Datasets:

destatis
/

erwerbstaetige-inlaender-quartal-x13

datum stringdate 1991-07-01 00:00:00 2026-01-01 00:00:00	originalwert_in_1000 int64 37.6k 46k	originalwert_vernderung_gegenber_vorquartal_in_ float64 -1.8 1.5	originalwert_vernderung_gegenber_vorjahresquartal_in_ float64 -1.7 2.7 ⌀	saison_und_kalenderbereinigte_werte_nach_x_13_jdemetra_in_1000 float64 37.7k 45.9k ⌀
01/07/1991	38,806	-0.2	null	null
01/10/1991	38,918	0.3	null	null
01/01/1992	38,400	-1.3	-1.7	38,583
01/04/1992	38,322	-0.2	-1.5	38,482
01/07/1992	38,390	0.2	-1.1	38,291
01/10/1992	38,354	-0.1	-1.4	38,111
01/01/1993	37,844	-1.3	-1.4	38,031
01/04/1993	37,707	-0.4	-1.6	37,863
01/07/1993	37,873	0.4	-1.3	37,774
01/10/1993	37,965	0.2	-1	37,718
01/01/1994	37,611	-0.9	-0.6	37,809
01/04/1994	37,638	0.1	-0.2	37,790
01/07/1994	37,956	0.8	0.2	37,854
01/10/1994	38,183	0.6	0.6	37,926
01/01/1995	37,702	-1.3	0.2	37,919
01/04/1995	37,796	0.2	0.4	37,944
01/07/1995	38,056	0.7	0.3	37,948
01/10/1995	38,269	0.6	0.2	38,000
01/01/1996	37,716	-1.4	0	37,953
01/04/1996	37,868	0.4	0.2	38,010
01/07/1996	38,079	0.6	0.1	37,966
01/10/1996	38,193	0.3	-0.2	37,920
01/01/1997	37,599	-1.6	-0.3	37,851
01/04/1997	37,785	0.5	-0.2	37,919
01/07/1997	38,101	0.8	0.1	37,986
01/10/1997	38,273	0.5	0.2	37,998
01/01/1998	37,806	-1.2	0.6	38,069
01/04/1998	38,154	0.9	1	38,282
01/07/1998	38,633	1.3	1.4	38,518
01/10/1998	38,963	0.9	1.8	38,684
01/01/1999	38,500	-1.2	1.8	38,765
01/04/1999	38,673	0.4	1.4	38,797
01/07/1999	39,237	1.5	1.6	39,125
01/10/1999	39,609	0.9	1.7	39,328
01/01/2000	39,434	-0.4	2.4	39,703
01/04/2000	39,720	0.7	2.7	39,846
01/07/2000	39,995	0.7	1.9	39,888
01/10/2000	40,186	0.5	1.5	39,901
01/01/2001	39,487	-1.7	0.1	39,749
01/04/2001	39,611	0.3	-0.3	39,736
01/07/2001	39,763	0.4	-0.6	39,664
01/10/2001	39,965	0.5	-0.5	39,676
01/01/2002	39,429	-1.3	-0.1	39,691
01/04/2002	39,463	0.1	-0.4	39,589
01/07/2002	39,558	0.2	-0.5	39,463
01/10/2002	39,635	0.2	-0.8	39,343
01/01/2003	38,965	-1.7	-1.2	39,227
01/04/2003	38,921	-0.1	-1.4	39,046
01/07/2003	39,176	0.7	-1	39,082
01/10/2003	39,388	0.5	-0.6	39,092
01/01/2004	38,926	-1.2	-0.1	39,195
01/04/2004	39,147	0.6	0.6	39,273
01/07/2004	39,350	0.5	0.4	39,250
01/10/2004	39,531	0.5	0.4	39,232
01/01/2005	38,861	-1.7	-0.2	39,136
01/04/2005	38,995	0.3	-0.4	39,116
01/07/2005	39,307	0.8	-0.1	39,208
01/10/2005	39,637	0.8	0.3	39,339
01/01/2006	38,923	-1.8	0.2	39,203
01/04/2006	39,317	1	0.8	39,433
01/07/2006	39,756	1.1	1.1	39,655
01/10/2006	40,083	0.8	1.1	39,786
01/01/2007	39,713	-0.9	2	40,001
01/04/2007	40,050	0.8	1.9	40,158
01/07/2007	40,364	0.8	1.5	40,267
01/10/2007	40,712	0.9	1.6	40,419
01/01/2008	40,417	-0.7	1.8	40,705
01/04/2008	40,667	0.6	1.5	40,766
01/07/2008	40,948	0.7	1.4	40,855
01/10/2008	41,220	0.7	1.2	40,933
01/01/2009	40,693	-1.3	0.7	40,978
01/04/2009	40,784	0.2	0.3	40,869
01/07/2009	40,902	0.3	-0.1	40,817
01/10/2009	41,122	0.5	-0.2	40,847
01/01/2010	40,613	-1.2	-0.2	40,892
01/04/2010	40,975	0.9	0.5	41,047
01/07/2010	41,235	0.6	0.8	41,156
01/10/2010	41,533	0.7	1	41,265
01/01/2011	41,100	-1	1.2	41,380
01/04/2011	41,452	0.9	1.2	41,513
01/07/2011	41,702	0.6	1.1	41,626
01/10/2011	42,020	0.8	1.2	41,760
01/01/2012	41,622	-0.9	1.3	41,903
01/04/2012	41,947	0.8	1.2	41,998
01/07/2012	42,166	0.5	1.1	42,092
01/10/2012	42,460	0.7	1	42,207
01/01/2013	41,980	-1.1	0.9	42,260
01/04/2013	42,260	0.7	0.7	42,301
01/07/2013	42,470	0.5	0.7	42,398
01/10/2013	42,732	0.6	0.6	42,486
01/01/2014	42,347	-0.9	0.9	42,626
01/04/2014	42,687	0.8	1	42,722
01/07/2014	42,850	0.4	0.9	42,781
01/10/2014	43,053	0.5	0.8	42,814
01/01/2015	42,607	-1	0.6	42,881
01/04/2015	43,000	0.9	0.7	43,029
01/07/2015	43,223	0.5	0.9	43,159
01/10/2015	43,522	0.7	1.1	43,287
01/01/2016	43,126	-0.9	1.2	43,394
01/04/2016	43,521	0.9	1.2	43,547

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erwerbstaetige-inlaender-quartal-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: Erwerbstätige Inländer, Quartale mit Kalender- und Saisonbereinigung nach X13 JDemetra+
Source CSV: https://www.destatis.de/static/de_/opendata/data/erwerbstaetige_inlaender_quartal_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: Erwerbstätige Inländer, Quartale 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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