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destatis
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importe-waren-preisbereinigt-bv41

Modalities:
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Formats:
csv
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English
Size:
< 1K
Tags:
destatis
germany
open-data
ml-ready
tabular
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Auto-converted to Parquet Duplicate
datum
stringdate
1995-07-01 00:00:00
2024-01-01 00:00:00
originalwert_kettenindex_2015100
float64
34.3
126
originalwert_vernderung_gegenber_vorjahresquartal_in_
float64
-14.6
20.5
⌀
trendkonjunkturkomponente_bv_41_kettenindex_2015100
float64
35.9
125
trendkonjunkturkomponente_bv_41_vernderung_gegenber_vorquartal_in_
float64
-4.1
4.7
kalender_und_saisonbereinigte_werte_bv_41_kettenindex_2015100
float64
36
127
kalender_und_saisonbereinigte_werte_bv_41_vernderung_gegenber_vorquartal_in_
float64
-13.2
12.7
restkomponente_bv_41
float64
-13.9
2.8
01/07/1995
34.27
null
35.94
1.6
35.99
1.2
0
01/10/1995
37.08
null
36.17
0.6
36.13
0.4
-0
01/01/1996
36.45
5.5
36.27
0.3
36.2
0.2
-0.1
01/04/1996
36.29
2.3
36.52
0.7
36.49
0.8
-0
01/07/1996
35.53
3.7
37.01
1.4
36.79
0.8
-0.2
01/10/1996
38.77
4.6
37.81
2.2
37.91
3.1
0.1
01/01/1997
38.11
4.6
38.78
2.6
38.93
2.7
0.2
01/04/1997
40.06
10.4
39.78
2.6
39.44
1.3
-0.3
01/07/1997
40.03
12.7
40.99
3
41.17
4.4
0.2
01/10/1997
42.75
10.3
42.22
3
42.21
2.5
-0
01/01/1998
43.29
13.6
43.4
2.8
43.39
2.8
-0
01/04/1998
44.8
11.8
44.35
2.2
44.66
2.9
0.3
01/07/1998
43.82
9.5
45.02
1.5
44.78
0.3
-0.2
01/10/1998
46.85
9.6
45.86
1.9
45.74
2.1
-0.1
01/01/1999
46.56
7.6
46.83
2.1
46.9
2.5
0.1
01/04/1999
48.51
8.3
47.83
2.1
47.93
2.2
0.1
01/07/1999
48.34
10.3
48.83
2.1
49.26
2.8
0.4
01/10/1999
51.05
9
49.63
1.6
48.83
-0.9
-0.8
01/01/2000
51.22
10
51.13
3
51.27
5
0.1
01/04/2000
52.69
8.6
53.01
3.7
52.78
3
-0.2
01/07/2000
52.89
9.4
54.79
3.4
54.51
3.3
-0.3
01/10/2000
59.27
16.1
55.94
2.1
57.12
4.8
1.2
01/01/2001
54.42
6.2
55.77
-0.3
55.6
-2.7
-0.2
01/04/2001
54.95
4.3
54.93
-1.5
54.97
-1.1
0
01/07/2001
51.97
-1.7
53.62
-2.4
53.76
-2.2
0.1
01/10/2001
54.51
-8
52.53
-2
52.17
-3
-0.4
01/01/2002
49.62
-8.8
52.08
-0.9
51.52
-1.3
-0.6
01/04/2002
53.11
-3.3
52.48
0.8
52.69
2.3
0.2
01/07/2002
51.93
-0.1
53.48
1.9
53.58
1.7
0.1
01/10/2002
56.56
3.8
54.54
2
54.32
1.4
-0.2
01/01/2003
55.3
11.4
55.52
1.8
56.25
3.6
0.7
01/04/2003
55.76
5
56.25
1.3
56.14
-0.2
-0.1
01/07/2003
54.7
5.3
57.07
1.4
56.42
0.5
-0.6
01/10/2003
61.06
8
58.17
1.9
58.37
3.5
0.2
01/01/2004
58.66
6.1
59.48
2.3
59.6
2.1
0.1
01/04/2004
60.35
8.2
60.69
2
60.52
1.5
-0.2
01/07/2004
60.92
11.4
61.54
1.4
62.25
2.9
0.7
01/10/2004
66.27
8.5
62.03
0.8
62.09
-0.3
0.1
01/01/2005
59.66
1.7
62.76
1.2
61.84
-0.4
-0.9
01/04/2005
65.29
8.2
64.37
2.6
64.59
4.4
0.2
01/07/2005
64.91
6.5
66.57
3.4
66.37
2.8
-0.2
01/10/2005
72.43
9.3
69.15
3.9
69.18
4.2
0
01/01/2006
71.64
