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datum
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2000-07-01 00:00:00
2025-10-01 00:00:00
bruttonationaleinkommen_mrd_eur
float64
531
1.2k
nettonationaleinkommen_mrd_eur
float64
438
972
verfgbares_einkommen_mrd_eur
float64
430
953
col_5
float64
387
875
col_6
float64
268
678
col_7
float64
92.6
253
01/07/2000
530.73
440.76
434.4
392.19
281.05
111.14
01/10/2000
549.51
458.8
451.05
409.6
316.97
92.63
01/01/2001
532.24
440.77
432.51
389.74
267.76
121.98
01/04/2001
531.99
439.76
432.79
387.51
277.16
110.35
01/07/2001
548.54
455.7
450.52
405.64
283.64
122
01/10/2001
566.82
473.65
466.57
423.42
320.43
102.99
01/01/2002
531.81
438.24
429.71
386.91
270.42
116.49
01/04/2002
537.71
443.53
436.14
391.93
278.97
112.96
01/07/2002
560.86
466.21
460.75
413.54
286.82
126.73
01/10/2002
569.58
474.72
467.96
423.61
321.24
102.38
01/01/2003
537.99
443.34
435.21
390.02
272.28
117.74
01/04/2003
537.96
442.91
436.21
389.02
280.54
108.48
01/07/2003
565.05
469.64
461.41
417.4
288.68
128.72
01/10/2003
576.76
481.05
474.37
426.24
321.82
104.42
01/01/2004
559.97
463.95
454.96
409.54
275.03
134.51
01/04/2004
566.02
469.18
463.16
417.33
283.53
133.81
01/07/2004
582.57
485.17
477.41
432.61
288.71
143.9
01/10/2004
598.29
500.47
494.45
445.59
321.56
124.03
01/01/2005
564.99
466.84
455.7
413.95
274.61
139.34
01/04/2005
576.42
477.95
472.64
424.34
282.96
141.39
01/07/2005
592.86
493.9
486.34
438.52
287.65
150.87
01/10/2005
610.45
510.93
504.25
455.65
321.61
134.04
01/01/2006
595.43
495.41
485.78
439.85
276.97
162.87
01/04/2006
598.77
498.01
493.79
441.67
288.18
153.49
01/07/2006
622.92
521.01
512.83
464.56
295.44
169.12
01/10/2006
649.73
546.83
538.7
488.99
329.28
159.71
01/01/2007
633.43
528.21
518.16
465.08
285.58
179.5
01/04/2007
621.87
515.73
513.13
453.78
297.52
156.26
01/07/2007
650.66
543.64
535.18
480.63
302.61
178.03
01/10/2007
672.91
565.03
555.33
502.56
339.1
163.46
01/01/2008
647.2
537.82
526.21
474.19
296.82
177.37
01/04/2008
641.73
531.1
526.7
467.77
310
157.77
01/07/2008
660.68
548.84
540.53
484.17
314.48
169.69
01/10/2008
664.38
552.2
541.58
488.94
351.86
137.07
01/01/2009
621.5
508.48
497.9
445.88
302.38
143.5
01/04/2009
612.12
498.72
496.7
436.66
311.7
124.97
01/07/2009
647.12
533.28
525.55
470.77
315.75
155.02
01/10/2009
669.19
554.66
542.76
492.39
351.32
141.07
01/01/2010
644.19
529.03
517.43
469.51
308.21
161.3
01/04/2010
642.54
526.68
521.7
463
321.49
141.51
01/07/2010
678.19
561.72
551.26
496.3
326.2
170.1
01/10/2010
702.86
585.71
576.57
520.83
364.62
156.2
01/01/2011
691.59
572.7
560.4
504.2
321.73
182.47
01/04/2011
679.59
559.76
556.59
491.1
337.16
153.94
01/07/2011
715.58
594.95
586.32
525.18
339.89
185.29
01/10/2011
730.82
609.39
600.38
541.02
379.18
161.83
01/01/2012
712.48
589.15
576.19
518.55
334.26
184.29
01/04/2012
691.78
567.54
562.77
498.65
351.27
147.39
01/07/2012
723.87
598.88
591.2
528.01
353.5
174.51
01/10/2012
738.8
613.32
602.92
543.23
394.12
149.12
01/01/2013
713.67
586.93
571.82
515.89
344.65
171.24
01/04/2013
715.11
587.57
580.16
515.56
361.11
154.45
01/07/2013
744.89
615.92
606.03
542.06
364.21
177.84
