datum stringdate 2005-03-01 00:00:00 2025-10-01 00:00:00 | originalwert_in_1000 float64 20.9 6.01k | originalwert_vernderung_gegenber_vorjahresmonat_in_ float64 -89.8 12.2k ⌀ | originalwert_in_1000_vernderung_gegenber_vorjahresmonat_absolut float64 -3,423.4 5.96k ⌀ | trendkonjunkturkomponente_bv_41_in_1000 float64 12 2.85k | trendkonjunkturkomponente_bv_41_vernderung_gegenber_vormonat_in_ float64 -61.9 206 | kalender_und_saisonbereinigte_werte_bv_41_in_1000 float64 -304.8 5.83k | kalender_und_saisonbereinigte_werte_bv_41_vernderung_gegenber_vormonat_in_ float64 -16,018.3 3.43k |
|---|---|---|---|---|---|---|---|
01/03/2005 | 173.8 | null | null | 143 | -1.3 | 134.7 | -1 |
01/04/2005 | 158.9 | null | null | 139.8 | -2.3 | 144.6 | 7.4 |
01/05/2005 | 142 | null | null | 136 | -2.7 | 138.6 | -4.1 |
01/06/2005 | 136.7 | null | null | 131.7 | -3.2 | 139.4 | 0.5 |
01/07/2005 | 108.6 | null | null | 127.7 | -3.1 | 125.6 | -9.9 |
01/08/2005 | 89.4 | null | null | 121 | -5.2 | 116 | -7.7 |
01/09/2005 | 96.2 | null | null | 113.8 | -6 | 117.3 | 1.1 |
01/10/2005 | 102.4 | null | null | 106.7 | -6.2 | 121.4 | 3.5 |
01/11/2005 | 98 | null | null | 100.6 | -5.8 | 116.3 | -4.2 |
01/12/2005 | 83.7 | null | null | 94.4 | -6.2 | 92.3 | -20.6 |
01/01/2006 | 96.1 | -35.2 | -52.3 | 87.5 | -7.3 | 68.6 | -25.7 |
01/02/2006 | 100.7 | -40 | -67.3 | 80.4 | -8.2 | 56.3 | -17.9 |
01/03/2006 | 104.8 | -39.7 | -68.9 | 75.3 | -6.2 | 59.4 | 5.4 |
01/04/2006 | 83.3 | -47.6 | -75.6 | 72 | -4.4 | 78.1 | 31.5 |
01/05/2006 | 72 | -49.2 | -69.9 | 70 | -2.8 | 74.5 | -4.6 |
01/06/2006 | 61.5 | -55 | -75.2 | 69.1 | -1.2 | 70.5 | -5.4 |
01/07/2006 | 53.9 | -50.3 | -54.6 | 69 | -0.1 | 74 | 4.9 |
01/08/2006 | 47.9 | -46.4 | -41.5 | 69.5 | 0.7 | 76.9 | 4 |
01/09/2006 | 46 | -52.2 | -50.2 | 70.1 | 0.9 | 72.9 | -5.2 |
01/10/2006 | 38.8 | -62.1 | -63.6 | 70.8 | 1 | 66.3 | -9 |
01/11/2006 | 35.5 | -63.8 | -62.5 | 71.4 | 0.8 | 64 | -3.5 |
01/12/2006 | 63 | -24.7 | -20.7 | 71.6 | 0.3 | 68.5 | 6.9 |
01/01/2007 | 126.3 | 31.4 | 30.1 | 71.1 | -0.7 | 77 | 12.5 |
01/02/2007 | 148.4 | 47.3 | 47.7 | 69.7 | -2 | 74.2 | -3.6 |
01/03/2007 | 143.9 | 37.3 | 39.1 | 68 | -2.5 | 65.5 | -11.7 |
01/04/2007 | 51 | -38.7 | -32.2 | 66.6 | -2 | 43.8 | -33.2 |
01/05/2007 | 48.3 | -33 | -23.7 | 66.2 | -0.6 | 46.6 | 6.4 |
01/06/2007 | 46.3 | -24.8 | -15.3 | 66.9 | 1.1 | 53.4 | 14.5 |
01/07/2007 | 39.3 | -27 | -14.6 | 67.8 | 1.3 | 64.9 | 21.6 |
01/08/2007 | 32.3 | -32.5 | -15.6 | 68.7 | 1.3 | 80.5 | 24.1 |
01/09/2007 | 33.7 | -26.8 | -12.3 | 69.4 | 1.1 | 100.8 | 25.1 |
01/10/2007 | 35.8 | -7.8 | -3 | 69.4 | 0 | 124.3 | 23.4 |
01/11/2007 | 36.7 | 3.2 | 1.1 | 68 | -2.1 | 139.6 | 12.3 |
01/12/2007 | 77.8 | 23.4 | 14.7 | 63.1 | -7.1 | 147.4 | 5.6 |
01/01/2008 | 137.8 | 9.1 | 11.5 | 52.4 | -17.1 | 108 | -26.7 |
01/02/2008 | 161.1 | 8.5 | 12.7 | 37.7 | -28 | 17.3 | -84 |
