Data modeling problem: Events in Progress in Human Resources data – Dealing with employees who change teams

I have a data modeling conundrum. It concerns records in a dimension that have start- and enddates. I’ve heard people refer to this type of problem as the “events in progress”-problem. My specific version of this problem goes like this: Imagine you have a sales fact table called FactSales with a date, an employee who…

3 Types of fact tables

I am rereading The Data Warehouse Toolkit by Kimball and Ross and would like to share something interesting concerning fact tables. According to the book, there are 3 main types of fact tables: A transaction fact table inserts a new record for every transaction that takes place. An obvious example would be a sales fact…