The reason I forgot to lock the door is that I was distracted by the clown riding a unicycle down our street while singing Lynyrd Skynyrd's "Simple Man".
This is an explanation, not an argument.
Samsung stole some of Apple's patents for their smartphones, so Apple stole some of Samsung's patents back in retaliation.
This is an explanation, not an argument.
In an argument, you start from what you think is a fact (the premise), for example "He was at the party", and you propose what you think is a conclusion which follows from the premise, for example "He must have seen what happened". Thus:
He was at the party; so, he must have seen what happened.
The audience must be uncertain of the truth of the conclusion. You don't try to convince people of something they already believe.
In an explanation, you also start from some fact, but this time one to be explained, for example "He arrived late", and you propose what you think is a good reason from which the fact to be explained follows, for example, "the traffic was terrible". Thus:
He arrived late because the traffic was terrible.
In an explanation, the reason offered to explain something may be a known fact or a conjecture. If a conjecture, however, it should be verifiable, at least in principle, otherwise the explanation has not value to anyone. "God did it" may explain everything, but it is unverifiable so it has no value.
Explanation:
Apple stole some of Samsung's patents (fact) because Samsung stole some of Apple's patents (again fact).
Argument:
Samsung stole some of Apple's patents (fact); so, Apple will probably stole some of Samsung's patents (not yet a fact).
Explanation:
I forgot to lock the door (fact) because I was distracted, and I was distracted because a clown was riding a unicycle down our street while singing Lynyrd Skynyrd's "Simple Man" (verifiable).
Argument:
A clown was riding a unicycle down John's street (fact); so, he must have been distracted (uncertain).