Federal Reserve Economic Data

Table Data - All Employees: Manufacturing in Aguadilla-Isabela, PR (MSA)

Title All Employees: Manufacturing in Aguadilla-Isabela, PR (MSA)
Series ID SMU72103803000000001SA
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 2024-08-01
Last Updated 2024-09-21 4:16 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 12.8503257393058020
1990-02-01 12.9459196867946980
1990-03-01 13.1273011024464990
1990-04-01 13.4197166842063000
1990-05-01 13.3481787812404990
1990-06-01 13.3062966275051000
1990-07-01 13.8510529773853990
1990-08-01 13.7448087261109000
1990-09-01 13.4886957141580980
1990-10-01 13.9961327517393010
1990-11-01 13.8755824599956980
1990-12-01 13.6503062880131000
1991-01-01 13.3399585266839010
1991-02-01 13.1426000610578000
1991-03-01 13.1482030869278000
1991-04-01 12.7144634396948000
1991-05-01 12.7398961886770990
1991-06-01 12.7986159567269020
1991-07-01 12.7573218165451010
1991-08-01 12.6594113570365000
1991-09-01 12.5931838405518000
1991-10-01 12.3828961671764000
1991-11-01 12.5854500001314000
1991-12-01 12.3352381442920990
1992-01-01 12.8238234460814000
1992-02-01 13.0366463861981980
1992-03-01 13.1725714450513000
1992-04-01 13.2231064714253000
1992-05-01 13.2295690664330010
1992-06-01 13.1858994649751000
1992-07-01 13.0684138230039000
1992-08-01 13.0867404603869000
1992-09-01 13.1033478972420000
1992-10-01 13.0590142165813020
1992-11-01 12.9946139923173990
1992-12-01 12.9008725403106000
1993-01-01 13.4993431361408990
1993-02-01 13.1409015933023000
1993-03-01 12.9033395564834000
1993-04-01 12.9295263562231000
1993-05-01 12.9211781550040000
1993-06-01 12.9839761220371000
1993-07-01 12.9827879377200010
1993-08-01 13.2276061456241000
1993-09-01 13.0226598847413020
1993-10-01 12.9173030709273000
1993-11-01 13.0897293994248010
1993-12-01 13.2521811774927000
1994-01-01 13.1687694907536980
1994-02-01 12.9379258027179010
1994-03-01 13.0297065520402010
1994-04-01 13.3495303726254000
1994-05-01 13.4339717414825020
1994-06-01 13.5029350216589000
1994-07-01 13.4996104496585990
1994-08-01 13.4576548263414000
1994-09-01 13.6454360838541980
1994-10-01 13.7889884087228010
1994-11-01 13.5526406103970000
1994-12-01 13.6782234426270000
1995-01-01 13.6387845180372000
1995-02-01 14.0420905709059000
1995-03-01 14.2540692279458000
1995-04-01 14.2649433178974010
1995-05-01 14.3674050834451010
1995-06-01 14.3481426413308000
1995-07-01 14.4175932966746000
1995-08-01 14.3812387485007000
1995-09-01 14.3676537436618990
1995-10-01 14.5619840838880990
1995-11-01 14.2881867506716000
1995-12-01 14.2022024813284990
1996-01-01 13.7159389030414010
1996-02-01 13.7326314361610000
1996-03-01 13.7607706701218000
1996-04-01 13.4057870562478010
1996-05-01 13.7248540172028020
1996-06-01 13.6939220902530000
1996-07-01 13.6362865144166000
1996-08-01 13.4934522413181990
1996-09-01 12.9787780382248000
1996-10-01 13.4488012714326000
1996-11-01 13.5126402865954000
1996-12-01 13.5223355946112000
1997-01-01 15.1051825620568020
1997-02-01 15.1213764420484000
1997-03-01 15.0764202604549010
1997-04-01 15.0484951301369000
1997-05-01 14.9732325785030990
1997-06-01 15.0270204642853000
1997-07-01 15.1511508128216970
1997-08-01 15.2989873354729010
1997-09-01 15.2832937638676000
1997-10-01 15.1437424413919000
