Federal Reserve Economic Data

Table Data - All Employees: Leisure and Hospitality in Kokomo, IN (MSA)

Title All Employees: Leisure and Hospitality in Kokomo, IN (MSA)
Series ID KOKO018LEIH
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 2025-12-01
Last Updated 2026-01-28 4:02 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 3.72678921230949
1990-02-01 3.69159939407596
1990-03-01 3.66794541343906
1990-04-01 3.65224639910610
1990-05-01 3.56721773501796
1990-06-01 3.61386504375260
1990-07-01 3.79248020349028
1990-08-01 3.74094454409290
1990-09-01 3.69011489696232
1990-10-01 3.50092634988341
1990-11-01 3.56481227421428
1990-12-01 3.59475872102097
1991-01-01 3.62467949058635
1991-02-01 3.59486595579394
1991-03-01 3.36315351198267
1991-04-01 3.54478494170076
1991-05-01 3.56526956816658
1991-06-01 3.61448589106850
1991-07-01 3.59863483559698
1991-08-01 3.64250349845648
1991-09-01 3.59843470223900
1991-10-01 3.60451903050482
1991-11-01 3.56326290714580
1991-12-01 3.59106288874460
1992-01-01 3.52414621755052
1992-02-01 3.59200814780067
1992-03-01 3.55485851420830
1992-04-01 3.53637143657608
1992-05-01 3.56269359782662
1992-06-01 3.51923353388340
1992-07-01 3.60853602424746
1992-08-01 3.54536979684079
1992-09-01 3.61401206856489
1992-10-01 3.60896639274904
1992-11-01 3.65457507120515
1992-12-01 3.58009099142176
1993-01-01 3.63029190422928
1993-02-01 3.58672153017998
1993-03-01 3.64186614023132
1993-04-01 3.72624757722742
1993-05-01 3.76406696931639
1993-06-01 3.83421953667714
1993-07-01 3.71435264683704
1993-08-01 3.74542064794689
1993-09-01 3.72836003857370
1993-10-01 3.81595132131065
1993-11-01 3.84268515029744
1993-12-01 3.86562396945281
1994-01-01 3.93968069393921
1994-02-01 3.88062861577797
1994-03-01 3.93161046437184
1994-04-01 3.92352153605822
1994-05-01 3.86660851524490
1994-06-01 3.83991094397673
1994-07-01 3.62246925296517
1994-08-01 3.84153583283925
1994-09-01 3.84118606130328
1994-10-01 3.82110351755953
1994-11-01 3.83372280341791
1994-12-01 3.75156087429033
1995-01-01 4.04724404857277
1995-02-01 3.97606196661961
1995-03-01 3.92801488651159
1995-04-01 3.92468864290748
1995-05-01 3.77153941303387
1995-06-01 3.94729626576921
1995-07-01 4.12510962069752
1995-08-01 4.02787104312675
1995-09-01 3.94365178854962
1995-10-01 4.22400295912414
1995-11-01 4.13156744385412
1995-12-01 4.14271326341844
1996-01-01 4.05247858287105
1996-02-01 4.07554486798582
1996-03-01 4.13557123677154
1996-04-01 4.13379561464429
1996-05-01 4.07523760294294
1996-06-01 4.04517166187839
1996-07-01 4.12433090391660
1996-08-01 4.11098774638089
1996-09-01 4.03512883628744
1996-10-01 4.02427022725275
1996-11-01 4.03339071411796
1996-12-01 4.03699253461349
1997-01-01 3.95992015849372
1997-02-01 3.98531389403640
1997-03-01 3.95134750821606
1997-04-01 3.83657004288403
1997-05-01 3.87755910645285
1997-06-01 3.94199620356495
1997-07-01 3.81525901327670
1997-08-01 3.79324310223219
1997-09-01 3.82199811703167
1997-10-01 3.82640968946652
1997-11-01 3.83576022732198
1997-12-01 3.84321217411857
1998-01-01 3.96383910913607
1998-02-01 3.99946086593286
1998-03-01 3.97027205465087
1998-04-01 4.03300631878956
