Table Data - All Employees: Other Services in Midland, TX (MSA)

Title All Employees: Other Services in Midland, TX (MSA)
Series ID MIDL248SRVO
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 2026-09-01
Last Updated 2026-10-20 9:47 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 2.1123816756
1990-02-01 2.0889745510
1990-03-01 2.1687665751
1990-04-01 2.0663532313
1990-05-01 2.1420342400
1990-06-01 2.0899064865
1990-07-01 2.1237121644
1990-08-01 2.0460640371
1990-09-01 2.1626974714
1990-10-01 2.1666378396
1990-11-01 2.1413273907
1990-12-01 2.0923946017
1991-01-01 2.0124520852
1991-02-01 2.0866115756
1991-03-01 2.0685979191
1991-04-01 2.1661598650
1991-05-01 2.1379068319
1991-06-01 2.1921860499
1991-07-01 2.2296698105
1991-08-01 2.2439381086
1991-09-01 2.1665826423
1991-10-01 2.1644330779
1991-11-01 2.2425390405
1991-12-01 2.1881245549
1992-01-01 2.3137394281
1992-02-01 2.3855731077
1992-03-01 2.2703465735
1992-04-01 2.2634690968
1992-05-01 2.2338616770
1992-06-01 2.2889412168
1992-07-01 2.2368450307
1992-08-01 2.2406090879
1992-09-01 2.2769919018
1992-10-01 2.2684628571
1992-11-01 2.2439554803
1992-12-01 2.2852253539
1993-01-01 2.2058490022
1993-02-01 2.2821017547
1993-03-01 2.2669546891
1993-04-01 2.2665917314
1993-05-01 2.2314258259
1993-06-01 2.1819517246
1993-07-01 2.2472775677
1993-08-01 2.2410613890
1993-09-01 2.2852041048
1993-10-01 2.2704896952
1993-11-01 2.2483878030
1993-12-01 2.2830927625
1994-01-01 2.2986347667
1994-02-01 2.2774446075
1994-03-01 2.2615734200
1994-04-01 2.2676703706
1994-05-01 2.3320865224
1994-06-01 2.2748850462
1994-07-01 2.2526813542
1994-08-01 2.3438821256
1994-09-01 2.2893316155
1994-10-01 2.3803665123
1994-11-01 2.3529367095
1994-12-01 2.3832646394
1995-01-01 2.2855317370
1995-02-01 2.2764289766
1995-03-01 2.2530037134
1995-04-01 2.4709452234
1995-05-01 2.4334468592
1995-06-01 2.4678034015
1995-07-01 2.4572175283
1995-08-01 2.3469119795
1995-09-01 2.3907868009
1995-10-01 2.3860945546
1995-11-01 2.4580974754
1995-12-01 2.3822203500
1996-01-01 2.4772874063
1996-02-01 2.4796271389
1996-03-01 2.4506139549
1996-04-01 2.3699767212
1996-05-01 2.3357449109
1996-06-01 2.3571989761
1996-07-01 2.3559611581
1996-08-01 2.3498631865
1996-09-01 2.3911452914
1996-10-01 2.3969502836
1996-11-01 2.3613298599
1996-12-01 2.3838120135
1997-01-01 2.4673236616
1997-02-01 2.4807972435
1997-03-01 2.4505247886
1997-04-01 2.4659521865
1997-05-01 2.4429961363
1997-06-01 2.4502839299
1997-07-01 2.4585400747
1997-08-01 2.4491051247
1997-09-01 2.4876877647
1997-10-01 2.3975902541
1997-11-01 2.4680907964
1997-12-01 2.4832275529
1998-01-01 2.3648326638
1998-02-01 2.3800009372
1998-03-01 2.4553202781
1998-04-01 2.4603718190
1998-05-01 2.4494387705
1998-06-01 2.4503047275