1997-11-01 15.2527939433524010
1997-12-01 15.0612670710664020
1998-01-01 15.3092474284314020
1998-02-01 14.9999760310313000
1998-03-01 14.8939199525659020
1998-04-01 14.7874030389557000
1998-05-01 14.5145652316503000
1998-06-01 14.2382021612369000
1998-07-01 14.1473004303523010
1998-08-01 14.0956239113199990
1998-09-01 13.8895154268479020
1998-10-01 13.7433570930370000
1998-11-01 13.8142669760372000
1998-12-01 13.7215520005136980
1999-01-01 13.6279403099871000
1999-02-01 13.4991204865661000
1999-03-01 13.3217950722005990
1999-04-01 13.0967375495296000
1999-05-01 13.0280882722405000
1999-06-01 13.1337157502936000
1999-07-01 12.8221576764681980
1999-08-01 12.8814768048857000
1999-09-01 12.9998721679983990
1999-10-01 12.9425218701788990
1999-11-01 12.7201269847725980
1999-12-01 12.7102841232807000
2000-01-01 12.4624332993884990
2000-02-01 12.2999663203676980
2000-03-01 12.0300344517571000
2000-04-01 11.9884927626455000
2000-05-01 12.0320085842541000
2000-06-01 11.8165492010521010
2000-07-01 11.6882402336456990
2000-08-01 11.2669925456793000
2000-09-01 11.8117576751559000
2000-10-01 11.4379475845143010
2000-11-01 11.3499439406021000
2000-12-01 11.3197976347783020
2001-01-01 11.1911460147410990
2001-02-01 11.2102848405302000
2001-03-01 11.5215979993237000
2001-04-01 11.0750804125109000
2001-05-01 11.0204116895189000
2001-06-01 11.0096418690139010
2001-07-01 10.9561898238917000
2001-08-01 10.6380371765129010
2001-09-01 10.5255539061965000
2001-10-01 10.6455832927167000
2001-11-01 10.6937403060626990
2001-12-01 10.4403315008413010
2002-01-01 10.4114406050946000
2002-02-01 10.2116663940910000
2002-03-01 10.1887551394011000
2002-04-01 10.3588538155711000
2002-05-01 10.2113417114595000
2002-06-01 10.1092773616025990
2002-07-01 10.0407969395554000
2002-08-01 9.9270198971936000
2002-09-01 9.9352748773734710
2002-10-01 9.0602449343983390
2002-11-01 9.0175194646434100
2002-12-01 9.0640484135316900
2003-01-01 8.9090329283762790
2003-02-01 9.1089587452011500
2003-03-01 9.0473888568311090
2003-04-01 9.1525721959883500
2003-05-01 9.0049407615694490
2003-06-01 9.0223534847790800
2003-07-01 9.0372744835721900
2003-08-01 9.2252614661529900
2003-09-01 9.3397458044154800
2003-10-01 9.3756768354545290
2003-11-01 9.5391312147615500
2003-12-01 9.5746306840516400
2004-01-01 9.6989026593992900
2004-02-01 9.5959826638594610
2004-03-01 9.6099311603047110
2004-04-01 9.2489358422942100
2004-05-01 8.9975933177718700
2004-06-01 9.0325000681733200
2004-07-01 9.5550056297109600
2004-08-01 9.7479634893029610
2004-09-01 9.6320427079762200
2004-10-01 9.6916637647700700
2004-11-01 9.6448650525610600
2004-12-01 9.6739673580732500
2005-01-01 10.1695906581085000
2005-02-01 9.7898076126360300
2005-03-01 9.8822601703917880
2005-04-01 10.0617685802544020
2005-05-01 10.0851404827610000
2005-06-01 9.9452204474146900
2005-07-01 9.6755508364986690
2005-08-01 9.4747219790045510
2005-09-01 9.5227827877557400
2005-10-01 9.3999171763078200
2005-11-01 9.3510012466451190
2005-12-01 9.1639239885274490
2006-01-01 8.6374018037549200
2006-02-01 8.7849251326457800
2006-03-01 8.5753818609749400
2006-04-01 8.1637225457595200
2006-05-01 8.1659012366367810
2006-06-01 8.2567644795024400
2006-07-01 8.4033718464828200
2006-08-01 8.2100934723648890
2006-09-01 8.3227369835056800
