Box Plots: Making Custom Visualizations
This is the first of a two part series on implementing Box Plots in Splunk for security use cases.
Analyzing complex data is difficult, which is why people use Splunk. Sometimes patterns in data are not obvious, so it takes various ways of looking at aggregate reports and multiple charts to ascertain the important information buried in the data. A common tool in a data analyst’s arsenal is a box plot. A box plot, also called a box and whisker plot, is a visual method to quickly ascertain the variability and skew of data, as well as the median. For more about using and reading box plots, read the excellent and succinct post by Nathan Yau of the Flowing Data …
Humanizing Security Data Visualization
Visualizing and displaying complex data is hard. Understanding complex data is harder. Rapidly making operational decisions based upon complex data is extremely hard.
Historically, operational security analysts rely on alerts, tables, and charts on dashboards or in email to pull potentially useful information out of the vast sea of data dumping into their analytic systems. This has always been problematic due to the combination of false positives and understanding the context of data filtered through the human brain. Most of the standard methodologies for displaying complex information make it harder, not easier, for humans to understand the information they seek in a timely and operationally useful manner.
Everyone has seen dashboards with a wall of text in tables interspersed with …