Perform quantitative analysis on raw data from job applications in preparation for qualitative write-up and evaluation. Designed to run through Jupyter/IPython and output SVG files, as well as some Markdown. Written mostly in Python 3, tested in Python 3.5.2 through Jupyter 4.1.1.
Notebooks are run consecutively, as follows:
Cleaned raw data and repository.
Simplified structure and measurements, replaced GGPlot with Seaborn/Matplotlib.
Dropped LinesPerDay.ipynb Python/Plotly plot in favor of R's GGPlot. Added Descriptives.ipynb, Textstats.ipynb, MarkdownTable.ipynb, and ReadingTime.ipynb which use RPy2 to bridge Python and R, and creates the Descriptives, Texstats, Consensus, and ReadingTime plots.