In a database a primary key is a single value that is unique to each row in your table. For example:
id | name | whatever
-------------------------
1 Alice ....
2 Bob ....
45 Eve ....
988 .... ....
What is a simple example to explain what a foreign key is?
A foreign key is a field that points to a primary key of another table.
Example:
Table Name - Users
UserID UserName UserRoleID
1 JohnD 1
2 CourtneyC 1
3 Benjamin 2
Table Name - UserRoles
UserRoleID Desc
1 Admin
2 Moderator
You can see that Users.UserRoleID is a foreign key which points to the primary key UserRoles.UserRoleID
The use of foreign keys makes setting up relationships on other tables simple, allowing you to link together the data of multiple tables in a nice way:
Example:
SELECT
a.UserID,
a.UserName,
b.Desc as [UserRole]
FROM
Users a INNER JOIN
UserRoles b ON a.UserRoleID = b.UserRoleID
Output would then be:
UserID UserName User Role
1 JohnD Admin
2 CourneyC Admin
3 Benjamin Moderator