Datasets:

destatis
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umsatzindex-gebrauchsgueter-bv41

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 ⌀	trendkonjunkturkomponente_bv_41_2021100 float64 79.8 108	trendkonjunkturkomponente_bv_41_vernderung_gegenber_vormonat_in_ float64 -2.4 1.1
01/03/1997	99.7	null	100.8	0.1
01/04/1997	108	null	100.8	0
01/05/1997	86.2	null	101	0.2
01/06/1997	101.8	null	101.3	0.3
01/07/1997	96.4	null	101.7	0.4
01/08/1997	79.5	null	102	0.3
01/09/1997	119.5	null	102.5	0.5
01/10/1997	117.3	null	102.9	0.4
01/11/1997	112.6	null	103.4	0.5
01/12/1997	97.7	null	103.9	0.5
01/01/1998	94.4	-2.6	104.2	0.3
01/02/1998	101.7	4.7	104.6	0.4
01/03/1998	120.1	20.5	104.7	0.1
01/04/1998	104.5	-3.2	104.5	-0.2
01/05/1998	95.9	11.3	104.2	-0.3
01/06/1998	101.2	-0.6	103.9	-0.3
01/07/1998	96.4	0	103.5	-0.4
01/08/1998	83.3	4.8	103	-0.5
01/09/1998	119	-0.4	102.6	-0.4
01/10/1998	114.4	-2.5	102.1	-0.5
01/11/1998	114.8	2	101.8	-0.3
01/12/1998	97.3	-0.4	101.5	-0.3
01/01/1999	88	-6.8	101.4	-0.1
01/02/1999	96	-5.6	101.2	-0.2
01/03/1999	116.2	-3.2	101.2	0
01/04/1999	99.3	-5	101.3	0.1
01/05/1999	92.5	-3.5	101.6	0.3
01/06/1999	104.2	3	101.8	0.2
01/07/1999	91.8	-4.8	102.2	0.4
01/08/1999	88	5.6	102.5	0.3
01/09/1999	118.1	-0.8	102.9	0.4
01/10/1999	114.3	-0.1	103.5	0.6
01/11/1999	120.5	5	104	0.5
01/12/1999	101.9	4.7	104.4	0.4
01/01/2000	93.7	6.5	104.8	0.4
01/02/2000	108.5	13	105.1	0.3
01/03/2000	120.8	4	105.4	0.3
01/04/2000	98.1	-1.2	105.5	0.1
01/05/2000	113.8	23	106	0.5
01/06/2000	98.2	-5.8	106.1	0.1
01/07/2000	93.5	1.9	106.5	0.4
01/08/2000	94.3	7.2	106.7	0.2
01/09/2000	116.2	-1.6	106.9	0.2
01/10/2000	115.6	1.1	107.2	0.3
01/11/2000	123	2.1	107.4	0.2
01/12/2000	98	-3.8	107.4	0
01/01/2001	104	11	107.6	0.2
01/02/2001	105.4	-2.9	107.7	0.1
01/03/2001	120.3	-0.4	107.7	0
01/04/2001	102.7	4.7	107.6	-0.1
01/05/2001	108	-5.1	107.5	-0.1
01/06/2001	101.7	3.6	107.2	-0.3
01/07/2001	96.3	3	106.7	-0.5
01/08/2001	95.9	1.7	106.2	-0.5
01/09/2001	112.1	-3.5	105.6	-0.6
01/10/2001	117	1.2	104.8	-0.8
01/11/2001	117.3	-4.6	104	-0.8
01/12/2001	91.5	-6.6	103.2	-0.8
01/01/2002	100.9	-3	102.3	-0.9
01/02/2002	97.3	-7.7	101.6	-0.7
01/03/2002	103.9	-13.6	100.7	-0.9
01/04/2002	101.9	-0.8	100.1	-0.6
01/05/2002	90.2	-16.5	99.3	-0.8
01/06/2002	95.6	-6	98.6	-0.7
01/07/2002	93.9	-2.5	97.9	-0.7
01/08/2002	81	-15.5	97.5	-0.4
01/09/2002	107.7	-3.9	96.9	-0.6
01/10/2002	108.9	-6.9	96.3	-0.6
01/11/2002	107.5	-8.4	95.9	-0.4
01/12/2002	86.6	-5.4	95.4	-0.5
01/01/2003	90.5	-10.3	93.7	-1.8
01/02/2003	93.2	-4.2	93.7	0
01/03/2003	99.9	-3.8	93.7	0
01/04/2003	93.2	-8.5	93.3	-0.4
01/05/2003	88.5	-1.9	93	-0.3
01/06/2003	85.4	-10.7	92.8	-0.2
01/07/2003	94.5	0.6	93	0.2
01/08/2003	69.2	-14.6	93.4	0.4
01/09/2003	105.9	-1.7	93.7	0.3
01/10/2003	106.6	-2.1	93.8	0.1
01/11/2003	101.1	-6	93.7	-0.1
01/12/2003	87.8	1.4	93.7	0
01/01/2004	86.5	-4.4	93.6	-0.1
01/02/2004	91.2	-2.1	93.6	0
01/03/2004	107.4	7.5	93.4	-0.2
01/04/2004	93.5	0.3	93.1	-0.3
01/05/2004	86.7	-2	92.8	-0.3
01/06/2004	95	11.2	92.4	-0.4
01/07/2004	90	-4.8	92	-0.4
01/08/2004	72.1	4.2	91.6	-0.4
01/09/2004	103.9	-1.9	91.2	-0.4
01/10/2004	98.7	-7.4	91	-0.2
01/11/2004	102.2	1.1	90.8	-0.2
01/12/2004	87.8	0	90.7	-0.1
01/01/2005	83.4	-3.6	90.7	0
01/02/2005	89.4	-2	90.8	0.1
01/03/2005	98.1	-8.7	90.8	0
01/04/2005	96	2.7	91	0.2
01/05/2005	85.2	-1.7	91.2	0.2
01/06/2005	98.9	4.1	91.6	0.4

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umsatzindex-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/umsatzindex_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 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 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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