Table Data - All Employees: Private Service Providing in Akron, OH (MSA)

Title All Employees: Private Service Providing in Akron, OH (MSA)
Series ID SMU39104200800000001SA
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 11:30 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
1990-01-01 166.8192394406
1990-02-01 166.9997532208
1990-03-01 167.4735856235
1990-04-01 167.8368272702
1990-05-01 167.4845835114
1990-06-01 167.7304661493
1990-07-01 168.0710859127
1990-08-01 168.5044671317
1990-09-01 168.4272047347
1990-10-01 168.9683927008
1990-11-01 169.8954857699
1990-12-01 169.8342652241
1991-01-01 168.9125135736
1991-02-01 168.6409343747
1991-03-01 168.8814271771
1991-04-01 168.6387371450
1991-05-01 168.8503715910
1991-06-01 169.5904722871
1991-07-01 169.8995444680
1991-08-01 170.2693821640
1991-09-01 170.8608515722
1991-10-01 170.4968253921
1991-11-01 170.5712638363
1991-12-01 170.7247188718
1992-01-01 171.3374901195
1992-02-01 171.5492769952
1992-03-01 171.0742206917
1992-04-01 173.5893105195
1992-05-01 173.3857513242
1992-06-01 173.3350396866
1992-07-01 173.9301114317
1992-08-01 174.1659337517
1992-09-01 173.2721370451
1992-10-01 175.6056641023
1992-11-01 174.3622503647
1992-12-01 174.7929716459
1993-01-01 175.7769252597
1993-02-01 176.2939322595
1993-03-01 175.8822980985
1993-04-01 176.3675076205
1993-05-01 176.1881974229
1993-06-01 176.2078131748
1993-07-01 176.5539591834
1993-08-01 177.4283436381
1993-09-01 178.4104820930
1993-10-01 179.8501960661
1993-11-01 181.0922283442
1993-12-01 181.3972759816
1994-01-01 183.8173066118
1994-02-01 184.8857383579
1994-03-01 185.8067232003
1994-04-01 183.1676895629
1994-05-01 184.2325364257
1994-06-01 185.6001710492
1994-07-01 185.6482591333
1994-08-01 185.4328983398
1994-09-01 186.5519611997
1994-10-01 186.6286965968
1994-11-01 187.9037346264
1994-12-01 188.3289972149
1995-01-01 188.7171460558
1995-02-01 189.7966975564
1995-03-01 190.6730684693
1995-04-01 190.8133915566
1995-05-01 190.6128999604
1995-06-01 192.3119454437
1995-07-01 193.0108400839
1995-08-01 194.1898431066
1995-09-01 193.8451705419
1995-10-01 192.4739644535
1995-11-01 193.2300547670
1995-12-01 194.2591717313
1996-01-01 195.1303116209
1996-02-01 194.7821897219
1996-03-01 195.0437955377
1996-04-01 195.2364378322
1996-05-01 196.1566846834
1996-06-01 196.0289468060
1996-07-01 196.6160134925
1996-08-01 197.7047180562
1996-09-01 198.1666781838
1996-10-01 199.2438492157
1996-11-01 199.8669316264
1996-12-01 198.9353510575
1997-01-01 198.3080741493
1997-02-01 199.1442227392
1997-03-01 199.2164578598
1997-04-01 199.0970533516
1997-05-01 199.5337043609
1997-06-01 200.2486399488
1997-07-01 200.7048674324
1997-08-01 200.7998030507
1997-09-01 200.7550902694
1997-10-01 200.4488849329
1997-11-01 199.9822609863
1997-12-01 200.4373917476
1998-01-01 200.7301658967
1998-02-01 200.9433137521
1998-03-01 201.1147738050
1998-04-01 201.9781857967
1998-05-01 201.5197084075
1998-06-01 201.0315978523
