Table Data - All Employees: Private Service Providing in Wichita Falls, TX (MSA)

Title All Employees: Private Service Providing in Wichita Falls, TX (MSA)
Series ID SMU48486600800000001SA
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 11:42 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 30.5740378611
1990-02-01 30.5068367155
1990-03-01 30.8053828899
1990-04-01 30.2144515981
1990-05-01 30.5353132752
1990-06-01 30.4677880154
1990-07-01 30.4325500508
1990-08-01 30.3441238106
1990-09-01 30.2407505514
1990-10-01 30.2485324670
1990-11-01 30.3881442065
1990-12-01 30.3527984557
1991-01-01 30.2635911348
1991-02-01 30.3900507304
1991-03-01 30.0116481175
1991-04-01 30.4289511902
1991-05-01 30.3325012337
1991-06-01 30.2649042058
1991-07-01 30.4330646529
1991-08-01 29.9500332493
1991-09-01 30.3297268955
1991-10-01 30.3688440546
1991-11-01 30.2917761021
1991-12-01 30.4434641627
1992-01-01 29.7512994837
1992-02-01 29.9710880907
1992-03-01 30.2197188745
1992-04-01 30.1426437243
1992-05-01 30.2318537382
1992-06-01 30.2605308729
1992-07-01 30.2424816136
1992-08-01 30.3556476137
1992-09-01 30.4027954919
1992-10-01 30.7033227118
1992-11-01 30.6978821078
1992-12-01 30.7369612729
1993-01-01 31.5369594039
1993-02-01 31.4574075324
1993-03-01 31.3052202748
1993-04-01 31.5692700166
1993-05-01 31.5239779153
1993-06-01 31.8480226032
1993-07-01 31.8599581138
1993-08-01 32.1566502837
1993-09-01 32.2929268010
1993-10-01 32.2431743413
1993-11-01 32.2000080423
1993-12-01 32.2222513635
1994-01-01 32.4332941027
1994-02-01 32.4416311845
1994-03-01 32.4904272082
1994-04-01 32.4794276776
1994-05-01 32.8237519699
1994-06-01 32.7305952422
1994-07-01 32.9961523761
1994-08-01 32.7325852066
1994-09-01 32.9716249638
1994-10-01 32.9943407499
1994-11-01 33.2064830600
1994-12-01 33.4168728493
1995-01-01 33.6459406930
1995-02-01 33.3466674233
1995-03-01 33.4522052298
1995-04-01 33.6815304683
1995-05-01 33.3052235722
1995-06-01 33.8095412696
1995-07-01 33.9229063082
1995-08-01 34.0119576453
1995-09-01 34.2779574178
1995-10-01 34.2320813147
1995-11-01 34.5148440350
1995-12-01 34.5097463550
1996-01-01 34.6745602545
1996-02-01 34.8705765414
1996-03-01 34.8206022967
1996-04-01 34.5522596983
1996-05-01 34.5969677125
1996-06-01 34.6731054947
1996-07-01 34.2381445843
1996-08-01 34.9791537623
1996-09-01 34.6865268271
1996-10-01 35.0601196919
1996-11-01 35.1412706004
1996-12-01 35.3265100237
1997-01-01 35.3212871796
1997-02-01 35.4059285884
1997-03-01 35.5729308232
1997-04-01 35.8068848499
1997-05-01 35.9796618579
1997-06-01 36.0228911130
1997-07-01 36.0386486373
1997-08-01 36.3563218987
1997-09-01 36.4339211084
1997-10-01 36.1540775992
1997-11-01 36.2768797860
1997-12-01 36.2552805177
1998-01-01 35.9651615535
1998-02-01 36.2440343459
1998-03-01 36.2503546006
1998-04-01 36.1390326686
1998-05-01 36.0778362833
1998-06-01 35.8504129830