1998-05-01 4.07131688440482
1998-06-01 4.02899577744974
1998-07-01 3.91252267057514
1998-08-01 4.08778357114783
1998-09-01 4.00837181195769
1998-10-01 4.12647095458022
1998-11-01 4.04220629484052
1998-12-01 4.05558784181916
1999-01-01 4.06202321721987
1999-02-01 4.00861101702376
1999-03-01 4.08977860969278
1999-04-01 4.12077392959908
1999-05-01 4.16022339682521
1999-06-01 4.22132695716783
1999-07-01 4.31174292793908
1999-08-01 4.48620337856280
1999-09-01 4.40159691320869
1999-10-01 4.32610971665100
1999-11-01 4.34808474545196
1999-12-01 4.37360220148607
2000-01-01 4.25915438629248
2000-02-01 4.20814066245070
2000-03-01 4.20515033217879
2000-04-01 4.20391777647776
2000-05-01 4.14737059980642
2000-06-01 4.21986106776192
2000-07-01 4.30928766290894
2000-08-01 4.19722562844548
2000-09-01 4.29974510667259
2000-10-01 4.12072123794411
2000-11-01 4.15163345168496
2000-12-01 4.08814775562756
2001-01-01 4.15768534616730
2001-02-01 4.40412881705326
2001-03-01 4.71546162230465
2001-04-01 4.48959400495742
2001-05-01 4.43773677074730
2001-06-01 4.32235442763654
2001-07-01 4.19899277649290
2001-08-01 4.20776904883607
2001-09-01 4.20670029905497
2001-10-01 4.21645753947081
2001-11-01 4.15584848986406
2001-12-01 4.20440152456088
2002-01-01 4.15325729386804
2002-02-01 4.19907255060601
2002-03-01 4.11299502842865
2002-04-01 4.07652609017118
2002-05-01 4.13551743339802
2002-06-01 4.22497550466749
2002-07-01 4.08736931492272
2002-08-01 4.12351698111118
2002-09-01 4.11784496686643
2002-10-01 4.10924520562554
2002-11-01 4.16089564599085
2002-12-01 4.11686394666316
2003-01-01 4.14542049471364
2003-02-01 4.19036988908176
2003-03-01 4.10603746630317
2003-04-01 4.27115135531816
2003-05-01 4.24311270800450
2003-06-01 4.22618364718099
2003-07-01 4.27692799847464
2003-08-01 4.22857801859990
2003-09-01 4.23307488093840
2003-10-01 4.30482090208009
2003-11-01 4.26059963883297
2003-12-01 4.22621124308095
2004-01-01 4.23776497603013
2004-02-01 4.19243436028316
2004-03-01 4.19452728764710
2004-04-01 4.15940268254882
2004-05-01 4.25991097888023
2004-06-01 4.22653403844717
2004-07-01 4.26810374205344
2004-08-01 4.23402914310493
2004-09-01 4.24607792218406
2004-10-01 4.19942550943700
2004-11-01 4.15829497081869
2004-12-01 4.22560131771003
2005-01-01 4.23041903025735
2005-02-01 4.19783184009756
2005-03-01 4.28605482312334
2005-04-01 4.25745815942401
2005-05-01 4.17908195260274
2005-06-01 4.22815385540502
2005-07-01 4.25967947552641
2005-08-01 4.23112214665338
2005-09-01 4.24889530911348
2005-10-01 4.09537427519472
2005-11-01 4.25908245483158
2005-12-01 4.12545182977800
2006-01-01 4.22280208542556
2006-02-01 4.30981893333271
2006-03-01 4.38104641356403
2006-04-01 4.14800751372231
2006-05-01 4.09442786753654
2006-06-01 4.13562124881562
2006-07-01 4.05888590058192
2006-08-01 4.12805854962412
2006-09-01 4.04331277904914
2006-10-01 4.08763482284103
2006-11-01 4.16072641479280
2006-12-01 4.12417191590448
2007-01-01 4.11770523865446
2007-02-01 4.11434888761723
2007-03-01 4.18512326857336
2007-04-01 4.24475382702311
2007-05-01 4.40280994892313
2007-06-01 4.24926904949305
2007-07-01 4.15820348843552
