Table Data - All Employees: Service-Providing in Texarkana, TX-AR (MSA)

Title All Employees: Service-Providing in Texarkana, TX-AR (MSA)
Series ID SMU48455000700000001SA
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 2026-08-01
Last Updated 2026-09-18 11:38 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 43.9237530130
1990-02-01 43.6617606994
1990-03-01 43.4638089437
1990-04-01 43.8184579412
1990-05-01 43.8639005623
1990-06-01 43.9623491790
1990-07-01 43.9498839894
1990-08-01 43.6352044860
1990-09-01 43.3481432496
1990-10-01 42.8883513224
1990-11-01 42.5594520480
1990-12-01 42.7090300138
1991-01-01 42.4321632282
1991-02-01 42.4663554468
1991-03-01 42.7752199138
1991-04-01 42.3279366209
1991-05-01 42.3482765601
1991-06-01 42.6816232760
1991-07-01 42.3382337031
1991-08-01 42.7226032770
1991-09-01 42.8570978699
1991-10-01 42.9788924862
1991-11-01 43.0339722298
1991-12-01 42.9944454304
1992-01-01 43.4631351227
1992-02-01 43.5846268300
1992-03-01 43.8668018715
1992-04-01 44.0449963228
1992-05-01 43.9309487706
1992-06-01 43.8189868385
1992-07-01 43.9445386585
1992-08-01 43.9010819206
1992-09-01 44.3528291849
1992-10-01 44.6604700309
1992-11-01 44.7878820605
1992-12-01 44.9841682598
1993-01-01 45.0988008249
1993-02-01 45.3080687028
1993-03-01 44.8590564497
1993-04-01 44.9710200970
1993-05-01 45.1178307726
1993-06-01 45.1553708768
1993-07-01 45.4539163907
1993-08-01 45.2970877865
1993-09-01 45.0308660621
1993-10-01 45.0329969091
1993-11-01 45.2351174149
1993-12-01 44.9518826185
1994-01-01 44.4539896612
1994-02-01 44.9217514661
1994-03-01 45.0526920147
1994-04-01 45.5240473064
1994-05-01 45.5181314797
1994-06-01 45.3682044412
1994-07-01 45.5764648342
1994-08-01 45.6029074045
1994-09-01 45.4901115071
1994-10-01 45.7108071358
1994-11-01 45.6626874413
1994-12-01 45.8000570249
1995-01-01 45.7218748754
1995-02-01 45.5471150183
1995-03-01 45.9669737916
1995-04-01 45.8697417730
1995-05-01 45.8162625440
1995-06-01 45.7688314235
1995-07-01 45.8025720192
1995-08-01 46.0242349034
1995-09-01 45.9362322830
1995-10-01 45.6896308002
1995-11-01 45.7084514242
1995-12-01 45.7226062870
1996-01-01 46.0988813452
1996-02-01 46.2645438906
1996-03-01 46.0804950451
1996-04-01 46.0019845483
1996-05-01 46.1276316052
1996-06-01 46.5639088203
1996-07-01 46.5435786894
1996-08-01 46.5561164320
1996-09-01 46.7805662968
1996-10-01 46.8669281182
1996-11-01 46.8608378290
1996-12-01 46.8404001602
1997-01-01 46.8644400565
1997-02-01 47.0755316525
1997-03-01 47.2121019114
1997-04-01 47.1089931075
1997-05-01 47.6236506042
1997-06-01 47.2520015857
1997-07-01 46.8911450434
1997-08-01 47.0257654030
1997-09-01 47.2502500195
1997-10-01 47.7357138666
1997-11-01 47.5187808316
1997-12-01 47.5570398795
1998-01-01 47.1092412056
1998-02-01 47.1756673985
1998-03-01 47.2448326724
1998-04-01 47.4001597526
1998-05-01 47.5079905646
