It's been an ugly year for tech stocks. After a two-year boom during the pandemic, concerns about rising interest rates, a possible recession, and inflated valuations have wiped away most of those gains.

However, long-term investors know that stock market sell-offs can be buying opportunities, so it makes sense to look for bargains among stocks that have fallen sharply.

Of the more than 3,000 stocks in the Nasdaq Composite, the four stocks below are the worst-performing ones, with market caps of $1 billion or more. 

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Source Fool.com