Beginner’s Guide to Using Python with HR Data | Exploration Series
Part Two – Pandas
In this first tutorial series, I’m exploring the IBM HR Attrition and Performance data set. This is a great data set used to demonstrate the possibilities from using machine learning and other data science techniques.
Next, we’ll take a look at the power of Pandas to plot our data. As a budding data [analyst/scientist/enthusiast], Pandas has become my most common import and tool. Plotting directly from pandas objects makes it very easy to stay in the flow of analyzing data. Let’s get going.
0: basic operations & summary statistics
2: pandas visualization
5: series summary