![](https://blogs.sas.com/content/sascom/files/2015/04/paths_data1.png)
After acquiring personal IoT data in part 1 and cleaning it up in part 2 of this series, we are now ready to explore the data with SAS Visual Analytics. Let's see which answers we can find with the help of data visualization and analytics! I followed the general exploratory workflow