1998-07-01 35.8268444204
1998-08-01 35.5319706291
1998-09-01 35.7760785614
1998-10-01 35.8543187825
1998-11-01 35.7262060944
1998-12-01 35.7036390013
1999-01-01 35.7881504628
1999-02-01 35.6682804317
1999-03-01 35.6342219538
1999-04-01 35.5878835187
1999-05-01 35.5547790093
1999-06-01 35.7842358030
1999-07-01 35.9006121843
1999-08-01 35.7487946555
1999-09-01 35.6289101900
1999-10-01 35.5558620734
1999-11-01 35.4549792028
1999-12-01 35.5353218338
2000-01-01 35.3734671321
2000-02-01 35.5865893520
2000-03-01 35.7439446716
2000-04-01 35.8574055906
2000-05-01 35.8440238210
2000-06-01 35.7234764682
2000-07-01 35.7731254529
2000-08-01 35.8804606071
2000-09-01 35.8631739245
2000-10-01 36.1657543646
2000-11-01 36.6716281230
2000-12-01 36.3705623593
2001-01-01 36.4292008855
2001-02-01 36.5747514784
2001-03-01 36.7488086335
2001-04-01 37.0624529535
2001-05-01 36.8363947826
2001-06-01 37.1843744556
2001-07-01 37.3771506752
2001-08-01 37.2188529998
2001-09-01 37.0884886653
2001-10-01 36.7617321717
2001-11-01 36.9567863597
2001-12-01 36.9962320444
2002-01-01 37.0670893977
2002-02-01 37.2676973120
2002-03-01 36.8628334862
2002-04-01 36.6891727993
2002-05-01 37.0377583013
2002-06-01 36.7620590944
2002-07-01 36.6891623971
2002-08-01 36.5315269699
2002-09-01 36.5935189036
2002-10-01 36.3674964318
2002-11-01 36.5512045149
2002-12-01 36.5223787645
2003-01-01 36.4077470392
2003-02-01 36.3379065342
2003-03-01 36.2551569351
2003-04-01 36.3420450188
2003-05-01 36.3377485439
2003-06-01 36.2573606903
2003-07-01 36.4153174590
2003-08-01 36.3403015598
2003-09-01 36.5773264797
2003-10-01 36.7743104497
2003-11-01 36.7404874691
2003-12-01 36.7591787905
2004-01-01 36.9494266869
2004-02-01 36.9143677738
2004-03-01 36.8266488121
2004-04-01 36.7957428476
2004-05-01 36.6433559210
2004-06-01 36.8653558608
2004-07-01 36.6421029952
2004-08-01 36.8302972560
2004-09-01 36.8615756865
2004-10-01 36.8699422011
2004-11-01 36.8595176395
2004-12-01 37.0064004803
2005-01-01 36.2047461068
2005-02-01 36.4632600976
2005-03-01 36.6810024060
2005-04-01 36.8380235041
2005-05-01 37.0577996459
2005-06-01 36.9849694633
2005-07-01 37.1791007393
2005-08-01 37.2072420732
2005-09-01 36.9504487448
2005-10-01 37.0561717172
2005-11-01 37.1832805990
2005-12-01 37.4599358778
2006-01-01 37.2744925558
2006-02-01 37.6238151955
2006-03-01 37.6394256524
2006-04-01 37.5478172434
2006-05-01 37.5482218594
2006-06-01 37.7122574358
2006-07-01 37.7019287752
2006-08-01 37.5859639694
2006-09-01 37.9678125023
2006-10-01 37.5611371007
2006-11-01 37.6242407381
2006-12-01 37.3921042609
2007-01-01 37.6497176304
2007-02-01 37.3580929850
2007-03-01 37.6137859792
2007-04-01 37.3444484908
2007-05-01 37.3336647055
2007-06-01 36.8294885199
2007-07-01 37.0210819240
2007-08-01 37.1899233709
2007-09-01 37.7881100703
2007-10-01 37.2952631409
2007-11-01 37.0379931194
