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How to statistically analyze our results on pretest

I have a pre test in my study in psychology. The purpose of the pretest is to determine if a video is romantic or natural. So we show 9 videos to participants and ask them to rate in 1 to 10 scale how much they think that a video is romantic. How should we analyze this data to determine if a video is romantic or natural?
* We cannot assume normality.
* We chose videos that some of them romantic and some of them natural in our opinion

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