datum stringdate 1994-03-01 00:00:00 2023-12-01 00:00:00 | originalwert_2015100 float64 83.6 129 | originalwert_vernderung_gegenber_vorjahresmonat_in_ float64 -5.1 18.6 ⌀ | trendkonjunkturkomponente_bv_41_2015100 float64 83.5 124 | trendkonjunkturkomponente_bv_41_vernderung_gegenber_vormonat_in_ float64 -0.3 1.2 | kalender_und_saisonbereinigte_werte_bv_41_2015100 float64 83.6 129 | kalender_und_saisonbereinigte_werte_bv_41_vernderung_gegenber_vormonat_in_ float64 -2 3.9 | restkomponente_bv_41 float64 -1 5.9 |
|---|---|---|---|---|---|---|---|
01/03/1994 | 83.6 | null | 83.5 | 0.1 | 83.6 | 0.2 | 0.1 |
01/04/1994 | 83.7 | null | 83.6 | 0.1 | 83.7 | 0.2 | 0.1 |
01/05/1994 | 83.8 | null | 83.7 | 0.1 | 83.7 | 0 | 0 |
01/06/1994 | 83.8 | null | 83.8 | 0.1 | 83.8 | 0.1 | 0 |
01/07/1994 | 83.8 | null | 83.9 | 0.1 | 83.8 | 0 | -0 |
01/08/1994 | 83.8 | null | 84 | 0.2 | 83.8 | -0.1 | -0.2 |
01/09/1994 | 83.9 | null | 84.1 | 0.2 | 83.9 | 0.1 | -0.2 |
01/10/1994 | 84.1 | null | 84.3 | 0.2 | 84.3 | 0.4 | 0 |
01/11/1994 | 84.3 | null | 84.4 | 0.1 | 84.5 | 0.2 | 0.1 |
01/12/1994 | 84.5 | null | 84.5 | 0.1 | 84.6 | 0.2 | 0.1 |
01/01/1995 | 84.9 | 1.7 | 84.6 | 0.1 | 84.8 | 0.2 | 0.2 |
01/02/1995 | 85 | 1.7 | 84.7 | 0.1 | 84.8 | 0.1 | 0.1 |
01/03/1995 | 84.8 | 1.4 | 84.8 | 0.1 | 84.8 | -0.1 | -0.1 |
01/04/1995 | 84.8 | 1.3 | 84.9 | 0.1 | 84.8 | -0 | -0.1 |
01/05/1995 | 85 | 1.4 | 85 | 0.1 | 84.9 | 0.1 | -0.1 |
01/06/1995 | 85 | 1.4 | 85 | 0.1 | 85 | 0.1 | -0.1 |
01/07/1995 | 85.1 | 1.6 | 85.1 | 0.1 | 85.1 | 0.2 | 0 |
01/08/1995 | 85.4 | 1.9 | 85.1 | 0 | 85.4 | 0.3 | 0.3 |
01/09/1995 | 85.4 | 1.8 | 85.1 | 0 | 85.4 | -0 | 0.2 |
01/10/1995 | 85 | 1.1 | 85.2 | 0 | 85.1 | -0.3 | -0 |
01/11/1995 | 84.9 | 0.7 | 85.1 | -0 | 85.1 | -0 | -0 |
01/12/1995 | 84.9 | 0.5 | 85.1 | -0 | 85.1 | -0.1 | -0 |
01/01/1996 | 85 | 0.1 | 85.1 | -0 | 85 | -0.1 | -0.1 |
01/02/1996 | 85.1 | 0.1 | 85.1 | -0 | 85 | 0 | -0.1 |
01/03/1996 | 85.2 | 0.5 | 85.1 | -0 | 85.1 | 0.1 | 0.1 |
01/04/1996 | 85.3 | 0.6 | 85 | -0 | 85.2 | 0.1 | 0.1 |
01/05/1996 | 85.4 | 0.5 | 85 | -0 | 85.2 | -0 | 0.2 |
01/06/1996 | 85.2 | 0.2 | 85 | -0 | 85.1 | -0.1 | 0.1 |
01/07/1996 | 84.9 | -0.2 | 85 | -0 | 84.9 | -0.2 | -0.1 |
01/08/1996 | 84.7 | -0.8 | 85 | 0 | 84.7 | -0.2 | -0.3 |
01/09/1996 | 84.8 | -0.7 | 85 | 0 | 84.8 | 0.1 | -0.2 |
01/10/1996 | 85 | -0 | 85.1 | 0.1 | 85.1 | 0.3 | -0 |
01/11/1996 | 84.8 | -0.1 | 85.2 | 0.1 | 85.1 | -0 | -0.1 |
01/12/1996 | 85 | 0.1 | 85.3 | 0.1 | 85.2 | 0.2 | -0.1 |
01/01/1997 | 85.4 | 0.5 | 85.4 | 0.2 | 85.4 | 0.2 | 0 |
01/02/1997 | 85.6 | 0.6 | 85.6 | 0.2 | 85.6 | 0.2 | 0 |