2006-10-01 8.5013782320775000
2006-11-01 8.5409893734381000
2006-12-01 8.6570032035249990
2007-01-01 8.6898647459224500
2007-02-01 8.5841635567251300
2007-03-01 8.8715277291809200
2007-04-01 9.0743219062111180
2007-05-01 9.0610452884999800
2007-06-01 8.9686171495216000
2007-07-01 8.9272595333187500
2007-08-01 8.9291218238912310
2007-09-01 8.7312434292203100
2007-10-01 8.3948291131845700
2007-11-01 8.3447132503771600
2007-12-01 8.2489914615100400
2008-01-01 8.2399674088084290
2008-02-01 8.1707679912369900
2008-03-01 8.2741108319419000
2008-04-01 8.2735968764074000
2008-05-01 8.2645268386824600
2008-06-01 8.1947894004921520
2008-07-01 8.0618512186135300
2008-08-01 7.9208120260514600
2008-09-01 7.9396132956879700
2008-10-01 7.7967231997348705
2008-11-01 7.6497036322866610
2008-12-01 7.5485652401951300
2009-01-01 7.2809878317832695
2009-02-01 7.3513257025016200
2009-03-01 6.7650920134703210
2009-04-01 6.6862522492856300
2009-05-01 6.5830863073853000
2009-06-01 6.4305771207311800
2009-07-01 6.3853615651255300
2009-08-01 6.3999424809982190
2009-09-01 6.4412351068014910
2009-10-01 6.6936661837945800
2009-11-01 6.6638233390547890
2009-12-01 6.5465463748194190
2010-01-01 6.6357867877674200
2010-02-01 6.5352723755119200
2010-03-01 6.6578606100500600
2010-04-01 6.5863300311634690
2010-05-01 6.7043659000358495
2010-06-01 6.8711732479210195
2010-07-01 6.7932409650741600
2010-08-01 6.8856193845962600
2010-09-01 6.8378469383216700
2010-10-01 6.8876156016949100
2010-11-01 6.9713689805757310
2010-12-01 7.0557224056467700
2011-01-01 7.1073204768143000
2011-02-01 7.1218147610624410
2011-03-01 7.0410651341749600
2011-04-01 6.8973091514790590
2011-05-01 6.7322316918323800
2011-06-01 6.2970716074078890
2011-07-01 6.1828877779771900
2011-08-01 6.5751867932929800
2011-09-01 6.7274362187503600
2011-10-01 6.2752520210670000
2011-11-01 6.2862948280827700
2011-12-01 6.0615225093611000
2012-01-01 6.5077645015500800
2012-02-01 6.6161653138543400
2012-03-01 6.5268774592807900
2012-04-01 6.7020846267524700
2012-05-01 6.7531911503039690
2012-06-01 6.7115326427267990
2012-07-01 6.8694064492944910
2012-08-01 6.8580950603266800
2012-09-01 6.9068376921997800
2012-10-01 6.7694244769612900
2012-11-01 6.6025119957541600
2012-12-01 6.4779084549586110
2013-01-01 5.9214745732541700
2013-02-01 6.0108705964775900
2013-03-01 6.1146540028822100
2013-04-01 6.1173161508371290
2013-05-01 5.9659400123778400
2013-06-01 5.9132463159650100
2013-07-01 5.9548501493203200
2013-08-01 5.6388523634086700
2013-09-01 5.5737892787875400
2013-10-01 6.1626673206378200
2013-11-01 6.0227010743079110
2013-12-01 5.9885928274483000
2014-01-01 6.1501253894464100
2014-02-01 6.2187557652651800
2014-03-01 6.2039396354646910
2014-04-01 6.1317411664892010
2014-05-01 6.1782120807056300
2014-06-01 6.2012746863189100
2014-07-01 6.1356702732100000
2014-08-01 6.2171518894000300
2014-09-01 6.1453004019829400
2014-10-01 6.2604073009185890
2014-11-01 6.1384406132834000
2014-12-01 6.2104080811669600
2015-01-01 6.0721223095247800
2015-02-01 6.1240841684496290
2015-03-01 5.8939310439960100
2015-04-01 6.1564230058574200
2015-05-01 6.1919355305243000
2015-06-01 6.1818477681839100
2015-07-01 6.0216849082020305
2015-08-01 6.0772574393660500
2015-09-01 6.1217907219840500