1998-06-01 47.4307532629
1998-07-01 47.7342243855
1998-08-01 48.0147017782
1998-09-01 48.1506471492
1998-10-01 47.9265674367
1998-11-01 47.9797062973
1998-12-01 48.0855274706
1999-01-01 48.3305792645
1999-02-01 48.4757901501
1999-03-01 48.3648178389
1999-04-01 48.5670565429
1999-05-01 48.4792246490
1999-06-01 48.4942245095
1999-07-01 48.8922392305
1999-08-01 49.3005083468
1999-09-01 48.7782628788
1999-10-01 48.9308434517
1999-11-01 48.7736644663
1999-12-01 48.8429901688
2000-01-01 48.5178903055
2000-02-01 48.4524139902
2000-03-01 48.4350486451
2000-04-01 48.5296292545
2000-05-01 48.7765124984
2000-06-01 48.7621854707
2000-07-01 48.6675515300
2000-08-01 48.6659623675
2000-09-01 48.5092423667
2000-10-01 48.9333018799
2000-11-01 49.0831236661
2000-12-01 49.0360593905
2001-01-01 48.9900781503
2001-02-01 48.8224997420
2001-03-01 48.7714071854
2001-04-01 48.7019333798
2001-05-01 48.6804396582
2001-06-01 48.6177121856
2001-07-01 48.5727836179
2001-08-01 48.3134494187
2001-09-01 48.4346792705
2001-10-01 48.2244486571
2001-11-01 48.3957164283
2001-12-01 48.2533091967
2002-01-01 48.7602354931
2002-02-01 48.9830097103
2002-03-01 49.0973435873
2002-04-01 49.2908226026
2002-05-01 49.1982564040
2002-06-01 49.3884320607
2002-07-01 49.1637787075
2002-08-01 49.1363591867
2002-09-01 49.1405256422
2002-10-01 48.7094186846
2002-11-01 49.1120282523
2002-12-01 49.2794829747
2003-01-01 49.1469625612
2003-02-01 49.1574281026
2003-03-01 49.0417653951
2003-04-01 48.7814009749
2003-05-01 48.7044334400
2003-06-01 48.4612333850
2003-07-01 48.8441477389
2003-08-01 49.1307318084
2003-09-01 49.1366023092
2003-10-01 49.3923877291
2003-11-01 49.4423964769
2003-12-01 49.3019802547
2004-01-01 49.4314804551
2004-02-01 49.3300641521
2004-03-01 49.7215604130
2004-04-01 49.6986048092
2004-05-01 49.7144381909
2004-06-01 49.0451188159
2004-07-01 49.4689816419
2004-08-01 49.7187213186
2004-09-01 49.7180344115
2004-10-01 49.9631799008
2004-11-01 49.7641152007
2004-12-01 49.7369256299
2005-01-01 49.3359858157
2005-02-01 49.8242694886
2005-03-01 49.7296929971
2005-04-01 49.9253928695
2005-05-01 49.9971467375
2005-06-01 49.7080670988
2005-07-01 50.4730047776
2005-08-01 50.5212522949
2005-09-01 50.6020346838
2005-10-01 50.6355529088
2005-11-01 50.6768899012
2005-12-01 50.9674183712
2006-01-01 51.0308681840
2006-02-01 51.2222536028
2006-03-01 51.2663328920
2006-04-01 51.3570250957
2006-05-01 51.3937105017
2006-06-01 51.4721359274
2006-07-01 51.1308807695
2006-08-01 51.2338791732
2006-09-01 51.1939455762
2006-10-01 50.9087448602
2006-11-01 51.2890472881
2006-12-01 51.4965408236
2007-01-01 51.6240079845
2007-02-01 51.6332236232
2007-03-01 51.8086076614
2007-04-01 51.6651261399
2007-05-01 52.0845417663
2007-06-01 52.2344011222
2007-07-01 52.3960791504
2007-08-01 52.3528689031
2007-09-01 52.7123865486
2007-10-01 52.6828290368
2007-11-01 52.8899869819
