This project is the statistical analysis of the RSE survey conducted from March to May 2016. The available data are anonymous.
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R/ -- All the R scripts
- functions.R -- Own functions
- cleaning.R -- Producing the clean dataset to perform the analysis
- univariate_analysis.R -- Actual code to produce the step of univariate analysis
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data/ -- Contains all data, dataset or external information
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dataset/ -- Contains the dataset used in the analysis - From the survey itself
- 592_full_clean.csv -- Cleaned and anonymised dataset generated with the cleaning.R script. This is the actual data used in all the analysis
- emails_list.csv -- All emails address from the participants [NOT AVAILABLE FOR PUBLIC]
- SurveyID18932.csv -- Raw data directly imported from the isurvey. Only used with the cleaning.R script to generate the 592_full_clean.csv [NOT AVAILABLE FOR PUBLIC]
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data/external_dataset -- Contain data collected from external source than the survey itself
- staff_1415_table_B.csv -- Extracted/converted information from the original staff_1415_table_B.xlsx
- staff_1415_table_B.xlsx -- Information collected from HESA (accessed on the 02/07/16) to get information about the repartition of salary in academy in UK.
- gender_disciplines.csv -- Information about the repartition of gender per disciplines in UK education
- misc/ -- Contains several data that are needed in the analysis
- list_educations.csv -- list of the different type of field. Used the JACS coding system taxinomy.
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exploratory_analysis_files/ -- Plots generated by the univariate analysis using exploratory_analysis.Rmd
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exploratory_analysis.Rmd -- Report to generate univariate analysis (exploratory)
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exploratory_analysis.md -- Generated markdown file from the exploratory_analysis.Rmd using Knitr. This file is viewable in github website
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career_path_report.Rmd -- Report to generate analysis about the career path and the satisfaction at work [WORK IN PROGRESS]
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career_path_report.html -- Generated html file from the career_path_report.Rmd using Knitr [WORK IN PROGRESS]
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career_path_report.md -- Generated markdown file from the career_path_report.Rmd using Knitr. This file is viewable in github website [WORK IN PROGRESS]
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README.md -- This file
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LICENCE -- GNU General Public Licence Version 3
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.gitignore -- Ignore temp files from R processes and raw datasets