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destatis
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auftragseingang-verbrauchsgueter-bv41

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
1997-03-01 00:00:00
2026-03-01 00:00:00
originalwert_2021100
float64
67.4
120
originalwert_vernderung_gegenber_vorjahresmonat_in_
float64
-21.1
36.5
⌀
trendkonjunkturkomponente_bv_41_2021100
float64
81.9
105
trendkonjunkturkomponente_bv_41_vernderung_gegenber_vormonat_in_
float64
-1.5
3
01/03/1997
97.4
null
83.2
0.2
01/04/1997
83.9
null
83.4
0.2
01/05/1997
69.2
null
83.5
0.1
01/06/1997
80
null
83.7
0.2
01/07/1997
80.8
null
83.7
0
01/08/1997
86.3
null
83.8
0.1
01/09/1997
98.8
null
84
0.2
01/10/1997
83
null
84.1
0.1
01/11/1997
72.1
null
84.1
0
01/12/1997
73.6
null
84.2
0.1
01/01/1998
80.2
-1
84.3
0.1
01/02/1998
97.2
0.9
84.2
-0.1
01/03/1998
105.1
7.9
84.2
0
01/04/1998
77.7
-7.4
84.1
-0.1
01/05/1998
69.5
0.4
83.8
-0.4
01/06/1998
79.4
-0.7
83.6
-0.2
01/07/1998
83.6
3.5
83.3
-0.4
01/08/1998
89.1
3.2
83
-0.4
01/09/1998
96.6
-2.2
82.7
-0.4
01/10/1998
79.4
-4.3
82.2
-0.6
01/11/1998
72.7
0.8
82.2
0
01/12/1998
68.8
-6.5
82.2
0
01/01/1999
77.2
-3.7
81.9
-0.4
01/02/1999
94
-3.3
82
0.1
01/03/1999
102
-2.9
82.1
0.1
01/04/1999
79
1.7
82.1
0
01/05/1999
71.4
2.7
82.2
0.1
01/06/1999
74.8
-5.8
82.3
0.1
01/07/1999
81.9
-2
82.3
0
01/08/1999
92.5
3.8
82.3
0
01/09/1999
93.9
-2.8
82.3
0
01/10/1999
78.7
-0.9
82.3
0
01/11/1999
79.9
9.9
82.2
-0.1
01/12/1999
70
1.7
82
-0.2
01/01/2000
76.6
-0.8
81.9
-0.1
01/02/2000
97.8
4
82.1
0.2
01/03/2000
99.7
-2.3
82.2
0.1
01/04/2000
71
-10.1
82.5
0.4
01/05/2000
77
7.8
82.5
0
01/06/2000
73.9
-1.2
82.8
0.4
01/07/2000
78.9
-3.7
83.1
0.4
01/08/2000
94.8
2.5
83.4
0.4
01/09/2000
95
1.2
83.7
0.4
01/10/2000
79.4
0.9
84
0.4
01/11/2000
77
-3.6
84.2
0.2
01/12/2000
72.1
3
84.4
0.2
01/01/2001
86.2
12.5
84.6
0.2
01/02/2001
96.6
-1.2
84.5
-0.1
01/03/2001
98.2
-1.5
84.5
0
01/04/2001
75.3
6.1
84.5
0
01/05/2001
75.5
-1.9
84.4
-0.1
01/06/2001
77.4
4.7
84.3
-0.1
01/07/2001
85.7
8.6
84.4
0.1
01/08/2001
98.1
3.5
84.2
-0.2
01/09/2001
85.9
-9.6
84
-0.2
01/10/2001
82.2
3.5
83.7
-0.4
01/11/2001
77.5
0.6
83.8
0.1
01/12/2001
67.4
-6.5
83.6
-0.2
01/01/2002
86.8
0.7
83.6
0
01/02/2002
92.8
-3.9
83.6
0
01/03/2002
94.9
-3.4
83.6
0
01/04/2002
82.2
9.2
83.5
-0.1
01/05/2002
71.2
-5.7
83.5
0
01/06/2002
75
-3.1
83.5
0
01/07/2002
87.4
2
83.6
0.1
01/08/2002
90.3
-8
83.5
-0.1
01/09/2002
91.4
6.4
83.5
0
01/10/2002
83
1
83.4
-0.1
01/11/2002
78.9
1.8
83.3
-0.1
01/12/2002
67.8
0.6
83.1
-0.2
01/01/2003
85.2
-1.8
83.6
0.6
01/02/2003
96.3
3.8
83.6
0
01/03/2003
89.5
-5.7
83.4
-0.2
01/04/2003
78
-5.1
83.2
-0.2
01/05/2003
74.3
4.4
83
-0.2
01/06/2003
74.2
-1.1
82.8
-0.2
01/07/2003
85.9
-1.7
82.9
0.1
01/08/2003
87.7
-2.9
83
0.1
01/09/2003
88.5
-3.2
82.9
-0.1
01/10/2003
86
3.6
82.9
0
01/11/2003
74.7
-5.3
83
0.1
01/12/2003
73.8
8.8
82.9
-0.1
01/01/2004
80.3
-5.8
83
0.1
01/02/2004
92.6
-3.8
83.1
0.1
01/03/2004
97.2
8.6
83.2
0.1
01/04/2004
80.3
2.9
83.3
0.1
01/05/2004
73
-1.7
83.4
0.1
01/06/2004
78.3
5.5
83.7
0.4
01/07/2004
88
2.4
83.9
0.2
01/08/2004
91.3
4.1
84.4
0.6
01/09/2004
89.5
1.1
84.8
0.5
01/10/2004
82.1
-4.5
85.4
0.7
01/11/2004
82.2
10
86
0.7
01/12/2004
76.9
4.2
86.7
0.8
01/01/2005
89.1
11
87.5
0.9
01/02/2005
99.9
7.9
88.1
0.7
01/03/2005
98.7
1.5
88.7
0.7
01/04/2005
86.5
7.7
89.3
0.7
01/05/2005
80.9
10.8
89.8
0.6
01/06/2005
88.2
12.6
90.1
0.3
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auftragseingang-verbrauchsgueter-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_2021100
  • originalwert_vernderung_gegenber_vorjahresmonat_in_
  • trendkonjunkturkomponente_bv_41_2021100
  • trendkonjunkturkomponente_bv_41_vernderung_gegenber_vormonat_in_

Field Notes

  • datum: time index / reporting period.
  • originalwert_2021100: raw/original value from source table.
  • originalwert_vernderung_gegenber_vorjahresmonat_in_: period-over-period or year-over-year change metric.
  • trendkonjunkturkomponente_bv_41_2021100: seasonally/calendar adjusted trend component.
  • trendkonjunkturkomponente_bv_41_vernderung_gegenber_vormonat_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: 349
  • Columns: 5
  • Numeric columns ratio: 0.80
  • Missing ratio: 0.01
  • Quality note: ok

Official Context Snippet

Official description from source metadata: Auftragseingangsindex Verbrauchsgüter 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).
Downloads last month
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Number of rows:
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Total file size:
16.4 kB