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destatis
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exporte-waren-preisbereinigt-bv41

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Tags:
destatis
germany
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tabular
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datum
stringdate
1995-07-01 00:00:00
2024-01-01 00:00:00
originalwert_kettenindex_2015100
float64
32.1
117
originalwert_vernderung_gegenber_vorjahresquartal_in_
float64
-23.6
31.2
⌀
trendkonjunkturkomponente_bv_41_kettenindex_2015100
float64
33.9
114
trendkonjunkturkomponente_bv_41_vernderung_gegenber_vorquartal_in_
float64
-6.7
5
kalender_und_saisonbereinigte_werte_bv_41_kettenindex_2015100
float64
34
114
kalender_und_saisonbereinigte_werte_bv_41_vernderung_gegenber_vorquartal_in_
float64
-19.3
21.6
restkomponente_bv_41
float64
-19.3
3
01/07/1995
32.08
null
33.89
1.4
33.95
0.7
0.1
01/10/1995
35.16
null
34.18
0.8
34.08
0.4
-0.1
01/01/1996
34.34
4.5
34.46
0.8
34.34
0.8
-0.1
01/04/1996
34.56
3.4
35
1.6
35.08
2.1
0.1
01/07/1996
34.5
7.5
35.79
2.2
35.56
1.4
-0.2
01/10/1996
37.94
7.9
36.8
2.8
36.9
3.8
0.1
01/01/1997
36.16
5.3
37.97
3.2
38.26
3.7
0.3
01/04/1997
39.43
14.1
39.08
2.9
38.47
0.6
-0.6
01/07/1997
39.7
15.1
40.4
3.4
40.61
5.6
0.2
01/10/1997
42.49
12
41.58
2.9
41.79
2.9
0.2
01/01/1998
41.48
14.7
42.38
1.9
42.31
1.2
-0.1
01/04/1998
43.16
9.5
42.62
0.6
43.08
1.8
0.5
01/07/1998
41.45
4.4
42.39
-0.5
42.23
-2
-0.2
01/10/1998
43.85
3.2
42.45
0.1
42.18
-0.1
-0.3
01/01/1999
41.8
0.8
42.91
1.1
42.76
1.4
-0.2
01/04/1999
45.04
4.4
43.8
2.1
43.85
2.6
0
01/07/1999
44.53
7.4
45.09
2.9
45.42
3.6
0.3
01/10/1999
48.54
10.7
46.45
3
45.98
1.2
-0.5
01/01/2000
48.88
16.9
48.21
3.8
48.27
5
0.1
01/04/2000
50.45
12
50.23
4.2
50.29
4.2
0.1
01/07/2000
49.89
12
52.17
3.9
51.77
2.9
-0.4
01/10/2000
55.34
14
53.76
3.1
54.48
5.2
0.7
01/01/2001
54.44
11.4
54.49
1.4
54.62
0.3
0.1
01/04/2001
54.42
7.9
54.7
0.4
54.6
-0
-0.1
01/07/2001
53
6.2
54.64
-0.1
54.71
0.2
0.1
01/10/2001
55.18
-0.3
54.61
-0
54.14
-1.1
-0.5
01/01/2002
53.16
-2.4
55.11
0.9
54.94
1.5
-0.2
01/04/2002
56.34
3.5
55.89
1.4
56.09
2.1
0.2
01/07/2002
55.96
5.6
56.49
1.1
56.6
0.9
0.1
01/10/2002
58.25
5.6
56.8
0.6
57.36
1.3
0.6
01/01/2003
55.81
5
56.79
-0
56.72
-1.1
-0.1
01/04/2003
55.83
-0.9
56.97
0.3
56.2
-0.9
-0.8
01/07/2003
57.43
2.6
58.04
1.9
58.09
3.4
0.1
01/10/2003
59.86
2.8
59.72
2.9
59.59
2.6
-0.1
01/01/2004
61.7
10.6
61.45
2.9
61.49
3.2
0
01/04/2004
64.48
15.5
62.71
2.1
63.75
3.7
1
01/07/2004
62.28
8.4
63.23
0.8
62.96
-1.2
-0.3
01/10/2004
65.37
9.2
63.79
0.9
63.28
0.5
-0.5
01/01/2005
63.99
3.7
64.82
1.6
64.92
2.6
0.1
01/04/2005
67.81
5.2
66.41
2.5
66.05
1.7
-0.4
01/07/2005
68.33
9.7
68.56
3.2
69.06
4.6
0.5
01/10/2005
71.63
9.6
70.42
2.7
70.27
1.8
-0.2
01/01/2006
73.88
15.5
72.52
3
72.55
3.2
0
01/04/2006
73.67
8.6
74.95
3.4
74.8
3.1
-0.2
01/07/2006
75.29
10.2
77.53
3.4
77.02
3
-0.5
01/10/2006
82.32
14.9
80.16
3.4
81.18
5.4
1
01/01/2007
82.36
11.5
82.03
2.3
81.93
0.9
-0.1
01/04/2007
82.29
11.7
83.57
1.9
83.36
1.7
-0.2
01/07/2007
83.24
10.6
84.82
1.5
84.2
1
-0.6
01/10/2007
86.09
4.6
86.2
1.6
85.66
1.7
-0.5
01/01/2008
86.25
4.7
87.16
1.1
87.93
2.7
0.8
01/04/2008
87.92
6.8
85.95
-1.4
86.74
-1.4
0.8
01/07/2008
84.62
1.7
82.2
-4.4
83.55
-3.7
1.3
01/10/2008
79.72
-7.4
76.65
-6.7
79.68
-4.6
3
01/01/2009
68.99
-20
71.72
-6.4
70.45
-11.6
-1.3
01/04/2009