2007-12-01 52.7000019943
2008-01-01 52.9138953071
2008-02-01 53.3578201198
2008-03-01 53.2339945237
2008-04-01 53.1551425905
2008-05-01 53.4983487263
2008-06-01 53.6201838263
2008-07-01 53.9786767587
2008-08-01 53.6573715561
2008-09-01 53.6318077384
2008-10-01 53.5527750283
2008-11-01 53.3711407726
2008-12-01 53.2018376227
2009-01-01 53.2191852717
2009-02-01 53.0016364526
2009-03-01 52.7387197841
2009-04-01 52.6247692288
2009-05-01 52.3014750076
2009-06-01 51.9081961447
2009-07-01 52.5078968497
2009-08-01 52.2371204808
2009-09-01 52.1599357478
2009-10-01 52.4438975144
2009-11-01 52.3396252861
2009-12-01 52.5839485525
2010-01-01 52.6393669071
2010-02-01 52.5364506232
2010-03-01 52.6417696886
2010-04-01 52.8876111912
2010-05-01 53.0915705901
2010-06-01 52.9950001404
2010-07-01 53.2597791455
2010-08-01 52.8166159001
2010-09-01 53.0883256905
2010-10-01 53.1429893576
2010-11-01 53.2162962084
2010-12-01 53.1657459193
2011-01-01 53.0733502891
2011-02-01 53.0535934519
2011-03-01 53.3469201460
2011-04-01 53.1451725833
2011-05-01 52.8353390657
2011-06-01 52.5765820212
2011-07-01 52.8364924085
2011-08-01 53.0164719817
2011-09-01 53.0066214679
2011-10-01 52.8691805679
2011-11-01 52.7934114368
2011-12-01 52.7410278630
2012-01-01 52.8121603519
2012-02-01 52.6476716666
2012-03-01 52.7568942663
2012-04-01 52.6003184716
2012-05-01 52.4745908054
2012-06-01 52.6694033442
2012-07-01 52.4028797058
2012-08-01 52.6282401902
2012-09-01 52.2902466139
2012-10-01 52.2082460887
2012-11-01 52.2831598828
2012-12-01 52.2501755801
2013-01-01 51.8411186689
2013-02-01 51.8201012414
2013-03-01 51.5747135444
2013-04-01 51.3522788102
2013-05-01 51.6124142454
2013-06-01 51.5786866584
2013-07-01 51.1369891047
2013-08-01 50.9417555341
2013-09-01 50.8663560143
2013-10-01 51.0609382590
2013-11-01 50.8913256050
2013-12-01 50.7633221374
2014-01-01 50.8486368245
2014-02-01 50.9812307274
2014-03-01 51.2986541343
2014-04-01 51.0104347708
2014-05-01 51.0713925150
2014-06-01 50.9069320854
2014-07-01 50.8367607111
2014-08-01 50.8505847935
2014-09-01 51.2371072422
2014-10-01 51.2983804656
2014-11-01 51.5226572464
2014-12-01 51.7852552860
2015-01-01 51.7341594663
2015-02-01 51.8618603751
2015-03-01 51.7091259707
2015-04-01 52.1645600535
2015-05-01 52.1504082529
2015-06-01 52.3625623165
2015-07-01 52.6125782337
2015-08-01 52.7578322648
2015-09-01 52.8041667660
2015-10-01 52.6210999451
2015-11-01 52.7542490826
2015-12-01 52.5887833571
2016-01-01 52.7134218006
2016-02-01 53.0662561237
2016-03-01 52.7133172278
2016-04-01 52.8383819339
2016-05-01 52.7642402969
2016-06-01 52.6245084800
2016-07-01 52.6771984312
2016-08-01 52.4340146917
2016-09-01 52.2691409693
2016-10-01 52.2146712619
2016-11-01 52.0755576638
2016-12-01 51.7022350158
2017-01-01 52.1890397215
2017-02-01 52.0892306892
2017-03-01 52.0271158887
2017-04-01 51.8471987740
2017-05-01 51.7965078940
