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metadata
license: other
language:
  - en
tags:
  - destatis
  - germany
  - open-data
  - ml-ready
  - tabular

exporte-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

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
  • insgesamt_mill_eur
  • ernhrungswirtschaft_zusammen_mill_eur
  • gewerbliche_wirtschaft_zusammen_mill_eur
  • rohstoffe_mill_eur
  • halbwaren_mill_eur
  • fertigwaren_mill_eur

Field Notes

  • datum: time index / reporting period.

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: 312
  • Columns: 7
  • Numeric columns ratio: 0.86
  • Missing ratio: 0.00
  • Quality note: ok

Official Context Snippet

Official description from source metadata: Exporte, 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).