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destatis/grosshandelsumsatz-nominal-bv41

grosshandelsumsatz-nominal-bv41 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: Umsatz im Großhandel nominal mit Kalender- und Saisonbereinigung nach BV 4.1 Source CSV: https://www.destatis.de/static/de_/opendata/data/grosshandelsumsatz_nominal_bv41.csv Source page:… See the full description on the dataset page: https://huggingface.co/datasets/destatis/grosshandelsumsatz-nominal-bv41.

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Dataset Card

grosshandelsumsatz-nominal-bv41

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: Umsatz im Großhandel nominal mit Kalender- und Saisonbereinigung nach BV 4.1
  • —Source CSV: https://www.destatis.de/static/de/opendata/data/grosshandelsumsatznominal_bv41.csv
  • —Source page: https://www.destatis.de/EN/Service/OpenData/short-term-indicators.html
  • —Snapshot timestamp (UTC): 2026-06-30T08:57:22.565885+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):

  • —date
  • —indicator
  • —value

Field Notes

  • —date: 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: 2440
  • —Columns: 8
  • —Numeric columns ratio: 0.88
  • —Missing ratio: 0.00
  • —Quality note: ok

Official Context Snippet

Official description from source metadata: Umsatz im Großhandel nominal mit Kalender- und Saisonbereinigung nach BV 4.1. 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).