datum stringdate 2000-07-01 00:00:00 2025-10-01 00:00:00 | index_der_arbeitskosten_insgesamt_originalwert_2020100 float64 61.3 131 | index_der_bruttoverdienste_originalwert_2020100 float64 59.4 130 | index_der_lohnnebenkosten_originalwert_2020100 float64 66.7 133 |
|---|---|---|---|
01/07/2000 | 62.7 | 61.5 | 66.7 |
01/10/2000 | 72.1 | 70.6 | 77.2 |
01/01/2001 | 61.3 | 59.4 | 67.4 |
01/04/2001 | 71.2 | 70.3 | 74.5 |
01/07/2001 | 63.9 | 62.8 | 67.7 |
01/10/2001 | 73.7 | 72.4 | 77.9 |
01/01/2002 | 63.6 | 61.6 | 70.3 |
01/04/2002 | 72.4 | 71.3 | 75.8 |
01/07/2002 | 65.3 | 64 | 69.6 |
01/10/2002 | 75.1 | 74 | 79 |
01/01/2003 | 65.1 | 63.2 | 71.5 |
01/04/2003 | 74.9 | 73.7 | 79.1 |
01/07/2003 | 67 | 65.5 | 72.3 |
01/10/2003 | 75.9 | 74.6 | 80.6 |
01/01/2004 | 65.8 | 64 | 71.6 |
01/04/2004 | 75.6 | 74.4 | 79.5 |
01/07/2004 | 67.2 | 65.8 | 71.9 |
01/10/2004 | 75.3 | 74.2 | 79 |
01/01/2005 | 66.7 | 65.3 | 71.4 |
01/04/2005 | 75 | 74.1 | 78.1 |
01/07/2005 | 67.4 | 66.7 | 69.8 |
01/10/2005 | 75.9 | 75.5 | 77.3 |
01/01/2006 | 66.3 | 65 | 70.6 |
01/04/2006 | 76.8 | 76.7 | 77.2 |
01/07/2006 | 68.6 | 68.1 | 70.3 |
01/10/2006 | 77.1 | 76.8 | 78.1 |
01/01/2007 | 66.7 | 65.9 | 69.1 |
01/04/2007 | 77.5 | 78.1 | 75.4 |
01/07/2007 | 69.1 | 69.3 | 68.2 |
01/10/2007 | 78 | 78.7 | 75.6 |
01/01/2008 | 69.3 | 69.5 | 68.4 |
01/04/2008 | 77.6 | 78.5 | 74.4 |
01/07/2008 | 70.4 | 70.6 | 69.8 |
01/10/2008 | 80.3 | 81.1 | 77.4 |
01/01/2009 | 71.2 | 71.4 | 70.8 |
01/04/2009 | 82 | 82.9 | 79 |
01/07/2009 | 72.5 | 72.7 | 71.9 |
01/10/2009 | 79.8 | 80.3 | 77.9 |
01/01/2010 | 72.1 | 71.8 | 73.2 |
01/04/2010 | 82.5 | 82.9 | 81.1 |
01/07/2010 | 73.1 | 72.8 | 74 |
01/10/2010 | 81 | 81.1 | 80.4 |
01/01/2011 | 73.1 | 72.5 | 75.3 |
01/04/2011 | 85.3 | 85.8 | 83.7 |
01/07/2011 | 75.1 | 75.1 | 75.3 |
01/10/2011 | 84.1 | 84.5 | 82.7 |
01/01/2012 | 74 | 73.3 | 76.3 |
01/04/2012 | 89 | 89.9 | 85.7 |
01/07/2012 | 77.4 | 77.6 | 77 |
01/10/2012 | 88.3 | 88.9 | 86 |
01/01/2013 | 77 | 76.5 | 78.6 |
01/04/2013 | 89.2 | 90.6 | 84.1 |
01/07/2013 | 77 | 77.6 | 74.9 |
01/10/2013 | 88.5 | 89.6 | 84.6 |
01/01/2014 | 77.9 | 77.8 | 78.3 |
01/04/2014 | 91.7 | 92.7 | 88.2 |
01/07/2014 | 79.6 | 79.8 | 78.8 |
01/10/2014 | 90.6 | 91.5 | 87.8 |
01/01/2015 | 80.4 | 80.1 | 81.5 |
01/04/2015 | 94.3 | 95.6 | 90 |
01/07/2015 | 81.7 | 81.9 | 81.1 |
01/10/2015 | 91.9 | 92.3 | 90.5 |
01/01/2016 | 83.5 | 83.4 | 83.7 |
01/04/2016 | 93.9 | 94.5 | 91.7 |
01/07/2016 | 83.9 | 84.3 | 82.5 |
