21311LJ299 - Studienanfänger im 1. Hochschulsemester, Studienanfänger im 1. Fachsemester, Fächerbelegungen, Studienfach, Land, Studienjahr
Source:R/df_21311LJ299.R
      df_21311LJ299.RdThe table is sourced from the Landesdatenbank NRW from the series 2 Bildung, Sozialleistungen, Gesundheit, Rechtspflege (Education, Social Benefits, Health, Administration of Justice) -> 21 Bildung und Kultur (Education and Culture) -> 213 Hochschulen (Universities) -> 21311 Statistik der Studenten (Student Statistics).
Format
A tibble with 17.159 rows and 6 variables:
- BIL041
- Studienanfänger im 1. Hochschulsemester 
- BIL042
- Studienanfänger im 1. Fachsemester 
- BILNWFB
- Fächerbelegungen 
- BILNWSF1
- Studienfach 
- DLAND
- Land 
- SJAHR
- Studienjahr 
Source
The data in this package was obtained from the Landesdatenbank NRW (retrieved on 2024-05-05) using the code '21311LJ299'. The licence for data obtained from the Landesdatenbank NRW / Destatis is available here (see paragraph 2 section 2): Data licence Germany – attribution – Version 2.0. Paragraph 2 section 3 requires including a reference to the dataset (URI) if available. To the best of my knowledge, the Landesdatenbank NRW does not yet provide Uniform Resource Identifiers (URI) to identify their tables.
Paragraph 3 stipulates that 'changes, editing, new designs or other amendments must be marked as such in the source note'. Compared to the raw data, the following changes were made: Compared to the raw data, the following changes were made: (1) technical columns ending in "QUAL", "ERR", or "LOCK" were removed, and (2) variable and value labels were added to each table using the labelled package. The code for all these transformations is available through this package.
Details
The following summary is automatically generated using skimr::skim()
Table: Data summary
| Name | df_21311LJ299 | 
| Number of rows | 17159 | 
| Number of columns | 6 | 
| _______________________ | |
| Column type frequency: | |
| character | 3 | 
| numeric | 3 | 
| ________________________ | |
| Group variables | None | 
Variable type: character
| skim_variable | n_missing | complete_rate | min | max | empty | n_unique | whitespace | 
| BILNWFB | 0 | 1 | 11 | 13 | 0 | 5 | 0 | 
| BILNWSF1 | 0 | 1 | 5 | 5 | 0 | 229 | 0 | 
| DLAND | 0 | 1 | 2 | 2 | 0 | 1 | 0 | 
Variable type: numeric
| skim_variable | n_missing | complete_rate | mean | sd | p0 | p25 | p50 | p75 | p100 | hist | 
| SJAHR | 0 | 1 | 2007.32 | 8.56 | 1993 | 2000 | 2007 | 2015 | 2022 | ▇▇▇▇▇ | 
| BIL041 | 0 | 1 | 404.33 | 984.99 | 0 | 16 | 81 | 313 | 15102 | ▇▁▁▁▁ | 
| BIL042 | 0 | 1 | 667.93 | 1666.68 | 0 | 30 | 128 | 494 | 23521 | ▇▁▁▁▁ | 
Examples
library(labelled)
df_21311LJ299
#> # A tibble: 17,159 × 6
#>    BILNWFB                      BILNWSF1            DLAND    SJAHR BIL041 BIL042
#>    <chr+lbl>                    <chr+lbl>           <chr+lb> <dbl>  <dbl>  <dbl>
#>  1 BILNWBELSF1 [1. Studienfach] SF001 [Ägyptologie] 05 [Nor…  1993     33     62
#>  2 BILNWBELSF1 [1. Studienfach] SF001 [Ägyptologie] 05 [Nor…  1994     26     53
#>  3 BILNWBELSF1 [1. Studienfach] SF001 [Ägyptologie] 05 [Nor…  1995     32     64
#>  4 BILNWBELSF1 [1. Studienfach] SF001 [Ägyptologie] 05 [Nor…  1996     39     62
#>  5 BILNWBELSF1 [1. Studienfach] SF001 [Ägyptologie] 05 [Nor…  1997     46     99
#>  6 BILNWBELSF1 [1. Studienfach] SF001 [Ägyptologie] 05 [Nor…  1998     38     81
#>  7 BILNWBELSF1 [1. Studienfach] SF001 [Ägyptologie] 05 [Nor…  1999     37     75
#>  8 BILNWBELSF1 [1. Studienfach] SF001 [Ägyptologie] 05 [Nor…  2000     44     71
#>  9 BILNWBELSF1 [1. Studienfach] SF001 [Ägyptologie] 05 [Nor…  2001     38     85
#> 10 BILNWBELSF1 [1. Studienfach] SF001 [Ägyptologie] 05 [Nor…  2002     50    110
#> # ℹ 17,149 more rows