01/03/1997 | 85.8 | 0.7 | 85.7 | 0.2 | 85.7 | 0.2 | -0 |
01/04/1997 | 86 | 0.8 | 85.9 | 0.2 | 85.9 | 0.2 | -0.1 |
01/05/1997 | 86.2 | 0.9 | 86.1 | 0.2 | 86 | 0.2 | -0 |
01/06/1997 | 86.3 | 1.3 | 86.3 | 0.2 | 86.2 | 0.2 | -0 |
01/07/1997 | 86.5 | 1.9 | 86.4 | 0.2 | 86.4 | 0.3 | 0 |
01/08/1997 | 86.8 | 2.5 | 86.5 | 0.1 | 86.7 | 0.3 | 0.2 |
01/09/1997 | 86.7 | 2.2 | 86.6 | 0.1 | 86.7 | -0 | 0.1 |
01/10/1997 | 86.7 | 2 | 86.7 | 0.1 | 86.8 | 0.1 | 0.1 |
01/11/1997 | 86.7 | 2.2 | 86.7 | 0 | 86.8 | 0.1 | 0.1 |
01/12/1997 | 86.6 | 1.9 | 86.8 | 0 | 86.8 | -0 | 0 |
01/01/1998 | 86.7 | 1.5 | 86.7 | -0 | 86.8 | 0 | 0.1 |
01/02/1998 | 86.7 | 1.3 | 86.7 | -0 | 86.8 | -0.1 | 0 |
01/03/1998 | 86.7 | 1 | 86.6 | -0.1 | 86.7 | -0.1 | 0 |
01/04/1998 | 86.7 | 0.8 | 86.6 | -0.1 | 86.6 | -0.1 | 0.1 |
01/05/1998 | 86.5 | 0.3 | 86.4 | -0.1 | 86.4 | -0.2 | 0 |
01/06/1998 | 86.4 | 0.1 | 86.3 | -0.2 | 86.3 | -0.1 | 0 |
01/07/1998 | 86.3 | -0.2 | 86.2 | -0.2 | 86.2 | -0.2 | 0 |
01/08/1998 | 86.2 | -0.7 | 86 | -0.2 | 86 | -0.2 | 0 |
01/09/1998 | 86 | -0.8 | 85.9 | -0.2 | 85.9 | -0.1 | 0 |
01/10/1998 | 85.6 | -1.3 | 85.7 | -0.2 | 85.7 | -0.3 | -0.1 |
01/11/1998 | 85.6 | -1.3 | 85.6 | -0.1 | 85.6 | -0 | 0 |
01/12/1998 | 85.4 | -1.4 | 85.5 | -0.1 | 85.5 | -0.2 | -0 |
01/01/1999 | 85.1 | -1.8 | 85.4 | -0.1 | 85.3 | -0.3 | -0.2 |
01/02/1999 | 85.2 | -1.7 | 85.4 | -0.1 | 85.3 | 0 | -0.1 |
01/03/1999 | 85.3 | -1.6 | 85.4 | -0 | 85.3 | 0.1 | -0 |
01/04/1999 | 85.4 | -1.5 | 85.4 | 0 | 85.3 | 0 | -0.1 |
01/05/1999 | 85.5 | -1.2 | 85.5 | 0.1 | 85.4 | 0.1 | -0.1 |
01/06/1999 | 85.6 | -0.9 | 85.6 | 0.1 | 85.6 | 0.2 | -0 |
01/07/1999 | 85.8 | -0.6 | 85.7 | 0.2 | 85.7 | 0.2 | 0 |
01/08/1999 | 85.9 | -0.3 | 85.9 | 0.2 | 85.8 | 0.1 | -0.1 |
01/09/1999 | 86.1 | 0.1 | 86.1 | 0.2 | 86 | 0.2 | -0.1 |
01/10/1999 | 86.3 | 0.8 | 86.3 | 0.3 | 86.2 | 0.3 | -0.1 |
01/11/1999 | 86.4 | 0.9 | 86.5 | 0.3 | 86.4 | 0.2 | -0.1 |
01/12/1999 | 86.8 | 1.6 | 86.8 | 0.3 | 86.9 | 0.5 | 0.1 |
01/01/2000 | 87.1 | 2.4 | 87.1 | 0.3 | 87.3 | 0.4 | 0.2 |
01/02/2000 | 87.3 | 2.5 | 87.3 | 0.3 | 87.4 | 0.2 | 0.1 |
01/03/2000 | 87.5 | 2.6 | 87.6 | 0.3 | 87.6 | 0.2 | -0 |
01/04/2000 | 87.9 | 2.9 | 87.9 | 0.3 | 87.9 | 0.3 | -0 |
01/05/2000 | 88.3 | 3.3 | 88.1 | 0.3 | 88.1 | 0.3 | 0 |
01/06/2000 | 88.3 | 3.2 | 88.4 | 0.3 | 88.2 | 0.1 | -0.1 |
01/07/2000 | 88.5 | 3.1 | 88.6 | 0.3 | 88.5 | 0.2 | -0.1 |
01/08/2000 | 88.8 | 3.4 | 88.8 | 0.2 | 88.8 | 0.4 | 0 |
01/09/2000 | 89.2 | 3.6 | 89 | 0.2 | 89.1 | 0.3 | 0.1 |
01/10/2000 | 89.6 | 3.8 | 89.2 | 0.2 | 89.5 | 0.4 | 0.3 |
