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I know Glassdoor has issues. I didn't know they allowed suppression of comments. I imagine a former employer of mine would have gladly paid $$$ to fix their 1.7* rating rather than actually pay us more so we could actually give them a higher rating. Instead they had new hires rate the place highly before they got dumped into the live operation. Still one of the lower ranked companies on Glassdoor.
I found a few similar sites that seem more "pure", but they really only work for the tech industry.
I agree with you about the torrent of sewage. Its hard to find good data. Honestly, a 1yr pre-enshittification reddit dataset searched with Ctrl+F is likely better at answering many questions than today's google search.