Search, download, analyze and cite (repeat if necessary) - GBIF Data Blog

I would say, yes, absolutely. Especially if you describe your exact data cleaning steps. If you end up removing a lot of records before you analysis for other reasons than data quality, you might want to consider re-downloading with refined filters.