datum stringdate 1997-03-01 00:00:00 2026-03-01 00:00:00 | originalwert_2021100 float64 66.1 123 | originalwert_vernderung_gegenber_vorjahresmonat_in_ float64 -30.4 48.7 ⌀ | saison_und_kalenderbereinigte_werte_nach_x_13_jdemetra_2021100 float64 66.5 109 | saison_und_kalenderbereinigte_werte_nach_x_13_jdemetra_vernderung_gegenber_vorsmonat_in_ float64 -24.3 27.8 |
|---|---|---|---|---|
01/03/1997 | 99.7 | null | 101.4 | 1.4 |
01/04/1997 | 108 | null | 99 | -2.4 |
01/05/1997 | 86.2 | null | 96.3 | -2.7 |
01/06/1997 | 101.8 | null | 101.2 | 5.1 |
01/07/1997 | 96.4 | null | 104.7 | 3.5 |
01/08/1997 | 79.5 | null | 98.6 | -5.8 |
01/09/1997 | 119.5 | null | 104 | 5.5 |
01/10/1997 | 117.3 | null | 103.1 | -0.9 |
01/11/1997 | 112.6 | null | 102.3 | -0.8 |
01/12/1997 | 97.7 | null | 104.3 | 2 |
01/01/1998 | 94.4 | -2.6 | 103 | -1.2 |
01/02/1998 | 101.7 | 4.7 | 104.9 | 1.8 |
01/03/1998 | 120.1 | 20.5 | 107.7 | 2.7 |
01/04/1998 | 104.5 | -3.2 | 104.4 | -3.1 |
01/05/1998 | 95.9 | 11.3 | 104.3 | -0.1 |
01/06/1998 | 101.2 | -0.6 | 103.5 | -0.8 |
01/07/1998 | 96.4 | 0 | 103.9 | 0.4 |
01/08/1998 | 83.3 | 4.8 | 102.1 | -1.7 |
01/09/1998 | 119 | -0.4 | 103.4 | 1.3 |
01/10/1998 | 114.4 | -2.5 | 100 | -3.3 |
01/11/1998 | 114.8 | 2 | 100.3 | 0.3 |
01/12/1998 | 97.3 | -0.4 | 101.6 | 1.3 |
01/01/1999 | 88 | -6.8 | 100.5 | -1.1 |
01/02/1999 | 96 | -5.6 | 98.9 | -1.6 |
01/03/1999 | 116.2 | -3.2 | 99.7 | 0.8 |
01/04/1999 | 99.3 | -5 | 99.2 | -0.5 |
01/05/1999 | 92.5 | -3.5 | 100.5 | 1.3 |
01/06/1999 | 104.2 | 3 | 102.2 | 1.7 |
01/07/1999 | 91.8 | -4.8 | 102.2 | 0 |
01/08/1999 | 88 | 5.6 | 103.3 | 1.1 |
01/09/1999 | 118.1 | -0.8 | 102.8 | -0.5 |
01/10/1999 | 114.3 | -0.1 | 104.5 | 1.7 |
01/11/1999 | 120.5 | 5 | 104.2 | -0.3 |
01/12/1999 | 101.9 | 4.7 | 103.3 | -0.9 |
01/01/2000 | 93.7 | 6.5 | 102.5 | -0.8 |
01/02/2000 | 108.5 | 13 | 105.4 | 2.8 |
01/03/2000 | 120.8 | 4 | 105.4 | 0 |
01/04/2000 | 98.1 | -1.2 | 107.1 | 1.6 |
01/05/2000 | 113.8 | 23 | 109.3 | 2.1 |
01/06/2000 | 98.2 | -5.8 | 104.9 | -4 |
01/07/2000 | 93.5 | 1.9 | 107.5 | 2.5 |
01/08/2000 | 94.3 | 7.2 | 106.7 | -0.7 |
01/09/2000 | 116.2 | -1.6 | 105.6 | -1 |
01/10/2000 | 115.6 | 1.1 | 106.6 | 0.9 |
01/11/2000 | 123 | 2.1 | 107.1 | 0.5 |
01/12/2000 | 98 | -3.8 | 105.2 | -1.8 |
01/01/2001 | 104 | 11 | 107.2 | 1.9 |
01/02/2001 | 105.4 | -2.9 | 108.4 | 1.1 |
01/03/2001 | 120.3 | -0.4 | 107.8 | -0.6 |
01/04/2001 | 102.7 | 4.7 | 107.6 | -0.2 |
01/05/2001 | 108 | -5.1 | 108.2 | 0.6 |
01/06/2001 | 101.7 | 3.6 | 108.8 | 0.6 |
01/07/2001 | 96.3 | 3 | 105.2 | -3.3 |
01/08/2001 | 95.9 | 1.7 | 108.6 | 3.2 |
01/09/2001 | 112.1 | -3.5 | 106.1 | -2.3 |
01/10/2001 | 117 | 1.2 | 103.4 | -2.5 |
01/11/2001 | 117.3 | -4.6 | 102.1 | -1.3 |
01/12/2001 | 91.5 | -6.6 | 104.5 | 2.4 |
01/01/2002 | 100.9 | -3 | 103.9 | -0.6 |
01/02/2002 | 97.3 | -7.7 | 99.6 | -4.1 |