1998-07-01 2.4588915048
1998-08-01 2.4446903453
1998-09-01 2.3818520863
1998-10-01 2.3936810486
1998-11-01 2.3737850663
1998-12-01 2.3819503714
1999-01-01 2.4704001702
1999-02-01 2.3799465449
1999-03-01 2.3622057286
1999-04-01 2.3517364929
1999-05-01 2.4545364612
1999-06-01 2.4544109009
1999-07-01 2.3603014855
1999-08-01 2.3342132703
1999-09-01 2.3779775852
1999-10-01 2.4851553380
1999-11-01 2.3801941042
1999-12-01 2.3815893419
2000-01-01 2.3792400989
2000-02-01 2.3795780041
2000-03-01 2.3691027815
2000-04-01 2.4479678928
2000-05-01 2.3553537747
2000-06-01 2.3549827450
2000-07-01 2.3583737366
2000-08-01 2.4291302117
2000-09-01 2.5748003372
2000-10-01 2.4799726416
2000-11-01 2.4836663969
2000-12-01 2.4850830588
2001-01-01 2.4871821996
2001-02-01 2.4759735504
2001-03-01 2.4712161062
2001-04-01 2.4437252702
2001-05-01 2.4573552824
2001-06-01 2.4541265698
2001-07-01 2.5601967147
2001-08-01 2.5283199575
2001-09-01 2.4711431519
2001-10-01 2.5773089421
2001-11-01 2.4872212872
2001-12-01 2.4887816321
2002-01-01 2.4880847515
2002-02-01 2.5708037020
2002-03-01 2.5703720525
2002-04-01 2.6460783204
2002-05-01 2.5589088884
2002-06-01 2.6485533944
2002-07-01 2.6640372924
2002-08-01 2.7308326935
2002-09-01 2.6671367976
2002-10-01 2.5812176083
2002-11-01 2.5871078036
2002-12-01 2.5895722487
2003-01-01 2.2911700734
2003-02-01 2.2662083702
2003-03-01 2.3662844643
2003-04-01 2.2461427326
2003-05-01 2.2587329818
2003-06-01 2.2405602262
2003-07-01 2.2744035646
2003-08-01 2.2350589495
2003-09-01 2.2635201297
2003-10-01 2.2874647212
2003-11-01 2.2854182402
2003-12-01 2.2882961705
2004-01-01 2.2907886083
2004-02-01 2.2590189374
2004-03-01 2.2663636284
2004-04-01 2.2512487046
2004-05-01 2.2586052010
2004-06-01 2.2307061364
2004-07-01 2.1827399888
2004-08-01 2.1359789024
2004-09-01 2.1624303509
2004-10-01 2.1927565729
2004-11-01 2.2856344079
2004-12-01 2.1867397114
2005-01-01 2.1930172108
2005-02-01 2.1498053979
2005-03-01 2.1677998262
2005-04-01 2.1524293697
2005-05-01 2.1596123713
2005-06-01 2.2271129286
2005-07-01 2.1906890376
2005-08-01 2.2301378973
2005-09-01 2.2640137363
2005-10-01 2.1931868772
2005-11-01 2.2851819709
2005-12-01 2.2826834185
2006-01-01 2.2974131745
2006-02-01 2.3470848207
2006-03-01 2.3751134863
2006-04-01 2.3530609314
2006-05-01 2.3614970685
2006-06-01 2.3261334088
2006-07-01 2.2856346709
2006-08-01 2.3171036944
2006-09-01 2.3692229208
2006-10-01 2.3934248997
2006-11-01 2.4874908555
2006-12-01 2.3817137046
2007-01-01 2.3054145329
2007-02-01 2.4499109545
2007-03-01 2.3823528146
2007-04-01 2.4471576654
2007-05-01 2.4579022351
2007-06-01 2.5316097322
2007-07-01 2.5742449262
2007-08-01 2.6065175623
2007-09-01 2.5747431598
2007-10-01 2.5918875059
2007-11-01 2.5891840498
2007-12-01 2.5814923087