1998-07-01 200.7985225500
1998-08-01 200.6752053682
1998-09-01 200.1614761553
1998-10-01 202.5336008398
1998-11-01 202.6345361872
1998-12-01 203.1873788684
1999-01-01 203.0203340714
1999-02-01 204.0050910939
1999-03-01 204.4959874908
1999-04-01 206.8897015912
1999-05-01 205.7388295729
1999-06-01 205.5741544525
1999-07-01 208.1093601641
1999-08-01 207.0590220859
1999-09-01 207.1029740536
1999-10-01 207.6716372289
1999-11-01 208.4130967364
1999-12-01 208.7540740284
2000-01-01 208.1482002334
2000-02-01 207.9514932989
2000-03-01 209.1065763499
2000-04-01 208.7676387166
2000-05-01 207.9081012877
2000-06-01 208.9459627226
2000-07-01 209.1171832435
2000-08-01 209.1089616609
2000-09-01 208.9292856718
2000-10-01 208.8501001426
2000-11-01 208.8788323308
2000-12-01 209.1350169313
2001-01-01 209.6962200258
2001-02-01 209.8002746767
2001-03-01 209.4977546719
2001-04-01 210.0144989794
2001-05-01 211.3878656178
2001-06-01 211.9346423333
2001-07-01 210.1193640630
2001-08-01 210.6666502331
2001-09-01 210.3568489804
2001-10-01 210.9872104494
2001-11-01 211.4059563133
2001-12-01 211.3890810266
2002-01-01 210.9302438528
2002-02-01 210.3794005493
2002-03-01 210.5295575171
2002-04-01 208.9272555184
2002-05-01 208.5731502867
2002-06-01 209.2641233401
2002-07-01 209.4127625075
2002-08-01 209.7532146174
2002-09-01 209.9587090438
2002-10-01 209.6948577160
2002-11-01 208.2866111168
2002-12-01 208.2780774507
2003-01-01 211.5803380712
2003-02-01 211.0911163614
2003-03-01 210.8117102297
2003-04-01 211.6455950790
2003-05-01 212.2973050577
2003-06-01 211.9808284678
2003-07-01 212.6710586160
2003-08-01 213.3247272871
2003-09-01 213.7763874805
2003-10-01 213.5924297943
2003-11-01 213.8812479376
2003-12-01 214.1780122822
2004-01-01 214.6213974907
2004-02-01 214.7684965622
2004-03-01 215.6008336434
2004-04-01 216.5232279605
2004-05-01 216.5515473043
2004-06-01 217.2412297723
2004-07-01 217.2517911123
2004-08-01 217.4458222138
2004-09-01 218.0781491773
2004-10-01 218.6285176947
2004-11-01 219.2433608780
2004-12-01 219.4889418847
2005-01-01 220.7178723527
2005-02-01 221.6411004260
2005-03-01 222.3043920119
2005-04-01 223.5066973138
2005-05-01 222.9648111756
2005-06-01 222.8997872322
2005-07-01 223.7111481714
2005-08-01 224.0213470596
2005-09-01 224.3196414935
2005-10-01 225.0897295852
2005-11-01 224.6581902935
2005-12-01 224.8574240478
2006-01-01 224.0446932710
2006-02-01 224.4515520256
2006-03-01 224.6359470712
2006-04-01 225.2473278809
2006-05-01 225.3347710261
2006-06-01 226.4131427272
2006-07-01 226.9179859847
2006-08-01 227.6444838221
2006-09-01 226.6102921478
2006-10-01 225.8233251764
2006-11-01 226.8197806689
2006-12-01 226.9506644615
2007-01-01 227.1654109944
2007-02-01 226.8359481621
2007-03-01 227.0533426172
2007-04-01 227.8026146615
2007-05-01 228.6833410616
2007-06-01 230.1194860997
2007-07-01 229.7006708593
2007-08-01 230.0188387436
2007-09-01 230.1328108774
2007-10-01 230.4116892312
2007-11-01 231.2359250553
2007-12-01 232.0385285460