20.1
71.46
3.4
71.9
3.9
0.4
01/04/2006
72.56
11.1
73.41
2.7
73.39
2.1
-0
01/07/2006
72.83
12.2
75.18
2.4
74.86
2
-0.3
01/10/2006
79.47
9.7
76.82
2.2
77.05
2.9
0.2
01/01/2007
78.2
9.2
78.11
1.7
78.2
1.5
0.1
01/04/2007
77.83
7.3
79.13
1.3
79.24
1.3
0.1
01/07/2007
78.43
7.7
79.87
0.9
79.66
0.5
-0.2
01/10/2007
82.09
3.3
80.56
0.9
79.97
0.4
-0.6
01/01/2008
80.8
3.3
81.46
1.1
81.62
2.1
0.2
01/04/2008
80.94
4
81.78
0.4
81.96
0.4
0.2
01/07/2008
81.6
4
80.78
-1.2
81.4
-0.7
0.6
01/10/2008
81.21
-1.1
78.36
-3
79.44
-2.4
1.1
01/01/2009
74.46
-7.8
75.18
-4.1
74.89
-5.7
-0.3
01/04/2009
69.1
-14.6
72.58
-3.5
71
-5.2
-1.6
01/07/2009
72.78
-10.8
72.43
-0.2
72.54
2.2
0.1
01/10/2009
75.28
-7.3
74.51
2.9
73.74
1.7
-0.8
01/01/2010
77.83
4.5
78.04
4.7
78.1
5.9
0.1
01/04/2010
82.97
20.1
81.51
4.4
82.97
6.2
1.5
01/07/2010
83.26
14.4
84.12
3.2
83.69
0.9
-0.4
01/10/2010
87.54
16.3
86.42
2.7
86.26
3.1
-0.2
01/01/2011
88.5
13.7
88.09
1.9
88.2
2.2
0.1
01/04/2011
89.55
7.9
89.3
1.4
89.26
1.2
-0
01/07/2011
89.56
7.6
89.9
0.7
90.06
0.9
0.2
01/10/2011
90.58
3.5
89.69
-0.2
89.86
-0.2
0.2
01/01/2012
89.89
1.6
89.09
-0.7
89.2
-0.7
0.1
01/04/2012
87.47
-2.3
88.44
-0.7
88.21
-1.1
-0.2
01/07/2012
87.34
-2.5
88.05
-0.4
87.84
-0.4
-0.2
01/10/2012
88.68
-2.1
88.19
0.2
88.26
0.5
0.1
01/01/2013
87.96
-2.1
88.85
0.8
88.58
0.4
-0.3
01/04/2013
89.4
2.2
89.93
1.2
89.83
1.4
-0.1
01/07/2013
91.73
5
91.21
1.4
91.77
2.2
0.6
01/10/2013
92.42
4.2
92.27
1.2
92.2
0.5
-0.1
01/01/2014
93.18
5.9
93.15
1
93.01
0.9
-0.1
01/04/2014
93.54
4.6
94.11
1
94.33
1.4
0.2
01/07/2014
94.39
2.9
95.29
1.3
94.81
0.5
-0.5
01/10/2014
96.92
4.9
96.82
1.6
96.85
2.2
0
01/01/2015
99.33
6.6
98.26
1.5
98.58
1.8
0.3
01/04/2015
98.39
5.2
99.45
1.2
99.3
0.7
-0.1
01/07/2015
100.18
6.1
100.57
1.1
100.96
1.7
0.4
01/10/2015
102.1
5.3
101.33
0.8
101
0
-0.3
01/01/2016
102.73
3.4
102.25
0.9
102.33
1.3
0.1
01/04/2016
103.63
5.3
103.33
1.1
103.33
1
-0
01/07/2016
103.19
3
104.6
1.2
104.28
0.9
-0.3
01/10/2016
107.6
5.4
106.07
1.4
106.38
2
0.3
01/01/2017
108.71
5.8
107.47
1.3
107.43
1
-0
01/04/2017
108.09
4.3
108.91
1.3
108.9
1.4
-0
01/07/2017
108.63
5.3
110.23
1.2
110.15
1.1
-0.1
01/10/2017
112.27
4.3
111.63
1.3
111.9
1.6
0.3
01/01/2018
112.97
3.9
112.93
1.2
112.49
0.5
-0.4
01/04/2018
114.02
5.5
114.32
1.2
114.47
1.8
0.1
01/07/2018
114.48
5.4
115.6
1.1
115.77
1.1
0.2
01/10/2018
116.58
3.8
116.66
0.9
116.39
0.5
-0.3
01/01/2019
118.84
5.2
117.45
0.7
117.66
1.1
0.2
01/04/2019
116.46
2.1
117.61
0.1
117.17
-0.4
-0.4
01/07/2019
116.88
2.1
117.68
0.1
118.56
1.2
0.9
01/10/2019
118.2
1.4
116.85
-0.7
118.24
-0.3
1.4
01/01/2020
117.83
-0.8
115.48
-1.2
115.55
-2.3
0.1
01/04/2020
100.67
-13.6
114.2
-1.1
100.32
-13.2
-13.9
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importe-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: Importe 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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