Yes, but it would be advisable to drain the engine oil before you do ...
Clean around the oil window with a brass brush, carefully remove the circlip.
Melt a small pilot hole into the Perspex window with a soldering iron to avoid swarf entering the block.
Screw in a large self-tapper, and pull with a pair of grips.