01/10/2016 | 94.8 | 95.2 | 93.6 |
01/01/2017 | 84.2 | 83.6 | 86.2 |
01/04/2017 | 98.7 | 99.8 | 94.7 |
01/07/2017 | 86.3 | 86.5 | 85.3 |
01/10/2017 | 98.3 | 99.1 | 95.5 |
01/01/2018 | 87.8 | 86.8 | 91.2 |
01/04/2018 | 100.8 | 101.8 | 97.5 |
01/07/2018 | 89.4 | 89.5 | 89.2 |
01/10/2018 | 100.8 | 101.7 | 97.8 |
01/01/2019 | 89.7 | 88.8 | 92.9 |
01/04/2019 | 105.3 | 106.2 | 102.1 |
01/07/2019 | 91.7 | 91.7 | 91.5 |
01/10/2019 | 104 | 104.6 | 101.9 |
01/01/2020 | 92.7 | 91.8 | 95.7 |
01/04/2020 | 107.3 | 107.9 | 105 |
01/07/2020 | 95.6 | 95.5 | 96 |
01/10/2020 | 104.4 | 104.8 | 103.3 |
01/01/2021 | 92.6 | 92.4 | 93.5 |
01/04/2021 | 106.4 | 107.1 | 104.2 |
01/07/2021 | 97.8 | 97.6 | 98.4 |
01/10/2021 | 108.1 | 108 | 108.6 |
01/01/2022 | 96.5 | 94.5 | 103.1 |
01/04/2022 | 114.2 | 113.6 | 116.2 |
01/07/2022 | 100 | 98.3 | 106.1 |
01/10/2022 | 117.3 | 115.7 | 123 |
01/01/2023 | 101.9 | 98.7 | 112.8 |
01/04/2023 | 119.1 | 118.7 | 120.1 |
01/07/2023 | 105.6 | 103.9 | 111.5 |
01/10/2023 | 120.7 | 118.8 | 127.6 |
01/01/2024 | 109.5 | 106.5 | 119.6 |
01/04/2024 | 124.8 | 124 | 127.3 |
01/07/2024 | 109.9 | 107.9 | 116.8 |
01/10/2024 | 125.1 | 124.2 | 127.9 |
01/01/2025 | 112.4 | 109.7 | 121.6 |
01/04/2025 | 131 | 130.4 | 132.8 |
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arbeitskostenindex-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: Arbeitskostenindizes, Originalwerte
- Source CSV: https://www.destatis.de/static/de_/opendata/data/arbeitskostenindex_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 tableREADME.md: dataset card with provenance and processing notes
Columns (sample):
datumindex_der_arbeitskosten_insgesamt_originalwert_2020100index_der_bruttoverdienste_originalwert_2020100index_der_lohnnebenkosten_originalwert_2020100
Field Notes
datum: time index / reporting period.index_der_arbeitskosten_insgesamt_originalwert_2020100: raw/original value from source table.index_der_bruttoverdienste_originalwert_2020100: raw/original value from source table.index_der_lohnnebenkosten_originalwert_2020100: raw/original value from source table.
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: 102
- Columns: 4
- Numeric columns ratio: 0.75
- Missing ratio: 0.00
- Quality note: ok
Official Context Snippet
Official description from source metadata: Arbeitskostenindizes, 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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