datum stringdate 1997-03-01 00:00:00 2026-03-01 00:00:00 | originalwert_2021100 float64 48.2 141 | originalwert_vernderung_gegenber_vorjahresmonat_in_ float64 -32.8 88.3 ⌀ | trendkonjunkturkomponente_bv_41_2021100 float64 57.6 107 | trendkonjunkturkomponente_bv_41_vernderung_gegenber_vormonat_in_ float64 -2.5 6.1 |
|---|---|---|---|---|
01/03/1997 | 60.4 | null | 62.1 | 0.6 |
01/04/1997 | 63.9 | null | 62.4 | 0.5 |
01/05/1997 | 55.2 | null | 62.8 | 0.6 |
01/06/1997 | 63.1 | null | 63.3 | 0.8 |
01/07/1997 | 62.4 | null | 63.6 | 0.5 |
01/08/1997 | 54.7 | null | 64.1 | 0.8 |
01/09/1997 | 74.4 | null | 64.4 | 0.5 |
01/10/1997 | 72.4 | null | 64.7 | 0.5 |
01/11/1997 | 67.8 | null | 64.8 | 0.2 |
01/12/1997 | 59 | null | 64.9 | 0.2 |
01/01/1998 | 62.4 | -0.5 | 64.8 | -0.2 |
01/02/1998 | 62.1 | 2 | 64.8 | 0 |
01/03/1998 | 72.5 | 20 | 64.6 | -0.3 |
01/04/1998 | 61.6 | -3.6 | 64.3 | -0.5 |
01/05/1998 | 62.5 | 13.2 | 63.8 | -0.8 |
01/06/1998 | 62.4 | -1.1 | 63.3 | -0.8 |
01/07/1998 | 60.8 | -2.6 | 62.8 | -0.8 |
01/08/1998 | 51 | -6.8 | 62.5 | -0.5 |
01/09/1998 | 71.4 | -4 | 62.2 | -0.5 |
01/10/1998 | 66.6 | -8 | 61.8 | -0.6 |
01/11/1998 | 66.1 | -2.5 | 61.8 | 0 |
01/12/1998 | 59.1 | 0.2 | 61.8 | 0 |
01/01/1999 | 57.2 | -8.3 | 61.8 | 0 |
01/02/1999 | 59.1 | -4.8 | 61.8 | 0 |
01/03/1999 | 69 | -4.8 | 62.1 | 0.5 |
01/04/1999 | 60.4 | -1.9 | 62.7 | 1 |
01/05/1999 | 59.1 | -5.4 | 63.1 | 0.6 |
01/06/1999 | 67.8 | 8.7 | 63.8 | 1.1 |
01/07/1999 | 61.4 | 1 | 64.3 | 0.8 |
01/08/1999 | 55.7 | 9.2 | 65.1 | 1.2 |
01/09/1999 | 74.5 | 4.3 | 65.7 | 0.9 |
01/10/1999 | 70.4 | 5.7 | 66.3 | 0.9 |
01/11/1999 | 75.2 | 13.8 | 66.9 | 0.9 |
01/12/1999 | 63.8 | 8 | 67.7 | 1.2 |
01/01/2000 | 64.4 | 12.6 | 68.2 | 0.7 |
01/02/2000 | 69.8 | 18.1 | 68.8 | 0.9 |
01/03/2000 | 79.5 | 15.2 | 69.4 | 0.9 |
01/04/2000 | 66.1 | 9.4 | 69.9 | 0.7 |
01/05/2000 | 72.1 | 22 | 70.4 | 0.7 |
01/06/2000 | 68.1 | 0.4 | 70.9 | 0.7 |
01/07/2000 | 65.7 | 7 | 71.4 | 0.7 |
01/08/2000 | 64.6 | 16 | 72 | 0.8 |
01/09/2000 | 77.7 | 4.3 | 72.4 | 0.6 |
01/10/2000 | 76.5 | 8.7 | 72.7 | 0.4 |
01/11/2000 | 81.1 | 7.8 | 73 | 0.4 |
01/12/2000 | 66.2 | 3.8 | 73.2 | 0.3 |
01/01/2001 | 76.1 | 18.2 | 73.4 | 0.3 |
01/02/2001 | 72.3 | 3.6 | 73.4 | 0 |
01/03/2001 | 81.3 | 2.3 | 73.4 | 0 |
01/04/2001 | 69 | 4.4 | 73.4 | 0 |
01/05/2001 | 73.4 | 1.8 | 73.3 | -0.1 |
01/06/2001 | 69 | 1.3 | 73.2 | -0.1 |
01/07/2001 | 70 | 6.5 | 73.1 | -0.1 |
01/08/2001 | 66.2 | 2.5 | 72.9 | -0.3 |