2015-10-01 6.0617053946419200
2015-11-01 6.0554542856324600
2015-12-01 6.0295703008483400
2016-01-01 6.2944501467290110
2016-02-01 6.1345160462533610
2016-03-01 6.0934529159133400
2016-04-01 5.9665685094207594
2016-05-01 6.0047223846925790
2016-06-01 5.9674802149009505
2016-07-01 6.1091029298591100
2016-08-01 6.1287498495334995
2016-09-01 6.2012183718538800
2016-10-01 6.1730996929604990
2016-11-01 6.1696607335367000
2016-12-01 6.1508357507278400
2017-01-01 6.1119162152539195
2017-02-01 6.0368253199286700
2017-03-01 6.0976999613794700
2017-04-01 6.0728192070389100
2017-05-01 6.0136176599708410
2017-06-01 6.0699825474843500
2017-07-01 5.9913678168534900
2017-08-01 5.8860355852899500
2017-09-01 5.7842746961487700
2017-10-01 5.6804633100341110
2017-11-01 5.6767172243603390
2017-12-01 5.7625598595796700
2018-01-01 5.8284001012190405
2018-02-01 5.8548031425235910
2018-03-01 5.9053394447553600
2018-04-01 5.6613401280142000
2018-05-01 5.9164283130874410
2018-06-01 5.9677825517306600
2018-07-01 6.0778050563101600
2018-08-01 5.9752915552678500
2018-09-01 5.8735295608247400
2018-10-01 5.8861774997088710
2018-11-01 5.8799455644377000
2018-12-01 5.7739809580272490
2019-01-01 5.8295331924724400
2019-02-01 5.8588715356863500
2019-03-01 5.8069953319731510
2019-04-01 5.9515577755002200
2019-05-01 5.9137329135741610
2019-06-01 5.8676684051814005
2019-07-01 5.9764877234618200
2019-08-01 6.0871361080037500
2019-09-01 6.0806095053414100
2019-10-01 6.0863709393965590
2019-11-01 6.0728255155251800
2019-12-01 6.0716490205991300
2020-01-01 5.9234653534123210
2020-02-01 5.9555390654551600
2020-03-01 5.9131180418369100
2020-04-01 4.8356982004356600
2020-05-01 5.6073033618652000
2020-06-01 5.7701202624222400
2020-07-01 5.9808593132935000
2020-08-01 5.9180628512028010
2020-09-01 5.8906801035751900
2020-10-01 5.8896687166850990
2020-11-01 5.8672389417576390
2020-12-01 5.8650171545150300
2021-01-01 5.8097150263817690
2021-02-01 5.7383245640637200
2021-03-01 5.9111338715796690
2021-04-01 6.1270035784221500
2021-05-01 6.3036804570155900
2021-06-01 6.4790421497232495
2021-07-01 6.3752172858397600
2021-08-01 6.4568287690693700
2021-09-01 6.8081798593150700
2021-10-01 6.8940756355574600
2021-11-01 6.9572053865400000
2021-12-01 7.0552759366331690
2022-01-01 7.4944560498053000
2022-02-01 7.6273409338952805
2022-03-01 7.7116053419372200
2022-04-01 7.7183229455770900
2022-05-01 7.7011057183647100
2022-06-01 7.9785415665140595
2022-07-01 7.3690239975881900
2022-08-01 7.3923544467972600
2022-09-01 7.6199896393990990
2022-10-01 7.7998665361299210
2022-11-01 8.0578617610723080
2022-12-01 8.1541810116618600
2023-01-01 8.0767385354639400
2023-02-01 8.1126121761431590
2023-03-01 8.3091173928178890
2023-04-01 7.9134279418361400
2023-05-01 8.1013196054513090
2023-06-01 8.1787204010041390
2023-07-01 8.4604991501922700
2023-08-01 8.5134141110876800
2023-09-01 8.5357745094045490
2023-10-01 8.5050603693312180
2023-11-01 8.4528864775725300
2023-12-01 8.4537810568748490
2024-01-01 8.4674753793394900
2024-02-01 8.5032910264193300
2024-03-01 8.5113530314433100
2024-04-01 8.6097474303840990
2024-05-01 8.6023486877216200
2024-06-01 8.5826886074584400
2024-07-01 8.5517508369319700
2024-08-01 8.4178007597362200

Subscribe to the FRED newsletter


Follow us

Back to Top