Spotify isn't showing the album artwork of certain albums (see attached screenshot for an example) and it's driving me nuts. I tried uninstalling and reinstalling several times, but nothing changed. I'm running the Windows Store version.
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I had this exact same issue, it started a a few weeks ago.
I found that it only happened at work. I changed my network settings in Spotify to use a proxy, bypassing my works webfiltering, and the art came back.
To get to the proxy settings go to Spotifiy prefrences, scroll all the way down, then click on "Show Advanced Settings", scroll all the way down until you see Proxy. You'll need access to a proxy to bypass the webfiltering.
Just for refrence, we use McAfee web filtering for enterprise, with HTTPS inspection.
Hope that helps, or at least shine some light on what may be going on.