Datasets:

destatis
/

einzelhandelsumsatz-nominal-x13

datum float64 1.2 12.2	originalwert_messzahlen_2015100 float64 73.8 158	originalwert_vernderung_gegenber_vorjahresmonat_in_ float64 -8.1 18.5 ⌀	saison_und_kalenderbereinigte_werte_nach_x_13_jdemetra_messzahlen_2015100 float64 82.3 145	saison_und_kalenderbereinigte_werte_nach_x_13_jdemetra_vernderung_gegenber_vorsmonat_in_ float64 -9.4 11
3.1996	85.6	null	84.7	0
4.1996	85.5	null	86.5	2.1
5.1996	84.1	null	84.8	-2
6.1996	78.9	null	84.7	-0.1
7.1996	84	null	85.4	0.8
8.1996	82.1	null	85.3	-0.1
9.1996	82.3	null	86	0.8
10.1996	88.4	null	85.5	-0.6
11.1996	91.7	null	85.4	-0.1
12.1996	105.1	null	84.7	-0.8
1.1997	80.6	2.4	85.7	1.2
2.1997	73.9	-4.5	84.5	-1.4
3.1997	83.1	-2.9	84.3	-0.2
4.1997	85.9	0.5	85	0.8
5.1997	82.8	-1.5	84.2	-0.9
6.1997	80.3	1.8	85.5	1.5
7.1997	83.4	-0.7	84.1	-1.6
8.1997	76.7	-6.6	82.3	-2.1
9.1997	82.3	0	83.8	1.8
10.1997	89.3	1	85.9	2.5
11.1997	87.4	-4.7	83.9	-2.3
12.1997	105.5	0.4	83.5	-0.5
1.1998	79.1	-1.9	84.3	1
2.1998	73.8	-0.1	84.7	0.5
3.1998	85.8	3.2	86.4	2
4.1998	85	-1	84.3	-2.4
5.1998	83.1	0.4	84.8	0.6
6.1998	78.8	-1.9	83.6	-1.4
7.1998	85.4	2.4	85.5	2.3
8.1998	78.3	2.1	84.4	-1.3
9.1998	82.8	0.6	84.4	0
10.1998	88.5	-0.9	84.8	0.5
11.1998	90.3	3.3	86.8	2.4
12.1998	107.3	1.7	85.1	-2
1.1999	77.4	-2.1	85.2	0.1
2.1999	74.2	0.5	85.2	0
3.1999	90.3	5.2	86.4	1.4
4.1999	83.3	-2	84.2	-2.5
5.1999	81.4	-2	84.2	0
6.1999	81.3	3.2	84.9	0.8
7.1999	85	-0.5	84.8	-0.1
8.1999	79.7	1.8	86.1	1.5
9.1999	81.7	-1.3	82.9	-3.7
10.1999	88.6	0.1	85.8	3.5
11.1999	91.9	1.8	86.2	0.5
12.1999	108.9	1.5	86.5	0.3
1.2	77.4	0	86.5	0
2.2	79.8	7.5	87.5	1.2
3.2	88.5	-2	86.7	-0.9
4.2	86.2	3.5	87.2	0.6
5.2	90.3	10.9	87.7	0.6
6.2	80.8	-0.6	86.7	-1.1
7.2	83.5	-1.8	87	0.3
8.2	84.2	5.6	87.2	0.2
9.2	85.6	4.8	86.9	-0.3
10.2	88.5	-0.1	87.3	0.5
11.2	93.7	2	87.7	0.5
12.2	107.9	-0.9	88	0.3
1.2001	82.6	6.7	89.9	2.2
2.2001	76.8	-3.8	87.9	-2.2
3.2001	90.7	2.5	88.8	1
4.2001	87.6	1.6	88.4	-0.5
5.2001	90.4	0.1	89	0.7
6.2001	84.2	4.2	88.7	-0.3
7.2001	85.5	2.4	88.7	0
8.2001	85.6	1.7	88.5	-0.2
9.2001	84.4	-1.4	88.1	-0.5
10.2001	90.3	2	86.6	-1.7
11.2001	95.4	1.8	89.2	3
12.2001	106.7	-1.1	87.6	-1.8
1.2002	79.9	-3.3	86.6	-1.1
2.2002	75.1	-2.2	86.3	-0.3
3.2002	88	-3	86.6	0.3
4.2002	87.2	-0.5	87.6	1.2
5.2002	86.5	-4.3	86.9	-0.8
6.2002	80.9	-3.9	85.5	-1.6
7.2002	86.3	0.9	86.9	1.6
8.2002	83.6	-2.3	86.4	-0.6
9.2002	83.6	-0.9	87.2	0.9
10.2002	90.8	0.6	87	-0.2
11.2002	91.6	-4	86.1	-1
12.2002	103.9	-2.6	86	-0.1
1.2003	79.4	-0.6	85.7	-0.3
2.2003	74.7	-0.5	86.1	0.5
3.2003	85.1	-3.3	85.9	-0.2
4.2003	87.6	0.5	85.8	-0.1
5.2003	87	0.6	85.7	-0.1
6.2003	79.5	-1.7	85.6	-0.1
7.2003	85.5	-0.9	85.5	-0.1
8.2003	80.1	-4.2	85.2	-0.4
9.2003	84.6	1.2	85.9	0.8
10.2003	91	0.2	86.8	1
11.2003	88.6	-3.3	85.9	-1
12.2003	104.3	0.4	84.9	-1.2
1.2004	79.9	0.6	86.2	1.5
2.2004	75.6	1.2	86.4	0.2
3.2004	89.8	5.5	87.3	1
4.2004	89.5	2.2	88	0.8
5.2004	83.4	-4.1	86	-2.3
6.2004	85	6.9	87.4	1.6

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einzelhandelsumsatz-nominal-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: Umsatz im Einzelhandel nominal mit Kalender- und Saisonbereinigung nach X13 JDemetra+
Source CSV: https://www.destatis.de/static/de_/opendata/data/einzelhandelsumsatz_nominal_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_messzahlen_2015100
originalwert_vernderung_gegenber_vorjahresmonat_in_
saison_und_kalenderbereinigte_werte_nach_x_13_jdemetra_messzahlen_2015100
saison_und_kalenderbereinigte_werte_nach_x_13_jdemetra_vernderung_gegenber_vorsmonat_in_

Field Notes

datum: time index / reporting period.
originalwert_messzahlen_2015100: 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: 348
Columns: 5
Numeric columns ratio: 1.00
Missing ratio: 0.01
Quality note: ok

Official Context Snippet

Official description from source metadata: Umsatz im Einzelhandel nominal 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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