01/03/2002 | 103.9 | -13.6 | 101.4 | 1.8 |
01/04/2002 | 101.9 | -0.8 | 98.4 | -3 |
01/05/2002 | 90.2 | -16.5 | 97.4 | -1 |
01/06/2002 | 95.6 | -6 | 98.4 | 1 |
01/07/2002 | 93.9 | -2.5 | 97.6 | -0.8 |
01/08/2002 | 81 | -15.5 | 95.4 | -2.3 |
01/09/2002 | 107.7 | -3.9 | 98.1 | 2.8 |
01/10/2002 | 108.9 | -6.9 | 96.3 | -1.8 |
01/11/2002 | 107.5 | -8.4 | 98 | 1.8 |
01/12/2002 | 86.6 | -5.4 | 96.9 | -1.1 |
01/01/2003 | 90.5 | -10.3 | 94.7 | -2.3 |
01/02/2003 | 93.2 | -4.2 | 93.7 | -1.1 |
01/03/2003 | 99.9 | -3.8 | 95 | 1.4 |
01/04/2003 | 93.2 | -8.5 | 93.5 | -1.6 |
01/05/2003 | 88.5 | -1.9 | 92 | -1.6 |
01/06/2003 | 85.4 | -10.7 | 90.9 | -1.2 |
01/07/2003 | 94.5 | 0.6 | 97.9 | 7.7 |
01/08/2003 | 69.2 | -14.6 | 84.7 | -13.5 |
01/09/2003 | 105.9 | -1.7 | 92.5 | 9.2 |
01/10/2003 | 106.6 | -2.1 | 94.7 | 2.4 |
01/11/2003 | 101.1 | -6 | 93.7 | -1.1 |
01/12/2003 | 87.8 | 1.4 | 95.3 | 1.7 |
01/01/2004 | 86.5 | -4.4 | 94.2 | -1.2 |
01/02/2004 | 91.2 | -2.1 | 92.8 | -1.5 |
01/03/2004 | 107.4 | 7.5 | 92.8 | 0 |
01/04/2004 | 93.5 | 0.3 | 94 | 1.3 |
01/05/2004 | 86.7 | -2 | 94.4 | 0.4 |
01/06/2004 | 95 | 11.2 | 93 | -1.5 |
01/07/2004 | 90 | -4.8 | 97.2 | 4.5 |
01/08/2004 | 72.1 | 4.2 | 84.1 | -13.5 |
01/09/2004 | 103.9 | -1.9 | 90.8 | 8 |
01/10/2004 | 98.7 | -7.4 | 90.8 | 0 |
01/11/2004 | 102.2 | 1.1 | 89.7 | -1.2 |
01/12/2004 | 87.8 | 0 | 90.7 | 1.1 |
01/01/2005 | 83.4 | -3.6 | 91.1 | 0.4 |
01/02/2005 | 89.4 | -2 | 91.3 | 0.2 |
01/03/2005 | 98.1 | -8.7 | 92 | 0.8 |
01/04/2005 | 96 | 2.7 | 92.1 | 0.1 |
01/05/2005 | 85.2 | -1.7 | 91.1 | -1.1 |
01/06/2005 | 98.9 | 4.1 | 93 | 2.1 |
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umsatzindex-gebrauchsgueter-x13
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
- Official dataset label: Umsatzindex Gebrauchsgüter mit Kalender- und Saisonbereinigung nach X13 JDemetra+
- Source CSV: https://www.destatis.de/static/de_/opendata/data/umsatzindex_gebrauchsgueter_x13.csv
- Source page: https://www.destatis.de/EN/Service/OpenData/short-term-indicators.html
- Snapshot timestamp (UTC): 2026-05-12T14:16:36.268722+00:00
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 tableREADME.md: dataset card with provenance and processing notes
Columns (sample):
datumoriginalwert_2021100originalwert_vernderung_gegenber_vorjahresmonat_in_saison_und_kalenderbereinigte_werte_nach_x_13_jdemetra_2021100saison_und_kalenderbereinigte_werte_nach_x_13_jdemetra_vernderung_gegenber_vorsmonat_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.saison_und_kalenderbereinigte_werte_nach_x_13_jdemetra_vernderung_gegenber_vorsmonat_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 Gebrauchsgüter mit Kalender- und Saisonbereinigung nach X13 JDemetra+. 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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