Here are the three types:
Please click on the image to enlarge it. The image gets too big or too small. I am not able to keep it in reasonable size.
All of these contain pins of 0.1" pitch. They are all called headers but they are not the same. I am just trying to understand, what is the proper terminology to differentiate between these.