2007-08-01 4.11955724289404
2007-09-01 4.13326546825653
2007-10-01 4.28452274174961
2007-11-01 4.15918215164277
2007-12-01 4.22102683928605
2008-01-01 4.21806192174804
2008-02-01 4.22377427912559
2008-03-01 4.19106286045599
2008-04-01 4.13616003020427
2008-05-01 4.20128908379178
2008-06-01 4.16220263109938
2008-07-01 4.25853770953652
2008-08-01 4.22117117154683
2008-09-01 4.22322150636584
2008-10-01 4.18466647281620
2008-11-01 4.05942446321171
2008-12-01 4.01455309334603
2009-01-01 4.01779185878823
2009-02-01 3.92614819404331
2009-03-01 3.89264752555052
2009-04-01 3.93743809198929
2009-05-01 3.89260727733754
2009-06-01 3.87543732178224
2009-07-01 3.85487659883838
2009-08-01 3.92736372781584
2009-09-01 3.91866802326990
2009-10-01 3.89158367043059
2009-11-01 3.96211855416806
2009-12-01 3.80509621800945
2010-01-01 3.81623327183577
2010-02-01 3.82827862658738
2010-03-01 3.78162068624847
2010-04-01 3.83986748155377
2010-05-01 3.77930894838767
2010-06-01 3.78250976651768
2010-07-01 3.85810349926674
2010-08-01 3.84148834842901
2010-09-01 3.82363997942925
2010-10-01 3.80074397928595
2010-11-01 3.86491614322257
2010-12-01 3.89677470556482
2011-01-01 3.81141197460221
2011-02-01 3.81720820259010
2011-03-01 3.86675211217626
2011-04-01 3.84563915010078
2011-05-01 3.86842346166133
2011-06-01 3.98410613046201
2011-07-01 3.86180301827641
2011-08-01 3.85637991543205
2011-09-01 3.94049048775979
2011-10-01 3.91475465753330
2011-11-01 3.86439891652026
2011-12-01 3.98739295021520
2012-01-01 4.00628119798742
2012-02-01 4.10195647971786
2012-03-01 4.04795649476232
2012-04-01 4.05594657134867
2012-05-01 4.05444422370564
2012-06-01 4.07636165020488
2012-07-01 4.07477070631664
2012-08-01 4.07238980520566
2012-09-01 4.05735181885567
2012-10-01 4.12824813764678
2012-11-01 4.16904994566966
2012-12-01 4.18161720377144
2013-01-01 4.29298754873028
2013-02-01 4.17958755080849
2013-03-01 4.23586032635788
2013-04-01 4.16680827119352
2013-05-01 4.24773168244677
2013-06-01 4.17097216423602
2013-07-01 4.18406981332034
2013-08-01 4.17829728206910
2013-09-01 4.17375429341249
2013-10-01 4.23782071461048
2013-11-01 4.17727568171289
2013-12-01 4.18247581149641
2014-01-01 4.17851388366428
2014-02-01 4.15399468332402
2014-03-01 4.12952586410237
2014-04-01 4.17422950678658
2014-05-01 4.14704020115438
2014-06-01 4.16686336456617
2014-07-01 4.19724235562060
2014-08-01 4.07831974899427
2014-09-01 4.18429901298127
2014-10-01 4.13871290870126
2014-11-01 4.18726409458966
2014-12-01 4.18262203964525
2015-01-01 4.16716754638382
2015-02-01 4.23051344673924
2015-03-01 4.23798174891098
2015-04-01 4.16994651712189
2015-05-01 4.25468100089145
2015-06-01 4.26633478332556
2015-07-01 4.20076692573565
2015-08-01 4.27624574874504
2015-09-01 4.29856707054108
2015-10-01 4.23725661182027
2015-11-01 4.28892516886083
2015-12-01 4.27709818016900
2016-01-01 4.36267993268636
2016-02-01 4.31347364790861
2016-03-01 4.34536060911517
2016-04-01 4.36992407982468
2016-05-01 4.36466689083822
2016-06-01 4.36633454453491
2016-07-01 4.40287410466197
2016-08-01 4.47563912247089
2016-09-01 4.40947051788646
2016-10-01 4.43264416888982
2016-11-01 4.38336210517655