2007-12-01 36.9993009229
2008-01-01 37.0283259784
2008-02-01 37.0187392653
2008-03-01 36.6992291875
2008-04-01 36.6189283644
2008-05-01 36.5040677228
2008-06-01 36.5388678101
2008-07-01 36.7478860223
2008-08-01 36.9171372262
2008-09-01 36.7188385010
2008-10-01 36.8346452791
2008-11-01 36.5395347781
2008-12-01 36.4774630170
2009-01-01 36.4136165031
2009-02-01 36.3650280372
2009-03-01 36.3042942505
2009-04-01 36.2938295403
2009-05-01 36.3008645548
2009-06-01 35.9473226931
2009-07-01 36.1689194823
2009-08-01 35.6485113270
2009-09-01 35.5360027991
2009-10-01 35.4685211937
2009-11-01 35.6074299557
2009-12-01 35.7357073511
2010-01-01 35.9172951423
2010-02-01 36.3529139388
2010-03-01 36.1293610911
2010-04-01 36.3729274669
2010-05-01 36.4915307764
2010-06-01 36.7529334888
2010-07-01 36.3677031675
2010-08-01 36.7787733339
2010-09-01 36.8557029675
2010-10-01 36.8019340818
2010-11-01 37.0575619950
2010-12-01 37.0762120976
2011-01-01 36.9326802304
2011-02-01 36.8421792513
2011-03-01 36.9654564242
2011-04-01 36.8739066719
2011-05-01 36.8226084225
2011-06-01 36.9580383792
2011-07-01 36.7384830841
2011-08-01 36.5979144632
2011-09-01 36.9610521221
2011-10-01 37.0179199186
2011-11-01 36.9900166302
2011-12-01 37.1264109972
2012-01-01 37.2497638791
2012-02-01 37.4495001918
2012-03-01 37.4043400037
2012-04-01 37.2887561653
2012-05-01 37.2686703803
2012-06-01 36.9660269248
2012-07-01 37.0084091842
2012-08-01 36.9033443845
2012-09-01 36.9671659729
2012-10-01 36.7977555582
2012-11-01 36.7272148598
2012-12-01 36.8972718590
2013-01-01 36.5690395535
2013-02-01 36.4355496505
2013-03-01 36.4438577399
2013-04-01 36.6059220233
2013-05-01 36.7328016033
2013-06-01 36.7870301859
2013-07-01 36.8694456124
2013-08-01 36.8080663926
2013-09-01 36.7845917700
2013-10-01 36.7498524731
2013-11-01 36.7755150039
2013-12-01 36.6708522237
2014-01-01 36.5942245870
2014-02-01 36.4172227249
2014-03-01 36.4847238084
2014-04-01 36.4093124903
2014-05-01 36.3676150967
2014-06-01 36.6138118000
2014-07-01 36.7434380708
2014-08-01 36.8332312544
2014-09-01 37.2180166270
2014-10-01 36.8029762487
2014-11-01 36.6256540545
2014-12-01 36.6407554284
2015-01-01 37.1090363050
2015-02-01 37.2998017703
2015-03-01 37.2116904462
2015-04-01 37.3015030511
2015-05-01 37.3925565880
2015-06-01 37.4341776066
2015-07-01 37.5381875097
2015-08-01 37.6652274566
2015-09-01 37.6608004214
2015-10-01 37.6767880663
2015-11-01 37.6833033249
2015-12-01 37.4982377926
2016-01-01 37.5027296472
2016-02-01 37.5834783612
2016-03-01 37.6330907076
2016-04-01 37.6923252247
2016-05-01 37.4993988197
2016-06-01 37.8624402348
2016-07-01 38.0596846394
2016-08-01 37.7960094647
2016-09-01 37.8839806760
2016-10-01 38.2601933228
2016-11-01 38.2505455010
2016-12-01 38.5560157292
2017-01-01 38.5816222075
2017-02-01 38.8817973582
2017-03-01 39.2444503764
2017-04-01 38.9880472010
2017-05-01 39.0985906432
