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destatis
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umsatzindex-verbrauchsgueter-bv41

Modalities:
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Formats:
csv
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Tags:
destatis
germany
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tabular
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datum
stringdate
1997-03-01 00:00:00
2026-03-01 00:00:00
originalwert_2021100
float64
86.7
115
originalwert_vernderung_gegenber_vorjahresmonat_in_
float64
-12.9
10.6
⌀
trendkonjunkturkomponente_bv_41_2021100
float64
95.4
109
trendkonjunkturkomponente_bv_41_vernderung_gegenber_vormonat_in_
float64
-0.8
0.5
01/03/1997
96.5
null
97.9
0
01/04/1997
99.6
null
97.7
-0.2
01/05/1997
90.5
null
97.8
0.1
01/06/1997
96.8
null
97.8
0
01/07/1997
101.5
null
97.8
0
01/08/1997
95.1
null
97.9
0.1
01/09/1997
103.9
null
97.9
0
01/10/1997
103.6
null
98
0.1
01/11/1997
96.1
null
98
0
01/12/1997
96.9
null
98.1
0.1
01/01/1998
94
-2.3
98
-0.1
01/02/1998
93.6
-0.2
98
0
01/03/1998
103.6
7.4
98.1
0.1
01/04/1998
96.5
-3.1
98
-0.1
01/05/1998
92.8
2.5
97.8
-0.2
01/06/1998
96.5
-0.3
97.8
0
01/07/1998
101.3
-0.2
97.7
-0.1
01/08/1998
95.5
0.4
97.5
-0.2
01/09/1998
102.6
-1.3
97.4
-0.1
01/10/1998
101.5
-2
97.4
0
01/11/1998
99
3
97.3
-0.1
01/12/1998
98.3
1.4
97.4
0.1
01/01/1999
90.7
-3.5
97.6
0.2
01/02/1999
91.8
-1.9
97.8
0.2
01/03/1999
108.4
4.6
98.2
0.4
01/04/1999
93.4
-3.2
98.3
0.1
01/05/1999
94.3
1.6
98.5
0.2
01/06/1999
99.6
3.2
98.8
0.3
01/07/1999
100.3
-1
99
0.2
01/08/1999
100.6
5.3
99.2
0.2
01/09/1999
106.8
4.1
99.4
0.2
01/10/1999
100.9
-0.6
99.6
0.2
01/11/1999
105.6
6.7
99.7
0.1
01/12/1999
102.4
4.2
99.8
0.1
01/01/2000
90.6
-0.1
99.9
0.1
01/02/2000
99.1
8
100
0.1
01/03/2000
106.5
-1.8
100.1
0.1
01/04/2000
93.4
0
100.3
0.2
01/05/2000
104.3
10.6
100.4
0.1
01/06/2000
98
-1.6
100.4
0
01/07/2000
97.9
-2.4
100.5
0.1
01/08/2000
104
3.4
100.6
0.1
01/09/2000
103.6
-3
100.7
0.1
01/10/2000
103.7
2.8
100.9
0.2
01/11/2000
105.5
-0.1
101
0.1
01/12/2000
96.4
-5.9
101
0
01/01/2001
97.9
8.1
101
0
01/02/2001
95.8
-3.3
101
0
01/03/2001
104.4
-2
101
0
01/04/2001
96.4
3.2
101
0
01/05/2001
101.8
-2.4
101
0
01/06/2001
97.2
-0.8
101
0
01/07/2001
101.9
4.1
101.1
0.1
01/08/2001
105.7
1.6
101.1
0
01/09/2001
99.3
-4.2
101.1
0
01/10/2001
107.3
3.5
101
-0.1
01/11/2001
105.1
-0.4
101
0
01/12/2001
93.1
-3.4
100.9
-0.1
01/01/2002
99.6
1.7
100.8
-0.1
01/02/2002
95.2
-0.6
100.7
-0.1
01/03/2002
100.8
-3.4
100.5
-0.2
01/04/2002
99.7
3.4
100.3
-0.2
01/05/2002
97.2
-4.5
100.1
-0.2
01/06/2002
96.8
-0.4
100
-0.1
01/07/2002
103.6
1.7
99.8
-0.2
01/08/2002
100.3
-5.1
99.5
-0.3
01/09/2002
101.9
2.6
99.3
-0.2
01/10/2002
104.7
-2.4
99.2
-0.1
01/11/2002
100.7
-4.2
99.1
-0.1
01/12/2002
93.7
0.6
99.1
0
01/01/2003
97.4
-2.2
99.3
0.2
01/02/2003
93.6
-1.7
99.3
0
01/03/2003
98.7
-2.1
99.3
0
01/04/2003
100.1
0.4
99.3
0
01/05/2003
95.2
-2.1
99.3
0
01/06/2003
96.9
0.1
99.3
0
01/07/2003
103.7
0.1
99.3
0
01/08/2003
96
-4.3
99.3
0
01/09/2003
105.1
3.1
99.3
0
01/10/2003
106.4
1.6
99.3
0
01/11/2003
98.4
-2.3
99.3
0
01/12/2003
97.7
4.3
99.3
0
01/01/2004
94.3
-3.2
99.3
0
01/02/2004
94.1
0.5
99.4
0.1
01/03/2004
108
9.4
99.5
0.1
01/04/2004
98.5
-1.6
99.5
0
01/05/2004
92.4
-2.9
99.6
0.1
01/06/2004
101.3
4.5
99.7
0.1
01/07/2004
101.3
-2.3
99.9
0.2
01/08/2004
100.5
4.7
100
0.1
01/09/2004
106.4
1.2
100.3
0.3
01/10/2004
103.2
-3
100.5
0.2
01/11/2004
106
7.7
100.8
0.3
01/12/2004
102.2
4.6
101.1
0.3
01/01/2005
95
0.7
101.4
0.3
01/02/2005
96.3
2.3
101.7
0.3
01/03/2005
106.6
-1.3
102
0.3
01/04/2005
99.9
1.4
102.2
0.2
01/05/2005
99.5
7.7
102.5
0.3
01/06/2005
105.8
4.4
102.7
0.2
End of preview. Expand in Data Studio

umsatzindex-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: Umsatzindex 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:
349
Total file size:
16.6 kB