In this R notebook, I analyse survey data to determine if the number of IAM strategic goals is positively associated with the number of IAM performance indicators used by organizations. Because both variables are discrete and ordinal, I use Kendall's Tau for the statistical test and visualization is done with scatter plots.

In this R notebook, I analyse survey data related to IAM performance indicators actively used by organizations. I then use a Box and Whisker plot to visualize the data and enhance it by overlaying the data points instead of only displaying the outliers.

In this R notebook, I analyse survey data about the degree of automation implemented by organizations for the collection, computation and reporting of IAM performance indicators.

In this R notebook, I analyse survey data related to whether Identity and Access Management (IAM) teams are predominantly shared or dedicated in organizations, split by IAM sub-domains of activity and for IAM as a whole. A likert chart is used to display the data.

In this R notebook, I analyse survey data related to goals set for Identity and Access Management (IAM) by organizations. Several visualization methods are used including: likert chart, pie chart and multi-histograms.

As part of the IAM Performance Measurement 2020 Survey, I surveyed IAM professionals about the reporting lines IAM managers in their organization. In this data analysis notebook, I use R to produce an Euler chart to visualize the answers to this question.