2008-01-01 2.8106845275
2008-02-01 2.7608619530
2008-03-01 2.7935968979
2008-04-01 2.6391198784
2008-05-01 2.6504518000
2008-06-01 2.7383370493
2008-07-01 2.7537739735
2008-08-01 2.8000142204
2008-09-01 2.7849995301
2008-10-01 2.7893586753
2008-11-01 2.7912825278
2008-12-01 2.7832262022
2009-01-01 2.7117402378
2009-02-01 2.6732664132
2009-03-01 2.7006759225
2009-04-01 2.7318618852
2009-05-01 2.7415584342
2009-06-01 2.7483298908
2009-07-01 2.7351768790
2009-08-01 2.6996532980
2009-09-01 2.6969753903
2009-10-01 2.6816302144
2009-11-01 2.6869520730
2009-12-01 2.6820697072
2010-01-01 2.7133125510
2010-02-01 2.6867558366
2010-03-01 2.7074664619
2010-04-01 2.7322096315
2010-05-01 2.7345874477
2010-06-01 2.6536577155
2010-07-01 2.7169821311
2010-08-01 2.7011874271
2010-09-01 2.7066677030
2010-10-01 2.6761882865
2010-11-01 2.6809259757
2010-12-01 2.6810474161
2011-01-01 2.7172660767
2011-02-01 2.6922117935
2011-03-01 2.7077942956
2011-04-01 2.7405862486
2011-05-01 2.7297146235
2011-06-01 2.6586030961
2011-07-01 2.7050057566
2011-08-01 2.7057445641
2011-09-01 2.7133564162
2011-10-01 2.7683136776
2011-11-01 2.7724709604
2011-12-01 2.7773863619
2012-01-01 2.8242577023
2012-02-01 2.8900699083
2012-03-01 2.8052818116
2012-04-01 2.8557409566
2012-05-01 2.8310794676
2012-06-01 2.8617337988
2012-07-01 2.8963253875
2012-08-01 2.9084687538
2012-09-01 2.9194985934
2012-10-01 2.9612829438
2012-11-01 2.9662598088
2012-12-01 2.9719021522
2013-01-01 2.9314039621
2013-02-01 2.9790805590
2013-03-01 2.9940980557
2013-04-01 2.9735683661
2013-05-01 3.0413564975
2013-06-01 3.0677723718
2013-07-01 3.0942174292
2013-08-01 3.1108985922
2013-09-01 3.1236268314
2013-10-01 3.0530941559
2013-11-01 3.0582409028
2013-12-01 3.0635840094
2014-01-01 3.0414754242
2014-02-01 3.0655363891
2014-03-01 3.0785190356
2014-04-01 3.0873514348
2014-05-01 3.1545948156
2014-06-01 3.1755783768
2014-07-01 3.1983808077
2014-08-01 3.1176955349
2014-09-01 3.1261410241
2014-10-01 3.1445146353
2014-11-01 3.1514751345
2014-12-01 3.1540332954
2015-01-01 3.2465815045
2015-02-01 3.1509980022
2015-03-01 3.1628190552
2015-04-01 3.0952359203
2015-05-01 3.1688924393
2015-06-01 3.1852398106
2015-07-01 3.2054717725
2015-08-01 3.2320232398
2015-09-01 3.2266522849
2015-10-01 3.2346280611
2015-11-01 3.2438857615
2015-12-01 3.2446807130
2016-01-01 3.2475833522
2016-02-01 3.2397085171
2016-03-01 3.2521150830
2016-04-01 3.1964063677
2016-05-01 3.1778417200
2016-06-01 3.1974206092
2016-07-01 3.2165122396
2016-08-01 3.2477191750
2016-09-01 3.2285155276
2016-10-01 3.2193053023
2016-11-01 3.2373486539
2016-12-01 3.2362147195
2017-01-01 3.2436964583
2017-02-01 3.3330483919
2017-03-01 3.3479788576
2017-04-01 3.3981398609
2017-05-01 3.3819839404
2017-06-01 3.4098506452
