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destatis
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index-lohnnebenkosten-x13

Modalities:
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Formats:
csv
Languages:
English
Size:
< 1K
Tags:
destatis
germany
open-data
ml-ready
tabular
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datum
stringdate
1996-07-01 00:00:00
2025-10-01 00:00:00
originalwert_2020100
float64
59.9
133
originalwert_vernderung_gegenber_vorjahresquartal_in_
float64
-3.2
13.3
⌀
saison_und_kalenderbereinigte_werte_nach_x_13_jdemetra_2020100
float64
63.6
129
saison_und_kalenderbereinigte_werte_nach_x_13_jdemetra_vernderung_gegenber_vorsquartal_in_
float64
-4.3
5.1
kalenderbereinigte_werte_nach_x_13_jdemetra_2020100
float64
59.9
133
kalenderbereinigte_werte_nach_x_13_jdemetra_vernderung_gegenber_vorjahresquartal_in_
float64
-3.4
11.9
⌀
01/07/1996
59.9
null
63.6
2
59.9
null
01/10/1996
70.4
null
64.1
0.9
70
null
01/01/1997
61.5
2.7
64.5
0.6
60.6
0.7
01/04/1997
66.5
3.5
65.3
1.2
67
4.8
01/07/1997
61.4
2.5
65.1
-0.2
61.4
2.5
01/10/1997
71.5
1.6
65.4
0.5
71.3
1.9
01/01/1998
61.2
-0.5
65
-0.7
61
0.7
01/04/1998
68.1
2.3
65.9
1.4
67.7
1
01/07/1998
62.9
2.4
66.8
1.4
63
2.5
01/10/1998
73
2.1
67.9
1.6
73.8
3.5
01/01/1999
62.5
2.2
66.3
-2.4
62.3
2.2
01/04/1999
69.6
2.3
67.7
2.2
69.7
2.9
01/07/1999
63.7
1.3
67.7
-0.1
63.8
1.3
01/10/1999
73.3
0.4
68.6
1.4
74.3
0.7
01/01/2000
65.4
4.6
69.9
2
65.9
5.8
01/04/2000
71.9
3.3
69.3
-0.9
71.6
2.7
01/07/2000
66.7
4.7
70.4
1.6
66.4
4
01/10/2000
77.2
5.3
71.2
1.2
76.8
3.3
01/01/2001
67.4
3
71.5
0.4
67.6
2.6
01/04/2001
74.5
3.6
71.6
0.1
74.1
3.6
01/07/2001
67.7
1.6
71.4
-0.3
67.4
1.6
01/10/2001
77.9
0.9
72.2
1.1
77.4
0.8
01/01/2002
70.3
4.3
73.7
2
69.8
3.2
01/04/2002
75.8
1.8
73.1
-0.8
75.9
2.4
01/07/2002
69.6
2.8
73.7
0.8
69.7
3.3
01/10/2002
79
1.4
73.6
-0.2
78.4
1.4
01/01/2003
71.5
1.7
75.1
2.1
71.3
2.1
01/04/2003
79.1
4.4
75.6
0.7
78.7
3.7
01/07/2003
72.3
3.8
76.4
1.1
72.3
3.8
01/10/2003
80.6
2
75.7
-1
80.3
2.4
01/01/2004
71.7
0.2
75.6
-0.1
71.8
0.8
01/04/2004
79.5
0.5
76.3
0.9
79.6
1.1
01/07/2004
71.9
-0.5
76.1
-0.3
72
-0.4
01/10/2004
79
-1.9
75.6
-0.6
80
-0.4
01/01/2005
71.4
-0.4
74.4
-1.6
70.7
-1.5
01/04/2005
78.1
-1.8
75.7
1.8
79.1
-0.6
01/07/2005
69.8
-3
73.6
-2.8
69.8
-3.1
01/10/2005
77.3
-2.2
73.3
-0.4
77.3
-3.4
01/01/2006
70.6
-1.1
74.8
2.1
71.1
0.6
01/04/2006
77.2
-1.2
73.3
-2
76.7
-3
01/07/2006
70.3
0.8
73.6
0.4
69.9
0.2
01/10/2006
78.1
1
73.8
0.2
77.6
0.3
01/01/2007
69.1
-2.2
72.7
-1.4
69.2
-2.7
01/04/2007
75.4
-2.3
71.5
-1.7
74.9
-2.3
01/07/2007
68.2
-3
71.2
-0.4
67.8
-3.1
01/10/2007
75.6
-3.2
71.6
0.5
75
-3.4
01/01/2008
68.4
-1
71
-0.8
67.6
-2.3
01/04/2008
74.4
-1.3
71.7
1
75.2
0.4
01/07/2008
69.8
2.3
73.1
1.9
69.7
2.8
01/10/2008
77.4
2.4
73.8
0.9
77
2.7
01/01/2009
70.8
3.5
73.8
0
70.4
4.1
01/04/2009
79
6.2
74.7
1.2
78.5
4.3
01/07/2009
71.9
3.1
75.5
1
71.9
3.2
01/10/2009
77.9
0.7
75.4
0
78.5
2
01/01/2010
73.2
3.4
76.2
1
72.8
3.4
01/04/2010
81.1
2.6
77
1.2
81
3.3
01/07/2010
74.1
2.9
77.8
1
74
3
01/10/2010
80.4
3.2
78.1
0.3
81.2
3.4
01/01/2011
75.3
2.9
78.7
0.8
75.4
3.5
01/04/2011
83.7
3.2
79.4
0.9
83.6
3.2
01/07/2011
75.4
1.8
79.3
-0.1
75.2
1.6
01/10/2011
82.7
2.9
79.4
0.1
82.6
1.7
01/01/2012
76.3
1.3
79.9
0.7
76.7
1.8
01/04/2012
85.7
2.4
80.7
1
85.1
1.8
01/07/2012
77
2.2
80.9
0.2
76.5
1.7
01/10/2012
86
4
81.9
1.2
85.3
3.2
01/01/2013
78.6
3.1
81.1
-0.9
77.9
1.6
01/04/2013
84.1
-1.8
79.7
-1.7
84.1
-1.2
01/07/2013
74.9
-2.7
79.3
-0.6
74.7
-2.3
01/10/2013
84.6
-1.6
80.4
1.5
83.9
-1.7
01/01/2014
78.3
-0.4
81
0.7
77.9
0
01/04/2014
88.2
4.9
83.1
2.6
87.7
4.3
01/07/2014
78.8
5.3
83.6
0.6
78.7
5.3
01/10/2014
87.8
3.8
83.8
0.2
87.4
4.2
01/01/2015
81.5
4.1
84.2
0.6
81.1
4.1
01/04/2015
90
2
84.8
0.7
89.4
2
01/07/2015
81.1
2.9
86.2
1.7
81.1
3
01/10/2015
90.5
3
87.4
1.4
91.2
4.3
01/01/2016
83.8
2.8
85.8
-1.9
82.8
2.1
01/04/2016
91.7
2
88.1
2.7
92.7
3.8
01/07/2016
82.5
1.7
87.6
-0.6
82.4
1.6
01/10/2016
93.7
3.5
89.8
2.6
93.5
2.6
01/01/2017
86.2
2.9
89.6
-0.2
86.7
4.7
01/04/2017
94.7
3.2
89.4
-0.2
94.1
1.4
01/07/2017
85.3
3.4
90
0.6
84.7
2.9
01/10/2017
95.5
2
90.8
0.8
94.4
0.9
01/01/2018
91.2
5.9
93.8
3.3
90.9
4.9
01/04/2018
97.5
3
92.8
-1
97.4
3.6
01/07/2018
89.2
4.6
94.1
1.3
88.6
4.6
01/10/2018
97.8
2.5
93.3
-0.8
97
2.8
01/01/2019
92.9
1.8
95.4
2.2
92.6
1.9
01/04/2019
102.1
4.7
96.8
1.5
101.4
4.1
01/07/2019
91.5
2.6
97
0.2
91.4
3.1
01/10/2019
101.9
4.2
97.2
0.3
101
4.2
01/01/2020
95.7
3.1
98.4
1.2
95.7
3.4
01/04/2020
105
2.9
99.8
1.4
104.3
2.9
01/07/2020
96
4.8
101.7
1.9
95.9
4.9
01/10/2020
103.3
1.4
100.1
-1.6
104.1
3
01/01/2021
93.5
-2.3
95.8
-4.3
93.2
-2.6
01/04/2021
104.2
-0.8
99.9
4.4
104.1
-0.2
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index-lohnnebenkosten-x13