01/10/2013
760.15
630.48
619.26
559.04
406.12
152.92
01/01/2014
748.68
617.69
603.51
544.13
359.31
184.82
01/04/2014
734.93
603.2
596.27
529.56
375.95
153.61
01/07/2014
772.11
639.53
631.77
564.39
378.63
185.76
01/10/2014
791.41
658.16
649.69
583.31
422.29
161.02
01/01/2015
771.95
636.83
620.57
561.11
371.97
189.13
01/04/2015
756.15
620.26
616.34
545.41
391.7
153.71
01/07/2015
799.75
663.02
655.66
585.19
394.39
190.8
01/10/2015
820.07
682.62
672.18
604.72
440.49
164.22
01/01/2016
807.84
668.98
654.73
589.6
388.37
201.24
01/04/2016
800.76
660.82
657.41
583.29
405.63
177.66
01/07/2016
827.72
686.73
674.66
607.1
409.54
197.56
01/10/2016
850.57
708.72
699.87
629.58
458.09
171.49
01/01/2017
842.38
698.21
683.28
614.85
405.63
209.22
01/04/2017
821.67
676.06
664.82
595.37
424.44
170.93
01/07/2017
863.62
716.69
707.41
635.1
428.29
206.81
01/10/2017
890.18
741.92
728.99
659.83
478.85
180.98
01/01/2018
881.05
730
717.39
645.11
425.08
220.03
01/04/2018
866.34
713.58
706.32
629.71
444.55
185.16
01/07/2018
894.39
739.69
726.94
654.76
450.46
204.3
01/10/2018
927.33
771.22
756.29
687.15
500.63
186.52
01/01/2019
909.97
751.02
738.83
663.71
445.74
217.97
01/04/2019
885.33
724.74
716.75
639.67
465.9
173.77
01/07/2019
928
766.07
753.3
678.81
472.28
206.53
01/10/2019
944.93
782.08
768.09
695.84
519.87
175.98
01/01/2020
907.2
741.16
728.48
659.52
459.41
200.11
01/04/2020
806.42
639.1
629.22
579.99
450.84
129.14
01/07/2020
891.95
725.72
712.45
656.96
468.12
188.84
01/10/2020
932.81
765.92
751.23
697.92
521.41
176.51
01/01/2021
918.26
747.21
736.01
676.74
456.32
220.42
01/04/2021
914.33
739.78
729.63
667.12
474.78
192.34
01/07/2021
966.23
785.82
770.15
702.07
490.83
211.25
01/10/2021
1,006.65
823.8
806.11
747.43
546.32
201.11
01/01/2022
1,006.71
815.3
801.77
717.84
489.91
227.93
01/04/2022
988.29
789.12
778.51
694.46
503.53
190.93
01/07/2022
1,034.48
832.21
817.61
739.11
514.29
224.82
01/10/2022
1,079.16
874.32
854.89
785.36
578.72
206.64
01/01/2023
1,076.96
864.31
850.27
777.48
524.37
253.11
01/04/2023
1,046.55
832.2
824.98
746.61
541.24
205.37
01/07/2023
1,096.57
881.45
867.71
793.27
552.17
241.1
01/10/2023
1,135.91
920.18
898.82
834.92
617.83
217.08
01/01/2024
1,111.41
891.33
878.22
793.15
556.56
236.59
01/04/2024
1,087
865.35
857.03
772.39
571.66
200.73
01/07/2024
1,123.04
900.02
886.92
801.1
582.57
218.53
01/10/2024
1,156.65
933.04
916.16
833.52
647.06
186.46
01/01/2025
1,141.35
913.66
899.43
805.55
584.49
221.06
01/04/2025
1,123.78
894.62
886.01
795.06
601.12
193.94
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bruttonationaleinkommen-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
  • bruttonationaleinkommen_mrd_eur
  • nettonationaleinkommen_mrd_eur
  • verfgbares_einkommen_mrd_eur
  • col_5
  • col_6
  • col_7

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: 102
  • Columns: 7
  • Numeric columns ratio: 0.86
  • Missing ratio: 0.00
  • Quality note: ok

Official Context Snippet

Gross national income, disposable income and net national income (factor costs)

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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