As an analyst, I often work with clients who are trying to gather all of the data they can in order to make decisions. In this new world of Big Data, where data is knowledge and knowledge is power, it may seem like the more data we have, the more powerful we will be.
But is there a risk that collecting too much data can cause unwanted noise in our analysis? Should we collect data just because it is there? Just because we can?