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

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_2020100
  • originalwert_vernderung_gegenber_vorjahresquartal_in_
  • saison_und_kalenderbereinigte_werte_nach_x_13_jdemetra_2020100
  • saison_und_kalenderbereinigte_werte_nach_x_13_jdemetra_vernderung_gegenber_vorsquartal_in_
  • kalenderbereinigte_werte_nach_x_13_jdemetra_2020100
  • kalenderbereinigte_werte_nach_x_13_jdemetra_vernderung_gegenber_vorjahresquartal_in_

Field Notes

  • datum: time index / reporting period.
  • originalwert_2020100: raw/original value from source table.
  • originalwert_vernderung_gegenber_vorjahresquartal_in_: period-over-period or year-over-year change metric.
  • saison_und_kalenderbereinigte_werte_nach_x_13_jdemetra_vernderung_gegenber_vorsquartal_in_: period-over-period or year-over-year change metric.
  • kalenderbereinigte_werte_nach_x_13_jdemetra_vernderung_gegenber_vorjahresquartal_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: 118
  • Columns: 7
  • Numeric columns ratio: 0.86
  • Missing ratio: 0.00
  • Quality note: ok

Official Context Snippet

Official description from source metadata: Index der Lohnnebenkosten mit Kalender- und Saisonbereinigung nach X13 JDemetra+. 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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