Unfortunately a chain drive system is open to atmosphere.
It's going to get dirty because the road is as well.
The back tire is going to fling dirt into the chain.
Fortnine had a good YouTube video about the subject of chain lube.
For myself, I use what ever half empty can, grease, oil combo...