2008-01-01 233.2288492981
2008-02-01 233.3065011832
2008-03-01 232.3376859391
2008-04-01 231.9123079293
2008-05-01 231.9846895824
2008-06-01 231.1476841856
2008-07-01 230.8130154440
2008-08-01 230.9072041442
2008-09-01 230.4156332544
2008-10-01 228.8574121615
2008-11-01 227.9728661195
2008-12-01 227.6535297856
2009-01-01 225.1452676762
2009-02-01 223.4514248582
2009-03-01 222.6145417023
2009-04-01 219.6898362889
2009-05-01 219.2537776638
2009-06-01 218.1113349039
2009-07-01 216.9316197479
2009-08-01 216.4991950293
2009-09-01 216.7279633937
2009-10-01 216.3804730552
2009-11-01 216.1923609319
2009-12-01 216.1133435601
2010-01-01 216.4523120611
2010-02-01 216.5056129982
2010-03-01 217.3524660293
2010-04-01 217.6603535849
2010-05-01 217.2300777578
2010-06-01 218.2326549022
2010-07-01 218.6749504762
2010-08-01 218.7609379012
2010-09-01 219.1583626680
2010-10-01 220.4003304034
2010-11-01 220.4730890674
2010-12-01 220.5007227956
2011-01-01 219.5985141044
2011-02-01 220.2698034399
2011-03-01 220.4940721803
2011-04-01 221.0182168159
2011-05-01 220.8698738669
2011-06-01 220.7858437927
2011-07-01 221.2513211906
2011-08-01 221.0871366509
2011-09-01 220.6687749351
2011-10-01 221.1602179977
2011-11-01 221.1397586194
2011-12-01 221.2758125936
2012-01-01 222.7789597776
2012-02-01 223.6795952118
2012-03-01 223.7615748609
2012-04-01 223.2968914906
2012-05-01 223.6353215916
2012-06-01 224.0359986985
2012-07-01 223.4544536009
2012-08-01 223.9575196778
2012-09-01 224.3308606414
2012-10-01 223.0757606295
2012-11-01 225.0639285889
2012-12-01 224.7802323220
2013-01-01 224.6861916181
2013-02-01 225.0845996287
2013-03-01 224.5717936743
2013-04-01 225.0206539011
2013-05-01 225.8936218170
2013-06-01 226.1183405835
2013-07-01 226.8657266392
2013-08-01 227.1098529830
2013-09-01 227.0986872942
2013-10-01 226.3207102862
2013-11-01 226.9549950558
2013-12-01 228.1632472974
2014-01-01 228.8895327142
2014-02-01 229.4210382537
2014-03-01 230.0813915061
2014-04-01 230.9674992225
2014-05-01 231.0782155276
2014-06-01 231.6567613314
2014-07-01 231.8702532821
2014-08-01 232.6596021817
2014-09-01 232.5161898352
2014-10-01 234.2483750989
2014-11-01 235.1761115992
2014-12-01 235.6286702180
2015-01-01 235.4420474087
2015-02-01 235.8645455937
2015-03-01 236.3936745164
2015-04-01 236.8543891843
2015-05-01 237.3921629426
2015-06-01 237.6187743412
2015-07-01 237.8042257971
2015-08-01 237.9065041505
2015-09-01 238.1559770936
2015-10-01 238.3173621903
2015-11-01 238.4391309101
2015-12-01 238.4586807613
2016-01-01 239.3547805870
2016-02-01 239.3077639948
2016-03-01 239.1813330783
2016-04-01 240.9717710857
2016-05-01 240.4164981962
2016-06-01 240.3222994498
2016-07-01 241.0394392388
2016-08-01 240.7186768133
2016-09-01 241.8528458539
2016-10-01 240.8604728429
2016-11-01 240.8671381553
2016-12-01 240.9630704798
2017-01-01 240.7535702830
2017-02-01 241.1132090570
2017-03-01 241.2452532978
2017-04-01 241.6840362769
2017-05-01 241.6833482905
