Unfortunately as a metric this is far too easy to game and is heavily influenced by algorithmic order regimes. Maybe decent as signal in trading strategies but not useful for real fundamental analysis. Market makers create phantom interest all the time to try and scare the market through stop loss orders.

Also why not focus on the selling interest too? Any one sided metric is even less trustworthy.