01/03/2008 | 155.5 | 8 | 11.6 | 22.8 | -39.5 | -23.7 | -236.6 |
01/04/2008 | 59.1 | 15.8 | 8 | 13.5 | -41 | -58.1 | 145.5 |
01/05/2008 | 51 | 5.5 | 2.7 | 16.6 | 23.4 | -44.8 | -22.9 |
01/06/2008 | 50.4 | 9 | 4.2 | 37.8 | 127.5 | -0.4 | -99.1 |
01/07/2008 | 42.7 | 8.5 | 3.3 | 81.1 | 114.5 | 63.6 | -16,018.3 |
01/08/2008 | 39.4 | 21.9 | 7.1 | 145.4 | 79.4 | 145.4 | 128.8 |
01/09/2008 | 50 | 48.4 | 16.3 | 229.2 | 57.6 | 174.8 | 20.2 |
01/10/2008 | 71 | 98.3 | 35.2 | 331.3 | 44.6 | 223.2 | 27.6 |
01/11/2008 | 130.1 | 255 | 93.5 | 448.3 | 35.3 | 325.5 | 45.9 |
01/12/2008 | 270.5 | 247.7 | 192.7 | 575 | 28.3 | 440.4 | 35.3 |
01/01/2009 | 593.6 | 330.9 | 455.8 | 707.9 | 23.1 | 597.2 | 35.6 |
01/02/2009 | 1,079.1 | 569.9 | 918 | 840.5 | 18.7 | 881.6 | 47.6 |
01/03/2009 | 1,324.9 | 751.9 | 1,169.4 | 964.1 | 14.7 | 1,082.1 | 22.7 |
01/04/2009 | 1,446.4 | 2,348.8 | 1,387.4 | 1,071 | 11.1 | 1,259.2 | 16.4 |
01/05/2009 | 1,468.8 | 2,781.5 | 1,417.8 | 1,156.2 | 8 | 1,330.8 | 5.7 |
01/06/2009 | 1,393.7 | 2,664.6 | 1,343.2 | 1,215.5 | 5.1 | 1,330.9 | 0 |
01/07/2009 | 1,247.8 | 2,822.8 | 1,205.1 | 1,246.8 | 2.6 | 1,296.7 | -2.6 |
01/08/2009 | 1,054.8 | 2,576.2 | 1,015.4 | 1,250.8 | 0.3 | 1,221.2 | -5.8 |
01/09/2009 | 1,104.1 | 2,109.7 | 1,054.1 | 1,228.7 | -1.8 | 1,241 | 1.6 |
01/10/2009 | 1,109.1 | 1,462.5 | 1,038.1 | 1,180.8 | -3.9 | 1,229.2 | -0.9 |
01/11/2009 | 981.8 | 654.4 | 851.6 | 1,108.6 | -6.1 | 1,137.5 | -7.5 |
01/12/2009 | 928.8 | 243.4 | 658.4 | 1,020.6 | -7.9 | 1,038.4 | -8.7 |
01/01/2010 | 1,056.9 | 78.1 | 463.3 | 925.1 | -9.4 | 988.5 | -4.8 |
01/02/2010 | 1,030.8 | -4.5 | -48.2 | 827.2 | -10.6 | 836.4 | -15.4 |
01/03/2010 | 874.3 | -34 | -450.5 | 733 | -11.4 | 691.7 | -17.3 |
01/04/2010 | 632 | -56.3 | -814.4 | 647.2 | -11.7 | 550.3 | -20.4 |
01/05/2010 | 498.9 | -66 | -969.9 | 570.1 | -11.9 | 463.2 | -15.8 |
01/06/2010 | 419.5 | -69.9 | -974.1 | 501 | -12.1 | 425.7 | -8.1 |
01/07/2010 | 313.1 | -74.9 | -934.8 | 437.6 | -12.7 | 393 | -7.7 |
01/08/2010 | 243.7 | -76.9 | -811.1 | 379.9 | -13.2 | 381.9 | -2.8 |
01/09/2010 | 237.3 | -78.5 | -866.7 | 328.3 | -13.6 | 334.5 | -12.4 |
01/10/2010 | 231.3 | -79.1 | -877.8 | 283.3 | -13.7 | 295 | -11.8 |
01/11/2010 | 215 | -78.1 | -766.7 | 245.5 | -13.3 | 280.3 | -5 |
01/12/2010 | 279.2 | -69.9 | -649.6 | 213.8 | -12.9 | 242.1 | -13.6 |
01/01/2011 | 321.6 | -69.6 | -735.4 | 186.5 | -12.7 | 159.2 | -34.3 |
01/02/2011 | 305.4 | -70.4 | -725.4 | 167.5 | -10.2 | 98.2 | -38.3 |
01/03/2011 | 245.8 | -71.9 | -628.5 | 157.6 | -5.9 | 145.5 | 48.2 |
01/04/2011 | 133.2 | -78.9 | -498.8 | 153.5 | -2.6 | 161 | 10.7 |
01/05/2011 | 121.5 | -75.6 | -377.4 | 153.3 | -0.2 | 172 | 6.8 |
01/06/2011 | 109.8 | -73.8 | -309.8 | 154.8 | 1 | 173.3 | 0.8 |
01/07/2011 | 80.8 | -74.2 | -232.3 | 157.4 | 1.7 | 177.6 | 2.5 |
01/08/2011 | 71.3 | -70.8 | -172.5 | 160.6 | 2.1 | 181.7 | 2.3 |
01/09/2011 | 76 | -68 | -161.4 | 163.7 | 1.9 | 172.1 | -5.3 |