2017-06-01 38.8920659046
2017-07-01 38.9915857210
2017-08-01 38.9237132478
2017-09-01 39.0906946754
2017-10-01 39.1438852162
2017-11-01 39.2270022468
2017-12-01 39.2232482940
2018-01-01 39.1454042145
2018-02-01 39.0978401665
2018-03-01 39.1528647214
2018-04-01 39.1931943689
2018-05-01 39.1793795236
2018-06-01 39.2323612066
2018-07-01 38.9238555665
2018-08-01 39.2441048541
2018-09-01 39.0711935071
2018-10-01 39.0314291535
2018-11-01 39.2166625542
2018-12-01 39.1957370345
2019-01-01 39.3097897452
2019-02-01 39.2324345450
2019-03-01 39.1565403406
2019-04-01 39.2026216562
2019-05-01 39.1595571797
2019-06-01 39.2539267556
2019-07-01 39.3538868004
2019-08-01 39.3483567120
2019-09-01 39.3449034317
2019-10-01 38.8287668653
2019-11-01 39.1238772332
2019-12-01 39.1968876969
2020-01-01 39.0752836643
2020-02-01 39.0627105389
2020-03-01 39.0402262401
2020-04-01 34.4079077037
2020-05-01 36.0353659720
2020-06-01 36.8733209576
2020-07-01 36.6713169463
2020-08-01 36.8528676051
2020-09-01 37.0118945539
2020-10-01 37.3323388932
2020-11-01 37.4583529905
2020-12-01 37.3095983840
2021-01-01 37.5567581791
2021-02-01 37.5880684694
2021-03-01 37.8060611478
2021-04-01 37.7968989905
2021-05-01 37.9097009281
2021-06-01 37.8672034898
2021-07-01 37.9849599670
2021-08-01 38.0685389094
2021-09-01 38.1981000082
2021-10-01 38.5390238319
2021-11-01 38.3036359324
2021-12-01 38.6423767251
2022-01-01 38.2462308227
2022-02-01 38.6970604235
2022-03-01 38.5533742254
2022-04-01 38.9659203333
2022-05-01 38.7763458391
2022-06-01 38.7728074608
2022-07-01 38.6957338996
2022-08-01 38.7907100081
2022-09-01 38.8919219458
2022-10-01 38.8559184015
2022-11-01 38.9578057445
2022-12-01 38.8614691883
2023-01-01 38.9350578910
2023-02-01 38.8898763266
2023-03-01 39.1206534749
2023-04-01 39.0257093616
2023-05-01 39.0475591345
2023-06-01 39.3799623088
2023-07-01 39.2036502949
2023-08-01 39.1045383693
2023-09-01 39.0963506691
2023-10-01 38.8827847699
2023-11-01 39.0892184317
2023-12-01 39.1828782246
2024-01-01 39.2235762716
2024-02-01 39.1741062637
2024-03-01 39.2967197623
2024-04-01 39.1903109346
2024-05-01 39.1379395751
2024-06-01 39.1938157424
2024-07-01 39.0011074480
2024-08-01 38.9094558166
2024-09-01 38.8011543976
2024-10-01 38.7054088197
2024-11-01 38.6146342452
2024-12-01 38.5882158759
2025-01-01 38.3134534988
2025-02-01 38.6548084149
2025-03-01 38.5933173161
2025-04-01 38.6677737111
2025-05-01 38.6382159872
2025-06-01 38.5042137987
2025-07-01 38.4987568013
2025-08-01 38.9096995842
2025-09-01 38.7067569414
2025-10-01 38.7153573764
2025-11-01 38.7180491012
2025-12-01 38.6964247797
2026-01-01 38.8114535104
2026-02-01 38.6386148788
2026-03-01 38.4929274998
2026-04-01 38.5542895603
2026-05-01 38.5409604290
2026-06-01 38.4166528223
2026-07-01 38.6015351099
2026-08-01 38.5062669137

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