2017-06-01 51.7808303494
2017-07-01 51.5197720895
2017-08-01 51.5753070536
2017-09-01 51.5537604568
2017-10-01 51.2767462703
2017-11-01 51.3845666597
2017-12-01 51.5170653618
2018-01-01 51.3736484577
2018-02-01 51.3233467837
2018-03-01 51.5661398296
2018-04-01 51.5987332299
2018-05-01 51.3236244754
2018-06-01 51.3194416219
2018-07-01 51.3353850875
2018-08-01 51.3916945452
2018-09-01 51.6560468815
2018-10-01 51.7170914137
2018-11-01 51.7803608630
2018-12-01 51.9540577024
2019-01-01 51.9803825815
2019-02-01 52.0540923863
2019-03-01 52.2213801597
2019-04-01 52.2494495493
2019-05-01 52.3616025383
2019-06-01 52.2590467338
2019-07-01 52.1201678000
2019-08-01 52.0876888946
2019-09-01 52.1526544588
2019-10-01 52.2725104996
2019-11-01 52.4775105339
2019-12-01 52.1996389899
2020-01-01 52.2038561305
2020-02-01 52.1883277468
2020-03-01 51.9799099600
2020-04-01 46.1983656510
2020-05-01 47.3003163094
2020-06-01 48.1734720280
2020-07-01 49.1887291416
2020-08-01 49.4699499323
2020-09-01 49.0478301718
2020-10-01 49.4685247613
2020-11-01 49.3740880951
2020-12-01 49.3704445676
2021-01-01 49.5322612810
2021-02-01 49.5066841461
2021-03-01 49.6217843684
2021-04-01 49.7379005927
2021-05-01 49.8510094667
2021-06-01 49.7688844108
2021-07-01 49.9481526390
2021-08-01 49.8540261820
2021-09-01 49.7560814407
2021-10-01 50.0876347782
2021-11-01 49.8789964214
2021-12-01 49.8498620671
2022-01-01 49.8538194387
2022-02-01 50.2269201569
2022-03-01 49.9286533695
2022-04-01 50.1798151966
2022-05-01 49.9802321942
2022-06-01 50.0451763788
2022-07-01 50.3341093436
2022-08-01 50.4592930587
2022-09-01 50.5799033607
2022-10-01 50.4238971530
2022-11-01 50.5880135004
2022-12-01 50.8143046502
2023-01-01 50.7684753149
2023-02-01 50.8349510534
2023-03-01 51.0071892530
2023-04-01 51.0090062711
2023-05-01 51.1087531806
2023-06-01 51.2299048553
2023-07-01 51.0584172988
2023-08-01 51.0951971880
2023-09-01 51.2004196427
2023-10-01 50.9533500466
2023-11-01 51.0946740925
2023-12-01 51.0491952632
2024-01-01 51.2755393707
2024-02-01 51.3521756765
2024-03-01 51.4773640427
2024-04-01 51.4411297323
2024-05-01 51.3054681204
2024-06-01 51.5138013084
2024-07-01 51.5254127159
2024-08-01 51.1641681704
2024-09-01 51.3207777102
2024-10-01 51.5705288380
2024-11-01 51.5959395619
2024-12-01 51.3698407515
2025-01-01 51.3695177196
2025-02-01 51.0561457158
2025-03-01 51.2558426183
2025-04-01 51.1697229362
2025-05-01 51.4052234910
2025-06-01 51.3082970807
2025-07-01 51.4117604716
2025-08-01 51.4500483263
2025-09-01 51.2396631848
2025-10-01 51.2633871780
2025-11-01 51.1905321895
2025-12-01 51.2781369778
2026-01-01 51.2619662921
2026-02-01 51.2667765635
2026-03-01 51.2490121263
2026-04-01 51.1928621409
2026-05-01 51.1903110526
2026-06-01 50.9123187192
2026-07-01 51.1049252836
2026-08-01 51.1415942208

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