Can someone explain Australian parties to me?

Y'all have first past the post / winner takes all, don't you? There was a vote recently and "labor" won from what I'm reading?

Labor, coalition, independents, etc. what kinds of parties are these? I thought Albanese was a "cunt" yet his party seems to have won again? What's going on?