01/11/2000 | 89.5 | 3.6 | 89.3 | 0.1 | 89.5 | 0 | 0.2 |
01/12/2000 | 89.2 | 2.8 | 89.4 | 0.1 | 89.3 | -0.2 | -0 |
01/01/2001 | 89.1 | 2.3 | 89.5 | 0.1 | 89.3 | -0 | -0.1 |
01/02/2001 | 89.3 | 2.3 | 89.5 | 0.1 | 89.5 | 0.1 | -0.1 |
01/03/2001 | 89.4 | 2.2 | 89.5 | 0 | 89.5 | 0 | -0.1 |
01/04/2001 | 89.6 | 1.9 | 89.5 | -0 | 89.5 | 0 | -0 |
01/05/2001 | 89.8 | 1.7 | 89.5 | -0 | 89.6 | 0.1 | 0.1 |
01/06/2001 | 89.8 | 1.7 | 89.5 | -0 | 89.6 | 0 | 0.2 |
01/07/2001 | 89.7 | 1.4 | 89.4 | -0.1 | 89.6 | -0 | 0.2 |
01/08/2001 | 89.3 | 0.6 | 89.4 | -0.1 | 89.3 | -0.3 | -0 |
01/09/2001 | 89.2 | 0 | 89.3 | -0.1 | 89.2 | -0.2 | -0.1 |
01/10/2001 | 89 | -0.7 | 89.3 | -0.1 | 89 | -0.2 | -0.2 |
01/11/2001 | 89 | -0.6 | 89.2 | -0 | 89.1 | 0.1 | -0.1 |
01/12/2001 | 89 | -0.2 | 89.2 | -0 | 89.2 | 0.1 | -0 |
01/01/2002 | 89 | -0.1 | 89.1 | -0 | 89.1 | -0 | -0 |
01/02/2002 | 89 | -0.3 | 89.1 | -0 | 89.1 | -0.1 | -0.1 |
01/03/2002 | 89.2 | -0.2 | 89.1 | -0 | 89.1 | 0.1 | 0 |
01/04/2002 | 89.3 | -0.3 | 89.1 | -0 | 89.1 | 0 | 0 |
01/05/2002 | 89.2 | -0.7 | 89.1 | 0 | 89.1 | -0 | -0 |
01/06/2002 | 89.2 | -0.7 | 89.1 | 0 | 89.1 | 0 | 0 |
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ausfuhrpreisindex-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: Index der Ausfuhrpreise mit Kalender- und Saisonbereinigung nach BV 4.1
- Source CSV: https://www.destatis.de/static/de_/opendata/data/ausfuhrpreisindex_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_2015100originalwert_vernderung_gegenber_vorjahresmonat_in_trendkonjunkturkomponente_bv_41_2015100trendkonjunkturkomponente_bv_41_vernderung_gegenber_vormonat_in_kalender_und_saisonbereinigte_werte_bv_41_2015100kalender_und_saisonbereinigte_werte_bv_41_vernderung_gegenber_vormonat_in_restkomponente_bv_41
Field Notes
datum: time index / reporting period.originalwert_2015100: raw/original value from source table.originalwert_vernderung_gegenber_vorjahresmonat_in_: period-over-period or year-over-year change metric.trendkonjunkturkomponente_bv_41_2015100: seasonally/calendar adjusted trend component.trendkonjunkturkomponente_bv_41_vernderung_gegenber_vormonat_in_: period-over-period or year-over-year change metric.kalender_und_saisonbereinigte_werte_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: 358
- Columns: 8
- Numeric columns ratio: 0.88
- Missing ratio: 0.00
- Quality note: ok
Official Context Snippet
Official description from source metadata: Index der Ausfuhrpreise 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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