01 | 4.1290696330459395 |
| 2011-07-01 | 4.2017784174331405 |
| 2011-08-01 | 4.2025097596980700 |
| 2011-09-01 | 4.1707891575980090 |
| 2011-10-01 | 4.1646933117990700 |
| 2011-11-01 | 4.1769512094098900 |
| 2011-12-01 | 4.2745515627216810 |
| 2012-01-01 | 4.1679267559335600 |
| 2012-02-01 | 4.1627891158113900 |
| 2012-03-01 | 4.1496856462147790 |
| 2012-04-01 | 4.2558262987169800 |
| 2012-05-01 | 4.1503291250656100 |
| 2012-06-01 | 4.1261760629536810 |
| 2012-07-01 | 4.1016852743840895 |
| 2012-08-01 | 4.0978695192492900 |
| 2012-09-01 | 4.0661910520236400 |
| 2012-10-01 | 4.0552438764442200 |
| 2012-11-01 | 3.9779621392485600 |
| 2012-12-01 | 3.9796403241938503 |
| 2013-01-01 | 3.9816724832507497 |
| 2013-02-01 | 3.9655987391167598 |
| 2013-03-01 | 3.9544009176250100 |
| 2013-04-01 | 3.9494937173566700 |
| 2013-05-01 | 3.9527721876573505 |
| 2013-06-01 | 4.0272690220123800 |
| 2013-07-01 | 3.9994153091359600 |
| 2013-08-01 | 3.9820888203544400 |
| 2013-09-01 | 3.9599522201491600 |
| 2013-10-01 | 4.0495533378535200 |
| 2013-11-01 | 4.0815064755333900 |
| 2013-12-01 | 4.0842525557805300 |
| 2014-01-01 | 4.1012053884597790 |
| 2014-02-01 | 4.0738987562864500 |
| 2014-03-01 | 4.1567644161367900 |
| 2014-04-01 | 3.9437305813692600 |
| 2014-05-01 | 3.9513201334868597 |
| 2014-06-01 | 3.9286631902784600 |
| 2014-07-01 | 3.8891360393590700 |
| 2014-08-01 | 3.8662129800167900 |
| 2014-09-01 | 3.8557112352542900 |
| 2014-10-01 | 3.8476628379956600 |
| 2014-11-01 | 3.8836199438236100 |
| 2014-12-01 | 3.8878017572511900 |
| 2015-01-01 | 3.9194246991579402 |
| 2015-02-01 | 3.9868156403230500 |
| 2015-03-01 | 4.0631692094142200 |
| 2015-04-01 | 4.0364001097503900 |
| 2015-05-01 | 4.0502828344697600 |
| 2015-06-01 | 4.0260273498686700 |
| 2015-07-01 | 3.9746704533050400 |
| 2015-08-01 | 4.0491806117088900 |
| 2015-09-01 | 4.0527819824334590 |
| 2015-10-01 | 4.0539784906375300 |
| 2015-11-01 | 3.9850553113248300 |
| 2015-12-01 | 3.9906751909586800 |
| 2016-01-01 | 3.8377303004870997 |
| 2016-02-01 | 3.7007103330684705 |
| 2016-03-01 | 3.7653435436253100 |
| 2016-04-01 | 3.8265162993538304 |
| 2016-05-01 | 3.8485973700174200 |
| 2016-06-01 | 3.8213734940927004 |
| 2016-07-01 | 3.8605471652702303 |
| 2016-08-01 | 3.9350130506471700 |
| 2016-09-01 | 4.0522678469074200 |
| 2016-10-01 | 3.9682383847515400 |
| 2016-11-01 | 3.9876012522959900 |
| 2016-12-01 | 4.0940872597822900 |
| 2017-01-01 | 4.1503303231148900 |
| 2017-02-01 | 4.2112660953162300 |
| 2017-03-01 | 4.2646620288330300 |
| 2017-04-01 | 4.2099906833751100 |
| 2017-05-01 | 4.3408706294002900 |
| 2017-06-01 | 4.4181773348229200 |
| 2017-07-01 | 4.4534199560407500 |
| 2017-08-01 | 4.4265311163214510 |
| 2017-09-01 | 4.4620232820547310 |
| 2017-10-01 | 4.4866142643143500 |
| 2017-11-01 | 4.4937359340647700 |
| 2017-12-01 | 4.4920760417520400 |
| 2018-01-01 | 4.5550496540981700 |
| 2018-02-01 | 4.5156782088382100 |
| 2018-03-01 | 4.5549568307528490 |
| 2018-04-01 | 4.5956887809005895 |
| 2018-05-01 | 4.6324045065984600 |
| 2018-06-01 | 4.7115911968673300 |
| 2018-07-01 | 4.8526948159081500 |
| 2018-08-01 | 4.8302988826276390 |
| 2018-09-01 | 4.8796858648226100 |
| 2018-10-01 | 4.8998366610118300 |
| 2018-11-01 | 5.0022295804569690 |
| 2018-12-01 | 4.9866457975231910 |
| 2019-01-01 | 4.9536484987647595 |
| 2019-02-01 | 5.0145991002831400 |
| 2019-03-01 | 5.0401010506711295 |
| 2019-04-01 | 5.0845044814070800 |
| 2019-05-01 | 5.1220964650596300 |
| 2019-06-01 | 5.2092010503533490 |
| 2019-07-01 | 5.2558326368990700 |
| 2019-08-01 | 5.3383282617275590 |
| 2019-09-01 | 5.4027036477506100 |
| 2019-10-01 | 5.3088726155533600 |
| 2019-11-01 | 5.4076442176816000 |
| 2019-12-01 | 5.3797921844882100 |
| 2020-01-01 | 5.5508438320590000 |
| 2020-02-01 | 5.6100581096443300 |
| 2020-03-01 | 5.7222945006018190 |
| 2020-04-01 | 5.6811004884005200 |
| 2020-05-01 | 5.6129850440946100 |
| 2020-06-01 | 5.5068721941920900 |
| 2020-07-01 | 5.4628833310857590 |
| 2020-08-01 | 5.4491610787557600 |
| 2020-09-01 | 5.4177617791920200 |
| 2020-10-01 | 5.6101067858417800 |
| 2020-11-01 | 5.4135507601240000 |
| 2020-12-01 | 5.5778078657919800 |
| 2021-01-01 | 5.5479604698551900 |
| 2021-02-01 | 5.5044703158912100 |
| 2021-03-01 | 5.5090784341149810 |
| 2021-04-01 | 5.4781652723171790 |
| 2021-05-01 | 5.5027417471709410 |
| 2021-06-01 | 5.5087780914565300 |
| 2021-07-01 | 5.4700541696885700 |
| 2021-08-01 | 5.4584096230162900 |
| 2021-09-01 | 5.4304461977341700 |
| 2021-10-01 | 5.5071405779934200 |
| 2021-11-01 | 5.4165621420400700 |
| 2021-12-01 | 5.4755966858353600 |
| 2022-01-01 | 5.3428759766972895 |
| 2022-02-01 | 5.4016414141575995 |
| 2022-03-01 | 5.4021047648232700 |
| 2022-04-01 | 5.3814329380766200 |
| 2022-05-01 | 5.3971372337735000 |
| 2022-06-01 | 5.4065984976017310 |
| 2022-07-01 | 5.4742337902016110 |
| 2022-08-01 | 5.4669069499167690 |
| 2022-09-01 | 5.4357106685516206 |
| 2022-10-01 | 5.4003666930681900 |
| 2022-11-01 | 5.4186761870876500 |
| 2022-12-01 | 5.3757293342296210 |