67.18
-23.6
69.28
-3.4
68.04
-3.4
-1.2
01/07/2009
70.63
-16.5
70.1
1.2
69.81
2.6
-0.3
01/10/2009
75.06
-5.8
73.27
4.5
73.63
5.5
0.4
01/01/2010
76.29
10.6
76.96
5
77.13
4.8
0.2
01/04/2010
81.74
21.7
80.42
4.5
81.29
5.4
0.9
01/07/2010
82.77
17.2
83.25
3.5
82.97
2.1
-0.3
01/10/2010
87.02
15.9
85.71
3
85.56
3.1
-0.1
01/01/2011
88.84
16.5
87.5
2.1
87.88
2.7
0.4
01/04/2011
89.16
9.1
88.67
1.3
88.52
0.7
-0.1
01/07/2011
89.23
7.8
89.63
1.1
89.47
1.1
-0.2
01/10/2011
89.77
3.2
90.44
0.9
90.29
0.9
-0.2
01/01/2012
93.3
5
91.21
0.8
91.35
1.2
0.1
01/04/2012
91.35
2.5
91.64
0.5
91.75
0.4
0.1
01/07/2012
91.33
2.4
91.69
0.1
92.07
0.4
0.4
01/10/2012
90.03
0.3
91.32
-0.4
91.02
-1.1
-0.3
01/01/2013
90.55
-2.9
91.2
-0.1
91.08
0.1
-0.1
01/04/2013
91.6
0.3
91.55
0.4
91.47
0.4
-0.1
01/07/2013
91.97
0.7
92.28
0.8
92.05
0.6
-0.2
01/10/2013
93.24
3.6
93.26
1.1
93.71
1.8
0.4
01/01/2014
94.19
4
94.23
1
94.24
0.6
0
01/04/2014
94.43
3.1
95.32
1.2
94.94
0.7
-0.4
01/07/2014
96.49
4.9
96.62
1.4
96.58
1.7
-0
01/10/2014
97.59
4.7
98.09
1.5
98.31
1.8
0.2
01/01/2015
99.09
5.2
99.33
1.3
99.33
1
0
01/04/2015
100.32
6.2
99.96
0.6
100.09
0.8
0.1
01/07/2015
100.44
4.1
100.23
0.3
100.59
0.5
0.4
01/10/2015
100.15
2.6
100.4
0.2
100.06
-0.5
-0.3
01/01/2016
99.56
0.5
100.7
0.3
100.33
0.3
-0.4
01/04/2016
104.79
4.5
101.37
0.7
101.86
1.5
0.5
01/07/2016
101.45
1
102.31
0.9
102.07
0.2
-0.2
01/10/2016
102.63
2.5
103.58
1.2
103.31
1.2
-0.3
01/01/2017
107.44
7.9
105.11
1.5
105.46
2.1
0.3
01/04/2017
106.72
1.8
106.72
1.5
106.2
0.7
-0.5
01/07/2017
106.74
5.2
108.49
1.7
108.58
2.2
0.1
01/10/2017
108.46
5.7
109.82
1.2
110.58
1.8
0.8
01/01/2018
110.76
3.1
110.11
0.3
109.66
-0.8
-0.5
01/04/2018
111.72
4.7
110.11
0
110.9
1.1
0.8
01/07/2018
107.45
0.7
109.71
-0.4
109.2
-1.5
-0.5
01/10/2018
107.12
-1.2
109.64
-0.1
108.52
-0.6
-1.1
01/01/2019
112.61
1.7
110.27
0.6
110.91
2.2
0.6
01/04/2019
109.38
-2.1
110.69
0.4
110.29
-0.6
-0.4
01/07/2019
110.74
3.1
110.67
-0
111.92
1.5
1.3
01/10/2019
108.94
1.7
108.95
-1.6
109.44
-2.2
0.5
01/01/2020
108.8
-3.4
106.56
-2.2
106.13
-3
-0.4
01/04/2020
84.47
-22.8
104.99
-1.5
85.66
-19.3
-19.3
End of preview. Expand in Data Studio

exporte-waren-preisbereinigt-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_kettenindex_2015100
  • originalwert_vernderung_gegenber_vorjahresquartal_in_
  • trendkonjunkturkomponente_bv_41_kettenindex_2015100
  • trendkonjunkturkomponente_bv_41_vernderung_gegenber_vorquartal_in_
  • kalender_und_saisonbereinigte_werte_bv_41_kettenindex_2015100
  • kalender_und_saisonbereinigte_werte_bv_41_vernderung_gegenber_vorquartal_in_
  • restkomponente_bv_41

Field Notes

  • datum: time index / reporting period.
  • originalwert_kettenindex_2015100: raw/original value from source table.
  • originalwert_vernderung_gegenber_vorjahresquartal_in_: period-over-period or year-over-year change metric.
  • trendkonjunkturkomponente_bv_41_kettenindex_2015100: 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: 115
  • Columns: 8
  • Numeric columns ratio: 0.88
  • Missing ratio: 0.00
  • Quality note: ok

Official Context Snippet

Official description from source metadata: Exporte von Waren 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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Number of rows:
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Total file size:
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