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

# umsatzindex-gebrauchsgueter-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: Auftragseingangsindex Gebrauchsgüter mit Kalender- und Saisonbereinigung nach BV 4.1
- Source CSV: https://www.destatis.de/static/de_/opendata/data/umsatzindex_gebrauchsgueter_bv41.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_2021100`
- `originalwert_vernderung_gegenber_vorjahresmonat_in_`
- `trendkonjunkturkomponente_bv_41_2021100`
- `trendkonjunkturkomponente_bv_41_vernderung_gegenber_vormonat_in_`

## Field Notes
- `datum`: time index / reporting period.
- `originalwert_2021100`: raw/original value from source table.
- `originalwert_vernderung_gegenber_vorjahresmonat_in_`: period-over-period or year-over-year change metric.
- `trendkonjunkturkomponente_bv_41_2021100`: seasonally/calendar adjusted trend component.
- `trendkonjunkturkomponente_bv_41_vernderung_gegenber_vormonat_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: 349
- Columns: 5
- Numeric columns ratio: 0.80
- Missing ratio: 0.01
- Quality note: ok

## Official Context Snippet
Official description from source metadata: Auftragseingangsindex Gebrauchsgüter 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).