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destatis
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erwerbstaetige-wirtschaftsbereiche-originalwert

Modalities:
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Formats:
csv
Languages:
English
Size:
< 1K
Tags:
destatis
germany
open-data
ml-ready
tabular
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datum
stringdate
2000-07-01 00:00:00
2026-01-01 00:00:00
land_und_forstwirtschaft_fischerei_durchschnitt_in_1000
int64
530
782
produzierendes_gewerbe_ohne_baugewerbe_durchschnitt_in_1000
int64
7.66k
8.54k
baugewerbe_durchschnitt_in_1000
int64
2.14k
2.92k
handel_verkehr_und_gastgewerbe_durchschnitt_in_1000
int64
9.09k
10.3k
unternehmensdienstleister_durchschnitt_in_1000
int64
3.84k
6.31k
uebrige_dienstleistungsbereiche_durchschnitt_in_1000
int64
14.6k
18.8k
01/07/2000
782
8,525
2,918
9,421
3,903
14,639
01/10/2000
747
8,542
2,885
9,434
3,907
14,791
01/01/2001
718
8,473
2,664
9,264
3,835
14,650
01/04/2001
750
8,446
2,690
9,330
3,896
14,694
01/07/2001
750
8,477
2,724
9,345
3,956
14,705
01/10/2001
718
8,454
2,704
9,394
3,929
14,895
01/01/2002
697
8,348
2,499
9,267
3,858
14,842
01/04/2002
736
8,281
2,554
9,316
3,923
14,859
01/07/2002
733
8,282
2,582
9,293
4,013
14,861
01/10/2002
698
8,230
2,557
9,263
4,001
15,004
01/01/2003
679
8,123
2,359
9,090
3,904
14,874
01/04/2003
721
8,039
2,425
9,126
3,962
14,828
01/07/2003
725
8,062
2,474
9,174
4,102
14,824
01/10/2003
697
8,046
2,460
9,198
4,120
14,973
01/01/2004
680
7,943
2,275
9,126
4,058
14,905
01/04/2004
725
7,933
2,353
9,226
4,157
14,931
01/07/2004
723
7,976
2,393
9,263
4,270
14,909
01/10/2004
683
7,959
2,378
9,285
4,268
15,062
01/01/2005
654
7,828
2,189
9,127
4,177
14,940
01/04/2005
707
7,792
2,257
9,163
4,270
14,966
01/07/2005
698
7,829
2,317
9,218
4,416
15,014
01/10/2005
661
7,828
2,320
9,270
4,469
15,178
01/01/2006
633
7,680
2,142
9,109
4,357
15,026
01/04/2006
687
7,690
2,246
9,205
4,538
15,077
01/07/2006
685
7,773
2,326
9,283
4,726
15,099
01/10/2006
650
7,784
2,347
9,333
4,774
15,261
01/01/2007
635
7,749
2,248
9,227
4,682
15,177
01/04/2007
690
7,780
2,296
9,333
4,830
15,208
01/07/2007
685
7,899
2,336
9,403
4,968
15,212
01/10/2007
649
7,936
2,338
9,459
5,001
15,383
01/01/2008
638
7,955
2,241
9,349
4,910
15,304
01/04/2008
685
7,985
2,281
9,420
4,999
15,352
01/07/2008
676
8,063
2,322
9,470
5,108
15,407
01/10/2008
636
8,084
2,333
9,530
5,107
15,550
01/01/2009
623
7,943
2,242
9,414
4,941
15,498
01/04/2009
683
7,849
2,298
9,486
4,950
15,567
01/07/2009
674
7,811
2,347
9,498
5,041
15,624
01/10/2009
632
7,780
2,355
9,509
5,086
15,761
01/01/2010
616
7,656
2,243
9,334
5,049
15,666
01/04/2010
674
7,668
2,320
9,450
5,184
15,708
01/07/2010
668
7,743
2,372
9,518
5,306
15,707
01/10/2010
628
7,779
2,383
9,575
5,340
15,810
01/01/2011
617
7,751
2,290
9,452
5,275
15,653
01/04/2011
687
7,807
2,363
9,574
5,363
15,677
01/07/2011
670
7,912
2,408
9,655
5,461
15,668
01/10/2011
629
7,970
2,419
9,694
5,488
15,798
01/01/2012
614
7,926
2,335
9,584
5,410
15,705
01/04/2012
684
7,950
2,397
9,687
5,486
15,777
01/07/2012
668
8,028
2,437
9,736
5,573
15,810
01/10/2012
628
8,050
2,443
9,770
5,578
15,985
01/01/2013
607
7,992
2,351
9,624
5,481
15,893
01/04/2013
674
7,990
2,410
9,718
5,546
15,950
01/07/2013
665
8,042
2,455
9,786
5,644
15,952
01/10/2013
621
8,056
2,454
9,810
5,678
16,113
01/01/2014
601
8,000
2,370
9,675
5,593
16,083
01/04/2014
683
8,032
2,427
9,788
5,666
16,125
01/07/2014
661
8,099
2,459
9,835
5,755
16,114
01/10/2014
614
8,121
2,460
9,851
5,771
16,242
01/01/2015
593
8,044
2,371
9,689
5,704
16,204
01/04/2015
678
8,052
2,423
9,833
5,790
16,284
01/07/2015
660
8,112
2,457
9,906
5,888
16,302
01/10/2015
612
8,130
2,460
9,936
5,921
16,500
01/01/2016
587
8,065
2,384
9,820
5,850
16,446
01/04/2016
666
8,079
2,439
9,938
5,937
16,542
01/07/2016
644
8,133
2,478
9,999
6,029
16,575
01/10/2016
597
8,156
2,490
10,032
6,072
16,787
01/01/2017
574
8,112
2,426
9,914
6,025
16,713
01/04/2017
649
8,142
2,478
10,030
6,103
16,799
01/07/2017
628
8,214
2,510
10,103
6,204
16,812
01/10/2017
582
8,257
2,522
10,137
6,237
16,989
01/01/2018
566
8,249
2,468
10,049
6,158
16,927
01/04/2018
651
8,279
2,515
10,173
6,206
16,984
01/07/2018
625
8,363
2,550
10,238
6,256
16,997
01/10/2018
581
8,403
2,565
10,277
6,238
17,195
01/01/2019
564
8,363
2,511
10,157
6,149
17,170
01/04/2019
639
8,364
2,550
10,246
6,182
17,265
01/07/2019
619
8,396
2,580
10,276
6,222
17,304
01/10/2019
574
8,381
2,597
10,295
6,240
17,521
01/01/2020
558
8,278
2,554
10,156
6,144
17,489
01/04/2020
623
8,192
2,577
9,966
6,011
17,408
01/07/2020
604
8,156
2,605
10,035
6,001
17,448
01/10/2020
559
8,144
2,627
9,996
6,055
17,676
01/01/2021
546
8,071
2,582
9,759
6,002
17,629
01/04/2021
612
8,063
2,614
9,802
6,079
17,712
01/07/2021
603
8,083
2,625
9,979
6,143
17,767
01/10/2021
559
8,109
2,641
10,040
6,174
17,970
01/01/2022
546
8,067
2,600
9,922
6,131
17,983
01/04/2022
611
8,075
2,628
10,027
6,189
18,031
01/07/2022
596
8,109
2,649
10,100
6,243
18,028
01/10/2022
556
8,145
2,664
10,123
6,284
18,208
01/01/2023
542
8,106
2,620
10,001
6,222
18,166
01/04/2023
600
8,110
2,639
10,094
6,256
18,216
01/07/2023
588
8,126
2,648
10,130
6,290
18,216
01/10/2023
552
8,142
2,651
10,114
6,305
18,405
01/01/2024
539
8,077
2,593
9,988
6,222
18,333
01/04/2024
596
8,063
2,605
10,087
6,234
18,395
01/07/2024
579
8,057
2,608
10,110
6,244
18,422
01/10/2024
545
8,047
2,615
10,117
6,249
18,621
01/01/2025
534
7,955
2,568
9,986
6,160
18,589
01/04/2025
594
7,922
2,581
10,075
6,176
18,647
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erwerbstaetige-wirtschaftsbereiche-originalwert