01/10/2011 | 80.6 | -65.2 | -150.7 | 166.6 | 1.7 | 163.7 | -4.9 |
01/11/2011 | 85.1 | -60.4 | -129.9 | 167.9 | 0.8 | 160.3 | -2.1 |
01/12/2011 | 263.6 | -5.6 | -15.7 | 167.6 | -0.2 | 162.2 | 1.2 |
01/01/2012 | 396.6 | 23.3 | 75 | 166.3 | -0.8 | 180 | 11 |
01/02/2012 | 490.9 | 60.7 | 185.5 | 161.8 | -2.7 | 222.9 | 23.8 |
01/03/2012 | 220.7 | -10.2 | -25.1 | 158 | -2.4 | 114.3 | -48.7 |
01/04/2012 | 82.5 | -38 | -50.6 | 156.9 | -0.7 | 149.9 | 31.2 |
01/05/2012 | 77.1 | -36.6 | -44.5 | 159.9 | 1.9 | 156.2 | 4.2 |
01/06/2012 | 70.5 | -35.7 | -39.2 | 165.1 | 3.2 | 153.7 | -1.6 |
01/07/2012 | 54 | -33.2 | -26.8 | 171.6 | 3.9 | 158.5 | 3.1 |
01/08/2012 | 47.1 | -33.9 | -24.1 | 178.8 | 4.2 | 164.3 | 3.7 |
01/09/2012 | 65.8 | -13.4 | -10.2 | 186.3 | 4.2 | 172 | 4.7 |
01/10/2012 | 84.7 | 5.1 | 4.1 | 193.7 | 3.9 | 179 | 4.1 |
01/11/2012 | 97.8 | 14.9 | 12.7 | 201.4 | 4 | 187.4 | 4.7 |
01/12/2012 | 358.6 | 36 | 95 | 208.3 | 3.4 | 243.7 | 30.1 |
01/01/2013 | 486.9 | 22.8 | 90.3 | 213.5 | 2.5 | 239.1 | -1.9 |
01/02/2013 | 495.4 | 0.9 | 4.4 | 216.7 | 1.5 | 219.5 | -8.2 |
01/03/2013 | 430.1 | 94.9 | 209.4 | 216.3 | -0.1 | 291.1 | 32.6 |
01/04/2013 | 113.3 | 37.3 | 30.8 | 212.2 | -1.9 | 196 | -32.7 |
01/05/2013 | 86.4 | 12.2 | 9.4 | 204.3 | -3.7 | 181.9 | -7.2 |
01/06/2013 | 98.7 | 39.9 | 28.1 | 195.8 | -4.2 | 187.7 | 3.2 |
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kurzarbeiter-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: Kurzarbeiter mit Kalender- und Saisonbereinigung nach BV 4.1
- Source CSV: https://www.destatis.de/static/de_/opendata/data/kurzarbeiter_bv41.csv
- Source page: https://www.destatis.de/EN/Service/OpenData/short-term-indicators.html
- Snapshot timestamp (UTC): 2026-05-11T12:36:12.453438+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):
datumoriginalwert_in_1000originalwert_vernderung_gegenber_vorjahresmonat_in_originalwert_in_1000_vernderung_gegenber_vorjahresmonat_absoluttrendkonjunkturkomponente_bv_41_in_1000trendkonjunkturkomponente_bv_41_vernderung_gegenber_vormonat_in_kalender_und_saisonbereinigte_werte_bv_41_in_1000kalender_und_saisonbereinigte_werte_bv_41_vernderung_gegenber_vormonat_in_
Field Notes
datum: time index / reporting period.originalwert_in_1000: raw/original value from source table.originalwert_vernderung_gegenber_vorjahresmonat_in_: period-over-period or year-over-year change metric.originalwert_in_1000_vernderung_gegenber_vorjahresmonat_absolut: period-over-period or year-over-year change metric.trendkonjunkturkomponente_bv_41_in_1000: 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: 248
- Columns: 8
- Numeric columns ratio: 0.88
- Missing ratio: 0.01
- Quality note: ok
Official Context Snippet
Official description from source metadata: Kurzarbeiter 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).
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