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index-bruttoverdienste-bv41

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datum
stringdate
1996-07-01 00:00:00
2025-10-01 00:00:00
originalwert_2020100
float64
55.4
130
originalwert_vernderung_gegenber_vorjahresquartal_in_
float64
-1.1
7.9
⌀
trendkonjunkturkomponente_bv_41_2020100
float64
59.5
121
trendkonjunkturkomponente_bv_41_vernderung_gegenber_vorquartal_in_
float64
-0.2
1.6
kalender_und_saisonbereinigte_werte_bv_41_2020100
float64
59.6
121
kalender_und_saisonbereinigte_werte_bv_41_vernderung_gegenber_vorquartal_in_
float64
-1.5
4.1
kalenderbereinigte_werte_bv_41_2020100
float64
54.2
130
01/07/1996
56
null
59.5
0.4
59.6
1.4
56.1
01/10/1996
66
null
59.8
0.5
59.8
0.4
65.2
01/01/1997
55.7
4.6
60
0.4
59.9
0.1
54.2
01/04/1997
63.3
0.7
60.2
0.3
60.3
0.7
63.9
01/07/1997
56.6
1
60.3
0.2
60.1
-0.3
56.6
01/10/1997
66.1
0.2
60.5
0.3
60.4
0.4
65.7
01/01/1998
55.4
-0.6
60.8
0.5
60.9
0.8
55.1
01/04/1998
65.3
3.2
61.1
0.5
60.9
0.1
64.6
01/07/1998
57.9
2.3
61.4
0.6
61.4
0.9
57.9
01/10/1998
66.3
0.3
61.8
0.7
61.8
0.7
67.1
01/01/1999
56.5
1.9
62.3
0.7
62
0.3
56.2
01/04/1999
66.7
2.2
62.7
0.8
62.8
1.4
66.7
01/07/1999
59.5
2.8
63.2
0.7
63.1
0.4
59.6
01/10/1999
67.6
2
63.6
0.6
63.5
0.7
68.7
01/01/2000
57.3
1.5
63.9
0.5
63.9
0.7
58.2
01/04/2000
68.5
2.7
64.2
0.4
64
0.1
67.9
01/07/2000
61.5
3.3
64.5
0.6
64.5
0.8
60.9
01/10/2000
70.6
4.4
64.9
0.6
64.7
0.3
69.8
01/01/2001
59.4
3.7
65.3
0.7
65.4
1.1
59.7
01/04/2001
70.3
2.5
65.7
0.6
65.7
0.4
69.6
01/07/2001
62.8
2.1
66
0.5
65.9
0.3
62.2
01/10/2001
72.4
2.5
66.4
0.6
66.5
0.9
71.6
01/01/2002
61.6
3.6
66.8
0.5
66.5
0
60.7
01/04/2002
71.3
1.5
67.2
0.7
67.2
1
71.3
01/07/2002
64
2
67.7
0.7
67.7
0.8
64
01/10/2002
74
2.2
68.2
0.7
68.2
0.7
73.2
01/01/2003
63.2
2.6
68.6
0.6
68.6
0.6
62.9
01/04/2003
73.7
3.3
68.9
0.4
68.8
0.3
73
01/07/2003
65.5
2.2
69.2
0.5
69.3
0.7
65.5
01/10/2003
74.6
0.8
69.5
0.4
69.3
0
74.1
01/01/2004
64
1.4
69.8
0.4
69.9
0.9
64.3
01/04/2004
74.4
1
70
0.2
69.9
-0
74.3
01/07/2004
65.8
0.6
70.1
0.1
69.8
-0.1
65.8
01/10/2004
74.2
-0.4
70.3
0.3
70.4
0.9
75.2
01/01/2005
65.3
2
70.3
0.1
70.1
-0.5
64.4
01/04/2005
74.1
-0.5
70.5
0.3
70.5
0.7
75.2
01/07/2005
66.7
1.4
70.7
0.3
70.7
0.3
66.7
01/10/2005
75.5
1.7
71
0.3
70.8
0.1
75.3
01/01/2006
65
-0.5
71.3
0.4
71.4
0.9
65.8
01/04/2006
76.7
3.5
71.4
0.2
71.2
-0.3
76
01/07/2006
68.1
2.1
71.5
0.2
71.5
0.4
67.5
01/10/2006
76.8
1.7
71.7
0.3
71.6
0.1
76
01/01/2007
65.9
1.5
72
0.4
71.7
0.2
66.2
01/04/2007
78.1
1.9
72.5
0.6
72.5
1
77.5
01/07/2007
69.3
1.8
73
0.7
73
0.7
68.8
01/10/2007
78.7
2.5
73.6
0.8
73.4
0.6
77.9
01/01/2008
69.5
5.4
74.1
0.7
74.1
1
68.6
01/04/2008
78.5
0.5
74.7
0.8
74.5
0.5
79.6
01/07/2008
70.6
1.8
75.3
0.9
75
0.8
70.6
01/10/2008
81.1
3.1
76.1
1
76.2
1.6
80.7
01/01/2009
71.4
2.7
76.6
0.7
76.6
0.4
71.1
01/04/2009
82.9
5.6
76.9
0.4
76.9
0.4
82.2
01/07/2009
72.7
2.9
77
0.1
77.1
0.3
72.7
01/10/2009
80.3
-1
77
-0
76.8
-0.4
81
01/01/2010
71.8
0.6
77.1
0.1
77.1
0.4
71.5
01/04/2010
82.9
-0
77.2
0.1
77
-0.2
82.8
01/07/2010
72.8
0.2
77.5
0.4
77.3
0.5
72.8
01/10/2010
81.1
1
78.1
0.7
78
0.8
82
01/01/2011
72.5
1
78.8
0.9
78.8
1.1
72.7
01/04/2011
85.8
3.5
79.3
0.7
79.2
0.5
85.7
01/07/2011
75.1
3.1
79.8
0.6
79.9
0.8
75
01/10/2011
84.5
4.2
80.3
0.6
79.9
0
84.3
01/01/2012
73.3
1.1
81.1
0.9
80.9
1.2
74.1
01/04/2012
89.9
4.8
81.9
1
82.1
1.6
89.3
01/07/2012
77.6
3.4
82.5
0.8
82.3
0.2
77
01/10/2012
88.9
5.2
83
0.6
83.3
1.1
88.1
01/01/2013
76.5
4.4
83
0.1
82.7
-0.7
75.6
01/04/2013
90.6
0.8
83.2
0.2
83.2
0.6
90.5
01/07/2013
77.6
0.1
83.5
0.3
83.3
0.1
77.6
01/10/2013
89.6
0.8
83.9
0.5
83.8
0.6
88.8
01/01/2014
77.8
1.7
84.4
0.6
84.5
0.8
77.5
01/04/2014
92.7
2.3
84.9
0.6
84.7
0.2
92
01/07/2014
79.8
2.8
85.5
0.7
85.6
1
79.8
01/10/2014
91.5
2
86.2
0.7
86.1
0.6
91
01/01/2015
80.1
2.9
86.8
0.7
86.4
0.4
79.7
01/04/2015
95.6
3.1
87.4
0.7
87.7
1.4
94.9
01/07/2015
81.9
2.6
87.9
0.5
87.6
-0.1
81.8
01/10/2015
92.3
0.9
88.3
0.5
88.2
0.7
92.9
01/01/2016
83.4
4.2
88.7
0.5
89
0.9
82.5
01/04/2016
94.5
-1.1
89.1
0.4
88.5
-0.6
95.5
01/07/2016
84.3
2.9
89.7
0.7
90
1.7
84.2
01/10/2016
95.2
3.1
90.3
0.7
90.1
0.1
94.9
01/01/2017
83.6
0.2
91
0.8
91
1
84.4
01/04/2017
99.8
5.6
91.7
0.7
91.9
1
99.2
01/07/2017
86.5
2.7
92.3
0.6
91.9
0
85.9
01/10/2017
99.1
4.1
92.9
0.7
92.9
1.1
98
01/01/2018
86.8
3.8
93.6
0.7
93.6
0.7
86.4
01/04/2018
101.8
1.9
94.2
0.7
93.9
0.4
101.7
01/07/2018
89.5
3.4
94.9
0.7
94.9
1.1
88.9
01/10/2018
101.7
2.6
95.6
0.8
95.6
0.7
100.9
01/01/2019
88.8
2.3
96.4
0.8
96
0.4
88.4
01/04/2019
106.2
4.3
97.3
0.9
97.7
1.8
105.5
01/07/2019
91.7
2.4
97.9
0.7
97.4
-0.3
91.6
01/10/2019
104.6
2.9
98.7
0.8
98.5
1.2
103.8
01/01/2020
91.8
3.4
99.5
0.8
99.7
1.2
92
01/04/2020
107.9
1.6
100.1
0.6
100
0.3
107.2
01/07/2020
95.5
4.2
100.3
0.2
100.6
0.6
95.5
01/10/2020
104.8
0.2
100.1
-0.2
99.8
-0.7
105.4
01/01/2021
92.4
0.7
100.2
0.1
100
0.2
92
01/04/2021
107.1
-0.8
100.8
0.5
100.2
0.2
106.9
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index-bruttoverdienste-bv41