Unofficial Notice

This repository is a private open-source project and is not an official repository of the Federal Statistical Office of Germany (Destatis).

Data Explanation

Overview

This dataset contains a machine-learning-ready tabular version of a Destatis open-data series. The original CSV is transformed with deterministic preprocessing rules to support reproducible ML workflows.

Dataset Structure

Files:

  • data.csv: normalized table
  • README.md: dataset card with provenance and processing notes

Columns (sample):

  • datum
  • land_und_forstwirtschaft_fischerei_durchschnitt_in_1000
  • produzierendes_gewerbe_ohne_baugewerbe_durchschnitt_in_1000
  • baugewerbe_durchschnitt_in_1000
  • handel_verkehr_und_gastgewerbe_durchschnitt_in_1000
  • unternehmensdienstleister_durchschnitt_in_1000
  • uebrige_dienstleistungsbereiche_durchschnitt_in_1000

Field Notes

  • datum: time index / reporting period.

Processing Pipeline

The source CSV is processed without AI generation:

  • delimiter normalization
  • header normalization (snake_case)
  • missing-value token normalization
  • German numeric normalization (e.g. 1.234,56 -> 1234.56)
  • row consistency checks

Data Quality Notes

  • Rows: 103
  • Columns: 7
  • Numeric columns ratio: 0.86
  • Missing ratio: 0.00
  • Quality note: ok

Official Context Snippet

Persons engaged (domestic concept) by industry

Intended Use

This dataset is suitable for:

  • time-series baseline modeling
  • tabular feature engineering
  • analytics and reproducible benchmarking

Limitations

  • Official revisions can update historical values.
  • Indicator semantics follow Destatis conventions and may require domain context.

License

Source data rights follow the official Destatis open-data terms. Repository metadata uses license: other for Hugging Face compatibility.

Maintainer

Maintained by the destatis Hugging Face organization (community-run, unofficial).
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