That around 80 percent of project time is spent on gathering and preparing data has been a consistent finding in industry surveys for a number of years. Sometimes this finding surprises people because they imagine data scientists spend their time building complex models to extract insight from the data. But the simple truth is that no matter how good your data analysis is, it won’t identify useful patterns unless it is applied to the right data.
