Datasets:

destatis
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umsatzindex-verbrauchsgueter-x13

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 ⌀	saison_und_kalenderbereinigte_werte_nach_x_13_jdemetra_2021100 float64 93 111	saison_und_kalenderbereinigte_werte_nach_x_13_jdemetra_vernderung_gegenber_vorsmonat_in_ float64 -8 5.4
01/03/1997	96.5	null	99.7	1.1
01/04/1997	99.6	null	97	-2.7
01/05/1997	90.5	null	97.7	0.7
01/06/1997	96.8	null	96.9	-0.8
01/07/1997	101.5	null	98.1	1.2
01/08/1997	95.1	null	97.1	-1
01/09/1997	103.9	null	97.7	0.6
01/10/1997	103.6	null	98	0.3
01/11/1997	96.1	null	95.7	-2.3
01/12/1997	96.9	null	99.3	3.8
01/01/1998	94	-2.3	99.2	-0.1
01/02/1998	93.6	-0.2	98.6	-0.6
01/03/1998	103.6	7.4	98.1	-0.5
01/04/1998	96.5	-3.1	99.3	1.2
01/05/1998	92.8	2.5	98.3	-1
01/06/1998	96.5	-0.3	98.5	0.2
01/07/1998	101.3	-0.2	97.7	-0.8
01/08/1998	95.5	0.4	97.1	-0.6
01/09/1998	102.6	-1.3	96.6	-0.5
01/10/1998	101.5	-2	95.8	-0.8
01/11/1998	99	3	95.7	-0.1
01/12/1998	98.3	1.4	99	3.4
01/01/1999	90.7	-3.5	98.5	-0.5
01/02/1999	91.8	-1.9	96.7	-1.8
01/03/1999	108.4	4.6	99.9	3.3
01/04/1999	93.4	-3.2	95.7	-4.2
01/05/1999	94.3	1.6	99.5	4
01/06/1999	99.6	3.2	98.5	-1
01/07/1999	100.3	-1	99.2	0.7
01/08/1999	100.6	5.3	99.3	0.1
01/09/1999	106.8	4.1	100.9	1.6
01/10/1999	100.9	-0.6	98	-2.9
01/11/1999	105.6	6.7	101.2	3.3
01/12/1999	102.4	4.2	100.7	-0.5
01/01/2000	90.6	-0.1	95.7	-5
01/02/2000	99.1	8	100.8	5.3
01/03/2000	106.5	-1.8	99.4	-1.4
01/04/2000	93.4	0	101.3	1.9
01/05/2000	104.3	10.6	101	-0.3
01/06/2000	98	-1.6	102.2	1.2
01/07/2000	97.9	-2.4	99.9	-2.3
01/08/2000	104	3.4	100.5	0.6
01/09/2000	103.6	-3	100.6	0.1
01/10/2000	103.7	2.8	101.3	0.7
01/11/2000	105.5	-0.1	101.3	0
01/12/2000	96.4	-5.9	98.7	-2.6
01/01/2001	97.9	8.1	99.5	0.8
01/02/2001	95.8	-3.3	101.3	1.8
01/03/2001	104.4	-2	99.2	-2.1
01/04/2001	96.4	3.2	101.6	2.4
01/05/2001	101.8	-2.4	101.3	-0.3
01/06/2001	97.2	-0.8	102	0.7
01/07/2001	101.9	4.1	100.8	-1.2
01/08/2001	105.7	1.6	102.1	1.3
01/09/2001	99.3	-4.2	99.2	-2.8
01/10/2001	107.3	3.5	101.6	2.4
01/11/2001	105.1	-0.4	100.9	-0.7
01/12/2001	93.1	-3.4	99.3	-1.6
01/01/2002	99.6	1.7	101.6	2.3
01/02/2002	95.2	-0.6	100.8	-0.8
01/03/2002	100.8	-3.4	101.4	0.6
01/04/2002	99.7	3.4	99	-2.4
01/05/2002	97.2	-4.5	101.3	2.3
01/06/2002	96.8	-0.4	99	-2.3
01/07/2002	103.6	1.7	99.7	0.7
01/08/2002	100.3	-5.1	100.1	0.4
01/09/2002	101.9	2.6	99.2	-0.9
01/10/2002	104.7	-2.4	98.8	-0.4
01/11/2002	100.7	-4.2	99.3	0.5
01/12/2002	93.7	0.6	98.1	-1.2
01/01/2003	97.4	-2.2	100.4	2.3
01/02/2003	93.6	-1.7	98	-2.4
01/03/2003	98.7	-2.1	97.6	-0.4
01/04/2003	100.1	0.4	102.1	4.6
01/05/2003	95.2	-2.1	97.2	-4.8
01/06/2003	96.9	0.1	100.9	3.8
01/07/2003	103.7	0.1	100	-0.9
01/08/2003	96	-4.3	98.4	-1.6
01/09/2003	105.1	3.1	99.2	0.8
01/10/2003	106.4	1.6	100.3	1.1
01/11/2003	98.4	-2.3	97.5	-2.8
01/12/2003	97.7	4.3	101	3.6
01/01/2004	94.3	-3.2	100.3	-0.7
01/02/2004	94.1	0.5	99.9	-0.4
01/03/2004	108	9.4	99.4	-0.5
01/04/2004	98.5	-1.6	100.5	1.1
01/05/2004	92.4	-2.9	96.9	-3.6
01/06/2004	101.3	4.5	100.2	3.4
01/07/2004	101.3	-2.3	100.6	0.4
01/08/2004	100.5	4.7	99.5	-1.1
01/09/2004	106.4	1.2	100.5	1
01/10/2004	103.2	-3	100	-0.5
01/11/2004	106	7.7	101.4	1.4
01/12/2004	102.2	4.6	101.9	0.5
01/01/2005	95	0.7	100.4	-1.5
01/02/2005	96.3	2.3	102.1	1.7
01/03/2005	106.6	-1.3	103.8	1.7
01/04/2005	99.9	1.4	99.4	-4.2
01/05/2005	99.5	7.7	103.3	3.9
01/06/2005	105.8	4.4	102.8	-0.5

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umsatzindex-verbrauchsgueter-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 Verbrauchsgüter mit Kalender- und Saisonbereinigung nach X13 JDemetra+
Source CSV: https://www.destatis.de/static/de_/opendata/data/umsatzindex_verbrauchsgueter_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 table
README.md: dataset card with provenance and processing notes

Columns (sample):

datum
originalwert_2021100
originalwert_vernderung_gegenber_vorjahresmonat_in_
saison_und_kalenderbereinigte_werte_nach_x_13_jdemetra_2021100
saison_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 Verbrauchsgüter 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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