2016-12-01 4.36672514249878
2017-01-01 4.55648817479663
2017-02-01 4.50786867038223
2017-03-01 4.46014333015103
2017-04-01 4.46996038984788
2017-05-01 4.37856242827632
2017-06-01 4.56792903228550
2017-07-01 4.39821842007730
2017-08-01 4.37248400652743
2017-09-01 4.42392534296669
2017-10-01 4.42040296656839
2017-11-01 4.36631508502589
2017-12-01 4.46045777148907
2018-01-01 4.35703937307609
2018-02-01 4.40978642780867
2018-03-01 4.36985975295092
2018-04-01 4.47868131015957
2018-05-01 4.49488622563244
2018-06-01 4.46383386565351
2018-07-01 4.48796798295842
2018-08-01 4.37461442177413
2018-09-01 4.43253111532089
2018-10-01 4.50179880894375
2018-11-01 4.54894630356443
2018-12-01 4.55431419641442
2019-01-01 4.56171219678569
2019-02-01 4.52208450073366
2019-03-01 4.58418101045608
2019-04-01 4.48691676425655
2019-05-01 4.50755293133565
2019-06-01 4.45430985170372
2019-07-01 4.46987325402871
2019-08-01 4.47873839189227
2019-09-01 4.43698005288428
2019-10-01 4.38742923555434
2019-11-01 4.43085938429925
2019-12-01 4.55843280471773
2020-01-01 4.46927159866608
2020-02-01 4.43799707080021
2020-03-01 4.38861135062288
2020-04-01 2.49912180590603
2020-05-01 3.21458895998739
2020-06-01 3.53725297236436
2020-07-01 3.75504334811121
2020-08-01 3.88122817700053
2020-09-01 4.03538451068916
2020-10-01 3.98352410808554
2020-11-01 4.01895064650043
2020-12-01 3.96633450314126
2021-01-01 3.97265082826090
2021-02-01 4.05565953580135
2021-03-01 4.09448908905398
2021-04-01 4.10646223201068
2021-05-01 4.11357389655136
2021-06-01 4.21827464898232
2021-07-01 4.24686519104633
2021-08-01 4.18018040438233
2021-09-01 4.23063671190881
2021-10-01 4.28378873700925
2021-11-01 4.21348036164846
2021-12-01 4.28041220570133
2022-01-01 4.17846770238926
2022-02-01 4.26850869797937
2022-03-01 4.29422074908006
2022-04-01 4.30823469572862
2022-05-01 4.31006165002409
2022-06-01 4.29940177688465
2022-07-01 4.34085067459288
2022-08-01 4.28388379628774
2022-09-01 4.32454750117361
2022-10-01 4.28787686854465
2022-11-01 4.31545890827997
2022-12-01 4.28807574212102
2023-01-01 4.38422248577769
2023-02-01 4.37765764138576
2023-03-01 4.39584338751141
2023-04-01 4.40448863933496
2023-05-01 4.39995759575587
2023-06-01 4.38967537388893
2023-07-01 4.33897052780905
2023-08-01 4.38720909956384
2023-09-01 4.31771248053643
2023-10-01 4.29524717626898
2023-11-01 4.41869937998157
2023-12-01 4.39359342928919
2024-01-01 4.38687696442712
2024-02-01 4.38363556781632
2024-03-01 4.39296937590761
2024-04-01 4.40092259964510
2024-05-01 4.49097717969545
2024-06-01 4.48787784079811
2024-07-01 4.43998769437326
2024-08-01 4.48676933467851
2024-09-01 4.51397662884499
2024-10-01 4.50379039467563
2024-11-01 4.42002679020809
2024-12-01 4.49446130958415
2025-01-01 4.48620031273398
2025-02-01 4.48559518115758
2025-03-01 4.49319081417874
2025-04-01 4.49951077714043
2025-05-01 4.48481759633957
2025-06-01 4.49043463259042
2025-07-01 4.54521609509637
2025-08-01 4.48335900520625
2025-09-01 4.50834758388589
2025-10-01 4.50683348320276
2025-11-01 4.52072998463594
2025-12-01 4.49497117203557

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