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
  • originalwert_2020100
  • originalwert_vernderung_gegenber_vorjahresquartal_in_
  • trendkonjunkturkomponente_bv_41_2020100
  • trendkonjunkturkomponente_bv_41_vernderung_gegenber_vorquartal_in_
  • kalender_und_saisonbereinigte_werte_bv_41_2020100
  • kalender_und_saisonbereinigte_werte_bv_41_vernderung_gegenber_vorquartal_in_
  • kalenderbereinigte_werte_bv_41_2020100

Field Notes

  • datum: time index / reporting period.
  • originalwert_2020100: raw/original value from source table.
  • originalwert_vernderung_gegenber_vorjahresquartal_in_: period-over-period or year-over-year change metric.
  • trendkonjunkturkomponente_bv_41_2020100: seasonally/calendar adjusted trend component.
  • trendkonjunkturkomponente_bv_41_vernderung_gegenber_vorquartal_in_: period-over-period or year-over-year change metric.
  • kalender_und_saisonbereinigte_werte_bv_41_vernderung_gegenber_vorquartal_in_: period-over-period or year-over-year change metric.

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: 118
  • Columns: 8
  • Numeric columns ratio: 0.88
  • Missing ratio: 0.00
  • Quality note: ok

Official Context Snippet

Official description from source metadata: Index der Bruttoverdienste mit Kalender- und Saisonbereinigung nach BV 4.1. This series is published by Destatis as part of its open data program.

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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Total file size:
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