2017-06-01 241.2748155567
2017-07-01 240.9757957065
2017-08-01 241.1062760374
2017-09-01 242.1986088613
2017-10-01 241.3932760669
2017-11-01 240.9911498641
2017-12-01 241.2760622812
2018-01-01 240.5478301233
2018-02-01 241.0902344164
2018-03-01 241.4610115117
2018-04-01 240.4386980545
2018-05-01 240.9067199310
2018-06-01 241.3713973375
2018-07-01 240.9460916179
2018-08-01 241.3608036358
2018-09-01 240.7097402548
2018-10-01 240.9445736538
2018-11-01 240.4001513124
2018-12-01 240.2783984546
2019-01-01 241.0745239553
2019-02-01 240.6946165375
2019-03-01 240.8614949966
2019-04-01 241.5198519714
2019-05-01 241.0645669933
2019-06-01 241.0416323860
2019-07-01 240.4551901925
2019-08-01 240.3871165273
2019-09-01 239.7870262750
2019-10-01 239.3076755874
2019-11-01 241.5530620648
2019-12-01 242.2504349476
2020-01-01 242.6498843198
2020-02-01 243.2150972301
2020-03-01 241.1667952487
2020-04-01 200.6388936212
2020-05-01 208.2722954744
2020-06-01 219.9157883141
2020-07-01 221.9106522818
2020-08-01 223.5260811618
2020-09-01 225.8792855607
2020-10-01 228.2448510616
2020-11-01 227.7254580839
2020-12-01 227.6435959590
2021-01-01 228.3682735724
2021-02-01 229.6672774408
2021-03-01 230.0224530249
2021-04-01 230.6037747548
2021-05-01 231.4625237279
2021-06-01 231.6103657025
2021-07-01 232.8528829844
2021-08-01 232.7930918077
2021-09-01 230.4539025821
2021-10-01 233.3328016571
2021-11-01 233.8549087562
2021-12-01 234.1842602794
2022-01-01 234.4704618546
2022-02-01 235.1075461303
2022-03-01 235.6340099448
2022-04-01 238.8442774797
2022-05-01 238.8205842305
2022-06-01 239.8296604693
2022-07-01 240.7356770811
2022-08-01 241.5738926280
2022-09-01 241.9669099730
2022-10-01 243.0668631276
2022-11-01 243.4206073793
2022-12-01 243.9156278150
2023-01-01 244.7023029025
2023-02-01 245.0122197391
2023-03-01 244.2560331295
2023-04-01 243.6219697093
2023-05-01 243.0006653392
2023-06-01 243.5909637450
2023-07-01 243.0524051874
2023-08-01 242.8717295291
2023-09-01 242.9355871761
2023-10-01 242.5836791495
2023-11-01 242.8429454006
2023-12-01 243.0703006383
2024-01-01 243.1130548665
2024-02-01 243.2035085959
2024-03-01 243.6030280231
2024-04-01 243.5328280790
2024-05-01 244.1773153729
2024-06-01 243.8385994913
2024-07-01 243.6165019918
2024-08-01 243.5810751364
2024-09-01 243.6277721844
2024-10-01 243.8029160770
2024-11-01 243.8053076928
2024-12-01 244.3739428619
2025-01-01 243.9945340953
2025-02-01 244.2348448367
2025-03-01 243.8808122384
2025-04-01 243.9746090585
2025-05-01 243.2606969346
2025-06-01 242.4495014996
2025-07-01 242.0939854919
2025-08-01 242.7096050358
2025-09-01 241.8799689131
2025-10-01 241.4786105544
2025-11-01 240.5611049545
2025-12-01 240.4406552331
2026-01-01 241.0075586218
2026-02-01 240.4359268601
2026-03-01 241.0295937251
2026-04-01 240.9590928770
2026-05-01 241.0853581286
2026-06-01 242.5217362070
2026-07-01 241.9839677014
2026-08-01 241.3162515977

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