01/09/2001 | 75.4 | -3 | 72.6 | -0.4 |
01/10/2001 | 79.9 | 4.4 | 72.3 | -0.4 |
01/11/2001 | 77.3 | -4.7 | 72 | -0.4 |
01/12/2001 | 60 | -9.4 | 71.9 | -0.1 |
01/01/2002 | 76 | -0.1 | 71.8 | -0.1 |
01/02/2002 | 70.7 | -2.2 | 71.5 | -0.4 |
01/03/2002 | 73.9 | -9.1 | 71.4 | -0.1 |
01/04/2002 | 71.4 | 3.5 | 71.3 | -0.1 |
01/05/2002 | 66.2 | -9.8 | 71.2 | -0.1 |
01/06/2002 | 68.9 | -0.1 | 70.9 | -0.4 |
01/07/2002 | 67.9 | -3 | 70.6 | -0.4 |
01/08/2002 | 60.4 | -8.8 | 70.5 | -0.1 |
01/09/2002 | 77.3 | 2.5 | 70.1 | -0.6 |
01/10/2002 | 78.8 | -1.4 | 69.7 | -0.6 |
01/11/2002 | 75.6 | -2.2 | 69.3 | -0.6 |
01/12/2002 | 61 | 1.7 | 69 | -0.4 |
01/01/2003 | 70.3 | -7.5 | 67.8 | -1.7 |
01/02/2003 | 66.7 | -5.7 | 68.1 | 0.4 |
01/03/2003 | 71.1 | -3.8 | 68.1 | 0 |
01/04/2003 | 64.9 | -9.1 | 68.1 | 0 |
01/05/2003 | 63.3 | -4.4 | 67.9 | -0.3 |
01/06/2003 | 63.2 | -8.3 | 67.9 | 0 |
01/07/2003 | 69.4 | 2.2 | 68.3 | 0.6 |
01/08/2003 | 54.7 | -9.4 | 68.8 | 0.7 |
01/09/2003 | 79.5 | 2.8 | 69.1 | 0.4 |
01/10/2003 | 77.5 | -1.6 | 69.3 | 0.3 |
01/11/2003 | 71.9 | -4.9 | 69.2 | -0.1 |
01/12/2003 | 63.8 | 4.6 | 69.1 | -0.1 |
01/01/2004 | 66.9 | -4.8 | 69.1 | 0 |
01/02/2004 | 65.9 | -1.2 | 68.9 | -0.3 |
01/03/2004 | 77.1 | 8.4 | 68.7 | -0.3 |
01/04/2004 | 66.6 | 2.6 | 68.3 | -0.6 |
01/05/2004 | 65 | 2.7 | 67.8 | -0.7 |
01/06/2004 | 68.8 | 8.9 | 67.3 | -0.7 |
01/07/2004 | 65.9 | -5 | 66.5 | -1.2 |
01/08/2004 | 54.2 | -0.9 | 66 | -0.8 |
01/09/2004 | 73.7 | -7.3 | 65.6 | -0.6 |
01/10/2004 | 70.8 | -8.6 | 65.2 | -0.6 |
01/11/2004 | 70 | -2.6 | 64.9 | -0.5 |
01/12/2004 | 61.2 | -4.1 | 64.7 | -0.3 |
01/01/2005 | 62.8 | -6.1 | 64.6 | -0.2 |
01/02/2005 | 63.4 | -3.8 | 64.6 | 0 |
01/03/2005 | 68.8 | -10.8 | 64.6 | 0 |
01/04/2005 | 66.5 | -0.2 | 64.6 | 0 |
01/05/2005 | 61.3 | -5.7 | 64.8 | 0.3 |
01/06/2005 | 70.2 | 2 | 65.1 | 0.5 |
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auftragseingang-gebrauchsgueter-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
- Official dataset label: Auftragseingangsindex Gebrauchsgüter mit Kalender- und Saisonbereinigung nach BV 4.1
- Source CSV: https://www.destatis.de/static/de_/opendata/data/auftragseingang_gebrauchsgueter_bv41.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_trendkonjunkturkomponente_bv_41_2021100trendkonjunkturkomponente_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 Gebrauchsgüter 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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