destatis/bruttowertschoepfung-preisbereinigt-handel-gastgewerbe-verkehr-bv41

bruttowertschoepfung-preisbereinigt-handel-gastgewerbe-verkehr-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: Bruttowertschöpfung in Handel, Gastgewerbe und Verkehr, preisbereinigt mit Kalender- und Saisonbereinigung nach BV 4.1
• —Source CSV: https://www.destatis.de/static/de/opendata/data/bruttowertschoepfungpreisbereinigthandelgastgewerbeverkehrbv41.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_kettenindex_2015100
• —originalwert_vernderung_gegenber_vorjahresquartal_in_
• —trendkonjunkturkomponente_bv_41_kettenindex_2015100
• —trendkonjunkturkomponente_bv_41_vernderung_gegenber_vorquartal_in_
• —kalender_und_saisonbereinigte_werte_bv_41_kettenindex_2015100
• —kalender_und_saisonbereinigte_werte_bv_41_vernderung_gegenber_vorquartal_in_
• —restkomponente_bv_41

Field Notes

• —datum: time index / reporting period.
• —originalwert_kettenindex_2015100: raw/original value from source table.
• —originalwert_vernderung_gegenber_vorjahresquartal_in_: period-over-period or year-over-year change metric.
• —trendkonjunkturkomponente_bv_41_kettenindex_2015100: seasonally/calendar adjusted trend component.
• —trendkonjunkturkomponente_bv_41_vernderung_gegenber_vorquartal_in_: period-over-period or year-over-year change metric.
• —kalender_und_saisonbereinigte_werte_bv_41_vernderung_gegenber_vorquartal_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: 115
• —Columns: 8
• —Numeric columns ratio: 0.88
• —Missing ratio: 0.00
• —Quality note: ok

Official Context Snippet

Official description from source metadata: Bruttowertschöpfung in Handel, Gastgewerbe und Verkehr, preisbereinigt 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).