But even if dataset is incomplete or not accurate, do you think we could at least get directionally right insights from such datasets?
Sometimes what can happen is that somebody inexperienced will try to make some assessment of the data and come to the exact wrong conclusion because they didn't know what not to trust. But it gets on the news anyway and damage is done.
We can do better than that.