Datasets:

destatis
/

selbststaendige-x13

datum stringdate 1991-07-01 00:00:00 2026-01-01 00:00:00	originalwert_in_1000 int64 3.56k 4.54k	originalwert_vernderung_gegenber_vorquartal_in_ float64 -0.9 1.3	originalwert_vernderung_gegenber_vorjahresquartal_in_ float64 -2.9 3.3 ⌀	saison_und_kalenderbereinigte_werte_nach_x_13_jdemetra_in_1000 float64 3.59k 4.53k ⌀
01/07/1991	3,557	-0.1	null	null
01/10/1991	3,564	0.2	null	null
01/01/1992	3,603	1.1	0.9	3,589
01/04/1992	3,600	-0.1	1.1	3,601
01/07/1992	3,618	0.5	1.7	3,615
01/10/1992	3,612	-0.2	1.3	3,628
01/01/1993	3,656	1.2	1.5	3,643
01/04/1993	3,656	0	1.6	3,658
01/07/1993	3,678	0.6	1.7	3,675
01/10/1993	3,683	0.1	2	3,696
01/01/1994	3,732	1.3	2.1	3,721
01/04/1994	3,739	0.2	2.3	3,740
01/07/1994	3,759	0.5	2.2	3,757
01/10/1994	3,756	-0.1	2	3,769
01/01/1995	3,790	0.9	1.6	3,779
01/04/1995	3,788	-0.1	1.3	3,790
01/07/1995	3,805	0.4	1.2	3,802
01/10/1995	3,804	-0	1.3	3,817
01/01/1996	3,843	1	1.4	3,832
01/04/1996	3,846	0.1	1.5	3,849
01/07/1996	3,867	0.5	1.6	3,863
01/10/1996	3,868	0	1.7	3,879
01/01/1997	3,903	0.9	1.6	3,893
01/04/1997	3,906	0.1	1.6	3,908
01/07/1997	3,926	0.5	1.5	3,923
01/10/1997	3,925	-0	1.5	3,935
01/01/1998	3,956	0.8	1.4	3,948
01/04/1998	3,957	0	1.3	3,959
01/07/1998	3,971	0.4	1.1	3,968
01/10/1998	3,967	-0.1	1.1	3,976
01/01/1999	3,991	0.6	0.9	3,983
01/04/1999	3,987	-0.1	0.8	3,989
01/07/1999	3,998	0.3	0.7	3,995
01/10/1999	3,991	-0.2	0.6	4,001
01/01/2000	4,014	0.6	0.6	4,005
01/04/2000	4,009	-0.1	0.6	4,011
01/07/2000	4,018	0.2	0.5	4,016
01/10/2000	4,009	-0.2	0.5	4,018
01/01/2001	4,029	0.5	0.4	4,019
01/04/2001	4,022	-0.2	0.3	4,023
01/07/2001	4,033	0.3	0.4	4,030
01/10/2001	4,028	-0.1	0.5	4,037
01/01/2002	4,052	0.6	0.6	4,043
01/04/2002	4,053	0	0.8	4,054
01/07/2002	4,072	0.5	1	4,068
01/10/2002	4,073	0	1.1	4,083
01/01/2003	4,106	0.8	1.3	4,098
01/04/2003	4,117	0.3	1.6	4,119
01/07/2003	4,148	0.8	1.9	4,145
01/10/2003	4,166	0.4	2.3	4,175
01/01/2004	4,216	1.2	2.7	4,209
01/04/2004	4,241	0.6	3	4,243
01/07/2004	4,282	1	3.2	4,277
01/10/2004	4,304	0.5	3.3	4,312
01/01/2005	4,352	1.1	3.2	4,347
01/04/2005	4,371	0.4	3.1	4,372
01/07/2005	4,400	0.7	2.8	4,396
01/10/2005	4,403	0.1	2.3	4,411
01/01/2006	4,427	0.5	1.7	4,424
01/04/2006	4,428	0	1.3	4,429
01/07/2006	4,445	0.4	1	4,441
01/10/2006	4,442	-0.1	0.9	4,450
01/01/2007	4,466	0.5	0.9	4,461
01/04/2007	4,465	-0	0.8	4,466
01/07/2007	4,477	0.3	0.7	4,473
01/10/2007	4,468	-0.2	0.6	4,476
01/01/2008	4,482	0.3	0.4	4,476
01/04/2008	4,476	-0.1	0.2	4,477
01/07/2008	4,485	0.2	0.2	4,481
01/10/2008	4,475	-0.2	0.2	4,483
01/01/2009	4,491	0.4	0.2	4,486
01/04/2009	4,487	-0.1	0.2	4,489
01/07/2009	4,500	0.3	0.3	4,495
01/10/2009	4,494	-0.1	0.4	4,501
01/01/2010	4,515	0.5	0.5	4,510
01/04/2010	4,513	-0	0.6	4,515
01/07/2010	4,526	0.3	0.6	4,521
01/10/2010	4,518	-0.2	0.5	4,525
01/01/2011	4,533	0.3	0.4	4,530
01/04/2011	4,529	-0.1	0.4	4,530
01/07/2011	4,537	0.2	0.2	4,534
01/10/2011	4,527	-0.2	0.2	4,532
01/01/2012	4,535	0.2	0	4,532
01/04/2012	4,528	-0.2	-0	4,530
01/07/2012	4,530	0	-0.2	4,526
01/10/2012	4,516	-0.3	-0.2	4,520
01/01/2013	4,516	0	-0.4	4,513
01/04/2013	4,504	-0.3	-0.5	4,505
01/07/2013	4,500	-0.1	-0.7	4,498
01/10/2013	4,486	-0.3	-0.7	4,490
01/01/2014	4,484	-0	-0.7	4,482
01/04/2014	4,472	-0.3	-0.7	4,473
01/07/2014	4,462	-0.2	-0.8	4,461
01/10/2014	4,447	-0.3	-0.9	4,448
01/01/2015	4,434	-0.3	-1.1	4,433
01/04/2015	4,420	-0.3	-1.2	4,420
01/07/2015	4,407	-0.3	-1.2	4,406
01/10/2015	4,395	-0.3	-1.2	4,396
01/01/2016	4,382	-0.3	-1.2	4,382
01/04/2016	4,369	-0.3	-1.2	4,370

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selbststaendige-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: Selbstständige und mithelfende Familienangehörige mit Kalender- und Saisonbereinigung nach X13 JDemetra+
Source CSV: https://www.destatis.de/static/de_/opendata/data/selbststaendige_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_in_1000
originalwert_vernderung_gegenber_vorquartal_in_
originalwert_vernderung_gegenber_vorjahresquartal_in_
saison_und_kalenderbereinigte_werte_nach_x_13_jdemetra_in_1000

Field Notes

datum: time index / reporting period.
originalwert_in_1000: raw/original value from source table.
originalwert_vernderung_gegenber_vorquartal_in_: period-over-period or year-over-year change metric.
originalwert_vernderung_gegenber_vorjahresquartal_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: 139
Columns: 5
Numeric columns ratio: 0.80
Missing ratio: 0.01
Quality note: ok

Official Context Snippet

Official description from source metadata: Selbstständige und mithelfende Familienangehörige 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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