occupations: A selection of 250 coded occupational answers
In malsch/occupationCoding: Supervised Learning for Occupation Coding
occupations R Documentation
A selection of 250 coded occupational answers
Description
A dataset containing 250 selected verbal answers and their associated codes from the 2010 German classification of Occupation. This dataset is not meant to be representative, but only used to demonstrate the functionality of the package. We anticipate that accurate occupation coding will be more difficult with real data compared to this toy example.
Usage
occupations
Format
A data frame with 250 rows and 3 variables:
- orig_answer
verbal answer given to the first question about occupation
- orig_answer2
verbal answer given to the second question about occupation (not used (much) in this package but it illustrates that this and several other variables are used by human coders)
- orig_code
5-digit codes from the German classification of Occupation. Negative codes are not part of the official classification but were used for coding. -0030 refers to student assistants, -0004 means that the job description was not precise enough for coding.
Source
The following codes were hand-selected and double-checked to ensure anonymity: 71402 (50 cases), 71403 (20 cases), 63302 (20 cases), 83112 (25 cases), 83124 (25 cases), 83131 (20 cases), 83132 (20 cases), 83193 (15 cases), 83194 (5 cases), -0004 (25 cases), -0030 (25 cases)
Antoni, M., Drasch, K., Kleinert, C., Matthes, B., Ruland, M. and Trahms, A. (2010). Arbeiten und Lernen im Wandel * Teil 1: Überblick über die Studie, FDZ-Methodenreport 05/2010, Forschungsdatenzentrum der Bundesagentur fur Arbeit im Institut für Arbeitsmarkt- und Berufsforschung, Nuremberg.
Drasch, K., Matthes, B., Munz, M., Paulus, W. and Valentin, M.-A. (2012). Arbeiten und Lernen im Wandel * Teil V: Die Codierung der offenen Angaben zur beruflichen Tätigkeit, Ausbildung und Branche, FDZ-Methodenreport 04/2012, Forschungsdatenzentrum der Bundesagentur für Arbeit im Institut für Arbeitsmarkt- und Berufsforschung, Nuremberg.
malsch/occupationCoding documentation built on March 14, 2024, 8:09 a.m.
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| occupations | R Documentation |
A selection of 250 coded occupational answers
Description
A dataset containing 250 selected verbal answers and their associated codes from the 2010 German classification of Occupation. This dataset is not meant to be representative, but only used to demonstrate the functionality of the package. We anticipate that accurate occupation coding will be more difficult with real data compared to this toy example.
Usage
occupations
Format
A data frame with 250 rows and 3 variables:
- orig_answer
verbal answer given to the first question about occupation
- orig_answer2
verbal answer given to the second question about occupation (not used (much) in this package but it illustrates that this and several other variables are used by human coders)
- orig_code
5-digit codes from the German classification of Occupation. Negative codes are not part of the official classification but were used for coding. -0030 refers to student assistants, -0004 means that the job description was not precise enough for coding.
Source
The following codes were hand-selected and double-checked to ensure anonymity: 71402 (50 cases), 71403 (20 cases), 63302 (20 cases), 83112 (25 cases), 83124 (25 cases), 83131 (20 cases), 83132 (20 cases), 83193 (15 cases), 83194 (5 cases), -0004 (25 cases), -0030 (25 cases)
Antoni, M., Drasch, K., Kleinert, C., Matthes, B., Ruland, M. and Trahms, A. (2010). Arbeiten und Lernen im Wandel * Teil 1: Überblick über die Studie, FDZ-Methodenreport 05/2010, Forschungsdatenzentrum der Bundesagentur fur Arbeit im Institut für Arbeitsmarkt- und Berufsforschung, Nuremberg.
Drasch, K., Matthes, B., Munz, M., Paulus, W. and Valentin, M.-A. (2012). Arbeiten und Lernen im Wandel * Teil V: Die Codierung der offenen Angaben zur beruflichen Tätigkeit, Ausbildung und Branche, FDZ-Methodenreport 04/2012, Forschungsdatenzentrum der Bundesagentur für Arbeit im Institut für Arbeitsmarkt- und Berufsforschung, Nuremberg.
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Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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