datum stringdate 2000-03-01 00:00:00 2026-03-01 00:00:00 | erwerbsttige_mit_wohnort_in_deutschland_anzahl_in_1000 int64 38.9k 46.1k | erwerbsttige_mit_wohnort_in_deutschland_vernderung_zum_vorjahresmonat_in_ float64 -1.5 2.1 ⌀ | erwerbsttige_mit_wohnort_in_deutschland_vernderung_zum_vorjahresmonat_in_1000 float64 -654 834 ⌀ |
|---|---|---|---|
01/03/2000 | 39,544 | null | null |
01/04/2000 | 39,600 | null | null |
01/05/2000 | 39,745 | null | null |
01/06/2000 | 39,817 | null | null |
01/07/2000 | 39,859 | null | null |
01/08/2000 | 39,956 | null | null |
01/09/2000 | 40,170 | null | null |
01/10/2000 | 40,232 | null | null |
01/11/2000 | 40,255 | null | null |
01/12/2000 | 40,069 | null | null |
01/01/2001 | 39,463 | 0.3 | 135 |
01/02/2001 | 39,490 | 0.1 | 58 |
01/03/2001 | 39,507 | -0.1 | -37 |
01/04/2001 | 39,553 | -0.1 | -47 |
01/05/2001 | 39,658 | -0.2 | -87 |
01/06/2001 | 39,625 | -0.5 | -192 |
01/07/2001 | 39,625 | -0.6 | -234 |
01/08/2001 | 39,731 | -0.6 | -225 |
01/09/2001 | 39,935 | -0.6 | -235 |
01/10/2001 | 39,968 | -0.7 | -264 |
01/11/2001 | 40,054 | -0.5 | -201 |
01/12/2001 | 39,871 | -0.5 | -198 |
01/01/2002 | 39,424 | -0.1 | -39 |
01/02/2002 | 39,440 | -0.1 | -50 |
01/03/2002 | 39,425 | -0.2 | -82 |
01/04/2002 | 39,456 | -0.2 | -97 |
01/05/2002 | 39,496 | -0.4 | -162 |
01/06/2002 | 39,439 | -0.5 | -186 |
01/07/2002 | 39,475 | -0.4 | -150 |
01/08/2002 | 39,495 | -0.6 | -236 |
01/09/2002 | 39,703 | -0.6 | -232 |
01/10/2002 | 39,708 | -0.7 | -260 |
01/11/2002 | 39,701 | -0.9 | -353 |
01/12/2002 | 39,494 | -0.9 | -377 |
01/01/2003 | 38,965 | -1.2 | -459 |
01/02/2003 | 38,993 | -1.1 | -447 |
01/03/2003 | 38,936 | -1.2 | -489 |
01/04/2003 | 38,855 | -1.5 | -601 |
01/05/2003 | 38,904 | -1.5 | -592 |
01/06/2003 | 39,002 | -1.1 | -437 |
01/07/2003 | 39,080 | -1 | -395 |
01/08/2003 | 39,107 | -1 | -388 |
01/09/2003 | 39,342 | -0.9 | -361 |
01/10/2003 | 39,429 | -0.7 | -279 |
01/11/2003 | 39,454 | -0.6 | -247 |
01/12/2003 | 39,282 | -0.5 | -212 |
01/01/2004 | 38,871 | -0.2 | -94 |
01/02/2004 | 38,920 | -0.2 | -73 |
01/03/2004 | 38,988 | 0.1 | 52 |
01/04/2004 | 39,087 | 0.6 | 232 |
01/05/2004 | 39,145 | 0.6 | 241 |
01/06/2004 | 39,208 | 0.5 | 206 |
01/07/2004 | 39,193 | 0.3 | 113 |
01/08/2004 | 39,298 | 0.5 | 191 |
01/09/2004 | 39,558 | 0.5 | 216 |
01/10/2004 | 39,608 | 0.5 | 179 |
01/11/2004 | 39,611 | 0.4 | 157 |
01/12/2004 | 39,373 | 0.2 | 91 |
01/01/2005 | 38,850 | -0.1 | -21 |
01/02/2005 | 38,869 | -0.1 | -51 |
01/03/2005 | 38,864 | -0.3 | -124 |
01/04/2005 | 38,896 | -0.5 | -191 |
01/05/2005 | 39,000 | -0.4 | -145 |
01/06/2005 | 39,088 | -0.3 | -120 |
01/07/2005 | 39,081 | -0.3 | -112 |
01/08/2005 | 39,260 | -0.1 | -38 |
01/09/2005 | 39,582 | 0.1 | 24 |
01/10/2005 | 39,675 | 0.2 | 67 |
01/11/2005 | 39,718 | 0.3 | 107 |
01/12/2005 | 39,519 | 0.4 | 146 |
01/01/2006 | 38,878 | 0.1 | 28 |
01/02/2006 | 38,916 | 0.1 | 47 |
01/03/2006 | 38,974 | 0.3 | 110 |
01/04/2006 | 39,110 | 0.6 | 214 |
01/05/2006 | 39,348 | 0.9 | 348 |
01/06/2006 | 39,493 | 1 | 405 |
01/07/2006 | 39,584 | 1.3 | 503 |
01/08/2006 | 39,705 | 1.1 | 445 |
01/09/2006 | 39,976 | 1 | 394 |
01/10/2006 | 40,062 | 1 | 387 |
01/11/2006 | 40,159 | 1.1 | 441 |
01/12/2006 | 40,030 | 1.3 | 511 |
01/01/2007 | 39,642 | 2 | 764 |
01/02/2007 | 39,705 | 2 | 789 |
01/03/2007 | 39,794 | 2.1 | 820 |
01/04/2007 | 39,944 | 2.1 | 834 |
01/05/2007 | 40,080 | 1.9 | 732 |
01/06/2007 | 40,125 | 1.6 | 632 |
01/07/2007 | 40,192 | 1.5 | 608 |
01/08/2007 | 40,313 | 1.5 | 608 |
01/09/2007 | 40,589 | 1.5 | 613 |
01/10/2007 | 40,745 | 1.7 | 683 |
01/11/2007 | 40,790 | 1.6 | 631 |
01/12/2007 | 40,600 | 1.4 | 570 |
01/01/2008 | 40,348 | 1.8 | 706 |
01/02/2008 | 40,419 | 1.8 | 714 |
01/03/2008 | 40,484 | 1.7 | 690 |
01/04/2008 | 40,590 | 1.6 | 646 |
01/05/2008 | 40,685 | 1.5 | 605 |
01/06/2008 | 40,727 | 1.5 | 602 |
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erwerbstaetige-originalwert
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, Originalwerte
- Source CSV: https://www.destatis.de/static/de_/opendata/data/erwerbstaetige_originalwert.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 tableREADME.md: dataset card with provenance and processing notes
Columns (sample):
datumerwerbsttige_mit_wohnort_in_deutschland_anzahl_in_1000erwerbsttige_mit_wohnort_in_deutschland_vernderung_zum_vorjahresmonat_in_erwerbsttige_mit_wohnort_in_deutschland_vernderung_zum_vorjahresmonat_in_1000
Field Notes
datum: time index / reporting period.erwerbsttige_mit_wohnort_in_deutschland_vernderung_zum_vorjahresmonat_in_: period-over-period or year-over-year change metric.erwerbsttige_mit_wohnort_in_deutschland_vernderung_zum_vorjahresmonat_in_1000: 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: 313
- Columns: 4
- Numeric columns ratio: 0.75
- Missing ratio: 0.02
- Quality note: ok
Official Context Snippet
Official description from source metadata: Erwerbstätige, Originalwerte. 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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