Having thoroughly enjoyed the debate around Bernard Marr's post, Why so many fake data scientists?, it occurred to me that "data scientist" is not the only problematic term in our industry. Many of the most common data-related terms and concepts are also ambiguous or poorly-defined.

Here are some of the terms that cause me frustration.…