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license: other
language:
- en
tags:
- destatis
- germany
- open-data
- ml-ready
- tabular
---
# 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 table
- `README.md`: dataset card with provenance and processing notes
Columns (sample):
- `datum`
- `erwerbsttige_mit_wohnort_in_deutschland_anzahl_in_1000`
- `erwerbsttige_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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