2017-07-01 3.4271441171
2017-08-01 3.4610740672
2017-09-01 3.5259900759
2017-10-01 3.6041659898
2017-11-01 3.6294365067
2017-12-01 3.7296516414
2018-01-01 3.9413319796
2018-02-01 3.9312266153
2018-03-01 3.8492203885
2018-04-01 4.0033347332
2018-05-01 3.8785945856
2018-06-01 3.9241295409
2018-07-01 3.9357680239
2018-08-01 3.8685040387
2018-09-01 3.9214722674
2018-10-01 3.8879520192
2018-11-01 3.9216385022
2018-12-01 3.9235446618
2019-01-01 3.8389430491
2019-02-01 3.9353731043
2019-03-01 3.9552234749
2019-04-01 4.0120217767
2019-05-01 4.0754320334
2019-06-01 4.1374118041
2019-07-01 4.0385657378
2019-08-01 4.0668231096
2019-09-01 4.0136300031
2019-10-01 4.0772491289
2019-11-01 4.0128585130
2019-12-01 4.0202961184
2020-01-01 4.0391378643
2020-02-01 4.0431554088
2020-03-01 4.0650041691
2020-04-01 3.4204749829
2020-05-01 3.4706831596
2020-06-01 3.5510230644
2020-07-01 3.4347334159
2020-08-01 3.4524669395
2020-09-01 3.5117131823
2020-10-01 3.4716137622
2020-11-01 3.5077471421
2020-12-01 3.5196608438
2021-01-01 3.5409170249
2021-02-01 3.5514211649
2021-03-01 3.5685136378
2021-04-01 3.5262226702
2021-05-01 3.5739069744
2021-06-01 3.5591127877
2021-07-01 3.6285207198
2021-08-01 3.6335733508
2021-09-01 3.7098206060
2021-10-01 3.7769858915
2021-11-01 3.8048322255
2021-12-01 3.8190791628
2022-01-01 3.7461652357
2022-02-01 3.8544815925
2022-03-01 3.8641202217
2022-04-01 3.9299797304
2022-05-01 3.8807438374
2022-06-01 3.9661867163
2022-07-01 4.0194020931
2022-08-01 4.1176919127
2022-09-01 4.2124005694
2022-10-01 4.1854015629
2022-11-01 4.2052635977
2022-12-01 4.2179764513
2023-01-01 4.2492688070
2023-02-01 4.1543666462
2023-03-01 4.2553282420
2023-04-01 4.3311420419
2023-05-01 4.3906491710
2023-06-01 4.3664544397
2023-07-01 4.4142301215
2023-08-01 4.4089115964
2023-09-01 4.3138248361
2023-10-01 4.2967659856
2023-11-01 4.3068786682
2023-12-01 4.3158248940
2024-01-01 4.2512926605
2024-02-01 4.3517234368
2024-03-01 4.4474660993
2024-04-01 4.4328168965
2024-05-01 4.3934967670
2024-06-01 4.4647017696
2024-07-01 4.4106903981
2024-08-01 4.4063728074
2024-09-01 4.4172190308
2024-10-01 4.4061462770
2024-11-01 4.4108905219
2024-12-01 4.4151018966
2025-01-01 4.3510048031
2025-02-01 4.3486784656
2025-03-01 4.3381493928
2025-04-01 4.2331224258
2025-05-01 4.1939787704
2025-06-01 4.1585439167
2025-07-01 4.2149519166
2025-08-01 4.2119296457
2025-09-01 4.2167890244
2025-10-01 4.2131178838
2025-11-01 4.2132728074
2025-12-01 4.2125985257
2026-01-01 4.2499851790
2026-02-01 4.2444674732
2026-03-01 4.2301292222
2026-04-01 4.2356581752
2026-05-01 4.2936465178
2026-06-01 4.2572958543
2026-07-01 4.2177743118
2026-08-01 4.1196389743
2026-09-01 4.2146598860

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